The key to figuring out what isn't working in your life is understanding
some basic psychological facts about yourself — like why we can't
resist paying attention to sex and danger, or that people see what they
want to see.
Have
you ever wondered why traffic always slows when people are driving by
an accident? Do you moan about the fact that people are attracted by the
gruesome, and yet find that you glance over too as you drive by? Well,
it’s not really your fault, you (and everybody else) can’t resist
looking at scenes of danger. It’s your “old brain” telling you to PAY
ATTENTION.
You have 3 brains — In my book, Neuro Web Design:
What makes them click? I talk about the idea that you really don’t have
one brain, you have three. The “new brain” is the conscious, reasoning,
logical brain that you think you know best; the mid brain” is the part
of the brain that processes emotions, and the “old brain” is the part of
the brain that is most interested in your survival.
From reptiles to people — If you look at brains from an evolutionary perspective, the “old brain” developed first (hence the name “old brain”!). In fact, that part of our brain is very similar to the brain of a reptile, which is why some people call it the “reptilian” brain.
“Can I eat it? Can I have sex with it? Will it kill me?” – The job of your old brain is to constantly scan the environment and answer the questions: “Can I eat it? Can I have sex with it? Will it kill me?” That’s really all the old brain cares about, is food sex and danger. When you think about it, this is important. Without food you’ll die, without sex the species won’t continue, and if you are killed the other two questions don’t matter. So animal brains developed early on to care intensely about these three topics. As animals evolved they developed other capacities (emotions, logical thought), but they retained a part of their brain to always be scanning what is going on for these three critical questions.
You Can’t Resist — What this means is that you just can’t resist noticing food, sex, or danger. It doesn’t matter how hard you try to not notice these 3 things in your surroundings, you will always notice them. It’s the old brain working. You don’t necessarily have to do anything once you notice, for example, you don’t have to eat the chocolate cake when you see it, you don’t have to flirt with the attractive person who walked into the room, and you don’t have to run away from the large scary guy that walked in the room with the good looking woman. But you WILL notice all of those things whether you want to or not.
Cake, Pretty Woman, and a Crash on the home page — I get emails from people who have read about the old brain in my book. They will write to me wanting advice about how they should fit a picture of cake, a woman in a bikini, and an industrial accident all at the home page of their corporate website. (I do get some interesting emails!). I’m not advocating that you do that! I am pointing out that if you want to get someone’s attention at a website, then any images or headlines that include or imply food, sex, or danger will definitely get attention. But you will have to decide what is appropriate!
Have you seen any good examples of websites that use these ideas effectively (besides just sex sites — don’t send me URLs for those)?
Originally published on WhatMakesThemClick.net.
You
are given a frequent buyer card for your local coffeeshop. Each time
you buy a cup of coffee you get a stamp on your card. When the card is
filled you get a free cup of coffee. Here are two different scenarios:
Card A: The card has 10 boxes for the stamps, and when you get the card all the boxes are blank.
Card B: The card has 12 boxes for the stamps, and when you get the card the first two boxes are already stamped.
Question: How long will it take you to get the card filled up? Will it take longer or shorter for scenario A vs. scenario B? After all, you have to buy 10 cups of coffee in both scenarios in order to get the free coffee. So does it make a difference which card you use?
The answer apparently is yes. You will fill up the card faster with Card B than with Card A. And the reason is called the “goal-gradient” effect.
The goal-gradient effect was first studied in 1934 by Hull with rats. He found that rats that were running a maze to get food at the end would run faster as they got to the end of the maze.
The goal-gradient effect says that you will accelerate your behavior as you progress closer to your goal. The scenarios I describe above were part of a research study by Ran Kivetz, Oleg Urminsky, and Yuhuang Zheng (full reference is below). They decided to see if humans would behave like the rats. And the answer is, yes they do.
Here are some important things to keep in mind about the goal-gradient effect:
Ran Kivetz, Oleg Urminsky, and Yuhuang Zheng, The Goal-Gradient Hypothesis Resurrected:Purchase Acceleration, Illusionary Goal Progress, and Customer Retention, Journal of Marketing Research, 39 Vol. XLIII (February 2006), 39–58.
Originally published on WhatMakesThemClick.net.
Eye
tracking is a technology that allows you to see and record what a
person is looking at, and for how long. One way it is used is to study
web sites to see where people are looking on a web page, where they look
first, second, etc. It’s a pretty interesting technology, one of the
benefits being that you don’t have to rely on what people SAY they are
looking at, but can collect the data directly. Like any technology,
however, it’s not perfect, and one of the problems with eye tracking is
that you can’t just give people a web site to look at and then assume
that where they look is what they are “really interested” in.
We underestimate the effect our instructions have on where someone looks.
Look at the picture at the beginning of this post. In research by
Yarbus, people were shown this picture, and then given different
instructions of what to think about while looking at the picture. Below
are the eye gaze patterns matched with the instructions that people were
given:
Proceed with caution. To me this data says: a) If you are using eye tracking as a technique to evaluate how people are using your website then you must be very careful about the instructions you give, and you must make sure you are giving everyone the exact same instructions. b) You can’t assume that just because people look at one spot on your website when they first see it that they will always look there. It might depend on what they were coming back to do. c) It’s nice to have a measure that doesn’t rely on what the user says or how they think they are reacting, but even these “objective” measures aren’t as objective as we think!
This research is from way back, but I believe it is still relevant. I haven’t found any recent replication of it yet. If you know of any please do pass on the reference:
Here’s is a thought experiment –
On a scale of 1 to 10, with 1 being the lowest and 10 being the
highest, rate how happy you are right now. Write that number down. Now, I
want you to imagine that today you win the lottery. You now have more
money than you ever thought you would. You have millions and millions of
dollars. At the end of today what would be your happiness rating? Write
that number down. What about 2 years from now? What will be your
happiness rating 2 years from now if today you win millions and millions
in the lottery?
People are poor predictors — In his great book,
Stumbling on Happiness, Dan Gilbert discusses the research he and others
have conducted on predicting or estimating emotional reactions to
events. What he has found is that people greatly overestimate the
reaction they think they will have to both pleasant and unpleasant
events that happen in one’s life. Whether it is predicting how you will
feel if a negative event happens, for example, if you lose your job,
have an accident, or if a loved one dies, or predicting how you will
feel if a positive event happens, such as coming into a lot of money,
landing the dream job, or finding the perfect boyfriend or girlfriend,
everyone tends to overestimate their reaction. If the event is negative
you predict that you will be very upset and devastated for a long time.
If the event is positive you predict that you will be deliriously happy
for a long time.
A built-in regulator -- The truth is that you have a built-in regulator of sorts so that whether negative events happen or positive events happen, you stay at about the same level of happiness most of the time. Some people are generally happier or less happy than others, and this level of happiness stays constant no matter what happens to them.
Preference vs. Reality – One interesting implication of this is in the field of marketing or user experience research. Be careful of believing customers if they tell you that by making this change or that change to a product that means that they would be much happier with it, or that they would never use it again. People may prefer one thing over another or think they will, but the strength of their reaction, either in a positive or a negative way, is probably not as much as they imagine it will be.
Have you experienced this difference between your own predictions and reactions? Have there been times when you were sure that a particular event would mean you would be really happy or unhappy and it turned out differently than you imagined?
For more reading:
Stumbling on Happiness By Dan Gilbert
Originally published on WhatMakesThemClick.net.
You
have probably heard the term “peripheral vision”, but did you know that
you use your peripheral vision to get the gist of the scene around you?
Two kinds of vision — Basically, you have two types
of vision: Central and Peripheral. Central vision is the vision you have
when you look at something directly and see the details. Peripheral
vision is the rest of the visual field that is visible, but that you are
not looking directly at.
Keeping you alive on the savannah — The theory, from an evolutionary point of view, is that thousands of years ago, people who were sharpening their flint, or looking up at the clouds, and yet still noticed that a lion was coming at them from their peripheral vision survived to pass on their genes. So peripheral vision has always been important.
Why blinking on a screen is so annoying – Humans can’t help but notice movement in our peripheral vision. We are “programmed” to pay attention to movement in the border of our vision. If you are reading text on a computer screen and there is some animation moving or blinking off to the side you can’t help but look at it. This can be quite annoying if you are trying to concentrate on reading the text in front of you. Peripheral vision at work!
Latest research shows peripheral vision plays a larger role — New research from Kansas State University, however, shows that peripheral vision is more important in understanding the world around us than these previous theories implied. It seems that we get information on what type of scene we are looking at from our peripheral vision. We process the “gist” of what we are looking at from our peripheral vision. The researchers at Kansas State showed people photographs of common scenes, for example a photograph of a kitchen or a living room. In some of the photographs the outside of the image was obscured, and in others the central part of the images were obscured. The images were shown for very short amounts of time. Then they asked the research participants what they were looking at.
Peripheral vision was more important – What they found is that if the central part of the photo was missing people could still identify what they were looking at. But when the peripheral part of the image was missing then they couldn’t say whether it was a living room or a kitchen.
Peripheral vision and channel surfing – Are you the type that gets hold of the remote and quickly surfs through the channels spending a split second on each one? Or are you the person who gets really annoyed when others do that! The latest theory is that these channel surfers are using peripheral vision to get the gist of what’s on the station and then moving on to the next one.
If you want to read the research:
Adam M. Larson, Lester C. Loschky. The contributions of central versus peripheral vision to scene gist recognition. Journal of Vision, 2009; 9 (10): 1 DOI: 10.1167/9.10.6
Originally published on WhatMakesThemClick.net.
A
few days ago I found myself in a hotel room outside of Chicago with my
19 year old daughter moaning and sometimes howling in pain. She’d been
sick for a week, each day with a new symptom, and this morning her
eardrum felt like it was going to burst. We decided that I should cancel
my client meeting and take her to an urgent care clinic instead. Of
course, we don’t have universal health care here in the States, so first
I had to call my insurance provider to find out if there were “in
network” doctors we could go to and still be covered by our plan. The
insurance company told me to go to a particular web site, and said that
any doctor we picked through that site would be considered in network.
Using a web site under stress — By now 10 minutes
have passed and my daughter is still sitting on the bed behind me
moaning and wailing. Instead of helping her, I have to go to a web page
and fill out forms and look at maps. The first thing that happens is
that I encounter a drop down menu that is meaningless to me:
When I look at this web page now (days later, crisis has passed), it doesn’t seem too confusing, but when I was trying to fill it out, trying to get my daughter some help, the web page was daunting and impossible, and not at all intuitive.
Stress changes your perceptions – Research on stress shows that a little bit of stress (called arousal in psychology terms) can help you perform a task, because it heightens awareness. Too much stress, however, degrades performance. Two psychologists, Robert Yerkes and John Dodson first postulated this arousal/performance relationship, and hence it has been called the “Yerkes-Dodson law” for over a century.
Arousal helps up to a point – The law states that performance increases with physiological or mental arousal, but only up to a point. When levels of arousal become too high, performance decreases. Research on the law shows that the amount of stress/arousal that is optimal depends on how difficult the task is. Difficult tasks require less arousal to reach optimal performance, and will start to break down if the arousal level is too high. Simpler tasks require more arousal and don’t fall off as fast.
Tunnel vision — When arousal first goes up then
there is an energizing effect, as the person is paying attention. But as
the stress increases there are negative effects. Attention gets
unfocused, people have trouble remembering, problem solving degrades and
“tunnel vision” sets in. Tunnel vision is where you keep doing the same
task over and over even though it isn’t working.
Glucocorticoids — More recent research has shown a similar curve when studying the presence of glucocorticoids. These are the hormones that are released when we experience stress, so the Yerkes-Dodson law appears to have direct physical evidence.
Maximum frustration — As I tried to use the web page to find a doctor I kept getting errors, and typical of someone under stress, I kept doing the same task over and over even though it wasn’t working (tunnel vision). At one point I was crying tears of frustration, cursing over the lack of usability of the web site, and upset that I could not just find the name and address of a clinic we could go to.
Patient care, not computer care – I finally turned away from the computer, got my daughter some Tylenol, gave her warm washcloths to hold against her ear, and got us both calmed down. Then I found a clinic at the website (where we went later that day, only to have them say she was fine. By the way, our insurance didn’t work and we had to pay cash after all — i.e., I didn’t need the web site). My daughter is better, and I didn’t even have to cancel the client meeting.
Test under stress – If you might have people using your site when they are under stress, keep in mind that too much stress will change the way they see and use the web site. And here’s a plea to BeechStreet.com… test your website thoroughly assuming that people are tense, stressed, and with howling children in the background. It’s a totally different experience.
If you’d like to read the research —
Yerkes RM, Dodson JD (1908). “The relation of strength of stimulus to rapidity of habit-formation”. Journal of Comparative Neurology and Psychology 18: 459–482. http://psychclassics.yorku.ca/Yerkes/Law/.
Lupien, SJ, Maheu F, Tu M, Fiocco A, Schramek TE (2007). “The effects of stress and stress hormones on human cognition: Implications for the field of brain and cognition”. Brain and Cognition 65: 209–237. PMID 17466428.
Originally published on WhatMakesThemClick.net.
If
you put your face right in front of a young baby and stick out your
tongue, the baby will stick out his or her tongue too. This happens from
a very young age (even as young as a one month old). So? What does this
have to do with anything? It’s an example of the built-in,
wired-into-our-brain capacity we have for imitation. Recent research on
the brain shows how our imitative behavior happens.
Mirror neurons firing– In the front of the brain
there is a section called the premotor cortex; motor as in movement.
This is the part of the brain where you make plans to move. (It talks to
the primary motor cortex which is the part of the brain that sends out
the signals that actually make you move). So if you are holding an ice
cream cone and you think about moving your arm to bring the ice cream
cone up to your mouth, and then you do it, you can see first the
premotor cortex lighting up and then the primary motor cortex lighting
up. Neurons in the premotor cortex are firing — nothing surprising
there. But here is where it gets interesting. If you watch someone else
lift their arm and eat the ice cream cone a subset of the same neurons
also fire. Just watching other people take an action causes some of the
same neurons to fire as if you were actually moving. This subset of
neurons have been dubbed, “mirror neurons”. We share these mirror
neurons with other primates as well.
Who is taking action? — How does your brain know when you are taking the action vs. watching someone else take the action? After your mirror neurons fire from watching your friend take a lick of the ice cream cone, there is a feedback loop. Your brain registers that no ice cream was tasted, and therefore you know that you are watching someone eat ice cream, not that you just ate ice cream.
Not just imitation but empathy too — The latest theories are that these mirror neurons are also the way we empathize with others. We are literally experiencing what others are experiencing through these mirror neurons, and that allows us to deeply, and literally, understand how another person feels.
So what’s the big deal? — What implications can you draw from knowing about mirror neurons?:
Originally published on WhatMakesThemClick.net.
Evolutionary
anthropologists study social groups in animals. One question they have
been trying to answer, is whether there is a limit on how many
individuals different species have in their social group. Robin Dunbar
studied the relationship between brain (neo-cortex) size and the number
of stable relationships that a species had in their social groups. Based
on his findings with animals, he extrapolated to what the number would
be for humans. Called “Dunbar’s Number”, he postulated that 150 people
is the social group size limit for humans. (To be more exact, he
calculated the number at 148, but rounded up to 150. Also there is a
fairly large error measure, so that the 95% confidence interval is from
100 to 230 – for you statistical experts out there).
A limit to stable, social relationships — The limit
specifically refers to the number of people that you can maintain stable
social relationships with. These are relationships where you know who
the person is, and you know how each person relates to every other
person in the group. Dunbar has documented the size of communities
throughout different geographic areas and throughout different
historical timeframes, and he is convinced that this number holds true.
Across time and cultures — Dunbar assumes that the current size of the human neocortex showed up about 250,000 years ago. So he started his research with hunter-gatherer communities. His observations include: Neolithic farming villages averaged 150 people, as did Hutterite settlements, professional armies from the Roman days as well as modern army units.
Intense survival pressure — His claim is that 150 is the group size for communities that have a high incentive to stay together. If the group has intense survival pressure, then it stays at the 150 member mark. He also notes that these groups are usually in close physical proximity. If the survival pressure is not intense, or the group is physically dispersed, then he estimates the number would be lower.
Too high or too low? — Some critics of Dunbar’s number say that the number is too high, and others that it is too low. In the world of social media people have 750 facebook friends or 4,000 twitter followers, showing that the number of 150 is way off the mark. A Dunbar fan would respond that these are not the strong stable relationships where everyone knows everyone and people are in physical proximity. Some critics say the number of 150 is too high – that the number of people one is close to both physically and socially is much less than 150.
It’s the weak ties that are important?– In a recent blog post Jacob Morgan says that what’s really important in social media is not the strong ties that Dunbar talks about, but the weak ties – relationships that do not require that everyone knows everyone in the group, and that are not based on physical proximity. He argues that the reason that social media is so interesting is that it allows us to quickly and easily expand these “weak” ties, and that those are the ties that are most relevant in our modern world.
Substituting weak for strong – I think both Dunbar and Morgan are right. It’s critical that we pay attention to that 150 number for our “survival” community in close proximity. If we don’t feel we have that “tribe” near us it causes us to feel alienated, isolated and stressed. Perhaps one of the reasons social media is so popular, and so many of us rely on Facebook and Twitter is that we don’t have a strong tie tribe. Although the weak tie network of social media helps us to feel connected, we’ll eventually feel let down if we try to have it substitute for a strong tie Dunbar tribe.
For more information, I suggest you watch this interview of Robin Dunbar:
http://www.guardian.co.uk/technology/video/2010/mar/12/dunbar-evolution
And read Jacob Morgan’s blog post:
http://www.socialmediatoday.com/SMC/169132
What do you think? Do you have a strong tie tribe network? Are you ultimately trying to substitute with your weak tie network? In our modern world is the weak tie network more important?
Originally published on WhatMakesThemClick.net.
If
I ask you to remember where you were and what you were doing when you
first heard about the September 11, 2001 attacks in New York City,
chances are very good that you will be able to tell me in great detail
your memory of that day, and how you heard about the attacks. Especially
if you live in the US and you were 10 years old or older on that date.
But the research shows clearly that you would be wrong about the
majority of your memory.
Flashbulb memory is very vivid — Remembering
traumatic or dramatic events in great detail is called “flashbulb
memory” by psychologists, and has been studied for several decades.
Emotions are processed in the amygdala part of the mid-brain, and the
amygdala is very close to the hippocampus. The hippocampus is involved
in the long term coding of information into memories. So it is no
surprise to psychologists that emotionally laden memories might be very
strong and remembered vividly.
But the memories are full of errors — It turns out, though, that those memories are full of errors. Ulric Neisser researches memories like these. In 1986 the space shuttle Challenger exploded upon take-off. Any of you reading this who are old enough to remember the Challenger explosion probably remember it vividly, i.e., as a flashbulb memory. Neisser took the opportunity to do some research. The day after the explosion he had his students (he is a professor) write down their memories of what had happened, where they were, what they were wearing, what the TV coverage was like, etc. Three years later he asked them to write down their memory of the event again. Most (over 90%) of the 3-yr later reports differed. Half of them were inaccurate in 2/3 of the details. One person, when shown her first description written three years earlier, on the day after the event, said, “I know that’s my handwriting, but I couldn’t possibly have written that”. Similar research has been conducted on the 9/11 memories, with similar results.
The Forgetting Curve of 1885 – In 1885 Hermann Ebbinghaus created a formula showing the degradation of memories:
R = e(−t/S)
where R is memory retention, S is the relative strength of memory, and t is time. The graph at the top of this post is an example of this formula. It’s called the “Forgetting Curve”. Because flashbulb memories are so vivid, it was thought that perhaps they were not as subject to forgetting as other memories. But it turns out they are. Which is kind of disturbing, when you think about it. Because they are so vivid, we are SURE they are accurate and real. But they aren’t nearly as accurate as we think.
Take-Aways – I can think of many ways that we (falsely) rely on people’s memories of events, whether dramatic or not: for example, conducting user or customer research. We often ask customers to remember a particular encounter with a website, software, or an in-store experience. We may have to realize that the memories, although vivid, might not be accurate.
What do you think? Can you think of situations where you perhaps rely on people’s memories more than you should?
For more reading and information:
Kathryn Schulz, Being Wrong, Harper Collins, 2010
Daniel Schacter, The Seven Sins of Memory, Houghton Mifflin, 2001
Neisser and Harsh, “Phantom Flashbulbs: False Recollections of Hearing the News about Challenger”, in Winograd and Neisser (eds) Affect and Accuracy in Recall, Cambridge University Press, 1992, p. 9-31.
Originally published on WhatMakesThemClick.net.
Has
this ever happened to you? You are traveling 2 hours to visit friends.
It’s two hours to get there and 2 hours to get back, but the trip there
feels much longer.
It’s about the mental processing — In his interesting book, The Time Paradox,
Philip Zimbardo discusses how our experience of time is relative, not
absolute. There are time illusions, just like there are visual
illusions. The more mental processing you do, the more time you think
has elapsed. If people have to stop and think at each step of a task,
they will feel that the task is taking too long. The mental processing
makes the amount of time seem longer.
It’s about expectations — The perception of time and your reaction to it, is also greatly influenced by predictability and expectations. Let’s say you are editing video on your computer. You’ve just clicked the button to produce the video file from your edits. Will you be frustrated by how long it takes to produce the video? If you do this task often, and it normally takes 3 minutes, then 3 minutes will not seem like a long time. If there is an in-progress indicator, for example a bar that is moving, or a message that says “2 minutes 48 seconds left to completion”, then you know what to expect. You’ll go pour yourself a cup of coffee and come back. But if it sometimes takes 30 seconds and sometimes takes 5 minutes, and you don’t which one it is going to be this time, then you will be very frustrated if it takes 3 minutes. Three minutes will seem much longer than it usually does.
Time expectations change – Ten years ago if it took 20 seconds for a website to load you didn’t think much of it. But these days if it takes more than 3 seconds you get impatient. There’s one website I go to regularly that takes 12 seconds to load. It seems like an eternity.
Take-aways
Here’s Scenario 1:
You get together with your friends to watch your home team play a game
on TV. They win! After an afternoon of fun and friendship you stop at a
grocery store on your way home. You are in a good mood. Are you more or
less likely to buy the usual cereal you always buy or will you try
something new?
Here’s Scenario 2: It’s Friday afternoon and your
boss calls you in to tell you that he’s not happy with your latest
project report. This is the project that you repeatedly told him was in
trouble and you asked that more staff be assigned. You feel all your
warnings were ignored. Now he’s telling you that this work will reflect
badly on you and you may even lose your job. On the way home you stop at
the grocery store. You are sad and scared. Are you more or less likely
to buy the usual cereal you always buy, or will you try something new?
You Want What’s Familiar – A series of research studies by Marieke de Vries of Radboud University Nijmegen, in the Netherlands, shows that when people are sad or scared, they want what is familiar. When people are in a happy mood they are not as sensitive to what is familiar, and are willing to try something new and different.
Related to Fear of Loss — This craving of the familiar, and a preference for familiar brand is probably tied to our basic fear of loss. In my book, Neuro Web Design: What makes them click? I have a chapter on the fear of loss. When we are sad or scared, our old brain and our mid (emotional) brain are on alert. We have to protect ourselves. And a quick way to be safe is to go with what you know; what you are familiar with. A strong brand is familiar. A strong logo is familiar. So when we are sad or scared we will reach for a brand and logo we know.
It’s Easy to Change Someone’s Mood – It turns out it is remarkably easy to affect someone’s mood, especially in the short term (like long enough for them to make a purchase at a web site). In Marieke de Vries’s research they showed video clips of the Muppets (to instigate a good mood) vs. the movie Schindler’s list (to instigate a bad mood). People reported their mood as significantly elevated after the Muppets and significantly lowered after Schindler’s list. This mood change then affected their actions in the rest of the research study.
Take-Aways — If you are giving messages of fear, loss, problems etc, that will result in more action taken if your brand is familiar. If you are giving messages of fun, lightness, and humor, that will result in more action taken if your brand is new.
Have you found this to be true in your experience?
Originally published on WhatMakesThemClick.net.
In a previous post on how mood affects your reaction to brands you know (see You Are Most Affected By Brands And Logos When You Are Sad And Scared),
I talked about the research from Marieke de Vries of Radboud University
Nijmegen, in the Netherlands. De Vries also did research on two types
of decision making: a trusting -your- gut intuitive method vs. following
a logical, deliberative decision-making process of weighing
alternatives and thinking through pros and cons. De Vries was interested
in whether one method of decision-making was better than another, and
also whether your mood affected the outcome of the decision.
