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Tag Archives: bias

Meta-Cognition

18 Thursday Dec 2025

Posted by petersironwood in management, psychology

≈ Leave a comment

Tags

AI, bias, cognition, Feedback, Halo Effect, life, mental-health, politics, Primacy Effect, psychology, science, sports, truth, writing

Meta-Cognition

“Cognition” refers to thinking activities such as problem solving, learning, decision making, and imagining. “Meta-Cognition” refers to thinking about thinking. The science of psychology, over the last 150 years, has learned a great deal about human thinking. If you are reading this blog post, the chances are pretty good that you are a human being. Although there are important individual differences in how people solve problems, learn, make decisions, and use their imaginations, there are also many similarities. To the extent that you understand your own thinking, you can use that knowledge to do a better job of problem solving, learning, decision making and using your imagination. 

woman working girl sitting

Photo by Alexander Dummer on Pexels.com

Here are a few examples that you may already be aware of. I really like chocolate. And I really like almonds. Chocolate-covered almonds are one of my very favorite foods. I know this about myself. I also know that I am easily distracted. I’m not the sort of person who begins to write a blog post, thinks about chocolate almonds and then stops writing to rush out to the store and buy a package. In fact, there is almost no activity that I can be engaged in which I would interrupt in order to go buy chocolate almonds no matter how much I crave them. On the other hand, if there were a bowl of chocolate almonds right beside me, in easy reach, I would definitely reach over and grab some whenever I paused in my writing. So, how do I use the knowledge about my own behavior to control my own behavior? 

person holding chocolates and white ceramic mug

Photo by rawpixel.com on Pexels.com

I don’t very often buy chocolate almonds. It’s relatively easy to simply not go to the part of the grocery store where these little devils hang out. If I walk by, I know that they will start singing to me like the Lorelei of legend: “Come get me! I am so tasty. Get me now. Please. I want to go home with you.” But I can’t really hear them that well beyond about five feet. Probably this is because chocolate almonds have a very rudimentary vocal apparatus. 

I do buy them perhaps once a month and when I do buy them I put them in a closed drawer so they are mainly out of earshot. Then, I will have a few and get back to work. I may not have them for days at a time. If, however, I put them in a bowl right beside my computer, I am fairly certain that I would eat the whole box the first day; indeed, quite possibly in the first hour. 

This is an example of using what I know about how I think about things in order to think about arranging the environment to my own long-term benefit. 

Another example, which I may describe in more detail later, is the so-called “Primacy Effect.” This is known in popular terms as the power of “First Impressions.” If your first experience with something — whether it’s dogs, cats, Chinese food, or computer programming — is negative, it will be difficult to overcome that later. This is not only true of emotional reactions. It’s also true about what you recall about something. 

Suppose that you meet someone named Joseph Josephson at a party and Joseph has a beard and long black hair. Perhaps you talk to Joseph for ten minutes. You meet Joseph a few months later at a tennis match and now he is clean shaven and has short hair. You play tennis with him for an hour. A few months later, someone happens to ask you if you know Joseph Josephson. Chances are, an image will pop into your head of Joseph with long black hair and a beard. Of course, sales people, politicians and wise people applying for jobs make use of this and want to make a “good first impression.” Since you now know that first impressions are particularly important, you can use this knowledge about how people think to make sure that first impression is a good one. 

agreement beard brainstorming business

Photo by rawpixel.com on Pexels.com

You can also use that knowledge to help modify your own thinking and decision making. Suppose someone comes to you for a job interview and the first thing they do when they walk in your office is trip over a chair and spill their papers on the floor. That’s unfortunate! It is quite natural to immediately conclude that they are unsuited for the job. At this point, you could remind yourself instead that this is only a first impression and that you should not let it color your judgement about whether they are the best candidate for the job. You probably won’t be entirely successful in not letting it cloud your judgement, but you will be somewhat successful. 

As I explain in The Winning Weekend Warrior, you can also use the “Primacy Effect” in sports. For example, if you are serving in tennis doubles, if you mainly want to hit a flat serve and stay back after serving, you might serve a kick-serve and follow it to the net a few times at the beginning. Even if you never do this again, your opponents will continue to be “looking for” that kick serve and may prepare their return on that basis. 

girl in white and orange stripe tank top holding black tennis racket

Photo by Public Domain Pictures on Pexels.com

When it comes to evaluating candidates for jobs, you must also be wary of the “Halo Effect.” If you find out something good about a candidate, it will tend to cloud your judgement about other aspects of their qualifications, even if that “good thing” is irrelevant to the job. A physically attractive candidate will tend to be judged as more qualified overall even if the job has nothing to do with physical attractiveness. But now that you know this about human judgements (and therefore also your judgements), you can take steps to minimize the “Halo Effect.” It may help, for instance, if you specifically judge candidates on several dimensions of background or experience. The more “objective” you can make the criteria, the less susceptible the judgments are to the “Halo Effect.” So, if the candidate is very attractive, for example, if you simply give an overall judgement that they are suitable for the job, there will be a relatively large impact of their attractiveness. On the other hand, if you are asked to separately rate the candidate on Work Experience, Educational Background, Appearance, and Relevant Skills, the Halo Effect from their physical appearance will tend to be mainly (but not wholly) focused on the “Appearance” factor. If you answer even more specific and objective questions such as: “Does the candidate have an advanced degree?” or “Does the candidate have more than two years programming in C?” the “Halo Effect” is further minimized. 

two men holding pen and calendar sitting beside table

Photo by rawpixel.com on Pexels.com

One of the most common ways that people use meta-cognition is simply to write things down. You and I both know that we have a tendency to forget. Most of us, therefore have paper or electronic calendars. We don’t typically rely on our own memory to keep track of a complex schedule of appointments. Why? Presumably, we do this because we know that we are likely to forget an appointment if we rely on our brains. Most of us do not bother to put our own birthday on the calendar because we realize that we are quite aware of it and not likely to forget. People who celebrate Christmas often do not bother to put that date on the calendar either. We know that it would be rather hard to forget! Similarly, many people who go grocery shopping and buy milk, eggs, and bread every week do not bother to put it on the list. If your aunt Mary is coming to visit and she requires soy milk, you probably will put that on your shopping list. You realize (through meta-cognition) that this is an item you are likely to forget. 

food healthy vegetables potatoes

Photo by Stokpic on Pexels.com

These are just a few examples. Findings about human cognition abound. You can use these findings to do a better job in your own thinking; you can use those same findings to help you in competitive situations in predicting what others will do. If you are interested in more such findings about psychology, you might find these fascinating and well-written books of interest.

Thinking Fast & Slow, by Daniel Kahneman

Predictably Irrational by Dan Ariely  


Here are some other blog posts that touch on various aspects of human cognition. Being aware of these helps you use the knowledge to your advantage.

Essays on America: Wednesday

Essays on America: Labelism

What about the Butter Dish?

The Invisibility Cloak of Habit

The Update Problem

The Stopping Rule

Finding the Mustard

Fish have no Word for Water

The Loud Defense of Untenable Positions

Happy Talk Lies

The Primacy Effect

———————-

Holiday Gift Ideas: 

For busy professionals who wish to live a long and healthy life: Fit in Bits shows many ways to work exercise into otherwise sedentary activities. 

For amateur athletes who would like to win more, The Winning Weekend Warrior focuses on strategy, tactics, and the mental game for all sports including tennis, golf, softball, etc. 

For Sci-Fi fans, Turing’s Nightmares presents 23 short stories that explore the practical and ethical implications of Artificial Intelligence. 

For those interested in what it was like to grow up in mid-America in the 1950’s, Tales from an American Childhood recounts early memories and then relates them to contemporary events and issues. 

A Mere House of Mirror

19 Sunday Apr 2020

Posted by petersironwood in America, apocalypse, COVID-19, politics, psychology, story, Uncategorized

≈ 1 Comment

Tags

bias, Carnival, COVID19, empathy, fiction, Fun House, insight, Mirrors, prejudice, racism, relationships, religion, short story, truth

Chapter One: Mere Mirror

809B3BC6-E2BA-46A2-9FA1-4C782EE55D27_4_5005_c

The hot, humid, cloudless August day offered not the slightest breeze of comfort. The girls had finished their snow cones only three minutes ago, and they already felt the stifling heat. They looked around for some shade. Jean jumped up and down and pointed excitedly at the large wooden structure ahead of them. 

“Jean, I don’t want to go in there. I hate Fun Houses.”

“This one’s cool, Wilm. Totally! Outstanding mirrors.”

The sun shimmered on the Rye Playland sidewalks. Sweat beaded on Willamette’s forehead. “Some old pervert’s always trying to grab at you in there.”  

skate ramp

Photo by Harm Jakob Tolsma on Pexels.com

Jean nodded and then laughed. “Maybe some cute young guys too. Ever think of that? Come on!” 

“I don’t want to be groped by anybody, Jean!”

“No, me either. But, you know we might meet some cute guys. What say, Wilm?” 

Willamette half-smiled in surrender. They sauntered over, trying to time their arrival to coincide with any nearby hunks. Sure enough, a couple cute guys were about to get in line behind them when two white trash hillbillies slid in first. 