When to use deliberative decision-making — Research
by Dijksterhuis shows that when you have simple decision to make you
make better decisions when you use a logical deliberative method.
When to use intuitive decision-making – Research by Shiv shows that when you have a complicated decision to make, you make better decisions when you use an intuitive or “gut” method.
Where does mood fit in? — De Vries went further with the research to see if mood had an affect, and found that when you are in a happy mood you rely on your gut instincts more, AND the outcome is that you make better decisions. When you are in a sad mood you rely on your logical decision making AND you make better decisions as a result.
Take-aways — If you are in a good mood and/or are making a complicated decision it is best to trust your intuition. If you are in a bad mood and/or are making a simple decision then use a more deliberative process.
Originally published on WhatMakesThemClick.net.
My
entire career I’ve been worried about the fact that most psychology
research is conducted on 18-24 year old college students. What if the
way 18-24 year old college students react, think, and behave is not the
same as everyone else? We are drawing conclusions about PEOPLE in
general, but only collecting data from a small subset of people whose
brains are still changing. It seemed silly that there were rigorous
rules about how to conduct scientific studies in psychology, and yet
this basic premise about who was being researched and how applicable the
research was to different people was ignored. It’s made me secretly
skeptical about research. Which is ironic, since I spend a fair amount
of time searching out research, thinking about it, interpreting it and
writing about it. I guess some research is better than no research?
Does culture shape “basic” cognitive processes?– And
now I’ve come across an entirely new reason to be skeptical about the
theories we have about how the brain works — cultural effects. In his
book, The Geography of Thought, Richard Nisbitt discusses
research that shows that how we think — our cognitive processes — are
influenced and shaped by culture. For example, if you show people from
“the West” (US, Europe) a picture, they focus on a main or dominant
foreground object, while people from Asia pay more attention to context
and background. Asian people who grow up in the West show the Western
pattern, not the Asian pattern, showing that this is based on culture,
not genetics.
Is most of our research in psychology based on what “westerners” think? — This has profound implications for some of the theories we have about cognitive processing. We have research about how people think, how many items can be stored in memory, etc. What if these theories about how people think are really theories about how Western people think and are not universal?
Do cultural differences show up in brain activity? — Sharon Begley recently wrote about this in Newsweek. She reports on recent neuroscience research that confirms the cultural effects. “… when shown complex, busy scenes, Asian-Americans and non-Asian–Americans recruited different brain regions. The Asians showed more activity in areas that process figure-ground relations—holistic context—while the Americans showed more activity in regions that recognize objects. To take one recent example, a region behind the forehead called the medial prefrontal cortex supposedly represents the self: it is active when we (“we” being the Americans in the study) think of our own identity and traits. But with Chinese volunteers, the results were strikingly different. The “me” circuit hummed not only when they thought whether a particular adjective described themselves, but also when they considered whether it described their mother.”
Will it ever end? – This is the curse of research. Just when we think we know something, we find out there are more questions than answers! One trend that should help is that there is more and more research coming out of Asia. If you peruse the psychology scientific journals you will see that more than half of the research that is being published today comes from Asia. Another big chunk comes from Europe, so the psychology research now is not so US centric. This will help, or will it? Will we now have to worry that the results from Asia don’t apply to the West? Should all psychology research be done using different cultures?
What do you think?
For more reading:
Ambady, N., Freeman, J. B., Rule, N. O. (in press). Culture and the neural substrates of behavior, perception, and cognition. In J. Decety & J. Cacioppo (Eds.), The Handbook of Social Neuroscience. Oxford: Oxford University Press.
Sharon Begley’s article in Newsweek: West Brain, East Brain
To find out more, check out The Geography of Thought, by Richard Nisbett.
Originally published on WhatMakesThemClick.net.
For
the last year or so there has been a heated debate about “the fold”.
The fold is the idea that there is a place on a web page that is the
bottom edge of what people will see when they look at the page in a
browser, and that in order to see anything below that line, the visitor
has to scroll down the page. This concept comes from newspapers — there
is content on a newspaper page (especially the front page) that is below
where the paper folds. In the newspaper world there has been interest
for decades and maybe even centuries, at this point, about what to print
right above the fold, right below the fold, and right on the fold. This
concept bled over to websites in terms of what shows on the screen
without scrolling.
What’s the big deal about the fold? — For many years
a guiding principle of web and content design has been: If it’s
important make sure it’s above the fold, because visitors may not scroll
and see more. But lately marketing people, user experience
professionals, and others have been questioning this principle.
Certainly there is often a lot of material that is below the fold, and
people seem to be clicking on it.
Want to see a visual example? — At iampaddy.com there is an interesting visual example. Here is a short video I made from the iampaddy blog that makes the point that maybe people really will scroll:
So do we worry about the fold or not? — I believe it still holds true that the most important content should be above the fold, and that if it is above the fold then it is most likely that people will see it. BUT, if it’s below the fold that doesn’t mean people WON’T see it. Ok, not a definitive answer I know, but the best we can do right now with the data we have (stay tuned… I plan to do some research of my own on this topic).
What do you think? How concerned should we be about whether information and links fall below the fold?
Originally published on WhatMakesThemClick.net.
I’m
one of these staunch Apple converts. For as long as there were PCs, I
used to be a Windows/PC person. (Realize that I go all the way back to
when PCs first came out. I used to sell a marvelous “portable” PC that
ran on CPM operating system and had TWO (count ‘em) TWO 360 KB (yes, I
said KB) “floppy” disk drives (in other words NO hard drive.)) I was a
PC person, NOT an Apple person. Apples were for teachers and then later,
for artsy people. That was not me.
Fast forward to today and I will be talking on my iPhone,
charging my Nano for my afternoon exercise, and transferring a movie to
my iPad from my MacBook Pro. What the heck happened here?! — (that’s
another story altogether).
Don’t show me the Android phone – So you might be able to guess what happened when I went to dinner with a colleague who was showing me his Android phone. He loves his new Android phone and wanted to show me all the great ways it was as good as, or better than, my iPhone. I was totally uninterested in hearing about it. I didn’t even want to look at it. Basically, I didn’t want to allow into my brain any information that would conflict with my opinion that anything besides an iPhone was even a possibility. I was showing classical symptoms of cognitive dissonance denial.
Alter your beliefs or deny the information? — In 1956 Leon Festinger wrote a book called When Prophecy Fails. In it he describes the idea of cognitive dissonance. Cognitive dissonance is the uncomfortable feeling we get when we have 2 ideas that conflict with each other. We don’t like the feeling, and we will therefore try to get rid of the dissonance. There are two main ways we can do that: change our belief, or deny one of the ideas.
When forced you’ll change your belief — In the original research on cognitive dissonance, people were forced to defend an opinion that they did not believe in. The result was actually that people tended to change their belief to fit the new idea.
Watching cognitive dissonance via an fMRI scan – In new research by Van Veen, researchers had people “argue” that the fMRI scan experience was pleasant (it’s not). When “forced” to make statements that the experience was pleasant, certain parts of the brain would light up (the dorsal anterior cingulate cortex and the anterior insular cortex.) The more these regions were actived, the more the participant would claim that they really did think the fMRI was pleasant.
When not forced you’ll dig in — But there’s another reaction that sometimes occurs. If you are not forced to state that you believe something you don’t, if instead you are presented with information that opposes your beliefs, but not forced to espouse a new belief, then the tendency is to deny the new information instead of changing your belief to fit.
When made to feel uncertain, you will argue harder – Gal and Rucker recently conducted research where they used framing techniques to make people feel uncertain. (For example, they told one group to remember a time when they were full of certainty, and the other group to remember a time when they were full of doubt). They they asked the participants whether they were meat-eaters, vegetarians, vegans, etc, how important this was to them, and how confident they were in their opinions. People who were asked to remember times when they were uncertain, were less confident of their eating choices. However, when asked to write up their beliefs to persuade someone else to eat the way they did, they would write more and stronger arguments than the group that were certain of their choice. They performed the research with different topics (for example the MAC/PC distinction) and found similar results. When people were less certain, then they would dig in and argue even harder.
I’m still trying to digest this latest research. What does this mean? If we want someone to be loyal and to be an advocate then we should actually give them a reason to be uncertain about the product? What do you think?
And for those of you who like to read the research:
Festinger, L., Riecken, H.W., & Schachter, S. (1956). When prophecy fails. Minneapolis: University of Minnesota Press.
Gal, David, and Rucker, Derek, When in doubt, shout. Psychological Science, October 13, 2010
Van Veen, V., Krug, M.K., Schooler, J.W., & Carter, C.S. (2009). Neural activity predicts attitude change in cognitive dissonance. Nature Neuroscience, 12(11), 1469–1474.
Originally published on WhatMakesThemClick.net.
You
are at work reading a report that one of your colleagues has written
and you realize that you’ve just read the same sentence about three
times. Instead of thinking about what you were reading, your mind
wandered.
Mind wandering is similar to, but not the same thing as daydreaming.
Psychologists use daydreaming to refer to any stray thoughts, fantasies,
or stories you imagine, for example, winning the lottery, or being a
famous celebrity. The term mind wandering is more specific, and refers
to when you are doing one task and then fade into thinking about
something that is not related to that task.
Mind wandering is a very common phenomena – We underestimate our mind wandering; according to Jonathan Schooler of UC, Santa Barbara, we think our minds are wandering about 10% of the time, when it is actually much more. In normal every day activities our mind is wandering up to 30% of the time, and in some cases, for instance when driving on an uncrowded highway, it might be as high as 70%.
Wandering minds annoy some neuroscientists – Some neuroscientists became interested in studying wandering minds because they were such an annoyance while doing brain scan research. The researchers would have subjects do a certain task, for example, look at a picture, or read a passage, while scanning for brain activity. About 30% of the time they would get extraneous results which did not seem to be related to the task at hand. That’s because the subject’s mind was wandering from the task at hand. Eventually the researchers decided to start studying the wandering rather than just getting annoyed by it.
Why a wandering mind can be a good thing – Mind wandering allows one part of the brain to focus on the task at hand, and another part of the brain to keep a higher goal in mind. So you are driving and paying attention to the road, but you are also thinking about when you should stop for gas. Or you are reading an article online about a thyroid medication called Synthroid that your doctor thinks you should take, but your mind wanders to the idea that you should put that appointment on your calendar. Mind wandering might be the closest thing we have to multi-tasking. It’s not really multi-tasking, (which doesn’t exist…you can see my previous blog post on that), but mind wandering does allow you to keep important goals in mind while doing one thing.
Why a wandering mind can be a bad thing – Much of the time when our mind wanders we aren’t aware of it. More “zoning out” than “mind wandering”, this means that we can miss important information. For example, if you are supposed to be reading that report from your colleague, but you are instead thinking about what to make for dinner, that’s may just mean you are being unproductive. We aren’t usually aware when we are zoning out.
More mind wandering = more creativity – The researchers at UC, Santa Barbara have evidence that people whose mind wanders a lot are more creative and better problem solvers. Their brains have them working on the task at hand, but simultaneously processing other information, and making connections.
Mind wandering and the internet – I’ve been thinking about the fact that the ability to quickly switch from topic to topic is what the web does really well. Is web surfing related to mind wandering? Here are some of my mind wanderings on this topic:
If you like to read research:
Christoff, et. al., Experience sampling during fMRI reveals default network and executive system contributions to mind wandering. Proceedings of the National Academy of the Sciences, May 11, 2009.
Mason, et. al., Wandering Minds: The default network and stimulus-independent thought. Science, January 19, 2007.
Originally published on WhatMakesThemClick.net.
What
do members of a marching band, fans at a college football game, and
people at Sunday church have in common? They are all engaging in
“synchronous” activity.
What is synchronous activity? — It is when you take action with others, where everyone is moving, singing, chanting, in time together.
What happens when we engage in “timed” behavior together? — Anthropologists have long been interested in rituals among certain cultures. Many rituals in a culture involve singing, chanting, drumming, dancing, or moving together. A recent study (see below for full reference) shows that when people take part in synchronous activities they then are more cooperative with each other when participating later in different activities.
You’ll make more personal sacrifices — In the research the people who were involved in synchronous behavior with other people were then more cooperative in subsequent activities, and ended up making more personal sacrifices in their decisions.
Not just about feeling good — The research also shows that you don’t have to feel good about the group or the group activity in order to be more cooperative. Just the act of doing the synchronous activity seems to strengthen social attachment among the group members.
Here’s my list of synchronous activities I can think of:
The reference – Scott S. Wiltermuth and Chip Heath, Synchrony and Cooperation, Psychological Science, Volume 20 Issue 1, Pages 1 - 5
Originally published on WhatMakesThemClick.net.
I
used to collect computer error messages. It was kind of a hobby. I’ve
got a great collection of them, some of them going back to the old
character based computer screens. Most of them are not error messages
that were trying to be humorous. Most of them were written by computer
programmers that were trying to explain what was going wrong. But many
of them end up being quite funny (unless you are the one who got the
message in the middle of trying to do something important. Then nothing
seems funny). My favorite was from a company in Texas. When there was a
“fatal” error, meaning the system was going to crash, a message came up
that said, “Shut er down Henry, she’s spewin’ up mud!”
Error messages are probably the part of a software program that gets
the least amount of time and energy, and maybe that is appropriate.
After all, the best error message is no error message (meaning that the system is designed so that no one makes errors). But when something goes wrong it is important that people know what to do about it.
The reality is that something always goes wrong. People make mistakes. Whether the user makes a mistake in working with a computer, or a company that makes a mistake by releasing software that has too many errors, or a designer designs something that is unusable because he or she doesn’t understand what the user needs to do. Everyone makes mistakes. So here is my list of important things to consider about people making mistakes:
Think ahead about what the likely mistakes are — Figure out as much as you can about what kinds of mistakes people are going to make when they use whatever it is you have created. And then change your design before it goes out so that those mistakes won’t be made.
Create a prototype of whatever it is you have and then get real people to use it so you can see what the errors are likely to be.
Test your prototype with users (usability testing).
Write error messages in plain language. If you are creating a message to show someone or play audio to someone about a mistake they made, tell them the following:
Need it to be error-proof? It is very difficult to create a “system” that is free of all errors, and that guarantees that people won’t make mistakes. In fact it is impossible. Ask the people at 3-mile island, or Chernoble, or British Petroleum. The more costly errors are, the more you need to avoid them. The more you need to avoid them the more expensive it is to design the system. If it is critical that people not make mistakes (i.e., you are a nuclear power plant, or an oil rig, or a medical device), then be prepared. You will have to test twice or three times more, and you will have to train two or three times more. It is really expensive to try and design a fail-safe system. And realize you never will fully succeed.
It’s just the way we are. We make mistakes!
If you have some favorite error messages that you have seen, consider sending them to me and I will add them to my collection.
Originally published on WhatMakesThemClick.net.
Ok,
I’ll admit it, I am exaggerating a little bit when I say people are
inherently lazy. What I really mean is that people will do the least
amount of work possible to get a task done.
Is lazy another word for efficient? – Over eons of
evolution humans have learned that they will survive longer and better
if they conserve their energy. We’ve learned that we want to spend
enough energy to have enough resources (food, water, sex, shelter), but
beyond that we are wasting our energy if we spend too much time running
around getting stuff.
How much is enough? — Of course questions about how much is enough, and do we have enough stuff yet, and how long should the stuff last (and on and on), still vex us, but putting the philosophical questions aside, for most activities most of the time humans work on a principle that is called “satisficing”.
Satisfy plus suffice = Satisfice – According to Wikipedia, Herbert Simon was the person who coined the term satisfice. It was originally used to describe a decision-making strategy whereby the person decides to pick the option that is adequate rather than optimal. The idea is that the cost of making a complete analysis of all the options is not only not worth it, but may be impossible. According to Simon we often don’t have the cognitive faculties to weigh all the options. So it makes more sense to make a decision based on “what will do” or what is “good enough” rather than trying to find the optimal or perfect solution.
Designing with satisficing in mind — So if people “satisfice” rather than “optimize”, what are the implications for those of us who design web sites, software, products, or even design surveys? Satisficing leads to some interesting design guidelines which I’ve listed below.
Design web sites for scanning, not reading – In his excellent book Don’t Make Me Think, Steve Krug applies the idea of satisficing to the behavior you can observe when someone comes to your web site. You are hoping the visitor will read the whole page, but we know that “What they actually do most of the time (if we’re lucky) is glance at each new page, scan some of the text, and click on the first link that catches their interest or vaguely resembles the thing they’re looking for. There are usually large parts of the page that they don’t even look at.”
Assume that people will look for shortcuts — People will look for ways to do something faster and with less steps. This is especially true if it is a task they are doing over and over.
But if the shortcut is too hard to find — Then people will keep doing it the old way. This seems paradoxical, but it’s all about the amount of perceived work. If it seems like too much work to find a shortcut then people will stay with their old habits (they are even satisficing about satisficing).
Provide defaults — Defaults reduce the amount of work. When you provide defaults on a web form, for example, the person’s name and address is already filled in, this means there is less that people have to do. The downside of this is that people often don’t notice defaults, and so may end up accepting a default without knowing. Here again, the answer lies in the amount of effort. If it takes a lot of work to change the result of accepting a “wrong” default, then think twice about using them.
Take care with the order and wording of your survey questions – Satisficing is particular difficult for surveys. People will get into a “groove” of answering all the questions the same way because it’s easier and they don’t have to think. If your survey is more than a few questions long you will have to mix it up, and provide different options and formats for the questions or you will find that a given individual has chosen twenty-five “6′s” in a row on your scale.
What are your experiences, either as a user or a designer, with the concept of satisfying?
Originally published on WhatMakesThemClick.net.
A
man is walking down a busy city street on his way to an appointment,
and he sees what looks like a college student drop a folder of papers.
The papers scatter on the ground and the man glances over but keeps on
walking. What do you think? Why didn’t the man stop to help with the
papers?
If you answer “Well, he’s a self-absorbed person who doesn’t usually
help out strangers on the street” then chances are likely that you have
just made a “fundamental attribution” error. People
have a tendency to give personality based explanations for other peoples
behavior more weight than situational factors. Instead of explaining
the person’s behavior in the story above as being due to his “self
absorption”, you might ascribe his behavior to the situation, for
example, “He’s late for a critical meeting with the bank and doesn’t
have time to stop today. In other circumstances he would have stopped.”
Research on the fundamental attribution error shows the following:
Can’t stop making mistakes — The research shows that it is very hard to stop make the fundamental attribution error. Even when you know you are doing it, and even if you know all about it, you will still make the same error.
Is “fundamental attribution error” the same as “correspondence bias”? – Psychologists like to come up with lots of terms. Both terms have been used, and they are often used interchangeably. However, some psychologists argue that what I’ve been describing is actually the correspondence bias, and that the fundamental attribution error refers to the REASON for the correspondence bias: that we underestimate situational factors. Well, that sounds like hair splitting to me!
But maybe I’m just saying that because I’m a curmudgeonly psychology nut who doesn’t like to agree with people (ok, that was just me trying to make a joke by showing correspondence bias!).
So what’s the take-away? — Now that you know people tend to make this error, what can you do about it? Probably not much in terms of getting people to change their interpretations of others’ behaviors. But try and build in ways to cross-check your own biases. If your work requires you to make a lot of decisions about why people are doing what they are doing, you might want to stop before acting on your decisions and ask yourself, “Am I making a Fundamental Attribution Error?”
If you’d like some fairly heavy reading on the topic, I recommend:
Bawronski, Bertram. Theory-based bias correction in dispositional inference: The fundamental attribution error is dead, long live the correspondence bias. European Review of Social Psychology, 2004, 15, 183–217.
Originally published on WhatMakesThemClick.net.
I’ve just started reading Sheena Iyengar’s new book, The Art of Choosing. I’ve been a fan of Dr. Iyengar’s work for a while. She’s the author of the famous “jam study”, that I talked about in a previous blog.
(I’ll do a book review of the new book in a future post). Early in the
book she talks about some of the research on choosing and control.
The paradox of choosing – In his book The Paradox of Choice,
Barry Schwartz talks about how much we want to have lots of choices.
The paradox is that if we have lots of choices then we tend not to
choose at all. I have a chapter in my book Neuro Web Design: What makes them click devoted to our need to have choices, and the resulting inability to choose.
The innate desire to control – The desire to control our environment is built into us. This makes sense, since by controlling our environment we likely increase our chances of surviving. Iyengar’s discussion in her new book about choices got me thinking about control, and the relationship between having lots of choices and being in control. The desire to control is related to the desire to have choices.
The need to control starts young — In a study of infants as young as 4 months, the researchers attached babies’ hands to a string. The infants could move their hands to pull a string which would cause music to play. Then the researchers would then detach the string from the music control. They would play music at the same intervals, but the infant had no control over when the music would play. The babies would become sad and angry, even though the music was still playing at the same intervals. They wanted to control when the music played.
We think that choices = control — In an experiment with rats, the rats were given a choice of a direct path to food or a path that had branches and therefore required choices to be made. The rats preferred the path with branches. Monkeys and pigeons learn to press buttons to get food, but they prefer to have more than one button even though it doesn’t get them any more food. Even though it isn’t necessarily true, we equate having choices with having control. If are to feel in control, then we need to feel that our actions are powerful and that we have choices to make. Sometimes having a lot of choices makes it harder to get what we want, but we still want the choices so that we feel in control of the decision.
Originally published on WhatMakesThemClick.net.
When
people interact with each other they follow rules and guidelines for
social interaction. Here’s an example: Let’s say I go to a café and I
see you sitting by the window. We know each other, and so I come up to
you and say, “Hi Richard, how are you doing today?” I expect you to
interact with me, and I expect that interaction to follow a certain
protocol. I expect you to look at me, in fact to look me in the eye. If
our previous interactions have been positive, then I expect you to smile
a little bit. Next, you are supposed to respond to me by saying
something like, “I’m fine. I’m sitting outside here to enjoy the
beautiful weather.” Where the conversation goes next depends on how well
we know each other. If we are just casual acquaintances we might wind
down the conversation, “Well, enjoy it while you can, bye!” If we are
close friends, then I might pull up a chair and engage in a longer
conversation.
We have expectations of how the interaction will go –
and if either of us violates the expectations, then we will get
uncomfortable. For example, what if I start the conversation as above,
with “Hi Richard, how are you doing today?” but you don’t respond. What
if you ignore me? Or what if you won’t look at me? What if you say back,
“My sister never liked the color blue”, and stare into space. Or
perhaps you give me more personal information than our relationship
warrants. Any of these scenarios would make me uncomfortable. I would
probably try to end the conversation as soon as possible, and likely
avoid interacting with you next time the opportunity arises.
Online interactions follow the same social rules – When people go to a website or use an online application, they have assumptions about how the website will respond to them and what the interaction will be like. And many of these expectations mirror the expectations that they have for person-to-person interactions. If the website is not responsive or takes too long to load, it is like talking to a person who is not looking at you, or is ignoring you. If the website asks for personal information too soon in the flow of the interaction, that is like the other person getting too personal. If the website does not save your information from session to session, that is like the other person not recognizing you or remembering that you have already established a relationship.
There are cultural expectations too – Different cultures have different expectations of social rules and interactions. In the US when I meet someone knew I put out my hand for a handshake, but in other cultures a handshake would not be the normal social rule for meeting a new person. In the US it’s common to ask someone new that you meet “What do you do”, but in some cultures that would seem too personal. Similarly, if a website is not modified to meet the expectations of a particular culture (called localization of the website), then it will miss the mark because it will violate social rules of the target culture.
A new definition of social media? – Some people are saying that “social media” has reached its peak and is dying. But maybe the definition just needs to get broader. Is social media just about how to connect people together online? How to use online networking as a way to promote brands or products or services? Aren’t all online interactions really social interactions?If people expect their online interactions to follow the rules of social interactions, then isn’t something as simple as showing up at the home page of a website actually a social interaction. Is filling out a form at a government website to renew your automobile registration a social interaction?
What do you think? Should web designers think about the interactions that they are building as social interactions? Should they consider how to mirror person-to-person interaction? Would they design different interactions if they were thinking this way? Is this a new definition of “social media”?
Originally published on WhatMakesThemClick.net.