Willamette rolled her eyes, knowing that some stupid skeleton would flash in front of her and make her scream and she told herself she wouldn’t but she always did anyway. She wondered why she had let Jean talk her into this.

This time was no different. She screamed when the skeleton jumped out,  just as she knew she would. She cursed at herself for it. Then, she nearly fell flat on her face when they stepped onto the stupid steel rollers. She was about to protest to Jean that she still hated these places. But Jean had disappeared.  Willamette could see the house of mirrors around the corner. At least, she thought, this part won’t be scary.  

Willamette looked in the first mirror. Her eyes Zombied. In the mirror in front of her stared a horrified old man with pasty white skin and unkempt dirty black hair.  What an illusion! She laughed. But the laugh that came out was an old man’s whisky-roughened laugh. Her eyes slowly gazed down at her hands.  

Her hands were gone.  

In their place were the gnarled fingers of an old man, white skin, blue veins, dirty fingernails.  

She screamed. 

And, then she screamed at the gravely sound of her own voice. 

—————————————-

Chapter Two: Mirror, Mere

BCAA0C2B-9EA0-4A13-92E0-3A4031D84334_1_105_c

“Come on, y’all’ll enjoy it.”

“Sounds stupid. Ain’t been in a ‘Scare Houses’ since I was twelve.”

“This here one’s great!” Jay-Bob snickered and winked at his buddy, Willard. “’Sides, you can cop a feel.”

Willard’s pale skinny finger fluttered toward the facade. “Looks like the same stupid grinnin’ clown and the same ugly witch as back in ‘Bama.’  What’s so special about this’n?”

“These New York dudes got themselves some whiskey cool mirrors.”

“One’s thang’s for danged sure. These here Ryeland tickets costs ’bout ten times our state fair for the same danged rides.”

“Come on, Willard, give it a go.”

“Fine.” Willard spied two teenage girls joining the line, and sidled in behind them. One had tight slacks but the other wore a loose cotton dress. Didn’t she know about that blast of air? Or, maybe she did. Liked, in fact, showing off her panties. Pink? Black? He wondered to himself.

The dark, the pop-ups, the rollers. Willard’s eyes adjusted slowly to the dark. The youngsters eyes adapted much faster and they immediately sped ahead out of groping range. What’s next? Stupid House of Mirrors. Willard turned the corner. Where the hell was Gene?

59146AB0-B3FE-4EBE-B528-DACBC40F6353

“Screw him,” he muttered aloud and wondered whether he’d be a beanpole or a midget.

 He looked in the mirror.

Willard didn’t want anyone else to hear his question so he used a stage whisper — though he had no idea what that term meant. 

“What the — !  Gene, how they do that?” 

But Gene had disappeared.

Willard blinked again at the cute, black teenage girl gaping at him in the

mirror; blinked; stared down to see skinny black hairless arms and the bluely

sparkled fingernails; screamed in that high girly voice; watched the ample

heaving breasts.

Then he screamed even louder at the sound of his thin soprano voice. 

————————————————-

Chapter Three: Mirror, Mirror

IMG_7590

“So, how’d we do, Gene?”

“Mmmm. The conditions were there, but no insight. No change. No enlightenment. Frankly, I think we’re in trouble, Will.”

“Drat.”

“Maybe the thing with human beings is…. I don’t know. If they’re too freaked out, they can’t reflect on their own prejudices. In fact, I don’t think they can reflect on anything. They just become scared bunnies.”

“But if they are too comfortable, they never change. They just sit and — whoa!  — Gene? What was that kind of trumpet blast sort of noise?”

“What do you think? We’re being called into judgment.”

“Already? Where? Over there? It’s so damned bright!”

“God is light. No surprise there. Hey, we gave it our all.”

“Small comfort, Gene, when we both fry to embers. I can’t see a thing.” 

“It’s too bright. There are brilliant lights omnipresently. All places seem to be light, bathed in light, reflecting light. I can’t see where I’m going.”

“All paths lead to the one path.”

“What? Oh, great, we’re about to be fried and you’re waxing philosophical. Not to mention Zen. Wrong religion. What is it about you people?”

“We what people? Black people? Is that what you mean? People of color?”

“Christ, Will, how many millennia have you known me? No, of course I don’t mean because you’re black! I mean, ‘you people’ as in you intuitive types. You have to learn to think things through logically.”

“Excuse me, Gene, but you have to learn to listen to your intuitions! God IS ZEN.” 

“COME HITHER!” trumpeted God.

6D58577A-D98C-4100-8325-EA90BE444CE0_1_201_a

———————————

Chapter Four: Mere, Mere

59F746D3-44C7-4058-AB5B-69DF3980C697_1_105_c

“What the hell are you doing here?”

“What the hell are you doing here?”

“You’re the real black.”

“You’re the real whitey.”

“You’re just a youngster.”

“You’re old.”

“You’re a thievin’ female wench. Give me my body back!”

“You pervert dirty old man! Your body disgusts me!”

“You stole my body!”

“Man! What?! Why on God’s green earth would I covet this ancient body? Why? I had my whole life ahead of me. I hate crappy wrinkled fingers — fatty yucky sides!” 

man hands waiting senior

Photo by Pixabay on Pexels.com

“Yeah, well I miss my –.  Never mind. I liked bein’ a man.”

monochrome photo of woman smiling

Photo by Avonne Stalling on Pexels.com

They sat on very separate stumps in an unending forest of stumps. Overhead, the sky shone pale blue. No crows cawed in the distance. No planes vapor-trailed. No faraway cars hummed along the Interstate. They stared into the infinite horizon of flat waveless ocean. They sat silent for a long, long time.

Finally, s/he spoke. “Does it really matter? I mean, here, does it matter?”

“Maybe it don’t. You might have a point.”

They sat for a moment looking out silently at the endless sea.

“Did it ever really matter? Really?”

“Dunno. But we need water. Fer sher. Not sea water. Fresh water.”

FDC90856-D493-4828-80DE-853D923627CF_1_105_c

“Check. I’ll search that-away. Yell if you find anything. Deal?”

“Deal.”

Willamette and Willard took ten steps apart; turned back simultaneously, stared, shook their heads in unison and laughed. It can’t be truly said that it was a hearty laugh, or even a pure laugh, but it was a laugh. It was a beginning. 

How to find water? If water reflects sky, might not sky reflect water to those with open eyes and open hearts …when human survival depends upon it?

One may hope. One may hope. 

7551D277-6606-4C1B-9E06-5E4E44C81A64

—————————

Essays on America: Labelism

Pattern for Collaboration: Find and Utilize Diversity

America

Author Page on Amazon

Meta-Cognition

08 Saturday Dec 2018

Posted by petersironwood in management, psychology

≈ 2 Comments

Tags

bias, cognition, Feedback, Halo Effect, politics, Primacy Effect, psychology, science, sports, truth

Meta-Cognition

“Cognition” refers to thinking activities such as problem solving, learning, decision making, and imagining. “Meta-Cognition” refers to thinking about thinking. The science of psychology, over the last 150 years, has learned a lot about human thinking. If you are reading this blog post, the chances are pretty good that you are a human being. Although there are important individual differences in how people solve problems, learn, make decisions, and use their imaginations, there are also huge similarities. To the extent that you understand your own thinking, you can use that knowledge to do a better job of problem solving, learning, decision making and using your imagination. 

woman working girl sitting

Photo by Alexander Dummer on Pexels.com

Here are a few examples that you may already be aware of. I really like chocolate. And I really like almonds. Chocolate-covered almonds are one of my very favorite foods. I know this about myself. I also know that I am easily distracted. I’m not the sort of person who begins to write a blog post, thinks about chocolate almonds and then stops writing to rush out to the store and buy a package. In fact, there is almost no activity that I can be engaged in which I would interrupt in order to go buy chocolate almonds no matter how much I craved them. On the other hand, if there were a bowl of chocolate almonds right beside me, in easy reach, I would definitely reach over and grab some whenever I paused in my writing. So, how do I use the knowledge about my own behavior to control my own behavior? 

person holding chocolates and white ceramic mug

Photo by rawpixel.com on Pexels.com

I don’t often buy chocolate almonds. It’s very easy to simply not go to the part of the grocery store where these little devils hang out. If I walk by, I know that they will start singing to me like the Lorelei of legend: “Come get me! I am so tasty. Get me now. Please. I want to go home with you.” But I can’t really hear them that well beyond about five feet. Probably this is because they have a very rudimentary vocal apparatus. 

I do buy them perhaps once a month and when I do buy them I put them in a closed drawer so they are mainly out of earshot. Then, I will have a few and get back to work. I may not have them for days at a time. If, however, I put them in a bowl right beside my computer, I am fairly certain that I would eat the whole box the first day; indeed, quite possibly in the first hour. 

This is an example of using what I know about how I think about things to think about arranging the environment to my own long-term benefit. 