It’s
almost election time here in the USA, and there are many hotly
contested elections at local, state, and national levels. Who will you
vote for? According to the research, you are likely to vote for the
first person that appears on the ballot!
The order effect – In my book, Neuro Web Design: What makes them click?,
I write about the “order effect”. You go to a website to buy a tent for
camping. You answer some questions about the type of camping you plan
to do. The site then recommends four tents that best match your use, and
compares the tents based on 10 attributes (how waterproof they are, how
much they weigh, how much air ventilation they have, and so on). Two of
the tents are “best buys” for the attributes that are important to you.
Which tent will you buy?
Order effect at websites -- Felfernig (2007) set up a research study to find out. Even though there were 10 attributes that the tents were compared on, participants focused only on two or three attributes. The researchers varied the order in which the tents appeared on the page: first, second, third, or fourth. It turns out that the most important attribute was not whether the tent was waterproof or if it had plenty of air ventilation. The most important attribute was the order in which the tents appeared on the page! Participants disregarded attributes and simply picked whichever tent was the first one to show. People picked the first tent 2.5 times more than any other. They chose the first tent 200 times; they chose the other three tents (combined) only 60 times. This is an example of the order effect.
We rationalize the choice – The participants explained their choice, however, based on the logical decisions they thought they were making. For example, they explained the choice of tent #1 by saying, “This tent is the most waterproof.” They thought they were weighing all the attributes of all the tents, but in reality they were considering only a few attributes, and even those attributes didn’t matter. All that mattered was an unconscious reaction to which tent showed up first.
The first name on the ballot – According to research by Marc Meredith and Yuvall Salant, the same order effect influences who you vote for. In a wide range of elections, and with order randomized for different elections, Meredith and Salant found that in one out of every 10 elections, the first name on the ballot will win just because it’s first. They also calculated that being in the middle of the list lowers your chance of winning by 2.5 percentage points.
So which position candidate are you going to vote for!
Thanks to the blog Barking Up The Wrong Tree for drawing my attention to this research.
For more information on the Meredith and Sulant research: Kellogg Insight Focus On Research
For the tent research:
Felfernig, A., g. Friedrich, B. Gula, M. Hitz, T. Kruggel, G. Leitner, R. Melcher, D. Riepan, S. Strauss, E. Teppan, and O. Vitouch. 2007. Persuasive recommendation: Serial position effects in knowledge-based recommender systems. In Persuasive Technology, Second International Conference on Persuasive Technology. New York: Springer.
Originally published on WhatMakesThemClick.net.
Have
you ever had to decide how wide a column of text you should use on a
screen? Should you use a wide column with 100 characters per line? or a
short column with 50 characters per line?
It turns out that the answer depends on whether you want people to read faster or whether you want them to like the page!
Research (see reference below) demonstrates that 100 characters per line is the optimal length for on-screen reading speed; but it’s not what people prefer. People read faster with longer line lengths (100 characters per line), but they prefer a short or medium line length (45 to 72 characters per line). In the example above from the New York Times Reader, the line length averages 39 characters per line.
The research also shows that people can read one single wide column faster than multiple columns, but they prefer multiple columns (like the New York Times Reader above).
So if you ask people which they prefer they will say multiple columns with short line lengths. Interestingly, if you ask them which they read faster, they will insist it is also the multiple columns with short line lengths, even though the data shows otherwise.
It’s a quandary: Do you give people what they prefer or go against their own preference and intuition, knowing that they will read faster if you use a longer line length and one column?
What would you do?
Originally published on WhatMakesThemClick.net.
7 + - 2???
3 or 4???
Those of you who have been in the field of usability or user experience for a few years have probably heard the phrase “The Magic Number 7 Plus Or Minus 2″. This refers, actually, to what I would call an urban legend. Here’s the legend part:
Legend: “A guy named Miller did research and wrote a research paper showing that people can remember from 5 to 9 (7 plus or minus 2) things, and that people can process 7 plus or minus 2 pieces of information at a time. So you should only put 5 to 9 items on a menu, or have 5 to 9 tabs on a screen”.
Have you heard this? If you’ve been reading about usability for a while I’m sure you have. Well, it’s not quite accurate. Another guy named Baddeley questioned all this urban legend. Baddeley dug up Miller’s paper and discovered that it wasn’t a research paper, it was a talk that Miller gave at a professional meeting. And it was basically Miller thinking out loud about whether there is some kind of inherent limit to the amount of information that people can process at a time.
Baddeley conducted a long series of studies on human memory and information processing. And what he concluded is that the number is 3 to 4, not 5 to 9.
You can remember about 3-4 things (for about 20 seconds) and then they will disappear from memory unless you repeat them over and over. For example, let’s say you are driving in your car and talking on your cell phone (ok, you shouldn’t be doing that) and someone gives you a number to call. But you don’t have a pen handy, and anyway you are driving. So you try to memorize the number long enough to hang up from one call and dial the new number. What do you do? You repeat the number over and over (putting it back into short term memory each time, which buys you another 20 seconds). The interesting thing about phone numbers is that they are more than 3 or 4 numbers long. So they are hard to remember for more than 20 seconds.
712-569-4532
We also tend to chunk information into groups that have 3-4 items in them. So a phone number in the US is: 712-569-4532. Three chunks, with 3-4 items in each chunk. If you know the area code “by heart” (i.e., it’s stored in long term memory), then you don’t have to remember that, so one whole chunk went away. Phone numbers used to be easier to remember because you mainly called people in your area code, so you had the area code memorized (plus you didn’t even have to “dial” the area code at all). And then if you were calling people in your town each town had the same “exchange” — that is the 569 part of the phone number above. So all you had to remember was the last four numbers. No problem! I know I’m “dating” myself here by telling you how it used to be back in the old days. (I live in a small town in Wisconsin, and people here still give their number out as the last four digits only).
But that’s not all! Researchers working in the field of decision-making tell us that people can’t effectively choose between more than 3 to 4 items at a time.
So, what does all this mean? Can you really only have 4 items on a navigation bar? or 4 tabs on a screen, or 4 items on a product detail page at an e-commerce web site? No, not really. You can have more, as long as you group and chunk.
Here’s an example: At the Upton Tea site they have lots of tabs, but the tabs are not chunked into groups of 3 or 4.
So people will tend to do a partial scan and not even look at or read all the tabs. (I love their teas, by the way.. just wish they would do some work on the layout and emotional aspects of their site, but that’s probably another blog!).
I’ve covered more than 4 items in this blog post, so I’ll stop now! For those of you who like to read research here are some references:
You are thinking of buying a TV.
You do some research on what TV to buy and then you go online to
purchase one. What factors are involved in this decision making process?
It’s not what you think — I cover this topic in my
book Neuro Web Design: What makes them click? You like to think that
when you make a decision you have carefully and logically weighed all
the relevant factors. In the case of the TV, you have considered the
size of TV that works best in your room, the brand that you have read is
the most reliable, the competitive price, whether you should get
blu-ray, etc etc. But the research on decision-making, especially the
recent research, shows that although you want to think that your
decision-making is a conscious, deliberate process, it’s not. Most
decisions are made through unconscious mental processing.
Unconscious decision-making includes factors such as:
What are most other people buying (social validation): “I see that a particular TV got high ratings and reviews at the website”
What will make me stay consistent in my persona (commitment): “I’m the kind of person that always has the latest thing, the newest technology.”
Do I have any obligations or social debts that I can pay off with this purchase (reciprocity): “My brother has had me over to his house all year to watch the games, I think it’s time we had them over to our place to watch”
and on and on.
Don’t Confuse Unconscious with Irrational or Bad. I take exception with Dan Ariely and his book, Predictably Irrational. Most of our mental processing is unconscious, and most of our decision-making is unconscious, but that doesn’t mean it’s faulty, irrational or bad. We are faced with an overwhelming amount of data (11,000,000 pieces of data come into the brain every second!) and our conscious minds can’t process all of that. Our unconscious has evolved to process most of the data and to make decisions for us according to guidelines and rules of thumb that are in our best interest most of the time. This is the genesis of “trusting your gut”, and most of the time it works!
So What To Do? — The next step is to think about what this means for people who design things like websites, where you are providing information and/or engaging customers to make a decision. This is, of course, the topic of my book, but let’s hear from you. If we know that people are making decisions unconsciously, rather than consciously, what are some strategies we should employ at the website to encourage them to engage?
And for those of you who like to read, great books on this topic are:
Try this task
— Think back to a particular event that happened at least 5 years ago.
Maybe it was a wedding, or a family gathering, or a dinner you went to
with friends, or a vacation. Pick one for our purposes here, and
remember the event. Remember the people, and where you were and maybe
you can remember the weather, or what you were wearing.
Memories as movies? — We tend to experience our
memories of events like this as little movie clips that play back in our
minds. And because we experience them this way we have a tendency to
think that memories are stored in entirety and never change. But that’s
not what happens.
Memories are reconstructed — Our memories are actually reconstructed every time we think of them. They aren’t movie clips that are stored in the brain in a certain location like files on a hard drive. They are nerve pathways that are firing anew each time we remember the event. This makes for some interesting effects. For example, the memory can change.
Subsequent events can affect the memory – Other events that occur after the original event can change the memory of the original event. At the original event, you and your cousin were close friends. But later on you have an argument and a falling-out that lasts for years. Your memory of the first event might include your cousin being aloof and cold, even if that is not true. The later experience has changed your memory.
Mixing events — It is easy to start mixing up memories. So that things that happened at two separate events become fused into one. Your cousin was pleasant at one event, and not pleasant at the other, but over time your memories about which is which can become confused.
Filling in of gaps – You will also start to fill in your memory gaps with “made up” sequences of events, but these will seem as real to you as the original event. You can’t remember who else was at the family dinner, but Aunt Jolene is usually present at these events, and so over time your memory of the event will include Aunt Jolene.
Eyewitness testimony – Elizabeth Loftus is one of the earliest psychology researchers to study reconstructive memory. She was studying eyewitness testimonies, and was especially interested in whether language can affect memory.
Bumped, hit, or smashed – In her research Loftus would show a video clip of an automobile accident. Then she would ask a series of questions about the accident. She would change the way she worded the questions, for example, sometimes she would phrase it as: “How fast would you estimate the car was going when it hit the other vehicle”, or “How fast would you estimate the car was going when it smashed the other vehicle.” And she would ask participants in the study if they remembered seeing broken glass.
You can guess — When she used the word smashed the estimated speed was higher than when she used the word hit. And more than twice as many people remembered seeing broken glass if the word smashed was used rather than the word hit.
So what’s the impact? — Since memories are reconstructed, here are some things to keep in mind:
Elizabeth F. Loftus and John C. Palmer, Reconstruction of Automobile Destruction: An Example of the Interaction Between Language and Memory, Journal of Verbal Learning and Verbal Behavior, 13, 585-589 (1974).
Originally published on WhatMakesThemClick.net.
I
know it’s popular to think that you are multi-tasking, but the research
is clear that people actually can’t multi-task, with one specific
exception.
One thing at a time – For many years the psychology
research has shown that people can only attend to one task at a time.
Let me be even more specific. The research shows that people can attend
to only one cognitive task at a time. You can only be thinking about one
thing at a time. You can only be conducting one mental activity at a
time. So you can be talking or you can be reading. You can be reading or
you can be typing. You can be listening or you can be reading. One
thing at a time.
We fool ourselves – We are pretty good at switching back and forth quickly, so we THINK we are actually multi-tasking, but in reality we are not.
The one exception — The only exception that the research has uncovered is that if you are doing a physical task that you have done very very often and you are very good at, then you can do that physical task while you are doing a mental task. So if you are an adult and you have learned to walk then you can walk and talk at the same time.
Then again, maybe there isn’t an exception – Even this doesn’t work very well, though. A study being published in December shows that people talking on their cell phones while walking, run into people more often and don’t notice what is around them. The researchers had someone in a clown suit ride a unicycle. The people talking on a cell phone were much less likely to notice or remember the clown.
But the millennial generation can multi-task, right? – A study at Stanford University demonstrates well that multi-tasking doesn’t work, even with college students. Clifford Nass’s study (published in August of 2009 in the Proceedings of the National Academy of Sciences), found that when people are asked to deal with multiple streams of information they can’t pay attention to them, can’t remember as well, and don’t switch as well as they would have thought.
So what should you do? — One thing at a time!
For more information:
on the Stanford study:Stanford Study on Multi-Tasking
On the clown and unicycle research: Ira E. Hyman Jr *, S. Matthew Boss, Breanne M. Wise, Kira E. McKenzie, Jenna M. . “Did you see the unicycling clown? Inattentional blindness while walking and talking on a cell phone”. Applied Cognitive Psychology, December, 2009.
Originally published on WhatMakesThemClick.net.
Do
you ever feel like you are addicted to email or twitter or texting? Do
you find it impossible to ignore your email if you see that there are
messages in your inbox? Have you ever gone to Google to look up some
information and 30 minutes later you realize that you’ve been reading
and linking, and searching around for a long time, and you are now
searching for something totally different than before? These are all
examples of your dopamine system at work.
Enter dopamine – Neuro scientists have been studying
what they call the dopamine system for a while. Dopamine was
“discovered” in 1958 by Arvid Carlsson and Nils-Ake Hillarp at the
National Heart Institute of Sweden. Dopamine is created in various parts
of the brain and is critical in all sorts of brain functions, including
thinking, moving, sleeping, mood, attention, and motivation, seeking
and reward.
The myth — You may have heard that dopamine controls the “pleasure” systems of the brain: that dopamine makes you feel enjoyment, pleasure, and therefore motivates you to seek out certain behaviors, such as food, sex, and drugs.
It’s all about seeking — The latest research, though is changing this view. Instead of dopamine causing us to experience pleasure, the latest research shows that dopamine causes seeking behavior. Dopamine causes us to want, desire, seek out, and search. It increases our general level of arousal and our goal-directed behavior. (From an evolutionary stand-point this is critical. The dopamine seeking system keeps us motivated to move through our world, learn, and survive). It’s not just about physical needs such as food, or sex, but also about abstract concepts. Dopamine makes us curious about ideas and fuels our searching for information. The latest research shows that it is the opoid system (separate from dopamine) that makes us feel pleasure.
Wanting vs. liking – According to Kent Berridge, these two systems, the “wanting” (dopamine) and the “liking” (opoid) are complementary. The wanting system propels us to action and the liking system makes us feel satisfied and therefore pause our seeking. If our seeking isn’t turned off at least for a little while, then we start to run in an endless loop. The latest research shows that the dopamine system is stronger than the opoid system. We seek more than we are satisfied (back to evolution… seeking is more likely to keep us alive than sitting around in a satisfied stupor).
A dopamine induced loop – With the internet, twitter, and texting we now have almost instant gratification of our desire to seek. Want to talk to someone right away? Send a text and they respond in a few seconds. Want to look up some information? Just type it into google. What to see what your friends are up to? Go to twitter or facebook. We get into a dopamine induced loop… dopamine starts us seeking, then we get rewarded for the seeking which makes us seek more. It becomes harder and harder to stop looking at email, stop texting, stop checking our cell phones to see if we have a message or a new text.
Anticipation is better than getting — Brain scan research shows that our brains show more stimulation and activity when we ANTICIPATE a reward than when we get one. Research on rats shows that if you destroy dopamine neurons, rats can walk, chew, and swallow, but will starve to death even when food is right next to them. They have lost the desire to go get the food.
More, more, more – Although wanting and liking are related, research also shows that the dopamine system doesn’t have satiety built in. It is possible for the dopamine system to keep saying “more more more”, seeking even when we have found the information. During that google exploration we know that we have the answer to the question we originally asked, and yet we find ourselves looking for more information and more and more.
Unpredictable is the key — Dopamine is also stimulated by unpredictability. When something happens that is not exactly predictable, that stimulates the dopamine system. Think about these electronic gadgets and devices. Our emails and twitters and texts show up, but we don’t know exactly when they will or who they will be from. It’s unpredictable. This is exactly what stimulates the dopamine system. It’s the same system at work for gambling and slot machines. (For those of you reading this who are “old school” psychologists, you may remember “variable reinforcement schedules”. Dopamine is involved in variable reinforcement schedules. This is why these are so powerful).
When you hear the “ding” that you have a text – The dopamine system is especially sensitive to “cues” that a reward is coming. If there is a small, specific cue that signifies that something is going to happen, that sets off our dopamine system. So when there is a sound when a text message or email arrives, or a visual cue, that enhances the addictive effect (for the psychologists out there: remember Pavlov).
140 characters is even more addictive – And the dopamine system is most powerfully stimulated when the information coming in is small so that it doesn’t full satisfy. A short text or twitter (can only be 140 characters!) is ideally suited to send our dopamine system raging.
Not without costs — This constant stimulation of the dopamine system can be exhausting. We are getting caught in an endless dopamine loop.
Write a comment and share whether you get caught in these dopamine loops and whether you think we should use what we know about these systems to create devices and websites that stimulate them.
And for those of you who like research:
Kent C. Berridge and Terry E. Robinson, What is the role of dopamine in reward: hedonic impact, reward learning, or incentive salience?: Brain Research Reviews 28 1998. 309–369.
Originally published on WhatMakesThemClick.net.
What is it about red and blue?
— When lines (or letters) of different colors are projected or printed,
the depths of the lines may appear to be different; lines of one color
may “jump out” while lines of another color are recessed. This effect is
called Chromostereopsis. This effect is strongest with red and blue,
but it can also happen with other colors (for example, red and green).
So what? – In addition to causing a depth effect,
chromostereopsis can also be annoying and hard on the eyes. It is
fatiguing. Although there are different theories as to why your eyes
react to these color combinations in the way that they do, the important
thing to remember is that they do.
What should you do about it? – If you are a visual or web designer make sure that you are not using red and blue together in this way. I still find web sites that have this color combination. Here are a few!
Originally published on WhatMakesThemClick.net.
Let’s
start with full disclosure: I’m a baby boomer. Ok, I’ve gotten that out
of the way. I do have two millenial children (now young adults), and
most of the people I work with are Gen Xers.
How did people get together before cell phones? — My
son (age 20) recently asked me how people ever got together when I was
growing up. “There weren’t cell phones, so how did you ever arrange to
get together to hang out?”, he asked. I had to stop and think about that
for a while. “Well”, I answered, “We had regular phones. We were at
home a lot, and we’d call each other on the phone and set up a day and
time and place to meet. It was all done way ahead of time. And then we
had maybe one or two places we would hang out. So if you called someone
and they weren’t there (remember, no answering machines or voice mail
either), then you’d go drive around (there was a lot of driving around)
to the one or two (or maybe three) places that everyone tended to hang
out, and eventually you’d find who you were looking for.” It kind of
worked, although it meant that you spent most of your time looking for
each other!
Generational definitions — I’ve done some of my own exploratory research on generational differences in the last few years. Here are the age group definitions I’m using for this blog post: millenials (born between 1982 and 2002), Gen X’ers (1961-1981) and Boomers (1943-1961). I focused in my research on differences in technology use and expectations. Here are some of my findings:
Originally published on WhatMakesThemClick.net.
If
you stand in any aisle in any retail store in the USA you will be
inundated with choices. Whether you are buying candy, cereal, TVs,
jeans, you name it, you will likely have a huge number of items to
choose from. This is because people want lots of choices. If you ask
someone whether they would like to choose from a few alternatives or
have lots of choices, most people will say that they want lots of
choices.
Too Many Choices and We Freeze — In my book, Neuro
Web Design, What makes them click? I talk about the classic research in
the field of choice. Iyengar and Lepper (2000) decided to test out the
theory that if you have too many choices you don’t choose at all. They
set up booths at a busy upscale grocery store and posed as store
employees. They alternated the selection on the table. Half of the time
there were six choices of fruit jam for people to try and the other half
of the time there were twenty-four jars of jam.
Which Table Had More Visitors? — When there were twenty-four jars of jam, 60% of the people coming by would stop and taste. When there were six jars of jam only 40% of the people would stop and taste. So having more choices was better, right? Nope, that’s wrong.
Which Table Resulted in More Tasting? You would think that people would taste more jam when the table had twenty-four different varieties. But they didn’t. People tasted only a few varieties whether there were six or twenty-four choices available. People can only deal with 3 to 4 things at one time (see the post on 100 Things You Should Know about People: #3 — You Can Only Remember 3 to 4 Things At A Time (The Magic Number 3 or 4)).
Which Table Resulted in More Purchases? 31% of the people who stopped at the table with six jars actually made a purchase. But only 3% of the people who stopped at the table with twenty-four jars actually made a purchase. So even though more people stopped by, less people purchased. To give you an example of the numbers, if 100 people came by (they actually had more than that in the study, but 100 makes the calculations easy for our purposes), 60 of them would stop and try the jam at the twenty four jar table, but only two of them would make a purchase. Forty people would stop and try the jam at the six-jar table, and twelve of them would actually make a purchase.
Why Can’t You Stop? – So if “less is more” then why are you always wanting more choices? It’s part of that dopamine effect again. We find information addictive. It is only when we are confident of our decision that we stop seeking more information. (see the post on 100 Things You Should Know About People: #8 — Dopamine Makes You Addicted To Seeking Information)
What should you do if you are trying to sell something? – Resist the impulse to provide lots and lots of choices to your customers. Remember they will SAY they want lots of choices, and you will think that lots of choices is a good thing (because you like them too), but too many choices means they won’t buy at all.
What should you do if you are the consumer? – Stay aware of when you have gone over 3 to 4 choices or 3 to 4 points of information. Start some new habits by making “rules” for yourself. For example, make a rule, that when you have 4 pieces of information or 4 choices lined up that you will either stop seeking more information and make your decision/choice, or at least take a break from your searching so you can break the dopamine loop. It takes a while to replace an old habit with a new one, so you may have to be patient. And I’ll tell you the truth… I think that the dopamine reaction is so strong you may not be able to ever really stop this information seeking/choice seeking loop. But you can always try!
And for those of you who like research:
Iyengar, Sheena S. and Mark R. Lepper. 2000. When choice is demotivating: Can one desire too much of a good thing?. Journal of Personality and Social Psychology. 79: 995-1006.
Originally published on WhatMakesThemClick.net.
It’s
the holiday season right now in the USA which means that people are
talking about what they want as a gift. I would like a Kindle or one of
the new Barnes and Noble competitors to the Kindle. Since we are being
frugal in our household this year I don’t think I’m going to get one
(and I haven’t read the reviews yet to see whether I want the Kindle or
the new B&N competitor).
Is a Kindle the same as text online? — It might seem
contradictory, then, for me to say I want a Kindle and then write a
post about the idea that reading text online is not fun. But actually I
am not talking about the same thing at all. I’ve tried a Kindle, and the
liquid ink technology is different than LCD displays on a laptop or a
desktop monitor. Reading text on a computer screen is admittedly better
than it was years ago. I go back to the dreaded “green screen” days, and
I can say with certainty that reading text on my MacBook Pro is a lot
better than reading text on the green (or amber — how many of you
remember amber?) and black screens from yester year.
It’s the luminescence – Computer screens however, have a different lighting display than the Kindle, and certainly are different than reading on paper. When you are reading text on paper the light is reflected off the paper and back to your eyes. When you are reading text on a computer screen the reflections of room or sunlight are different.
So what’s the result? – The result is that reading text online is tiring to the eyes. People are only going to read a limited amount of text at a time on a computer screen. If you want people to read text on a computer screen you have to do the following:
Break the text up into chunks -- use bullets, short paragraphs, pictures and any other means you can to break the text up. People will read a few lines of text on a computer screen and then skip to the next paragraph, so break it up.
Use a font that is easy to read — There have been “font wars” for years. The research shows that the font you use is not a big deal as long as it is basically readable. Meaning don’t use an overly decorative font for a block of text.
Use a font size that is easy to read – Even younger people complain about small fonts.
Use black text on a white background or close to that – You need enough difference between foreground and background. Black text on a white background is the most readable.
Make the content worth it – In the end it all boils down to whether what is on the page is of interest to the reader. If it is then the reader will be more patient with having to read the text online.
So what do you think? Do you have a Kindle or the new B&N device? Do you think it is different than reading text on a computer screen? Are you an avid text reader online?
If you are interested in reading the research about font type and reading more about typography and readability here are two great websites:
http://www.hgrebdes.com/typefaces
http://www.alexpoole.info/academic/literaturereview.html
Originally published on WhatMakesThemClick.net.
You
go online to re-order a box of your favorite pens. Will you value the
product more if the product page has a picture of the pens versus just a
text description? Would you think the pens are worth more if you were
in the office store and the pen was right in front of you? Does it
matter if you are buying pens or food or any other product? In other
words, does the way the item is displayed at the time of decision affect
the dollar value that people put on them? Bushong and a team of
researchers decided to test this out. The answers they came up with
might surprise you. I know they surprised me.
How much would you pay for the chips? — In the first set of experiments
they used snack food (potato chips, candy bars). Participants were
given money they could spend. They had lots of choices, so they got to
pick what they wanted to buy (by the way, they screened out people on a
diet, people with eating disorders etc). The participants could read the
name/brief description of the item (Lays Potato Chips in a 1.5 oz bag)
or see a picture of the item, or have the real item right in front of
them. Here’s a chart of the results:
The real deal counts – Having a picture didn’t increase the amount of money people were willing to “bid” for the product, but having the product right in front of them definitely did by up to 60%. Interestingly, the form of presentation didn’t change how much people said they liked the item, just the dollar value. In fact, for some items that they had said before the experiment they didn’t like, they still valued those more highly if they were in front of them.
What about toys and trinkets instead of food? — The researchers were surprised. They thought the images would be more powerful than text. They decided to try the experiment again, each time varying some conditions. For example, they tried the experiment with toys and trinkets instead of food. Same result.
What about behind plexiglass? – They wondered if with the food there was some unconscious olfactory (smell) cues that were triggering the brain, so they did another experiment putting the food in view, but behind plexiglass. If the food was in view, but behind plexiglass it was deemed to be worth a little more money, but not the same as if it were available within reach. Ah! they thought it is olfactory!, but then they found the same result with the non food items.
Ok, so we’ll give samples – Deciding to try one more thing, they went back to food items, but this time let people see and taste a sample. The actual item wasn’t there, but the sample was. Surely, they thought, the sample will be the same as having the actual item in front of them. Wrong again!
The researchers note that in this taste condition the participants didn’t even look at the samples in the paper cup, since they knew they were the same as the food in the package.
A Pavlovian response? — The researchers hypothesize that there is a physical Pavlovian response going on: When the product is actually available, that acts as a conditioned stimulus and elicits a response. The images and even text could become a conditioned stimulus and produce the same response, but they have not been set up in the brain to trigger the same response as the actual item.
As you start to think of the implications, here are some things to consider:
a) People were not going online and deciding whether or not to buy an item they were unfamiliar with. They were not at an apparel website deciding whether this was the right shirt or not. In those cases showing an image might have a huge impact. In these experiments the participants were all familiar already with the products.
b) Having the product physically available and not behind a barrier or plexiglass cover seems to be very important.
c) Sounds like those brick and mortar stores have an edge, at least on price.
Let me know your thoughts on the implications of the experiments.
And for those of you who like to read the research:
B. Bushong, L.M. King, C.F. Camerer, A. Rangel, Pavlovian processes in consumer choice: The physical presence of a good increases willingness-to-pay. American Economic Review, 2010, 100:1-18.
Originally published on WhatMakesThemClick.net.
What do you see when you look at the x’s below?
xx xx xx xx
Chances are you will say you see four sets of 2 x’s each. You won’t see them as 8 separate x’s. You interpret the white space, or lack of it, as a pattern.
People are great at recognizing patterns – Recognizing patterns helps you make quick sense of all the sensory input that comes to you every second. Your eyes and your brain will want to create patterns, even if there are no real patterns there. Your brain wants to see patterns.
Individual cells respond to certain shapes – In 1959, two researchers, Hubel and Wiesel showed that there are individual cells in the visual cortex of your brain that respond only to horizontal lines, other cells that respond only to vertical lines, other cells that respond to edges, and cells that respond only to certain angles. (In 1981 Hubel and Wiesel won a Nobel price for their work on vision).
The Memory Bank Theory – Even with Hubel and Wiesel’s work in 1959, for many years the prevailing theory of pattern recognition was that you have a memory bank that stores millions of objects, and when you see an object you compare it with all the items in your memory bank until you find the one that matches.
You recognize objects by simple shapes – But research now points to the idea that we recognize certain basic shapes in what we are looking at, and we use these basic shapes, called geons, to recognize objects. Irving Biederman came up with the idea of geons in 1985. It’s thought that there are 24 basic shapes that people recognize, and that these shapes are the building blocks of the objects we see and identify.
The picture at the beginning of this article shows examples of Biederman’s geons and how they are incorporated into objects for pattern recognition.
Take-Aways:
And for those of you who like to read the research:
Biederman, I., Human Image Understanding: Recent Research and a Theory in Computer Vision, Graphics and Image Processing, 1985, Elsevier.
Have
you heard someone say, “Oh, John – he’s so creative! I wish I was
creative like that.” It makes it sound as if creativity is a natural
skill or talent, like the ability to sing or paint. Other times people
say “I’m going to a seminar to learn how to be more creative.” That
makes it sound as if creativity is a skill that anyone can learn. So,
which is it? Well, kind of both and kind of neither.
Four Types of Creativity – Arne Dietrich (2004)
identifies 4 different types of creativity with corresponding different
brain activities. Think of it like a matrix:
Creativity can be either emotionally or cognitively based, and it can also be spontaneous or deliberate. That gives you the four quadrants.
#1: Thomas Edison – Deliberate and cognitive creativity is the kind of creativity that comes from sustained work in a discipline. For example, Thomas Edison, the inventor of the electric light bulb, was a deliberate and cognitive creator. He ran experiment after experiment before he would come up with an invention. In addition to the light bulb, Thomas Edison also invented the phonograph, and the motion picture camera. One of his famous quotes is:
#2: Personal breakthrough “a-ha” moments – If you’ve ever had a personal crisis (relationship break-up, got fired, gone through a bankruptcy), and then had a flash of insight about yourself and what chain of bad decisions you might have made that contributed to the crisis, then you may have experienced deliberate, emotional creativity. This type of creativity also involves the PFC. That is the deliberate part. But instead of focusing attention on a particular area of knowledge or expertise, people who are engaging in deliberate, emotional creativity have a-ha moments having to do with feelings and emotions. The cingulate cortex is the part of the brain that processes complex feelings that are related to how you interact with others, and your place in the world. And the cingulated cortex is connected to the PFC. These two brain areas are active with this type of creativity.
#3 Isaac Newton “Eureka” moments – Have you ever been working on a problem or idea that you can’t seem to solve. Maybe you have been trying to figure out how to staff a project at work, and you just don’t see how you can free up the right people to do the project. Then you go to lunch, and on your way back you get a flash of insight about how to staff the project. This is an example of spontaneous and cognitive creativity.
Spontaneous and cognitive creativity involves the basal ganglia of the brain. This is where dopamine is stored, and it is a part of the brain that operates outside of your conscious awareness. During spontaneous, cognitive creativity, the conscious brain stops working on the problem, and this gives the unconscious part of the brain a chance to work on it instead. If a problem requires “out of the box” thinking then you need to remove it temporarily from conscious awareness. By doing a different, unrelated activity, the PFC is able to connect information in new ways via your unconscious mental processing. The story about Isaac Newton thinking of gravity while watching a falling apple is an example of spontaneous and cognitive creativity. Notice that this type of creativity does need an existing body of knowledge. That is the cognitive part.
#4: “Epiphanies” — Spontaneous and emotional creativity comes from the amygdala. The amygdala is where basic emotions are processed. When the conscious brain and the PFC are resting, then it is possible for spontaneous ideas and creations to emerge. This is the kind of creativity that you think of when you think about great artists and musicians. Often these kind of spontaneous and emotional creative moments are quite powerful, such as an epiphany, or a religious experience. There is not specific knowledge necessary (it’s not cognitive) for this type of creativity, but there is often skill (writing, artistic, musical) needed to create something from the spontaneous and emotional creative idea.
Take-Aways:
#1: Why You Can’t Resist Paying Attention to Food, Sex, or Danger
Printed with permission: © Glenn Francis, www.PacificProDigital.com
From reptiles to people — If you look at brains from an evolutionary perspective, the “old brain” developed first (hence the name “old brain”!). In fact, that part of our brain is very similar to the brain of a reptile, which is why some people call it the “reptilian” brain.
“Can I eat it? Can I have sex with it? Will it kill me?” – The job of your old brain is to constantly scan the environment and answer the questions: “Can I eat it? Can I have sex with it? Will it kill me?” That’s really all the old brain cares about, is food sex and danger. When you think about it, this is important. Without food you’ll die, without sex the species won’t continue, and if you are killed the other two questions don’t matter. So animal brains developed early on to care intensely about these three topics. As animals evolved they developed other capacities (emotions, logical thought), but they retained a part of their brain to always be scanning what is going on for these three critical questions.
You Can’t Resist — What this means is that you just can’t resist noticing food, sex, or danger. It doesn’t matter how hard you try to not notice these 3 things in your surroundings, you will always notice them. It’s the old brain working. You don’t necessarily have to do anything once you notice, for example, you don’t have to eat the chocolate cake when you see it, you don’t have to flirt with the attractive person who walked into the room, and you don’t have to run away from the large scary guy that walked in the room with the good looking woman. But you WILL notice all of those things whether you want to or not.
Cake, Pretty Woman, and a Crash on the home page — I get emails from people who have read about the old brain in my book. They will write to me wanting advice about how they should fit a picture of cake, a woman in a bikini, and an industrial accident all at the home page of their corporate website. (I do get some interesting emails!). I’m not advocating that you do that! I am pointing out that if you want to get someone’s attention at a website, then any images or headlines that include or imply food, sex, or danger will definitely get attention. But you will have to decide what is appropriate!
Have you seen any good examples of websites that use these ideas effectively (besides just sex sites — don’t send me URLs for those)?
Originally published on WhatMakesThemClick.net.
#2: Bite-Sized Chunks Of Info Are Best
I am about to head to Portugal for a
week, and I was interested in exploring different possible destinations
in Portugal. I may not have much time for touring (I’m going to speak at
the UXLX conference
there), but if I did have time, where should I go? I have to admit to
pretty much total ignorance about Portugal, the different regions,
landscapes, and parts of the country, so I went to the official tourism
web site for the country.
Give me a little bit at a time — The Portugal tourism site did an OK job of what is called progressive disclosure.
This is fancy term that is used in the field of psychology to refer to
providing information in increasing chunks of size and complexity.
We can only handle so much — Humans can only process small amounts of information at a time (consciously that is… the estimate is that we handle 40,000,000 pieces of information every second, but only 40 of those make it to our conscious brains). One mistake that web sites make is to give too much information all at once, like this web site from the Canadian government:
There is no chunking here, there is not progressive disclosure. It’s just all the information thrown on the page all at once. The result? You don’t read it, you just leave.
Feeding bits of information – The Portugal site was just OK when it came to progressive disclosure. New Zealand does a much better job. The New Zealand tourism site has multiple levels of disclosure, feeding you the information bit by bit. Here’s the first page on the regions of New Zealand:
Here, I see the overall map and names of the different regions. If I hover over one of the regions in the list then I see a thumbnail of information:
Continuing on with this idea of progressive disclosure, if I click on that region then I link to a page with more pictures and little more detail:
There is a big map and there are tabs to go to for more information. If I scroll down I’ll have details on the region:
This is a great example of how to use progressive disclosure.
It’s not the clicks that count (pun intended) – One thing I’d like to point out is that progressive disclosure requires multiple clicks. Sometimes you will hear people say that websites should minimize the number of clicks that people have to make to get to the detailed information. The number of clicks is not the important criteria. People are very willing to make multiple clicks, in fact that won’t even notice they are making the clicks, if they are getting the right amount of information at each click to keep them going down the path.
Think progressive disclosure, don’t count clicks.
Should I let the web site design influence whether I book a ticket? Not this time at least. This time I’m headed for Portugal, where I plan to use the Portugal tourism site as a case study in my workshop!
Originally published on WhatMakesThemClick.net.
We can only handle so much — Humans can only process small amounts of information at a time (consciously that is… the estimate is that we handle 40,000,000 pieces of information every second, but only 40 of those make it to our conscious brains). One mistake that web sites make is to give too much information all at once, like this web site from the Canadian government:
There is no chunking here, there is not progressive disclosure. It’s just all the information thrown on the page all at once. The result? You don’t read it, you just leave.
Feeding bits of information – The Portugal site was just OK when it came to progressive disclosure. New Zealand does a much better job. The New Zealand tourism site has multiple levels of disclosure, feeding you the information bit by bit. Here’s the first page on the regions of New Zealand:
Here, I see the overall map and names of the different regions. If I hover over one of the regions in the list then I see a thumbnail of information:
Continuing on with this idea of progressive disclosure, if I click on that region then I link to a page with more pictures and little more detail:
There is a big map and there are tabs to go to for more information. If I scroll down I’ll have details on the region:
This is a great example of how to use progressive disclosure.
It’s not the clicks that count (pun intended) – One thing I’d like to point out is that progressive disclosure requires multiple clicks. Sometimes you will hear people say that websites should minimize the number of clicks that people have to make to get to the detailed information. The number of clicks is not the important criteria. People are very willing to make multiple clicks, in fact that won’t even notice they are making the clicks, if they are getting the right amount of information at each click to keep them going down the path.
Think progressive disclosure, don’t count clicks.
Should I let the web site design influence whether I book a ticket? Not this time at least. This time I’m headed for Portugal, where I plan to use the Portugal tourism site as a case study in my workshop!
Originally published on WhatMakesThemClick.net.
#3: You Know How To Do Things You've Never Done Before
Imagine
that you’ve never seen an iPad, but I’ve just handed one to you and
told you that you can read books on it. Before you turn on the iPad,
before you use it, you have a model in your head of what reading a book
on the iPad will be like. You have assumptions about what the book will
look like on the screen, what things you will be able to do, and how you
will do them—things like turning a page, or using a bookmark. You have a
“mental model” of reading a book on the iPad, even if you’ve never done
it before.
If you’ve used an iPad before, your mental model of reading a book on
an iPad will be different than that of someone who has never used one,
or doesn’t even know what an iPad is. If you’ve been using a Kindle for
the past year, then your mental model will be different from someone who
has never read a book electronically. And once you get the iPad and
read a couple of books on it, whichever mental model you had in your
head before will start to change and adjust to reflect your experience.
What is a mental model? – The term mental model has been around for at least the last 25 years. One of my favorite definitions is from Susan Carey’s 1986 journal article, “Cognitive science and science education”, which says:
“A mental model represents a person’s thought process for how something works (i.e., a person’s understanding of the surrounding world). Mental models are based on incomplete facts, past experiences, and even intuitive perceptions. They help shape actions and behavior, influence what people pay attention to in complicated situations, and define how people approach and solve problems.”
Users create mental models very quickly — often before they even use a website or a product. Users’ mental models come from their prior experience with similar sites or products, assumptions they have, things they’ve heard others say, and also from their direct experience with the product or device. Mental models are subject to change.
Mental models vs. conceptual models – In order to understand why mental models are so important to design, you have to also understand what a conceptual model is and how it is different from a mental model. A mental model is the representation that a person has in their minds about the object they are interacting with. A conceptual model is the actual model that is given to the person through the design and interface of the actual product. Going back to the iPad ebook example, you have a mental model about what reading a book will be like in the iPad, how it will work, what you can do with it. But when you sit down with the iPad, the “system” (the iPad) will display what the conceptual model of the book app actually is. There will be screens, and buttons, and things that happen. The actual interface is the conceptual model. Someone designed an interface and that interface is communicating to you the conceptual model of the product.
Why care about this mental model/conceptual model idea? –Here’s why you should care: If there is a mismatch, between the person’s mental model and the product’s conceptual model, then the product or website will be hard to learn, hard to use, or not accepted. How do mismatches occur? Here are some examples:
A different use of the term – By the way, the way I’m using the term mental model is, I believe, the most common definition, but it does not fit with at least one of the new definitions I’ve been reading and hearing about lately. Indi Young has written a book called Mental Models, and she’s using the term in a different way. She diagrams the behavior of a particular audience doing a series of tasks, including their goals and motivations. Then underneath that she describes what the “system” or product will do, or be like, in order to match the task. This entire structure she calls a “mental model.” Her methodology and its output look useful, but it doesn’t match the definition of mental models that I’m using here.
The Best Designers – a) understand the mental models of the intended audience (with task analysis, observations, interviews, etc), and b) design a conceptual model to fit the audience’s mental model, or a design a new one and know how to get us to switch from old to new.
Take Aways:
What is a mental model? – The term mental model has been around for at least the last 25 years. One of my favorite definitions is from Susan Carey’s 1986 journal article, “Cognitive science and science education”, which says:
“A mental model represents a person’s thought process for how something works (i.e., a person’s understanding of the surrounding world). Mental models are based on incomplete facts, past experiences, and even intuitive perceptions. They help shape actions and behavior, influence what people pay attention to in complicated situations, and define how people approach and solve problems.”
Users create mental models very quickly — often before they even use a website or a product. Users’ mental models come from their prior experience with similar sites or products, assumptions they have, things they’ve heard others say, and also from their direct experience with the product or device. Mental models are subject to change.
Mental models vs. conceptual models – In order to understand why mental models are so important to design, you have to also understand what a conceptual model is and how it is different from a mental model. A mental model is the representation that a person has in their minds about the object they are interacting with. A conceptual model is the actual model that is given to the person through the design and interface of the actual product. Going back to the iPad ebook example, you have a mental model about what reading a book will be like in the iPad, how it will work, what you can do with it. But when you sit down with the iPad, the “system” (the iPad) will display what the conceptual model of the book app actually is. There will be screens, and buttons, and things that happen. The actual interface is the conceptual model. Someone designed an interface and that interface is communicating to you the conceptual model of the product.
Why care about this mental model/conceptual model idea? –Here’s why you should care: If there is a mismatch, between the person’s mental model and the product’s conceptual model, then the product or website will be hard to learn, hard to use, or not accepted. How do mismatches occur? Here are some examples:
- The designers thought they knew who would be using the interface and how much experience they had with interfaces like this, and they designed according to those assumptions without testing them, and it turns out their assumptions were wrong.
- The audience or the product or website is varied. The designers designed for one “persona” or type of audience, and the mental model and conceptual model match for that group, but not for others.
- There are no real designers. The conceptual model wasn’t really designed at all, It’s just a reflection of the underlying hardware or software or database. So the only people whose mental model it fits are the programmers. If the audience is not the programmers then you are in trouble.
A different use of the term – By the way, the way I’m using the term mental model is, I believe, the most common definition, but it does not fit with at least one of the new definitions I’ve been reading and hearing about lately. Indi Young has written a book called Mental Models, and she’s using the term in a different way. She diagrams the behavior of a particular audience doing a series of tasks, including their goals and motivations. Then underneath that she describes what the “system” or product will do, or be like, in order to match the task. This entire structure she calls a “mental model.” Her methodology and its output look useful, but it doesn’t match the definition of mental models that I’m using here.
The Best Designers – a) understand the mental models of the intended audience (with task analysis, observations, interviews, etc), and b) design a conceptual model to fit the audience’s mental model, or a design a new one and know how to get us to switch from old to new.
Take Aways:
- People always have a mental model, and it often doesn’t match what the conceptual model that someone designed (or forgot to design!).
- The secret to designing an intuitive and delightful product experience is making sure that the conceptual model of the product matches, as much as possible, the mental models of your audience.
- If you have a brand new product that you know will not match anyone’s mental model then you will have to provide training to prepare the person to create a new mental model.
- If you are struggling to learn how to use a new website, software or device, it might be because you are holding on to an old mental model that doesn’t work anymore. Try letting it go and looking at the product without so many assumptions about how it works.
#4: Even The Illusion Of Progress Is Motivating
Card B: The card has 12 boxes for the stamps, and when you get the card the first two boxes are already stamped.
Question: How long will it take you to get the card filled up? Will it take longer or shorter for scenario A vs. scenario B? After all, you have to buy 10 cups of coffee in both scenarios in order to get the free coffee. So does it make a difference which card you use?
The answer apparently is yes. You will fill up the card faster with Card B than with Card A. And the reason is called the “goal-gradient” effect.
The goal-gradient effect was first studied in 1934 by Hull with rats. He found that rats that were running a maze to get food at the end would run faster as they got to the end of the maze.
The goal-gradient effect says that you will accelerate your behavior as you progress closer to your goal. The scenarios I describe above were part of a research study by Ran Kivetz, Oleg Urminsky, and Yuhuang Zheng (full reference is below). They decided to see if humans would behave like the rats. And the answer is, yes they do.
Here are some important things to keep in mind about the goal-gradient effect:
- The shorter the distance to the goal the more motivated people will be to reach it.
- You can get this extra motivation even with the illusion of progress, as in Scenario B above. There really isn’t any progress (you still have to buy 10 coffees), but it seems like there is some progress so it has the same effect
- People enjoy being part of the reward program. When compared to customers who were not part of the program, the customers with the reward cards smiled more, chatted longer with café employees, said “thank you” more often and left a tip more often (all statistically significant for you research buffs out there).
- In a related experiment the same researchers showed that people would visit a web site more frequently and rate more songs during each visit as they got closer to a reward goal at the site. So this goal-gradient effect appears to be generalizable across many situations.
- Motivation and purchases plummet right after the goal is reached. This is called a “post-reward resetting phenomenon”. If you have a 2nd reward level people will initially not be very motivated to reach that 2nd reward. Right after a reward is reached is when you are most at risk of losing your customer.
Ran Kivetz, Oleg Urminsky, and Yuhuang Zheng, The Goal-Gradient Hypothesis Resurrected:Purchase Acceleration, Illusionary Goal Progress, and Customer Retention, Journal of Marketing Research, 39 Vol. XLIII (February 2006), 39–58.
Originally published on WhatMakesThemClick.net.
#5: People See What They Expect To See
During
December of 2009, Farid Seif, a businessman from Houston, Texas,
boarded a flight in Houston with a loaded handgun in his laptop case. He
made it through security without a problem. Farid is not a terrorist.
The gun is legal in Texas; he forgot to take it out of his laptop case
before his travel. Farid realized the mistake when he got to his
destination at the end of the trip.
Airport security at the Houston airport did not detect the gun. It
would have been easily seen by a security screener through the scanner
at the airport, but no one noticed it.
Homeland Security in the US routinely tests the ability to pass security screening with guns, bomb parts, and other forbidden materials, by sending people through undercover with material. The US government hasn’t released the figures officially, but the estimate is that 70% of these tests fail, meaning most of the time the undercover people are able to get through security, like Farid Seif, with objects that are supposed to be spotted.
People get used to the frequency of an event – Why do the security personnel notice the bottle of shampoo that is too large, but miss a loaded handgun? Research on attention gives a hint on why this might happen. It has to do with the expectation of how frequently an event does or does not happen.
They expect the shampoo — The security personnel miss the loaded handgun and bomb parts at least in part because they don’t encounter them frequently. The security person is working for hours at a time, watching people, and looking at the scanner screen. An expectation develops about how frequently certain violations occur. For example, he or she probably encounters too large containers of shampoo, or nail scissors fairly often, and so expects to see those, and then notices them when they appear. On the other hand, he or she probably does not encounter loaded handguns or bomb parts very often. Bellenkes (1997) conducted research these frequency expectations, and found that people create a mental model about how frequently an event is likely to occur. Unconsciously, that expectation affects how much they look for an event to occur, which affects how much attention they pay to looking for the event.
You can watch an ABC news clip on the Farid Seif incident here.
And for those of you who like to read the research: Bellenkes, A. H., Wickens, C. D., & Kramer, A. F. (1997). Visual scanning and pilot expertise: the role of attentional flexibility and mental model development. Aviation, Space, and Environmental Medicine, 68(7), 569-579.
Homeland Security in the US routinely tests the ability to pass security screening with guns, bomb parts, and other forbidden materials, by sending people through undercover with material. The US government hasn’t released the figures officially, but the estimate is that 70% of these tests fail, meaning most of the time the undercover people are able to get through security, like Farid Seif, with objects that are supposed to be spotted.
People get used to the frequency of an event – Why do the security personnel notice the bottle of shampoo that is too large, but miss a loaded handgun? Research on attention gives a hint on why this might happen. It has to do with the expectation of how frequently an event does or does not happen.
They expect the shampoo — The security personnel miss the loaded handgun and bomb parts at least in part because they don’t encounter them frequently. The security person is working for hours at a time, watching people, and looking at the scanner screen. An expectation develops about how frequently certain violations occur. For example, he or she probably encounters too large containers of shampoo, or nail scissors fairly often, and so expects to see those, and then notices them when they appear. On the other hand, he or she probably does not encounter loaded handguns or bomb parts very often. Bellenkes (1997) conducted research these frequency expectations, and found that people create a mental model about how frequently an event is likely to occur. Unconsciously, that expectation affects how much they look for an event to occur, which affects how much attention they pay to looking for the event.
You can watch an ABC news clip on the Farid Seif incident here.
And for those of you who like to read the research: Bellenkes, A. H., Wickens, C. D., & Kramer, A. F. (1997). Visual scanning and pilot expertise: the role of attentional flexibility and mental model development. Aviation, Space, and Environmental Medicine, 68(7), 569-579.
#6: People Process Information Best In Story Form
One
day, many years ago, when I was early in my career, I found myself in
front of a classroom full of people who did not want to be there. Their
boss had told them they had to attend the class I was giving. I knew
that many, even most, of them thought the class was a waste of their
time, and knowing that was making me nervous. I decided to be brave and
forge ahead. Certainly my great content would grab their attention,
right?
I took a deep breath, smiled, and with a strong voice, I started the
session with a big “Hello Everyone. I’m certainly glad to be here.” More
than half the class weren’t even looking at me. They were reading their
emails and writing out to do lists. One guy had the morning newspaper
open and was reading that. It was one of those moments where seconds
seem like hours. I thought to myself in panic, What am I going to do?
Then I had an idea. “Let me tell you a story”, I said. At the word “story” everyone’s head jerked up and all eyes were on me. I knew I only had a few seconds to start a story that would hold their attention. “It was 1988 and a team of Navy officers on the USS Vincennes in the Persian Gulf, were staring at a computer screen. Something had just appeared on the radar in protected air space. They had orders to shoot down any hostile aircraft. Was this a hostile aircraft? Was it a military plane? Was it a commercial airliner? They had 2 minutes to decide what to do.”
I had them! Everyone was interested and riveted. I finished the story, which nicely made my point about why it’s important to design usable computer interfaces, and we were off to a great start. The rest of the day flew by, everyone was interested and engaged, and I got some of my best teacher evaluations ever. Now I make sure to use that magic phrase, “Let me tell you a story” at least once in every talk I give, or class I teach.
Stories are very powerful — They grab and hold attention. But they do more than that. They also help people process information and they imply causation.
Tried and true story formats — Aristotle identified the basic structure of stories, and many people have expounded on his ideas since. One model is the basic three act structure: Beginning, Middle and the End. This may not sound very unusual, but when Aristotle came up with it over 2000 years ago it was probably pretty radical.
In the Beginning you introduce your audience to the setting, the characters and the situation or conflict. In the story above I introduced you to the setting (I had to give a class), the characters (me and students), and the conflict (the students don’t want to be there.
My story was very short, so the Middle part was short too. In the middle part of a story, there are typically obstacles and conflicts that the main character has to triumph over. These are usually somewhat resolved, but not completely resolved. In my story above the main character tried her usual opening and it failed Then she started to panic.
In the End of the story the obstacles come to a peak and then are resolved. In my story above I thought of what to do (tell a story to the class), which I did, and which succeeded.
This is just a basic outline. There are many variations and plots that can be added and woven in.
Classic stories — There are many stories that appear over and over in literature and in movies. Here are some of the popular themes that have been identified:
The Great Journey
Coming of Age
The Sacrifice
The Epic Battle
The Fall From Grace
Love
Fate
Revenge
The Trick
Mystery
Stories can be used to imply causation — Stories imply causation. Because stories usually involve some form of chronological narrative (first this happens, next this happens), they can imply causation even if it is not there. People are quick to assign causality. The human brain is always looking for causation. Stories make it even easier to make this causal leap. (Chabris and Simon, 2010)
Stories are important in all communications – Sometimes I hear people say, “Stories are fine for some communications, but not the one I’m working on now. I’m designing the website for the Annual Report of the company. Stories aren’t appropriate there; it’s just financial information.” Not true. There are always appropriate stories you can use any time you are trying to communicate.
How do you use stories in your communication? How could you use them more effectively?
For reading about how stories imply causation, see the book, The Invisible Gorilla, by Chabris and Simon, 2010. For a whole chapter on why stories are important in communication, and the research on this topic, see my book: Neuro Web Design: What makes them click?
Then I had an idea. “Let me tell you a story”, I said. At the word “story” everyone’s head jerked up and all eyes were on me. I knew I only had a few seconds to start a story that would hold their attention. “It was 1988 and a team of Navy officers on the USS Vincennes in the Persian Gulf, were staring at a computer screen. Something had just appeared on the radar in protected air space. They had orders to shoot down any hostile aircraft. Was this a hostile aircraft? Was it a military plane? Was it a commercial airliner? They had 2 minutes to decide what to do.”
I had them! Everyone was interested and riveted. I finished the story, which nicely made my point about why it’s important to design usable computer interfaces, and we were off to a great start. The rest of the day flew by, everyone was interested and engaged, and I got some of my best teacher evaluations ever. Now I make sure to use that magic phrase, “Let me tell you a story” at least once in every talk I give, or class I teach.
Stories are very powerful — They grab and hold attention. But they do more than that. They also help people process information and they imply causation.
Tried and true story formats — Aristotle identified the basic structure of stories, and many people have expounded on his ideas since. One model is the basic three act structure: Beginning, Middle and the End. This may not sound very unusual, but when Aristotle came up with it over 2000 years ago it was probably pretty radical.
In the Beginning you introduce your audience to the setting, the characters and the situation or conflict. In the story above I introduced you to the setting (I had to give a class), the characters (me and students), and the conflict (the students don’t want to be there.
My story was very short, so the Middle part was short too. In the middle part of a story, there are typically obstacles and conflicts that the main character has to triumph over. These are usually somewhat resolved, but not completely resolved. In my story above the main character tried her usual opening and it failed Then she started to panic.
In the End of the story the obstacles come to a peak and then are resolved. In my story above I thought of what to do (tell a story to the class), which I did, and which succeeded.
This is just a basic outline. There are many variations and plots that can be added and woven in.
Classic stories — There are many stories that appear over and over in literature and in movies. Here are some of the popular themes that have been identified:
The Great Journey
Coming of Age
The Sacrifice
The Epic Battle
The Fall From Grace
Love
Fate
Revenge
The Trick
Mystery
Stories can be used to imply causation — Stories imply causation. Because stories usually involve some form of chronological narrative (first this happens, next this happens), they can imply causation even if it is not there. People are quick to assign causality. The human brain is always looking for causation. Stories make it even easier to make this causal leap. (Chabris and Simon, 2010)
Stories are important in all communications – Sometimes I hear people say, “Stories are fine for some communications, but not the one I’m working on now. I’m designing the website for the Annual Report of the company. Stories aren’t appropriate there; it’s just financial information.” Not true. There are always appropriate stories you can use any time you are trying to communicate.
How do you use stories in your communication? How could you use them more effectively?
For reading about how stories imply causation, see the book, The Invisible Gorilla, by Chabris and Simon, 2010. For a whole chapter on why stories are important in communication, and the research on this topic, see my book: Neuro Web Design: What makes them click?
#7: Your Unconscious Knows First
You are shopping for a new computer and
the salesperson you are talking to is offering you what seems to be a
good deal. And yet there is a part of you that feels uncomfortable and
isn’t sure if this is the right computer, or the right deal, or the
right store for you. If you had to articulate why you felt uncomfortable
you might not be able to say why, or you’d make up a reason, but that
might not really be the reason. So what’s going on?
Your unconscious mind is faster than your conscious mind
– One of my favorite pieces of research is the study by Bechara and
Damasio. It’s a little complicated to explain, so a few months ago I put
together a short video “re-enactment” to help describe the research. I
have a summary below as well:
A card game — The subjects in the study played a gambling game with decks of cards. Each person received $2,000 of pretend money. They were told that the goal was to lose as little of the $2,000 as possible, and to try to make as much over the $2000 as possible. There were four decks of cards on the table. The participant turned over a card from any of the four decks, one card at a time. They continued turning over a card from the deck of their choice until the experimenter told them to stop. They didn’t know when the game would end. The participant was told that every time they turned over a card, they earned money. They were also told that sometimes when they turned over a card, they earned money but also lost money (by paying it to the experimenter).
The participants didn’t know any of the rules of the gambling game. But here are what the rules actually were:
The conscious mind starts to catch up — Eventually participants said they had a “hunch” that decks C and D were better, but the SCR shows that the old brain figured this out long before the new brain “got” it. By the end of the game, most participants had more than a hunch and could articulate the difference in the two decks, but a full 30 percent of the participants couldn’t explain why they preferred decks C and D. They said they just thought those decks were better.
The old brain is afraid of losing – In my book, Neuro Web Design: What makes them click? I talk about this study in the context of fear of losing. The “old” brain (unconscious) is always on the look-out to protect us from losing. It will detect potential loss in our environment and steer us to take less risks.
What do you think? How do you think you can apply this knowledge? What would you do if you were the person buying the computer at the beginning of this post? What if you were the salesperson trying to sell the computer to the person?
(Thank you goes to Cole Bitting for coming up with a better and shorter title for this post than I originally had!)
And if you like to read research, here’s the original study:
Deciding Advantageously Before Knowing Advantageous Strategy Bechara et al. Science 28 February 1997: 1293
Originally published on WhatMakesThemClick.net.
A card game — The subjects in the study played a gambling game with decks of cards. Each person received $2,000 of pretend money. They were told that the goal was to lose as little of the $2,000 as possible, and to try to make as much over the $2000 as possible. There were four decks of cards on the table. The participant turned over a card from any of the four decks, one card at a time. They continued turning over a card from the deck of their choice until the experimenter told them to stop. They didn’t know when the game would end. The participant was told that every time they turned over a card, they earned money. They were also told that sometimes when they turned over a card, they earned money but also lost money (by paying it to the experimenter).
The participants didn’t know any of the rules of the gambling game. But here are what the rules actually were:
- If they turned over any card in decks A or B, they earned $100. If they turned over any card in decks C and D, they earned only $50.
- Some cards in decks A and B also required participants to pay the experimenter a lot of money, sometimes as much as $1,250. Some cards in decks C and D also required participants to pay the experimenter, but the amount they had to pay was only an average of $100.
- Over the course of the game, decks A and B produced net losses if participants continued using them. Continued use of decks C and D rewarded participants with net gains.
- The rules of never changed. Although participants didn’t know this, the game ended after 100 cards had been “played” (turned over).
The conscious mind starts to catch up — Eventually participants said they had a “hunch” that decks C and D were better, but the SCR shows that the old brain figured this out long before the new brain “got” it. By the end of the game, most participants had more than a hunch and could articulate the difference in the two decks, but a full 30 percent of the participants couldn’t explain why they preferred decks C and D. They said they just thought those decks were better.
The old brain is afraid of losing – In my book, Neuro Web Design: What makes them click? I talk about this study in the context of fear of losing. The “old” brain (unconscious) is always on the look-out to protect us from losing. It will detect potential loss in our environment and steer us to take less risks.
What do you think? How do you think you can apply this knowledge? What would you do if you were the person buying the computer at the beginning of this post? What if you were the salesperson trying to sell the computer to the person?
(Thank you goes to Cole Bitting for coming up with a better and shorter title for this post than I originally had!)
And if you like to read research, here’s the original study:
Deciding Advantageously Before Knowing Advantageous Strategy Bechara et al. Science 28 February 1997: 1293
Originally published on WhatMakesThemClick.net.
#8: What People Look At On a Picture Or Screen Depends On What You Say To Them
Proceed with caution. To me this data says: a) If you are using eye tracking as a technique to evaluate how people are using your website then you must be very careful about the instructions you give, and you must make sure you are giving everyone the exact same instructions. b) You can’t assume that just because people look at one spot on your website when they first see it that they will always look there. It might depend on what they were coming back to do. c) It’s nice to have a measure that doesn’t rely on what the user says or how they think they are reacting, but even these “objective” measures aren’t as objective as we think!
This research is from way back, but I believe it is still relevant. I haven’t found any recent replication of it yet. If you know of any please do pass on the reference:
Yarbus, A. L. (1967). Eye Movements and Vision (B. Haigh, trans.), New York: Plenum
Originally published on WhatMakesThemClick.net.
#9: You Overestimate Your Reactions to Future Events
Cafeterra.info
A built-in regulator -- The truth is that you have a built-in regulator of sorts so that whether negative events happen or positive events happen, you stay at about the same level of happiness most of the time. Some people are generally happier or less happy than others, and this level of happiness stays constant no matter what happens to them.
Preference vs. Reality – One interesting implication of this is in the field of marketing or user experience research. Be careful of believing customers if they tell you that by making this change or that change to a product that means that they would be much happier with it, or that they would never use it again. People may prefer one thing over another or think they will, but the strength of their reaction, either in a positive or a negative way, is probably not as much as they imagine it will be.
Have you experienced this difference between your own predictions and reactions? Have there been times when you were sure that a particular event would mean you would be really happy or unhappy and it turned out differently than you imagined?
For more reading:
Stumbling on Happiness By Dan Gilbert
Originally published on WhatMakesThemClick.net.
#10: Peripheral Vison — Keeping You Alive or Channel Surfing?
Keeping you alive on the savannah — The theory, from an evolutionary point of view, is that thousands of years ago, people who were sharpening their flint, or looking up at the clouds, and yet still noticed that a lion was coming at them from their peripheral vision survived to pass on their genes. So peripheral vision has always been important.
Why blinking on a screen is so annoying – Humans can’t help but notice movement in our peripheral vision. We are “programmed” to pay attention to movement in the border of our vision. If you are reading text on a computer screen and there is some animation moving or blinking off to the side you can’t help but look at it. This can be quite annoying if you are trying to concentrate on reading the text in front of you. Peripheral vision at work!
Latest research shows peripheral vision plays a larger role — New research from Kansas State University, however, shows that peripheral vision is more important in understanding the world around us than these previous theories implied. It seems that we get information on what type of scene we are looking at from our peripheral vision. We process the “gist” of what we are looking at from our peripheral vision. The researchers at Kansas State showed people photographs of common scenes, for example a photograph of a kitchen or a living room. In some of the photographs the outside of the image was obscured, and in others the central part of the images were obscured. The images were shown for very short amounts of time. Then they asked the research participants what they were looking at.
Peripheral vision was more important – What they found is that if the central part of the photo was missing people could still identify what they were looking at. But when the peripheral part of the image was missing then they couldn’t say whether it was a living room or a kitchen.
Peripheral vision and channel surfing – Are you the type that gets hold of the remote and quickly surfs through the channels spending a split second on each one? Or are you the person who gets really annoyed when others do that! The latest theory is that these channel surfers are using peripheral vision to get the gist of what’s on the station and then moving on to the next one.
If you want to read the research:
Adam M. Larson, Lester C. Loschky. The contributions of central versus peripheral vision to scene gist recognition. Journal of Vision, 2009; 9 (10): 1 DOI: 10.1167/9.10.6
Originally published on WhatMakesThemClick.net.
#11: Too Much Stress Results In Poor Performance
When I look at this web page now (days later, crisis has passed), it doesn’t seem too confusing, but when I was trying to fill it out, trying to get my daughter some help, the web page was daunting and impossible, and not at all intuitive.
Stress changes your perceptions – Research on stress shows that a little bit of stress (called arousal in psychology terms) can help you perform a task, because it heightens awareness. Too much stress, however, degrades performance. Two psychologists, Robert Yerkes and John Dodson first postulated this arousal/performance relationship, and hence it has been called the “Yerkes-Dodson law” for over a century.
Arousal helps up to a point – The law states that performance increases with physiological or mental arousal, but only up to a point. When levels of arousal become too high, performance decreases. Research on the law shows that the amount of stress/arousal that is optimal depends on how difficult the task is. Difficult tasks require less arousal to reach optimal performance, and will start to break down if the arousal level is too high. Simpler tasks require more arousal and don’t fall off as fast.
Yerkes-Dodson Law
Glucocorticoids — More recent research has shown a similar curve when studying the presence of glucocorticoids. These are the hormones that are released when we experience stress, so the Yerkes-Dodson law appears to have direct physical evidence.
Maximum frustration — As I tried to use the web page to find a doctor I kept getting errors, and typical of someone under stress, I kept doing the same task over and over even though it wasn’t working (tunnel vision). At one point I was crying tears of frustration, cursing over the lack of usability of the web site, and upset that I could not just find the name and address of a clinic we could go to.
Patient care, not computer care – I finally turned away from the computer, got my daughter some Tylenol, gave her warm washcloths to hold against her ear, and got us both calmed down. Then I found a clinic at the website (where we went later that day, only to have them say she was fine. By the way, our insurance didn’t work and we had to pay cash after all — i.e., I didn’t need the web site). My daughter is better, and I didn’t even have to cancel the client meeting.
Test under stress – If you might have people using your site when they are under stress, keep in mind that too much stress will change the way they see and use the web site. And here’s a plea to BeechStreet.com… test your website thoroughly assuming that people are tense, stressed, and with howling children in the background. It’s a totally different experience.
If you’d like to read the research —
Yerkes RM, Dodson JD (1908). “The relation of strength of stimulus to rapidity of habit-formation”. Journal of Comparative Neurology and Psychology 18: 459–482. http://psychclassics.yorku.ca/Yerkes/Law/.
Lupien, SJ, Maheu F, Tu M, Fiocco A, Schramek TE (2007). “The effects of stress and stress hormones on human cognition: Implications for the field of brain and cognition”. Brain and Cognition 65: 209–237. PMID 17466428.
Originally published on WhatMakesThemClick.net.
#12: You Have “Inattention Blindness”
First let’s start with a little test for you to take. Watch the video below:
This is an example of what is called “inattention blindness” or “change blindness”. The idea is that people often miss large changes in their visual field. This has been shown in many experiments.
So what does this mean if you are designing a website or something on a computer screen? It means that you can’t assume that just because something is on the screen means that people see it. This is especially true when you refresh a screen and make one change on it. People may not realize they are even looking at a different screen. Remember, just because something happens in the visual field doesn’t mean that people are consciously aware of it.
Here is a change blindness experiment that was recently conducted:
Originally published on WhatMakesThemClick.net.
This is an example of what is called “inattention blindness” or “change blindness”. The idea is that people often miss large changes in their visual field. This has been shown in many experiments.
So what does this mean if you are designing a website or something on a computer screen? It means that you can’t assume that just because something is on the screen means that people see it. This is especially true when you refresh a screen and make one change on it. People may not realize they are even looking at a different screen. Remember, just because something happens in the visual field doesn’t mean that people are consciously aware of it.
Here is a change blindness experiment that was recently conducted:
Originally published on WhatMakesThemClick.net.
#13: You Are Hard-Wired For Imitation and Empathy
Who is taking action? — How does your brain know when you are taking the action vs. watching someone else take the action? After your mirror neurons fire from watching your friend take a lick of the ice cream cone, there is a feedback loop. Your brain registers that no ice cream was tasted, and therefore you know that you are watching someone eat ice cream, not that you just ate ice cream.
Not just imitation but empathy too — The latest theories are that these mirror neurons are also the way we empathize with others. We are literally experiencing what others are experiencing through these mirror neurons, and that allows us to deeply, and literally, understand how another person feels.
So what’s the big deal? — What implications can you draw from knowing about mirror neurons?:
- Don’t underestimate the power of watching someone else do something. If you want to influence someone’s behavior, then show someone else doing the same task.
- There is research that shows that stories create images in the mind that may also trigger mirror neurons. Stories are powerful.
- Video at a web site is especially compelling. Want people to get a flu shot? Then show a video of other people in line at a clinic getting a flu shot. Want kids to eat vegetables? Then show a video of other kids eating vegetables. Mirror neurons at work.
Originally published on WhatMakesThemClick.net.
#14: Our “strong tie” group size is 150 people
Across time and cultures — Dunbar assumes that the current size of the human neocortex showed up about 250,000 years ago. So he started his research with hunter-gatherer communities. His observations include: Neolithic farming villages averaged 150 people, as did Hutterite settlements, professional armies from the Roman days as well as modern army units.
Intense survival pressure — His claim is that 150 is the group size for communities that have a high incentive to stay together. If the group has intense survival pressure, then it stays at the 150 member mark. He also notes that these groups are usually in close physical proximity. If the survival pressure is not intense, or the group is physically dispersed, then he estimates the number would be lower.
Too high or too low? — Some critics of Dunbar’s number say that the number is too high, and others that it is too low. In the world of social media people have 750 facebook friends or 4,000 twitter followers, showing that the number of 150 is way off the mark. A Dunbar fan would respond that these are not the strong stable relationships where everyone knows everyone and people are in physical proximity. Some critics say the number of 150 is too high – that the number of people one is close to both physically and socially is much less than 150.
It’s the weak ties that are important?– In a recent blog post Jacob Morgan says that what’s really important in social media is not the strong ties that Dunbar talks about, but the weak ties – relationships that do not require that everyone knows everyone in the group, and that are not based on physical proximity. He argues that the reason that social media is so interesting is that it allows us to quickly and easily expand these “weak” ties, and that those are the ties that are most relevant in our modern world.
Substituting weak for strong – I think both Dunbar and Morgan are right. It’s critical that we pay attention to that 150 number for our “survival” community in close proximity. If we don’t feel we have that “tribe” near us it causes us to feel alienated, isolated and stressed. Perhaps one of the reasons social media is so popular, and so many of us rely on Facebook and Twitter is that we don’t have a strong tie tribe. Although the weak tie network of social media helps us to feel connected, we’ll eventually feel let down if we try to have it substitute for a strong tie Dunbar tribe.
For more information, I suggest you watch this interview of Robin Dunbar:
http://www.guardian.co.uk/technology/video/2010/mar/12/dunbar-evolution
And read Jacob Morgan’s blog post:
http://www.socialmediatoday.com/SMC/169132
What do you think? Do you have a strong tie tribe network? Are you ultimately trying to substitute with your weak tie network? In our modern world is the weak tie network more important?
Originally published on WhatMakesThemClick.net.
#15: Your Most Vivid Memories Are Wrong
What Makes Them Click
But the memories are full of errors — It turns out, though, that those memories are full of errors. Ulric Neisser researches memories like these. In 1986 the space shuttle Challenger exploded upon take-off. Any of you reading this who are old enough to remember the Challenger explosion probably remember it vividly, i.e., as a flashbulb memory. Neisser took the opportunity to do some research. The day after the explosion he had his students (he is a professor) write down their memories of what had happened, where they were, what they were wearing, what the TV coverage was like, etc. Three years later he asked them to write down their memory of the event again. Most (over 90%) of the 3-yr later reports differed. Half of them were inaccurate in 2/3 of the details. One person, when shown her first description written three years earlier, on the day after the event, said, “I know that’s my handwriting, but I couldn’t possibly have written that”. Similar research has been conducted on the 9/11 memories, with similar results.
The Forgetting Curve of 1885 – In 1885 Hermann Ebbinghaus created a formula showing the degradation of memories:
R = e(−t/S)
where R is memory retention, S is the relative strength of memory, and t is time. The graph at the top of this post is an example of this formula. It’s called the “Forgetting Curve”. Because flashbulb memories are so vivid, it was thought that perhaps they were not as subject to forgetting as other memories. But it turns out they are. Which is kind of disturbing, when you think about it. Because they are so vivid, we are SURE they are accurate and real. But they aren’t nearly as accurate as we think.
Take-Aways – I can think of many ways that we (falsely) rely on people’s memories of events, whether dramatic or not: for example, conducting user or customer research. We often ask customers to remember a particular encounter with a website, software, or an in-store experience. We may have to realize that the memories, although vivid, might not be accurate.
What do you think? Can you think of situations where you perhaps rely on people’s memories more than you should?
For more reading and information:
Kathryn Schulz, Being Wrong, Harper Collins, 2010
Daniel Schacter, The Seven Sins of Memory, Houghton Mifflin, 2001
Neisser and Harsh, “Phantom Flashbulbs: False Recollections of Hearing the News about Challenger”, in Winograd and Neisser (eds) Affect and Accuracy in Recall, Cambridge University Press, 1992, p. 9-31.
Originally published on WhatMakesThemClick.net.
#16: No Two People Perceive Time In The Same Way
A clock outside Tiffany & Co. jewellers in New Bond Street in London.
Dan Kitwood/Getty Images
It’s about expectations — The perception of time and your reaction to it, is also greatly influenced by predictability and expectations. Let’s say you are editing video on your computer. You’ve just clicked the button to produce the video file from your edits. Will you be frustrated by how long it takes to produce the video? If you do this task often, and it normally takes 3 minutes, then 3 minutes will not seem like a long time. If there is an in-progress indicator, for example a bar that is moving, or a message that says “2 minutes 48 seconds left to completion”, then you know what to expect. You’ll go pour yourself a cup of coffee and come back. But if it sometimes takes 30 seconds and sometimes takes 5 minutes, and you don’t which one it is going to be this time, then you will be very frustrated if it takes 3 minutes. Three minutes will seem much longer than it usually does.
Time expectations change – Ten years ago if it took 20 seconds for a website to load you didn’t think much of it. But these days if it takes more than 3 seconds you get impatient. There’s one website I go to regularly that takes 12 seconds to load. It seems like an eternity.
Take-aways
- Always provide in progress indicators so people know how much time something is going to take.
- If possible, make the amount of time it takes to do a task or bring up information regular, so people can adjust their expectations accordingly.
- If you want to make a process seem shorter, then break it up into steps and have people think less. It’s mental processing that makes something seem to take a long time.
#17: You Are Most Affected By Brands and Logos When You Are Sad Or Scared
Mel B. via Flickr Creative Commons
You Want What’s Familiar – A series of research studies by Marieke de Vries of Radboud University Nijmegen, in the Netherlands, shows that when people are sad or scared, they want what is familiar. When people are in a happy mood they are not as sensitive to what is familiar, and are willing to try something new and different.
Related to Fear of Loss — This craving of the familiar, and a preference for familiar brand is probably tied to our basic fear of loss. In my book, Neuro Web Design: What makes them click? I have a chapter on the fear of loss. When we are sad or scared, our old brain and our mid (emotional) brain are on alert. We have to protect ourselves. And a quick way to be safe is to go with what you know; what you are familiar with. A strong brand is familiar. A strong logo is familiar. So when we are sad or scared we will reach for a brand and logo we know.
It’s Easy to Change Someone’s Mood – It turns out it is remarkably easy to affect someone’s mood, especially in the short term (like long enough for them to make a purchase at a web site). In Marieke de Vries’s research they showed video clips of the Muppets (to instigate a good mood) vs. the movie Schindler’s list (to instigate a bad mood). People reported their mood as significantly elevated after the Muppets and significantly lowered after Schindler’s list. This mood change then affected their actions in the rest of the research study.
Take-Aways — If you are giving messages of fear, loss, problems etc, that will result in more action taken if your brand is familiar. If you are giving messages of fun, lightness, and humor, that will result in more action taken if your brand is new.
Have you found this to be true in your experience?
Originally published on WhatMakesThemClick.net.
#18: Trust Your Gut or Be Logical? It Depends On Your Mood
Alli Jiang
When to use intuitive decision-making – Research by Shiv shows that when you have a complicated decision to make, you make better decisions when you use an intuitive or “gut” method.
Where does mood fit in? — De Vries went further with the research to see if mood had an affect, and found that when you are in a happy mood you rely on your gut instincts more, AND the outcome is that you make better decisions. When you are in a sad mood you rely on your logical decision making AND you make better decisions as a result.
Take-aways — If you are in a good mood and/or are making a complicated decision it is best to trust your intuition. If you are in a bad mood and/or are making a simple decision then use a more deliberative process.
Originally published on WhatMakesThemClick.net.
#19: Culture Shapes Our Brain
AP
Is most of our research in psychology based on what “westerners” think? — This has profound implications for some of the theories we have about cognitive processing. We have research about how people think, how many items can be stored in memory, etc. What if these theories about how people think are really theories about how Western people think and are not universal?
Do cultural differences show up in brain activity? — Sharon Begley recently wrote about this in Newsweek. She reports on recent neuroscience research that confirms the cultural effects. “… when shown complex, busy scenes, Asian-Americans and non-Asian–Americans recruited different brain regions. The Asians showed more activity in areas that process figure-ground relations—holistic context—while the Americans showed more activity in regions that recognize objects. To take one recent example, a region behind the forehead called the medial prefrontal cortex supposedly represents the self: it is active when we (“we” being the Americans in the study) think of our own identity and traits. But with Chinese volunteers, the results were strikingly different. The “me” circuit hummed not only when they thought whether a particular adjective described themselves, but also when they considered whether it described their mother.”
Will it ever end? – This is the curse of research. Just when we think we know something, we find out there are more questions than answers! One trend that should help is that there is more and more research coming out of Asia. If you peruse the psychology scientific journals you will see that more than half of the research that is being published today comes from Asia. Another big chunk comes from Europe, so the psychology research now is not so US centric. This will help, or will it? Will we now have to worry that the results from Asia don’t apply to the West? Should all psychology research be done using different cultures?
What do you think?
For more reading:
Ambady, N., Freeman, J. B., Rule, N. O. (in press). Culture and the neural substrates of behavior, perception, and cognition. In J. Decety & J. Cacioppo (Eds.), The Handbook of Social Neuroscience. Oxford: Oxford University Press.
Sharon Begley’s article in Newsweek: West Brain, East Brain
To find out more, check out The Geography of Thought, by Richard Nisbett.
Originally published on WhatMakesThemClick.net.
#20: We go below the “fold”
Want to see a visual example? — At iampaddy.com there is an interesting visual example. Here is a short video I made from the iampaddy blog that makes the point that maybe people really will scroll:
So do we worry about the fold or not? — I believe it still holds true that the most important content should be above the fold, and that if it is above the fold then it is most likely that people will see it. BUT, if it’s below the fold that doesn’t mean people WON’T see it. Ok, not a definitive answer I know, but the best we can do right now with the data we have (stay tuned… I plan to do some research of my own on this topic).
What do you think? How concerned should we be about whether information and links fall below the fold?
Originally published on WhatMakesThemClick.net.
#21: The more uncertain you are, the more you dig in and defend your ideas
Don’t show me the Android phone – So you might be able to guess what happened when I went to dinner with a colleague who was showing me his Android phone. He loves his new Android phone and wanted to show me all the great ways it was as good as, or better than, my iPhone. I was totally uninterested in hearing about it. I didn’t even want to look at it. Basically, I didn’t want to allow into my brain any information that would conflict with my opinion that anything besides an iPhone was even a possibility. I was showing classical symptoms of cognitive dissonance denial.
Alter your beliefs or deny the information? — In 1956 Leon Festinger wrote a book called When Prophecy Fails. In it he describes the idea of cognitive dissonance. Cognitive dissonance is the uncomfortable feeling we get when we have 2 ideas that conflict with each other. We don’t like the feeling, and we will therefore try to get rid of the dissonance. There are two main ways we can do that: change our belief, or deny one of the ideas.
When forced you’ll change your belief — In the original research on cognitive dissonance, people were forced to defend an opinion that they did not believe in. The result was actually that people tended to change their belief to fit the new idea.
Watching cognitive dissonance via an fMRI scan – In new research by Van Veen, researchers had people “argue” that the fMRI scan experience was pleasant (it’s not). When “forced” to make statements that the experience was pleasant, certain parts of the brain would light up (the dorsal anterior cingulate cortex and the anterior insular cortex.) The more these regions were actived, the more the participant would claim that they really did think the fMRI was pleasant.
When not forced you’ll dig in — But there’s another reaction that sometimes occurs. If you are not forced to state that you believe something you don’t, if instead you are presented with information that opposes your beliefs, but not forced to espouse a new belief, then the tendency is to deny the new information instead of changing your belief to fit.
When made to feel uncertain, you will argue harder – Gal and Rucker recently conducted research where they used framing techniques to make people feel uncertain. (For example, they told one group to remember a time when they were full of certainty, and the other group to remember a time when they were full of doubt). They they asked the participants whether they were meat-eaters, vegetarians, vegans, etc, how important this was to them, and how confident they were in their opinions. People who were asked to remember times when they were uncertain, were less confident of their eating choices. However, when asked to write up their beliefs to persuade someone else to eat the way they did, they would write more and stronger arguments than the group that were certain of their choice. They performed the research with different topics (for example the MAC/PC distinction) and found similar results. When people were less certain, then they would dig in and argue even harder.
I’m still trying to digest this latest research. What does this mean? If we want someone to be loyal and to be an advocate then we should actually give them a reason to be uncertain about the product? What do you think?
And for those of you who like to read the research:
Festinger, L., Riecken, H.W., & Schachter, S. (1956). When prophecy fails. Minneapolis: University of Minnesota Press.
Gal, David, and Rucker, Derek, When in doubt, shout. Psychological Science, October 13, 2010
Van Veen, V., Krug, M.K., Schooler, J.W., & Carter, C.S. (2009). Neural activity predicts attitude change in cognitive dissonance. Nature Neuroscience, 12(11), 1469–1474.
Originally published on WhatMakesThemClick.net.
#22: Your Mind Wanders 30% of the Time
khrawling via Flickr
Mind wandering is a very common phenomena – We underestimate our mind wandering; according to Jonathan Schooler of UC, Santa Barbara, we think our minds are wandering about 10% of the time, when it is actually much more. In normal every day activities our mind is wandering up to 30% of the time, and in some cases, for instance when driving on an uncrowded highway, it might be as high as 70%.
Wandering minds annoy some neuroscientists – Some neuroscientists became interested in studying wandering minds because they were such an annoyance while doing brain scan research. The researchers would have subjects do a certain task, for example, look at a picture, or read a passage, while scanning for brain activity. About 30% of the time they would get extraneous results which did not seem to be related to the task at hand. That’s because the subject’s mind was wandering from the task at hand. Eventually the researchers decided to start studying the wandering rather than just getting annoyed by it.
Why a wandering mind can be a good thing – Mind wandering allows one part of the brain to focus on the task at hand, and another part of the brain to keep a higher goal in mind. So you are driving and paying attention to the road, but you are also thinking about when you should stop for gas. Or you are reading an article online about a thyroid medication called Synthroid that your doctor thinks you should take, but your mind wanders to the idea that you should put that appointment on your calendar. Mind wandering might be the closest thing we have to multi-tasking. It’s not really multi-tasking, (which doesn’t exist…you can see my previous blog post on that), but mind wandering does allow you to keep important goals in mind while doing one thing.
Why a wandering mind can be a bad thing – Much of the time when our mind wanders we aren’t aware of it. More “zoning out” than “mind wandering”, this means that we can miss important information. For example, if you are supposed to be reading that report from your colleague, but you are instead thinking about what to make for dinner, that’s may just mean you are being unproductive. We aren’t usually aware when we are zoning out.
More mind wandering = more creativity – The researchers at UC, Santa Barbara have evidence that people whose mind wanders a lot are more creative and better problem solvers. Their brains have them working on the task at hand, but simultaneously processing other information, and making connections.
Mind wandering and the internet – I’ve been thinking about the fact that the ability to quickly switch from topic to topic is what the web does really well. Is web surfing related to mind wandering? Here are some of my mind wanderings on this topic:
- Do we like web surfing because it enables this type of wandering?
- Rather than designing web sites to try and hold people’s attention should we design to encourage wandering?
- Should we build in feedback about the wandering so that it is easier to get people back to the original thought?
If you like to read research:
Christoff, et. al., Experience sampling during fMRI reveals default network and executive system contributions to mind wandering. Proceedings of the National Academy of the Sciences, May 11, 2009.
Mason, et. al., Wandering Minds: The default network and stimulus-independent thought. Science, January 19, 2007.
Originally published on WhatMakesThemClick.net.
#23: Synchronous activity bonds the group
flickr
What happens when we engage in “timed” behavior together? — Anthropologists have long been interested in rituals among certain cultures. Many rituals in a culture involve singing, chanting, drumming, dancing, or moving together. A recent study (see below for full reference) shows that when people take part in synchronous activities they then are more cooperative with each other when participating later in different activities.
You’ll make more personal sacrifices — In the research the people who were involved in synchronous behavior with other people were then more cooperative in subsequent activities, and ended up making more personal sacrifices in their decisions.
Not just about feeling good — The research also shows that you don’t have to feel good about the group or the group activity in order to be more cooperative. Just the act of doing the synchronous activity seems to strengthen social attachment among the group members.
Here’s my list of synchronous activities I can think of:
- Singing together
- Cheers at sporting events
- Drumming or dancing together
- Pledge of allegiance
- Shouting slogans at rallies or marches
- Tai chi
- Yoga
The reference – Scott S. Wiltermuth and Chip Heath, Synchrony and Cooperation, Psychological Science, Volume 20 Issue 1, Pages 1 - 5
Originally published on WhatMakesThemClick.net.
#24: People Make Mistakes
The reality is that something always goes wrong. People make mistakes. Whether the user makes a mistake in working with a computer, or a company that makes a mistake by releasing software that has too many errors, or a designer designs something that is unusable because he or she doesn’t understand what the user needs to do. Everyone makes mistakes. So here is my list of important things to consider about people making mistakes:
Think ahead about what the likely mistakes are — Figure out as much as you can about what kinds of mistakes people are going to make when they use whatever it is you have created. And then change your design before it goes out so that those mistakes won’t be made.
Create a prototype of whatever it is you have and then get real people to use it so you can see what the errors are likely to be.
Test your prototype with users (usability testing).
Write error messages in plain language. If you are creating a message to show someone or play audio to someone about a mistake they made, tell them the following:
- That an error has been made
- What the error is
- How they can correct it
- Where to go to get more help in fixing the error
Need it to be error-proof? It is very difficult to create a “system” that is free of all errors, and that guarantees that people won’t make mistakes. In fact it is impossible. Ask the people at 3-mile island, or Chernoble, or British Petroleum. The more costly errors are, the more you need to avoid them. The more you need to avoid them the more expensive it is to design the system. If it is critical that people not make mistakes (i.e., you are a nuclear power plant, or an oil rig, or a medical device), then be prepared. You will have to test twice or three times more, and you will have to train two or three times more. It is really expensive to try and design a fail-safe system. And realize you never will fully succeed.
It’s just the way we are. We make mistakes!
If you have some favorite error messages that you have seen, consider sending them to me and I will add them to my collection.
Originally published on WhatMakesThemClick.net.
#25: People Are Inherently Lazy
How much is enough? — Of course questions about how much is enough, and do we have enough stuff yet, and how long should the stuff last (and on and on), still vex us, but putting the philosophical questions aside, for most activities most of the time humans work on a principle that is called “satisficing”.
Satisfy plus suffice = Satisfice – According to Wikipedia, Herbert Simon was the person who coined the term satisfice. It was originally used to describe a decision-making strategy whereby the person decides to pick the option that is adequate rather than optimal. The idea is that the cost of making a complete analysis of all the options is not only not worth it, but may be impossible. According to Simon we often don’t have the cognitive faculties to weigh all the options. So it makes more sense to make a decision based on “what will do” or what is “good enough” rather than trying to find the optimal or perfect solution.
Designing with satisficing in mind — So if people “satisfice” rather than “optimize”, what are the implications for those of us who design web sites, software, products, or even design surveys? Satisficing leads to some interesting design guidelines which I’ve listed below.
Design web sites for scanning, not reading – In his excellent book Don’t Make Me Think, Steve Krug applies the idea of satisficing to the behavior you can observe when someone comes to your web site. You are hoping the visitor will read the whole page, but we know that “What they actually do most of the time (if we’re lucky) is glance at each new page, scan some of the text, and click on the first link that catches their interest or vaguely resembles the thing they’re looking for. There are usually large parts of the page that they don’t even look at.”
Assume that people will look for shortcuts — People will look for ways to do something faster and with less steps. This is especially true if it is a task they are doing over and over.
But if the shortcut is too hard to find — Then people will keep doing it the old way. This seems paradoxical, but it’s all about the amount of perceived work. If it seems like too much work to find a shortcut then people will stay with their old habits (they are even satisficing about satisficing).
Provide defaults — Defaults reduce the amount of work. When you provide defaults on a web form, for example, the person’s name and address is already filled in, this means there is less that people have to do. The downside of this is that people often don’t notice defaults, and so may end up accepting a default without knowing. Here again, the answer lies in the amount of effort. If it takes a lot of work to change the result of accepting a “wrong” default, then think twice about using them.
Take care with the order and wording of your survey questions – Satisficing is particular difficult for surveys. People will get into a “groove” of answering all the questions the same way because it’s easier and they don’t have to think. If your survey is more than a few questions long you will have to mix it up, and provide different options and formats for the questions or you will find that a given individual has chosen twenty-five “6′s” in a row on your scale.
What are your experiences, either as a user or a designer, with the concept of satisfying?
Originally published on WhatMakesThemClick.net.
#26: People Assume It’s You, Not The Situation
Research on the fundamental attribution error shows the following:
- In cultures that value individualistic behavior (like the USA), it is common to ascribe behavior of other people to personality. The fundamental attribution error is common in these cultures.
- On the other hand, in individualistic cultures people tend to explain their OWN behavior to situational factors more than personality factors.
- In cultures that value collectivist behavior (for example, China), people make the same fundamental attribution error, but not as often as in individualist cultures
- Most of the research has to do with individuals deciding on personality vs. situational effects, but some research has been done on group decisions and whether they are influenced in the same way. It seems that they are. People attribute the decisions of a other group to the individual member’s attitudes, but attribute the decisions of their own group to the collective group rules.
Can’t stop making mistakes — The research shows that it is very hard to stop make the fundamental attribution error. Even when you know you are doing it, and even if you know all about it, you will still make the same error.
Is “fundamental attribution error” the same as “correspondence bias”? – Psychologists like to come up with lots of terms. Both terms have been used, and they are often used interchangeably. However, some psychologists argue that what I’ve been describing is actually the correspondence bias, and that the fundamental attribution error refers to the REASON for the correspondence bias: that we underestimate situational factors. Well, that sounds like hair splitting to me!
But maybe I’m just saying that because I’m a curmudgeonly psychology nut who doesn’t like to agree with people (ok, that was just me trying to make a joke by showing correspondence bias!).
So what’s the take-away? — Now that you know people tend to make this error, what can you do about it? Probably not much in terms of getting people to change their interpretations of others’ behaviors. But try and build in ways to cross-check your own biases. If your work requires you to make a lot of decisions about why people are doing what they are doing, you might want to stop before acting on your decisions and ask yourself, “Am I making a Fundamental Attribution Error?”
If you’d like some fairly heavy reading on the topic, I recommend:
Bawronski, Bertram. Theory-based bias correction in dispositional inference: The fundamental attribution error is dead, long live the correspondence bias. European Review of Social Psychology, 2004, 15, 183–217.
Originally published on WhatMakesThemClick.net.
#27: The Desire For Control And Choice Is Built In
The innate desire to control – The desire to control our environment is built into us. This makes sense, since by controlling our environment we likely increase our chances of surviving. Iyengar’s discussion in her new book about choices got me thinking about control, and the relationship between having lots of choices and being in control. The desire to control is related to the desire to have choices.
The need to control starts young — In a study of infants as young as 4 months, the researchers attached babies’ hands to a string. The infants could move their hands to pull a string which would cause music to play. Then the researchers would then detach the string from the music control. They would play music at the same intervals, but the infant had no control over when the music would play. The babies would become sad and angry, even though the music was still playing at the same intervals. They wanted to control when the music played.
We think that choices = control — In an experiment with rats, the rats were given a choice of a direct path to food or a path that had branches and therefore required choices to be made. The rats preferred the path with branches. Monkeys and pigeons learn to press buttons to get food, but they prefer to have more than one button even though it doesn’t get them any more food. Even though it isn’t necessarily true, we equate having choices with having control. If are to feel in control, then we need to feel that our actions are powerful and that we have choices to make. Sometimes having a lot of choices makes it harder to get what we want, but we still want the choices so that we feel in control of the decision.
Originally published on WhatMakesThemClick.net.
#28: People Expect Online Interactions to Follow Social Rules
mmbooklover
Online interactions follow the same social rules – When people go to a website or use an online application, they have assumptions about how the website will respond to them and what the interaction will be like. And many of these expectations mirror the expectations that they have for person-to-person interactions. If the website is not responsive or takes too long to load, it is like talking to a person who is not looking at you, or is ignoring you. If the website asks for personal information too soon in the flow of the interaction, that is like the other person getting too personal. If the website does not save your information from session to session, that is like the other person not recognizing you or remembering that you have already established a relationship.
There are cultural expectations too – Different cultures have different expectations of social rules and interactions. In the US when I meet someone knew I put out my hand for a handshake, but in other cultures a handshake would not be the normal social rule for meeting a new person. In the US it’s common to ask someone new that you meet “What do you do”, but in some cultures that would seem too personal. Similarly, if a website is not modified to meet the expectations of a particular culture (called localization of the website), then it will miss the mark because it will violate social rules of the target culture.
A new definition of social media? – Some people are saying that “social media” has reached its peak and is dying. But maybe the definition just needs to get broader. Is social media just about how to connect people together online? How to use online networking as a way to promote brands or products or services? Aren’t all online interactions really social interactions?If people expect their online interactions to follow the rules of social interactions, then isn’t something as simple as showing up at the home page of a website actually a social interaction. Is filling out a form at a government website to renew your automobile registration a social interaction?
What do you think? Should web designers think about the interactions that they are building as social interactions? Should they consider how to mirror person-to-person interaction? Would they design different interactions if they were thinking this way? Is this a new definition of “social media”?
Originally published on WhatMakesThemClick.net.
#29: When Uncertain, People Look To Others to Decide What To Do
You
are browsing a website to decide what to boots to buy. You see a pair
that looks good and then you scroll down to see the ratings. Many people
have rated the boots highly, but a few of say the boots are cheaply
made and uncomfortable. What will you do? Will you buy the boots or not?
Uncertainty tips the scale
In my book, Neuro Web Design: What makes them click? I have a chapter on this topic. The tendency to look to others to decide what to do is called social validation. Research on social validation shows that it is when we are uncertain about what to do that we will most look to others to decide.
Is the smoke dangerous? — There have been many studies about social validation. Latane and Darley conducted a series of studies where they would set up ambiguous situations to see if people were affected by what others around them were or were not doing. For example, they would bring someone into a room, supposedly to fill out a survey on creativity. In the room would be one or more other people who were pretending they were also participants in the creativity study, but who were really part of the experiment. Sometimes there would be one other person in the room, sometimes two others or more. While everyone is filling out their creativity survey, smoke starts coming into the room from an air vent. The researchers were interested in seeing if the participant would leave the room, or go tell someone about the smoke, or just ignore it. It wasn’t clear what the smoke was, or if it was dangerous. So it was an ambiguous situation.
Only if others think it is — Whether or not the participant left the room and/or went to get help, or whether they stayed there and kept filling out the form, depended on the behavior of the other people in the room, as well as how many other people there were. The more people in the room, and the more the others ignored the smoke, the more the participant was likely to also ignore the smoke. If the participant was alone they would go leave the room and go to notify someone. But if there were others in the room not reacting, then the participant would also not react.
Testimonials and ratings are powerful — Online, social validation is most in evidence with ratings and reviews. When we are unsure about what to do we look to testimonials, ratings, and reviews to tell us how to behave. The most powerful ratings and reviews:
For those of you who like to read the research:
Chen, Yi-Fen, Herd behavior in purchasing books online, Computers in Human Behavior, 24, (2008), 1977-1992.
Latane, Bibb, and John M. Darley. 1970. The Unresponsive Bystander. Upper Saddle River, NJ: Prentice Hall, 1970.
Originally published on WhatMakesThemClick.net.
In my book, Neuro Web Design: What makes them click? I have a chapter on this topic. The tendency to look to others to decide what to do is called social validation. Research on social validation shows that it is when we are uncertain about what to do that we will most look to others to decide.
Is the smoke dangerous? — There have been many studies about social validation. Latane and Darley conducted a series of studies where they would set up ambiguous situations to see if people were affected by what others around them were or were not doing. For example, they would bring someone into a room, supposedly to fill out a survey on creativity. In the room would be one or more other people who were pretending they were also participants in the creativity study, but who were really part of the experiment. Sometimes there would be one other person in the room, sometimes two others or more. While everyone is filling out their creativity survey, smoke starts coming into the room from an air vent. The researchers were interested in seeing if the participant would leave the room, or go tell someone about the smoke, or just ignore it. It wasn’t clear what the smoke was, or if it was dangerous. So it was an ambiguous situation.
Only if others think it is — Whether or not the participant left the room and/or went to get help, or whether they stayed there and kept filling out the form, depended on the behavior of the other people in the room, as well as how many other people there were. The more people in the room, and the more the others ignored the smoke, the more the participant was likely to also ignore the smoke. If the participant was alone they would go leave the room and go to notify someone. But if there were others in the room not reacting, then the participant would also not react.
Testimonials and ratings are powerful — Online, social validation is most in evidence with ratings and reviews. When we are unsure about what to do we look to testimonials, ratings, and reviews to tell us how to behave. The most powerful ratings and reviews:
- Include information about the person writing the review – a mini “persona”. This is effective because the person reading the review will give more credence to a review written by someone who is like them.
- Tell a story about the product or service. Because stories “talk” to our mid, or emotional brain, they are very powerful.
- Ratings from people like us are more powerful than ratings from “experts”. I wrote another blog post on research by Chen on ratings and reviews at a book web site that studied these different types of ratings. Ratings from other readers were more powerful in influencing behavior than ratings from experts or from the website itself.
For those of you who like to read the research:
Chen, Yi-Fen, Herd behavior in purchasing books online, Computers in Human Behavior, 24, (2008), 1977-1992.
Latane, Bibb, and John M. Darley. 1970. The Unresponsive Bystander. Upper Saddle River, NJ: Prentice Hall, 1970.
Originally published on WhatMakesThemClick.net.
#30: You Choose (And Vote For) The First One On The List
Lost Star
Order effect at websites -- Felfernig (2007) set up a research study to find out. Even though there were 10 attributes that the tents were compared on, participants focused only on two or three attributes. The researchers varied the order in which the tents appeared on the page: first, second, third, or fourth. It turns out that the most important attribute was not whether the tent was waterproof or if it had plenty of air ventilation. The most important attribute was the order in which the tents appeared on the page! Participants disregarded attributes and simply picked whichever tent was the first one to show. People picked the first tent 2.5 times more than any other. They chose the first tent 200 times; they chose the other three tents (combined) only 60 times. This is an example of the order effect.
We rationalize the choice – The participants explained their choice, however, based on the logical decisions they thought they were making. For example, they explained the choice of tent #1 by saying, “This tent is the most waterproof.” They thought they were weighing all the attributes of all the tents, but in reality they were considering only a few attributes, and even those attributes didn’t matter. All that mattered was an unconscious reaction to which tent showed up first.
The first name on the ballot – According to research by Marc Meredith and Yuvall Salant, the same order effect influences who you vote for. In a wide range of elections, and with order randomized for different elections, Meredith and Salant found that in one out of every 10 elections, the first name on the ballot will win just because it’s first. They also calculated that being in the middle of the list lowers your chance of winning by 2.5 percentage points.
So which position candidate are you going to vote for!
Thanks to the blog Barking Up The Wrong Tree for drawing my attention to this research.
For more information on the Meredith and Sulant research: Kellogg Insight Focus On Research
For the tent research:
Felfernig, A., g. Friedrich, B. Gula, M. Hitz, T. Kruggel, G. Leitner, R. Melcher, D. Riepan, S. Strauss, E. Teppan, and O. Vitouch. 2007. Persuasive recommendation: Serial position effects in knowledge-based recommender systems. In Persuasive Technology, Second International Conference on Persuasive Technology. New York: Springer.
Originally published on WhatMakesThemClick.net.
#31: You READ FASTER With a longer Line Length But PREFER Shorter
What Makes Them Click
Research (see reference below) demonstrates that 100 characters per line is the optimal length for on-screen reading speed; but it’s not what people prefer. People read faster with longer line lengths (100 characters per line), but they prefer a short or medium line length (45 to 72 characters per line). In the example above from the New York Times Reader, the line length averages 39 characters per line.
The research also shows that people can read one single wide column faster than multiple columns, but they prefer multiple columns (like the New York Times Reader above).
So if you ask people which they prefer they will say multiple columns with short line lengths. Interestingly, if you ask them which they read faster, they will insist it is also the multiple columns with short line lengths, even though the data shows otherwise.
It’s a quandary: Do you give people what they prefer or go against their own preference and intuition, knowing that they will read faster if you use a longer line length and one column?
What would you do?
Originally published on WhatMakesThemClick.net.
#32: You Can Only Remember 3 to 4 Things At A Time (The Magic Number 3 or 4)
What Makes Them Click
Those of you who have been in the field of usability or user experience for a few years have probably heard the phrase “The Magic Number 7 Plus Or Minus 2″. This refers, actually, to what I would call an urban legend. Here’s the legend part:
Legend: “A guy named Miller did research and wrote a research paper showing that people can remember from 5 to 9 (7 plus or minus 2) things, and that people can process 7 plus or minus 2 pieces of information at a time. So you should only put 5 to 9 items on a menu, or have 5 to 9 tabs on a screen”.
Have you heard this? If you’ve been reading about usability for a while I’m sure you have. Well, it’s not quite accurate. Another guy named Baddeley questioned all this urban legend. Baddeley dug up Miller’s paper and discovered that it wasn’t a research paper, it was a talk that Miller gave at a professional meeting. And it was basically Miller thinking out loud about whether there is some kind of inherent limit to the amount of information that people can process at a time.
Baddeley conducted a long series of studies on human memory and information processing. And what he concluded is that the number is 3 to 4, not 5 to 9.
You can remember about 3-4 things (for about 20 seconds) and then they will disappear from memory unless you repeat them over and over. For example, let’s say you are driving in your car and talking on your cell phone (ok, you shouldn’t be doing that) and someone gives you a number to call. But you don’t have a pen handy, and anyway you are driving. So you try to memorize the number long enough to hang up from one call and dial the new number. What do you do? You repeat the number over and over (putting it back into short term memory each time, which buys you another 20 seconds). The interesting thing about phone numbers is that they are more than 3 or 4 numbers long. So they are hard to remember for more than 20 seconds.
712-569-4532
We also tend to chunk information into groups that have 3-4 items in them. So a phone number in the US is: 712-569-4532. Three chunks, with 3-4 items in each chunk. If you know the area code “by heart” (i.e., it’s stored in long term memory), then you don’t have to remember that, so one whole chunk went away. Phone numbers used to be easier to remember because you mainly called people in your area code, so you had the area code memorized (plus you didn’t even have to “dial” the area code at all). And then if you were calling people in your town each town had the same “exchange” — that is the 569 part of the phone number above. So all you had to remember was the last four numbers. No problem! I know I’m “dating” myself here by telling you how it used to be back in the old days. (I live in a small town in Wisconsin, and people here still give their number out as the last four digits only).
But that’s not all! Researchers working in the field of decision-making tell us that people can’t effectively choose between more than 3 to 4 items at a time.
So, what does all this mean? Can you really only have 4 items on a navigation bar? or 4 tabs on a screen, or 4 items on a product detail page at an e-commerce web site? No, not really. You can have more, as long as you group and chunk.
Here’s an example: At the Upton Tea site they have lots of tabs, but the tabs are not chunked into groups of 3 or 4.
So people will tend to do a partial scan and not even look at or read all the tabs. (I love their teas, by the way.. just wish they would do some work on the layout and emotional aspects of their site, but that’s probably another blog!).
I’ve covered more than 4 items in this blog post, so I’ll stop now! For those of you who like to read research here are some references:
- Baddeley, A. D. (1986). Working memory. New York: Oxford University Press.
- Baddeley, A. D. (1994). The magical number seven: Still magic after all these years? Psychological Review, 101, 353-356.
- Miller, G. A. (1956). The magical number seven plus or minus two: Some limits on our capacity for processing information. Psychological Review, 63, 81-9
#33: You Imagine Objects From Above and Tilted (The “Canonical Perspective”)
Why you should believe the research in this blog post even though it’s from 1981
— Whenever I talk about “old” research some people start right away to
dismiss it. It’s easy to think that research done in the 1990s or 1980s,
or heavens! the 1970s! couldn’t hold any interest for us now. I
heartily disagree. If the research is sound and it’s about people, then
the chances are high that it still has relevance. Certainly if you are
talking about research from the 1980s showing that it is hard to read
text on a computer screen, then more recent data is important – the
quality of computer monitors has changed so dramatically from the 1980s
till now (believe me on this one, as I was around to see the screens of
the 1980s. I am aware that many of you reading this blog have only seen a
screen from the 80s in the Museum of Modern Art in Manhattan, or maybe
you saw it in an old black and white movie (joke), or, as my daughter
likes to say to me, “that must have been when you were younger and the
dinosaurs roamed).
Have an Open Mind — So the purpose of the above long
preamble to ask you to have an open mind about the following research
that was done and written up in a book from 1981.
Draw a Coffee Cup — If you ask someone to draw a picture of a coffee cup, chances are they will draw something that looks like this:
Everyone Drew A Similar Picture — In fact, a researcher named Palmer went all around the world and asked people to draw a coffee cup and the pictures above were what people drew. Notice the perspective of the cups. A few of them are “straight on”, but most are drawn from a perspective as if you are slightly above the cup looking down, and offset a little to the right or left. This has been dubbed the “canonical perspective”.
Why Not This? — No one he studied drew this:
which is what you would see if you were looking at a coffee cup from
way above and looking down. Of course not, you say, but…. why not? And
if you are going to say that the first perspective is the one that we
actually see most of the time, when we look at a coffee cup… that it is
the angle we are used to seeing the cup on our kitchen tables, I will
tell you that this research has been done on many objects. For example,
people were shown pictures of horses from various angles and
perspectives and they most quickly recognized it as a horse when it was
from this same canonical perspective. Yet I am fairly sure that most of
us have not looked at horses from above most of the time. And the
research was done with people recognizing a very small dog or cat. The
canonical perspective still won out, even though when we see cats or
very small dogs we are mainly looking at them from high above, not just
slightly above. In fact the research shows that when we imagine an
object we imagine it from this canonical perspective.
So, Why Care? — It seems to be a universal trait that we think about, remember, imagine and recognize objects from this canonical perspective. Why care? Well, if you want to use icons at your web site or in your web or software application that people will recognize, then you might want to use this perspective. This is probably not so critical if you are using a well known logo, for example, the logo for itunes or Firefox, but becomes important if the icon is not as familiar, such as recognizing below that one of the logos is of a truck, or a photo printer.
What Do You Think? — Should we continue to use the canonical perspective?
Draw a Coffee Cup — If you ask someone to draw a picture of a coffee cup, chances are they will draw something that looks like this:
Everyone Drew A Similar Picture — In fact, a researcher named Palmer went all around the world and asked people to draw a coffee cup and the pictures above were what people drew. Notice the perspective of the cups. A few of them are “straight on”, but most are drawn from a perspective as if you are slightly above the cup looking down, and offset a little to the right or left. This has been dubbed the “canonical perspective”.
Why Not This? — No one he studied drew this:
which is what you would see if you were looking at a coffee cup from
way above and looking down. Of course not, you say, but…. why not? And
if you are going to say that the first perspective is the one that we
actually see most of the time, when we look at a coffee cup… that it is
the angle we are used to seeing the cup on our kitchen tables, I will
tell you that this research has been done on many objects. For example,
people were shown pictures of horses from various angles and
perspectives and they most quickly recognized it as a horse when it was
from this same canonical perspective. Yet I am fairly sure that most of
us have not looked at horses from above most of the time. And the
research was done with people recognizing a very small dog or cat. The
canonical perspective still won out, even though when we see cats or
very small dogs we are mainly looking at them from high above, not just
slightly above. In fact the research shows that when we imagine an
object we imagine it from this canonical perspective.So, Why Care? — It seems to be a universal trait that we think about, remember, imagine and recognize objects from this canonical perspective. Why care? Well, if you want to use icons at your web site or in your web or software application that people will recognize, then you might want to use this perspective. This is probably not so critical if you are using a well known logo, for example, the logo for itunes or Firefox, but becomes important if the icon is not as familiar, such as recognizing below that one of the logos is of a truck, or a photo printer.
What Do You Think? — Should we continue to use the canonical perspective?
And for those of you who like to read research:
Palmer, S. E., Rosch, E., and Chase, P. (1981). “Canonical
Perspective and the Perception of Objects.” In Long, J., and Baddeley,
A. (Eds.), Attention and performance IX, Hillsdale, NJ: Erlbaum.
Originally published on WhatMakesThemClick.net.
Originally published on WhatMakesThemClick.net.
#34: You Make Most of Your Decisions Unconsciously
Unconscious decision-making includes factors such as:
What are most other people buying (social validation): “I see that a particular TV got high ratings and reviews at the website”
What will make me stay consistent in my persona (commitment): “I’m the kind of person that always has the latest thing, the newest technology.”
Do I have any obligations or social debts that I can pay off with this purchase (reciprocity): “My brother has had me over to his house all year to watch the games, I think it’s time we had them over to our place to watch”
and on and on.
Don’t Confuse Unconscious with Irrational or Bad. I take exception with Dan Ariely and his book, Predictably Irrational. Most of our mental processing is unconscious, and most of our decision-making is unconscious, but that doesn’t mean it’s faulty, irrational or bad. We are faced with an overwhelming amount of data (11,000,000 pieces of data come into the brain every second!) and our conscious minds can’t process all of that. Our unconscious has evolved to process most of the data and to make decisions for us according to guidelines and rules of thumb that are in our best interest most of the time. This is the genesis of “trusting your gut”, and most of the time it works!
So What To Do? — The next step is to think about what this means for people who design things like websites, where you are providing information and/or engaging customers to make a decision. This is, of course, the topic of my book, but let’s hear from you. If we know that people are making decisions unconsciously, rather than consciously, what are some strategies we should employ at the website to encourage them to engage?
And for those of you who like to read, great books on this topic are:
- How We Decide by Jonah Lehrer — The BEST book on the topic of decision-making in general.
- Strangers to Ourselves: The adaptive unconscious by Timothy Wilson — A little bit more academic, but still a great book.
- The Paradox of Choice by Barry Schwartz
- Neuro Web Design: What makes them click?
#35: You Reconstruct Your Memories
Memories are reconstructed — Our memories are actually reconstructed every time we think of them. They aren’t movie clips that are stored in the brain in a certain location like files on a hard drive. They are nerve pathways that are firing anew each time we remember the event. This makes for some interesting effects. For example, the memory can change.
Subsequent events can affect the memory – Other events that occur after the original event can change the memory of the original event. At the original event, you and your cousin were close friends. But later on you have an argument and a falling-out that lasts for years. Your memory of the first event might include your cousin being aloof and cold, even if that is not true. The later experience has changed your memory.
Mixing events — It is easy to start mixing up memories. So that things that happened at two separate events become fused into one. Your cousin was pleasant at one event, and not pleasant at the other, but over time your memories about which is which can become confused.
Filling in of gaps – You will also start to fill in your memory gaps with “made up” sequences of events, but these will seem as real to you as the original event. You can’t remember who else was at the family dinner, but Aunt Jolene is usually present at these events, and so over time your memory of the event will include Aunt Jolene.
Eyewitness testimony – Elizabeth Loftus is one of the earliest psychology researchers to study reconstructive memory. She was studying eyewitness testimonies, and was especially interested in whether language can affect memory.
Bumped, hit, or smashed – In her research Loftus would show a video clip of an automobile accident. Then she would ask a series of questions about the accident. She would change the way she worded the questions, for example, sometimes she would phrase it as: “How fast would you estimate the car was going when it hit the other vehicle”, or “How fast would you estimate the car was going when it smashed the other vehicle.” And she would ask participants in the study if they remembered seeing broken glass.
You can guess — When she used the word smashed the estimated speed was higher than when she used the word hit. And more than twice as many people remembered seeing broken glass if the word smashed was used rather than the word hit.
So what’s the impact? — Since memories are reconstructed, here are some things to keep in mind:
- The words you use are important. They can actually affect people’s memories.
- You can’t rely on self-reports of past behavior. People will not remember accurately what they or others did or said.
- Watch out for how and what you say if you are interviewing people, for example, interviewing users for a usability or user experience study. You can influence their responses with the words you use.
- Similarly, take what users say later, when they are remembering using an interface, with a grain of salt. It’s being reconstructed
Elizabeth F. Loftus and John C. Palmer, Reconstruction of Automobile Destruction: An Example of the Interaction Between Language and Memory, Journal of Verbal Learning and Verbal Behavior, 13, 585-589 (1974).
Originally published on WhatMakesThemClick.net.
#36: You Actually Can’t Multi-Task
Thomas Hawk
We fool ourselves – We are pretty good at switching back and forth quickly, so we THINK we are actually multi-tasking, but in reality we are not.
The one exception — The only exception that the research has uncovered is that if you are doing a physical task that you have done very very often and you are very good at, then you can do that physical task while you are doing a mental task. So if you are an adult and you have learned to walk then you can walk and talk at the same time.
Then again, maybe there isn’t an exception – Even this doesn’t work very well, though. A study being published in December shows that people talking on their cell phones while walking, run into people more often and don’t notice what is around them. The researchers had someone in a clown suit ride a unicycle. The people talking on a cell phone were much less likely to notice or remember the clown.
But the millennial generation can multi-task, right? – A study at Stanford University demonstrates well that multi-tasking doesn’t work, even with college students. Clifford Nass’s study (published in August of 2009 in the Proceedings of the National Academy of Sciences), found that when people are asked to deal with multiple streams of information they can’t pay attention to them, can’t remember as well, and don’t switch as well as they would have thought.
So what should you do? — One thing at a time!
For more information:
on the Stanford study:Stanford Study on Multi-Tasking
On the clown and unicycle research: Ira E. Hyman Jr *, S. Matthew Boss, Breanne M. Wise, Kira E. McKenzie, Jenna M. . “Did you see the unicycling clown? Inattentional blindness while walking and talking on a cell phone”. Applied Cognitive Psychology, December, 2009.
Originally published on WhatMakesThemClick.net.
#37: Dopamine Makes You Addicted To Seeking Information
xorsyst
The myth — You may have heard that dopamine controls the “pleasure” systems of the brain: that dopamine makes you feel enjoyment, pleasure, and therefore motivates you to seek out certain behaviors, such as food, sex, and drugs.
It’s all about seeking — The latest research, though is changing this view. Instead of dopamine causing us to experience pleasure, the latest research shows that dopamine causes seeking behavior. Dopamine causes us to want, desire, seek out, and search. It increases our general level of arousal and our goal-directed behavior. (From an evolutionary stand-point this is critical. The dopamine seeking system keeps us motivated to move through our world, learn, and survive). It’s not just about physical needs such as food, or sex, but also about abstract concepts. Dopamine makes us curious about ideas and fuels our searching for information. The latest research shows that it is the opoid system (separate from dopamine) that makes us feel pleasure.
Wanting vs. liking – According to Kent Berridge, these two systems, the “wanting” (dopamine) and the “liking” (opoid) are complementary. The wanting system propels us to action and the liking system makes us feel satisfied and therefore pause our seeking. If our seeking isn’t turned off at least for a little while, then we start to run in an endless loop. The latest research shows that the dopamine system is stronger than the opoid system. We seek more than we are satisfied (back to evolution… seeking is more likely to keep us alive than sitting around in a satisfied stupor).
A dopamine induced loop – With the internet, twitter, and texting we now have almost instant gratification of our desire to seek. Want to talk to someone right away? Send a text and they respond in a few seconds. Want to look up some information? Just type it into google. What to see what your friends are up to? Go to twitter or facebook. We get into a dopamine induced loop… dopamine starts us seeking, then we get rewarded for the seeking which makes us seek more. It becomes harder and harder to stop looking at email, stop texting, stop checking our cell phones to see if we have a message or a new text.
Anticipation is better than getting — Brain scan research shows that our brains show more stimulation and activity when we ANTICIPATE a reward than when we get one. Research on rats shows that if you destroy dopamine neurons, rats can walk, chew, and swallow, but will starve to death even when food is right next to them. They have lost the desire to go get the food.
More, more, more – Although wanting and liking are related, research also shows that the dopamine system doesn’t have satiety built in. It is possible for the dopamine system to keep saying “more more more”, seeking even when we have found the information. During that google exploration we know that we have the answer to the question we originally asked, and yet we find ourselves looking for more information and more and more.
Unpredictable is the key — Dopamine is also stimulated by unpredictability. When something happens that is not exactly predictable, that stimulates the dopamine system. Think about these electronic gadgets and devices. Our emails and twitters and texts show up, but we don’t know exactly when they will or who they will be from. It’s unpredictable. This is exactly what stimulates the dopamine system. It’s the same system at work for gambling and slot machines. (For those of you reading this who are “old school” psychologists, you may remember “variable reinforcement schedules”. Dopamine is involved in variable reinforcement schedules. This is why these are so powerful).
When you hear the “ding” that you have a text – The dopamine system is especially sensitive to “cues” that a reward is coming. If there is a small, specific cue that signifies that something is going to happen, that sets off our dopamine system. So when there is a sound when a text message or email arrives, or a visual cue, that enhances the addictive effect (for the psychologists out there: remember Pavlov).
140 characters is even more addictive – And the dopamine system is most powerfully stimulated when the information coming in is small so that it doesn’t full satisfy. A short text or twitter (can only be 140 characters!) is ideally suited to send our dopamine system raging.
Not without costs — This constant stimulation of the dopamine system can be exhausting. We are getting caught in an endless dopamine loop.
Write a comment and share whether you get caught in these dopamine loops and whether you think we should use what we know about these systems to create devices and websites that stimulate them.
And for those of you who like research:
Kent C. Berridge and Terry E. Robinson, What is the role of dopamine in reward: hedonic impact, reward learning, or incentive salience?: Brain Research Reviews 28 1998. 309–369.
Originally published on WhatMakesThemClick.net.
#38: Blue and Red Together is Hard On Your Eyes (Chromostereopsis)
Wikimedia
What should you do about it? – If you are a visual or web designer make sure that you are not using red and blue together in this way. I still find web sites that have this color combination. Here are a few!
Originally published on WhatMakesThemClick.net.
#39: When it comes to technology, you definitely “act your age”
Generational definitions — I’ve done some of my own exploratory research on generational differences in the last few years. Here are the age group definitions I’m using for this blog post: millenials (born between 1982 and 2002), Gen X’ers (1961-1981) and Boomers (1943-1961). I focused in my research on differences in technology use and expectations. Here are some of my findings:
- Dualism vs. Ubiquitous – Boomers think that technology is a separate thing. They “go on” the internet. They “make a call on the cell phone”. They look something up “on the computer”. They have a distinction between doing a task and the “tool” that they do the task with. Millennials don’t have that dualism or separation. They look something up (of course they are doing it on the computer… why would you even think to say it that way?). They make a call or text someone… the technology is implied and assumed.
- Is the technology trapping us? — Gen Xers live their life with technology. They work with it, they use it to be more productive. They like to customize and personalize. The Gen Xers are actually the group that is most enamored by technology, but at the same time they feel trapped by it. Boomers, on the other hand, remember life without it, so Boomers may use it and may be addicted to it like everyone else (see my blog post on Dopamine Makes You Addicted To Seeking Information), but they can more easily let it go and live without it. Interestingly, millennials have integrated all the various technologies into their lives, but they are the ones that will say, “We need to talk more instead of all this texting.” or “People are forgetting how to even just talk to each other”, or “I don’t use email. It’s a hassle and it’s too impersonal. If I need to communicate I call them or text or facebook”.
- No one likes small fonts – All the generations I interviewed for my research commented on how much they dislike small fonts online. We think we only need larger fonts if we have a lot of Boomers in our target audience, but all of the generations commented that text was often too small.
- Like things to scroll? – Boomers don’t like things that move and scroll on the page, such as banners that change. They REALLY don’t like that — it is a reason why they would abandon a site. Gen Xers are fine with these moving parts and Millennials will get bored without them.
- Interesting and fun — Millennials expect websites to be at least interesting, if not fun. Gen Xers and Boomers are willing to give up fun if the site can be customized for them (Gen Xers), or it’s a useful tool (Boomers).
- Twitter and Facebook – Gen Xers love twitter. Millennials prefer Facebook. Boomers are trying both, but are still a little bewildered.
- Gen Xers are outnumbered — You’ve heard how large the Boomer generation is in numbers, right? (78,000,000 in the US). The Millennials are an even larger group (80,000,000 in the US). The Gen Xers are a much smaller group (55,000,000).
- Gen Xers have to guard against design bias – If you are a Gen Xer you have to be really careful. Gen Xers are doing most of the website design. But most of the people they are designing for are not them! They have to make sure they are not just designing for themselves, and they have to test their design with different generations.
- Millennials are most affected by “people like me” – If you have pictures of people at your website the millennials are the most sensitive to what the people look like, especially to how old they are. I’ve seen millennials glance at the page they landed on at a website and click out of it within 1 or 2 seconds because, “this site isn’t for me. That woman was old” (by the way, the woman looked about 35 to me!).
- They are not going to “grow out of it” – Sometimes when I give talks on this topic people will ask me, “Isn’t this just an artifact because these people are young? Soon they will grow up and get married and have children and then they will be just like all the other Gen Xers, right?”. I don’t believe this. The differences are deep and have been ingrained since childhood. The Millennials are not going to grow into Gen Xers, just like the Gen Xers are not going to grow into Boomers.
Originally published on WhatMakesThemClick.net.
#40: You Want More Choices and Information Than You Can Actually Process
What Makes Them Click
Which Table Had More Visitors? — When there were twenty-four jars of jam, 60% of the people coming by would stop and taste. When there were six jars of jam only 40% of the people would stop and taste. So having more choices was better, right? Nope, that’s wrong.
Which Table Resulted in More Tasting? You would think that people would taste more jam when the table had twenty-four different varieties. But they didn’t. People tasted only a few varieties whether there were six or twenty-four choices available. People can only deal with 3 to 4 things at one time (see the post on 100 Things You Should Know about People: #3 — You Can Only Remember 3 to 4 Things At A Time (The Magic Number 3 or 4)).
Which Table Resulted in More Purchases? 31% of the people who stopped at the table with six jars actually made a purchase. But only 3% of the people who stopped at the table with twenty-four jars actually made a purchase. So even though more people stopped by, less people purchased. To give you an example of the numbers, if 100 people came by (they actually had more than that in the study, but 100 makes the calculations easy for our purposes), 60 of them would stop and try the jam at the twenty four jar table, but only two of them would make a purchase. Forty people would stop and try the jam at the six-jar table, and twelve of them would actually make a purchase.
Why Can’t You Stop? – So if “less is more” then why are you always wanting more choices? It’s part of that dopamine effect again. We find information addictive. It is only when we are confident of our decision that we stop seeking more information. (see the post on 100 Things You Should Know About People: #8 — Dopamine Makes You Addicted To Seeking Information)
What should you do if you are trying to sell something? – Resist the impulse to provide lots and lots of choices to your customers. Remember they will SAY they want lots of choices, and you will think that lots of choices is a good thing (because you like them too), but too many choices means they won’t buy at all.
What should you do if you are the consumer? – Stay aware of when you have gone over 3 to 4 choices or 3 to 4 points of information. Start some new habits by making “rules” for yourself. For example, make a rule, that when you have 4 pieces of information or 4 choices lined up that you will either stop seeking more information and make your decision/choice, or at least take a break from your searching so you can break the dopamine loop. It takes a while to replace an old habit with a new one, so you may have to be patient. And I’ll tell you the truth… I think that the dopamine reaction is so strong you may not be able to ever really stop this information seeking/choice seeking loop. But you can always try!
And for those of you who like research:
Iyengar, Sheena S. and Mark R. Lepper. 2000. When choice is demotivating: Can one desire too much of a good thing?. Journal of Personality and Social Psychology. 79: 995-1006.
Originally published on WhatMakesThemClick.net.
#41: Want To Change a Habit? Use Fun, Surprise, and a Crowd
Have a habit that you want to change? Or
maybe you are trying to change the behavior of people at work? Or you
want to change the behavior of people coming to your blog or website? If
you read any of the research on habits you will find that habits are
hard to change. (I’ll do a separate post on that shortly). You can
change habits, but it takes a lot of work. Or maybe not?
Have you seen the video on the musical stairs? Many of you probably
have. If so, watch it again before reading on, and if you haven’t then
you’ll enjoy it. I believe that there are some lessons about habit
change in the video:
Shortcuts to changing habits — I’ve been thinking about that video and I am thinking that there might be ways to shortcut all the work it takes to change a habit, or at least jump start the process. Based on the video here are 3 ideas I’ve come up with:
Make it fun – When you are changing a habit, you substitute a new habit for the old one. To jump start this process, make the new habit fun. It will probably need to be a lot more fun for it to even begin to be enticing.
Make it a surprise – People like surprises (as long as the surprise is pleasant or fun). Research on the brain shows that surprises capture human interest and attention. There is also research to show that things that are unpredictable elicit activity in the parts of the brain that anticipate rewards. If you surprise people you will therefore get their attention, and prime them to think that what comes next might be pleasurable (Berns, McClure, Montague, 2001).
Use a crowd — In my book, Neuro Web Design: What makes them click? I have a chapter on social validation. The research in this area shows that people are influenced by the behavior of others. When they see lots of people doing something they will tend to join in.
The musical stairs in the video had all three elements. Having stairs that look like a piano and make piano sounds is fun, and also a surprise. On top of that, everyone else was using the stairs… and there you have it, people are ready to use the stairs.
We don’t know if this use the stairs habit would sustain, or what happens when you take the musical stairs away. But next time I am choosing a new habit to try and replace an old habit, I’m going to pay attention to the factors of fun, surprise, and social validation.
And for those of you who like to read research:
Berns, GS, McClure, SM, Montague, PR (2001) Predictability modulates human brain response to reward. J. Neuroscience 21(8):2793-2798
Originally published on WhatMakesThemClick.net.
Shortcuts to changing habits — I’ve been thinking about that video and I am thinking that there might be ways to shortcut all the work it takes to change a habit, or at least jump start the process. Based on the video here are 3 ideas I’ve come up with:
Make it fun – When you are changing a habit, you substitute a new habit for the old one. To jump start this process, make the new habit fun. It will probably need to be a lot more fun for it to even begin to be enticing.
Make it a surprise – People like surprises (as long as the surprise is pleasant or fun). Research on the brain shows that surprises capture human interest and attention. There is also research to show that things that are unpredictable elicit activity in the parts of the brain that anticipate rewards. If you surprise people you will therefore get their attention, and prime them to think that what comes next might be pleasurable (Berns, McClure, Montague, 2001).
Use a crowd — In my book, Neuro Web Design: What makes them click? I have a chapter on social validation. The research in this area shows that people are influenced by the behavior of others. When they see lots of people doing something they will tend to join in.
The musical stairs in the video had all three elements. Having stairs that look like a piano and make piano sounds is fun, and also a surprise. On top of that, everyone else was using the stairs… and there you have it, people are ready to use the stairs.
We don’t know if this use the stairs habit would sustain, or what happens when you take the musical stairs away. But next time I am choosing a new habit to try and replace an old habit, I’m going to pay attention to the factors of fun, surprise, and social validation.
And for those of you who like to read research:
Berns, GS, McClure, SM, Montague, PR (2001) Predictability modulates human brain response to reward. J. Neuroscience 21(8):2793-2798
Originally published on WhatMakesThemClick.net.
#42: Reading Text Online Is Not Fun
What Makes Them Click
It’s the luminescence – Computer screens however, have a different lighting display than the Kindle, and certainly are different than reading on paper. When you are reading text on paper the light is reflected off the paper and back to your eyes. When you are reading text on a computer screen the reflections of room or sunlight are different.
So what’s the result? – The result is that reading text online is tiring to the eyes. People are only going to read a limited amount of text at a time on a computer screen. If you want people to read text on a computer screen you have to do the following:
Break the text up into chunks -- use bullets, short paragraphs, pictures and any other means you can to break the text up. People will read a few lines of text on a computer screen and then skip to the next paragraph, so break it up.
Use a font that is easy to read — There have been “font wars” for years. The research shows that the font you use is not a big deal as long as it is basically readable. Meaning don’t use an overly decorative font for a block of text.
Use a font size that is easy to read – Even younger people complain about small fonts.
Use black text on a white background or close to that – You need enough difference between foreground and background. Black text on a white background is the most readable.
Make the content worth it – In the end it all boils down to whether what is on the page is of interest to the reader. If it is then the reader will be more patient with having to read the text online.
So what do you think? Do you have a Kindle or the new B&N device? Do you think it is different than reading text on a computer screen? Are you an avid text reader online?
If you are interested in reading the research about font type and reading more about typography and readability here are two great websites:
http://www.hgrebdes.com/typefaces
http://www.alexpoole.info/academic/literaturereview.html
Originally published on WhatMakesThemClick.net.
#43: People Value A Product More Highly If It Is Physically In Front Of Them
The real deal counts – Having a picture didn’t increase the amount of money people were willing to “bid” for the product, but having the product right in front of them definitely did by up to 60%. Interestingly, the form of presentation didn’t change how much people said they liked the item, just the dollar value. In fact, for some items that they had said before the experiment they didn’t like, they still valued those more highly if they were in front of them.
What about toys and trinkets instead of food? — The researchers were surprised. They thought the images would be more powerful than text. They decided to try the experiment again, each time varying some conditions. For example, they tried the experiment with toys and trinkets instead of food. Same result.
What about behind plexiglass? – They wondered if with the food there was some unconscious olfactory (smell) cues that were triggering the brain, so they did another experiment putting the food in view, but behind plexiglass. If the food was in view, but behind plexiglass it was deemed to be worth a little more money, but not the same as if it were available within reach. Ah! they thought it is olfactory!, but then they found the same result with the non food items.
Ok, so we’ll give samples – Deciding to try one more thing, they went back to food items, but this time let people see and taste a sample. The actual item wasn’t there, but the sample was. Surely, they thought, the sample will be the same as having the actual item in front of them. Wrong again!
The researchers note that in this taste condition the participants didn’t even look at the samples in the paper cup, since they knew they were the same as the food in the package.
A Pavlovian response? — The researchers hypothesize that there is a physical Pavlovian response going on: When the product is actually available, that acts as a conditioned stimulus and elicits a response. The images and even text could become a conditioned stimulus and produce the same response, but they have not been set up in the brain to trigger the same response as the actual item.
As you start to think of the implications, here are some things to consider:
a) People were not going online and deciding whether or not to buy an item they were unfamiliar with. They were not at an apparel website deciding whether this was the right shirt or not. In those cases showing an image might have a huge impact. In these experiments the participants were all familiar already with the products.
b) Having the product physically available and not behind a barrier or plexiglass cover seems to be very important.
c) Sounds like those brick and mortar stores have an edge, at least on price.
Let me know your thoughts on the implications of the experiments.
And for those of you who like to read the research:
B. Bushong, L.M. King, C.F. Camerer, A. Rangel, Pavlovian processes in consumer choice: The physical presence of a good increases willingness-to-pay. American Economic Review, 2010, 100:1-18.
Originally published on WhatMakesThemClick.net.
#44: What You See Is Not What Your Brain Gets
Can you read this?:
Aoccdrnig to research at Cmabrigde Uinervtisy, the oredr of lteetrs
in a wrod is nto vrey iprmoetnt. Waht mttaers is taht the frist and lsat
ltteer be in the rghit pclae. The ohter letetrs can be a ttoal mses and
you can sitll raed wthuot mcuh probelm. Tihs is bcauseae yuor brian
deos not raed ervey lteter, but raeds wrods and gruops of wrods.
I came across a similar paragraph in a book on Cognitive Psychology (Solso, 2005).
What our eyes see is not what our brain ends up with – We think that we are walking around looking at the world around us with our eyes, and that our eyes are sending information to the brain which processes it and gives us a realistic experience of “what’s out there”. But the truth is that what our brain comes up with is not exactly what our eyes are actually seeing.
The great interpreter – Our brain is constantly interpreting everything it sees. Take, for example, the picture below:
What do you see? Your first reaction is probably that you are looking at a triangle with a black border in the background, and a white triangle upside down on top of it. Of course that’s not really what is there, is it? What’s there are some partial lines and some partial circles. Your brain creates the shape of an upside down triangle out of blank space, because that is what it is expecting to see. This particular illusion is called a Kanizsa triangle, named after an Italian psychologist (G. Kanizsa) that first came up with it in 1955.
Shortcuts to the world – Our brains create these shortcuts in order to try and quickly make sense out of the world around us. There are so many (millions) of sensory inputs coming into our brain every second, that it has to try to make it all make sense. So it uses rules of thumb, and extrapolates what it has experience with, to make guesses about what it is seeing. Most of the time that works, but sometimes it causes errors.
What you design may not be what people see – The take-away is that what we think people are going to see may not be what they do see. It might depend on their background, knowledge, familiarity with what they are looking at, and expectations. Conversely, we might be able to persuade people to see things in a certain way, depending on how they are presented. Here’s another example from the Solso book:
By using different colored backgrounds we can draw attention and change the meaning of the sign.
What do you think? Do you think designers use these principles to draw attention on purpose? If you are a designer do you use these ideas? If we can read so well with all these misspellings, are typos even a problem?
Here’s the Solso book reference: Cognitive Psychology, edited by Solso, 7th edition, Allyn and Bacon, 2005.
I came across a similar paragraph in a book on Cognitive Psychology (Solso, 2005).
What our eyes see is not what our brain ends up with – We think that we are walking around looking at the world around us with our eyes, and that our eyes are sending information to the brain which processes it and gives us a realistic experience of “what’s out there”. But the truth is that what our brain comes up with is not exactly what our eyes are actually seeing.
The great interpreter – Our brain is constantly interpreting everything it sees. Take, for example, the picture below:
What do you see? Your first reaction is probably that you are looking at a triangle with a black border in the background, and a white triangle upside down on top of it. Of course that’s not really what is there, is it? What’s there are some partial lines and some partial circles. Your brain creates the shape of an upside down triangle out of blank space, because that is what it is expecting to see. This particular illusion is called a Kanizsa triangle, named after an Italian psychologist (G. Kanizsa) that first came up with it in 1955.
Shortcuts to the world – Our brains create these shortcuts in order to try and quickly make sense out of the world around us. There are so many (millions) of sensory inputs coming into our brain every second, that it has to try to make it all make sense. So it uses rules of thumb, and extrapolates what it has experience with, to make guesses about what it is seeing. Most of the time that works, but sometimes it causes errors.
What you design may not be what people see – The take-away is that what we think people are going to see may not be what they do see. It might depend on their background, knowledge, familiarity with what they are looking at, and expectations. Conversely, we might be able to persuade people to see things in a certain way, depending on how they are presented. Here’s another example from the Solso book:
By using different colored backgrounds we can draw attention and change the meaning of the sign.
What do you think? Do you think designers use these principles to draw attention on purpose? If you are a designer do you use these ideas? If we can read so well with all these misspellings, are typos even a problem?
Here’s the Solso book reference: Cognitive Psychology, edited by Solso, 7th edition, Allyn and Bacon, 2005.
#45: The Brain Looks For Simple Patterns
Chances are you will say you see four sets of 2 x’s each. You won’t see them as 8 separate x’s. You interpret the white space, or lack of it, as a pattern.
People are great at recognizing patterns – Recognizing patterns helps you make quick sense of all the sensory input that comes to you every second. Your eyes and your brain will want to create patterns, even if there are no real patterns there. Your brain wants to see patterns.
Individual cells respond to certain shapes – In 1959, two researchers, Hubel and Wiesel showed that there are individual cells in the visual cortex of your brain that respond only to horizontal lines, other cells that respond only to vertical lines, other cells that respond to edges, and cells that respond only to certain angles. (In 1981 Hubel and Wiesel won a Nobel price for their work on vision).
The Memory Bank Theory – Even with Hubel and Wiesel’s work in 1959, for many years the prevailing theory of pattern recognition was that you have a memory bank that stores millions of objects, and when you see an object you compare it with all the items in your memory bank until you find the one that matches.
You recognize objects by simple shapes – But research now points to the idea that we recognize certain basic shapes in what we are looking at, and we use these basic shapes, called geons, to recognize objects. Irving Biederman came up with the idea of geons in 1985. It’s thought that there are 24 basic shapes that people recognize, and that these shapes are the building blocks of the objects we see and identify.
The picture at the beginning of this article shows examples of Biederman’s geons and how they are incorporated into objects for pattern recognition.
Take-Aways:
- Use patterns as much as possible, since people will automatically be looking for them. Use grouping and white space to create patterns.
- If you want people to recognize an object quickly, use a simple geometric drawing of the object. This will make it easier to recognize the underlying geons, and thus make the object easier and faster to recognize.
And for those of you who like to read the research:
Biederman, I., Human Image Understanding: Recent Research and a Theory in Computer Vision, Graphics and Image Processing, 1985, Elsevier.
#46: You React To Colors Based On Your Culture
Many
years ago I worked with a client who had created a color map of the
different business regions for their business, showing the total revenue
for the quarter for each region. Yellow was for the Eastern part of the
US, green for the Central, etc. They had used red for the western
states. The VP of Sales gets to the podium and starts his slide show to
the financial and accounting staff of the company. Up comes the colored
map. A gasp can be heard in the auditorium, and then there is the buzz
of urgent conversation. The VP tries to continue his talk, but he has
lost everyone’s attention. They are all talking amongst themselves.
Finally someone blurts out, “What the heck is going on in the West?!”
“What do you mean?”, the VP asks, “Nothing is going on. They had a great
quarter”.
What does red mean? – To an accountant or financial
person red is a bad thing. It means that they are losing money. The
presenter had to explain that they had just picked red as a random
color.
Colors have associations and meanings — Red means “in the red” or financial trouble, or it could mean danger. Green means money, or “go”. You want to pick colors carefully since they have these meanings.
Color meanings change by culture – Some colors have similar meanings everywhere, for example, gold stands for success and high quality in most cultures, but most colors have different meanings in different cultures. For example, in the US, white stands for purity and is used at weddings, but in other cultures white is the color used for death and funerals. David McCandless of Informationisbeautiful.net has a color chart that shows how different colors are viewed by different cultures.
Colors have associations and meanings — Red means “in the red” or financial trouble, or it could mean danger. Green means money, or “go”. You want to pick colors carefully since they have these meanings.
Color meanings change by culture – Some colors have similar meanings everywhere, for example, gold stands for success and high quality in most cultures, but most colors have different meanings in different cultures. For example, in the US, white stands for purity and is used at weddings, but in other cultures white is the color used for death and funerals. David McCandless of Informationisbeautiful.net has a color chart that shows how different colors are viewed by different cultures.
Take-Aways:
- Choose your colors carefully, taking into account the meaning that that color may invoke.
- Pick a few major cultures/countries that you will be reaching with your design and check them on the cultural color chart from David McCandless to be sure you do not have some unintended color associations for that culture.
#47: Your Brain Is Just As Busy When You Sleep As When You're Awake
Why do people sleep? — Well,
not just people, but all kinds of animals sleep. When you think about
it, it’s actually quite a strange idea that for 1/4 to 1/3 of each day
we go unconscious and are oblivious to the world around us. Scientists
for years have wondered and studied what goes on when we sleep and why
we do it.
Some of the best research happens through serendipity —
Matthew Wilson was studying brain activity in rats as they run mazes.
One day he accidentally left the rats hooked up to the equipment he used
to record their brain activity. The rats eventually fell asleep, and to
Wilson’s surprise, he found that the brain activity while they were
asleep was almost the same as the brain activity when the rats were
running the maze.
Learning and consolidating – Wilson started a series of experiments to study this more. And through his experiments he has come up with a theory, not just about rats, but about people too: When you sleep and when you dream you are reworking, or consolidating, your experiences from the day. Specifically you are consolidating new memories and making new associations from the information you processed during the day. Your brain is deciding what to remember and what to let go of, or forget.
Sleep don’t cram – Of course we’ve always heard the advice to “get a good night’s sleep” before a big event, or exam. It turns out that that advice was solid. If you want to remember what you have learned the best thing to do is to go to sleep after you learn and before you need to remember it.
And if you like to read research:
Ji D, Wilson MA (2007). ”Coordinated memory replay in the visual cortex and hippocampus during sleep.” Nature Neuroscience 10: 100-7.
Learning and consolidating – Wilson started a series of experiments to study this more. And through his experiments he has come up with a theory, not just about rats, but about people too: When you sleep and when you dream you are reworking, or consolidating, your experiences from the day. Specifically you are consolidating new memories and making new associations from the information you processed during the day. Your brain is deciding what to remember and what to let go of, or forget.
Sleep don’t cram – Of course we’ve always heard the advice to “get a good night’s sleep” before a big event, or exam. It turns out that that advice was solid. If you want to remember what you have learned the best thing to do is to go to sleep after you learn and before you need to remember it.
And if you like to read research:
Ji D, Wilson MA (2007). ”Coordinated memory replay in the visual cortex and hippocampus during sleep.” Nature Neuroscience 10: 100-7.
#48: There Are 4 Types Of Creativity
Dan Goodman/Business Insider
Creativity can be either emotionally or cognitively based, and it can also be spontaneous or deliberate. That gives you the four quadrants.
#1: Thomas Edison – Deliberate and cognitive creativity is the kind of creativity that comes from sustained work in a discipline. For example, Thomas Edison, the inventor of the electric light bulb, was a deliberate and cognitive creator. He ran experiment after experiment before he would come up with an invention. In addition to the light bulb, Thomas Edison also invented the phonograph, and the motion picture camera. One of his famous quotes is:
“I have not failed. I’ve just found 10,000 ways that won’t work.”
Deliberate and cognitive creativity comes
from the pre-frontal cortex (PFC) in your brain. The PFC allows you to
do 2 things: 1) pay focused attention and 2) make connections among
information that you have stored in other parts of your brain. In order
for deliberate, cognitive creativity to occur, you need to already have a
body of knowledge about one or more particular topics. When you are
being deliberatively and cognitively creative you are putting together
existing information in new and novel ways.#2: Personal breakthrough “a-ha” moments – If you’ve ever had a personal crisis (relationship break-up, got fired, gone through a bankruptcy), and then had a flash of insight about yourself and what chain of bad decisions you might have made that contributed to the crisis, then you may have experienced deliberate, emotional creativity. This type of creativity also involves the PFC. That is the deliberate part. But instead of focusing attention on a particular area of knowledge or expertise, people who are engaging in deliberate, emotional creativity have a-ha moments having to do with feelings and emotions. The cingulate cortex is the part of the brain that processes complex feelings that are related to how you interact with others, and your place in the world. And the cingulated cortex is connected to the PFC. These two brain areas are active with this type of creativity.
#3 Isaac Newton “Eureka” moments – Have you ever been working on a problem or idea that you can’t seem to solve. Maybe you have been trying to figure out how to staff a project at work, and you just don’t see how you can free up the right people to do the project. Then you go to lunch, and on your way back you get a flash of insight about how to staff the project. This is an example of spontaneous and cognitive creativity.
Spontaneous and cognitive creativity involves the basal ganglia of the brain. This is where dopamine is stored, and it is a part of the brain that operates outside of your conscious awareness. During spontaneous, cognitive creativity, the conscious brain stops working on the problem, and this gives the unconscious part of the brain a chance to work on it instead. If a problem requires “out of the box” thinking then you need to remove it temporarily from conscious awareness. By doing a different, unrelated activity, the PFC is able to connect information in new ways via your unconscious mental processing. The story about Isaac Newton thinking of gravity while watching a falling apple is an example of spontaneous and cognitive creativity. Notice that this type of creativity does need an existing body of knowledge. That is the cognitive part.
#4: “Epiphanies” — Spontaneous and emotional creativity comes from the amygdala. The amygdala is where basic emotions are processed. When the conscious brain and the PFC are resting, then it is possible for spontaneous ideas and creations to emerge. This is the kind of creativity that you think of when you think about great artists and musicians. Often these kind of spontaneous and emotional creative moments are quite powerful, such as an epiphany, or a religious experience. There is not specific knowledge necessary (it’s not cognitive) for this type of creativity, but there is often skill (writing, artistic, musical) needed to create something from the spontaneous and emotional creative idea.
Take-Aways:
- Deliberate and cognitive creativity requires a high degree of knowledge and lots of time
- Deliberate and emotional creativity requires quiet time
- Spontaneous and cognitive creativity requires stopping work on the problem and getting away
- Spontaneous and emotional creativity probably can’t be designed for