Another example, which I may describe in more detail later, is the so-called “Primacy Effect.” This is known in popular terms as the power of “First Impressions.” If your first experience with something — whether it’s dogs, cats, Chinese food, or computer programming — is negative, it will be difficult to overcome that later. This is not only true of emotional reactions. It’s also true about what you recall about something. 

Suppose that you meet someone named Joseph Josephson at a party and John has a beard and long black hair. Perhaps you talk to Joseph for ten minutes. You meet Joseph a few months later at a tennis match and now he is clean shaven and has short hair. You play tennis with him for an hour. A few months later, someone happens to ask you if you know Joseph Josephson. Chances are, an image will pop into your head of Joseph with long black hair and a beard. Of course, sales people, politicians and wise people applying for jobs make use of this and want to make a “good first impression.” Since you now know that first impressions are particularly important, you can use this knowledge about how people think to make sure that first impression is a good one. 

agreement beard brainstorming business

Photo by rawpixel.com on Pexels.com

You can also use that knowledge to help modify your own thinking and decision making. Suppose someone comes to you for a job interview and the first thing they do when they walk in your office is trip over a chair and spill their papers on the floor. That’s unfortunate! It is quite natural to immediately conclude that they are unsuited for the job. At this point, you could remind yourself though that this is only a first impression and that you should not let it color your judgement about whether they are the best candidate for the job. You probably won’t be entirely successful in not letting it cloud your judgement, but you will be somewhat successful. 

As I explain in The Winning Weekend Warrior, you can also use the “Primacy Effect” in sports. For example, if you are serving in tennis doubles, if you mainly want to hit a flat serve and stay back after serving, you might serve a kick-serve and follow it to the net a few times at the beginning. Even if you never do this again, your opponents will continue to be “looking for” that kick serve and may prepare their return on that basis. 

girl in white and orange stripe tank top holding black tennis racket

Photo by Public Domain Pictures on Pexels.com

When it comes to evaluating candidates for jobs, you must also be wary of the “Halo Effect.” If you find out something good about a candidate, it will tend to cloud your judgement about other aspects of their qualifications, even if that “good thing” is likely irrelevant to the job. A physically attractive candidate will tend to be judged as more qualified overall even if the job has nothing to do with physical attractiveness. But now that you know this about human judgements (and therefore also your judgements), you can take steps to minimize the “Halo Effect.” It may help, for instance, if you specifically judge candidates on several dimensions of background or experience. The more “objective” you can make the criteria, the less susceptible the judgments are to the “Halo Effect.” So, if the candidate is very attractive, for example, if you simply say whether they are suitable for the job, there will be a relatively large impact of their attractiveness. On the other hand, if you are asked to separately rate the candidate on Work Experience, Educational Background, Appearance, and Relevant Skills, the Halo Effect from their physical appearance will tend to be mainly (but not wholly) focused on the “Appearance” factor. If you answer even more specific and objective questions such as: “Does the candidate have an advanced degree?” or “Does the candidate have more than two years programming in C?” the “Halo Effect” is further minimized. 

two men holding pen and calendar sitting beside table

Photo by rawpixel.com on Pexels.com

One of the most common ways that people use meta-cognition is simply to write things down. You and I both know that we have a tendency to forget. Most of us, therefore have paper or electronic calendars. We don’t typically rely on our own memory to keep track of a complex schedule of appointments. Why? Presumably, we do this because we know that we are likely to forget an appointment if we rely on our brains. Most of us do not bother to put our own birthday on the calendar because we realize that we are quite aware of it and not likely to forget. People who celebrate Christmas often do not bother to put that date on the calendar either. We know that it would be rather hard to forget! Similarly, many people who go grocery shopping and buy milk, eggs, and bread every week do not bother to put it on the list. If your aunt Mary is coming to visit and she requires soy milk, you probably will put that on your shopping list. You realize (through meta-cognition) that this is an item you are likely to forget. 

food healthy vegetables potatoes

Photo by Stokpic on Pexels.com

These are just a few examples. Findings about human cognition abound. You can use these findings to do a better job in your own thinking; you can use those same findings to help you in competitive situations in predicting what others will do. If you are interested in more such findings about psychology, you might find these fascinating and well-written books of interest.

Thinking Fast & Slow, by Daniel Kahneman

Predictably Irrational by Dan Ariely  

———————-

Holiday Gift Ideas: 

For busy professionals who wish to live a long and healthy life: Fit in Bits shows many ways to work exercise into otherwise sedentary activities. 

For amateur athletes who would like to win more, The Winning Weekend Warrior focuses on strategy, tactics, and the mental game for all sports including tennis, golf, softball, etc. 

For Sci-Fi fans, Turing’s Nightmares presents 23 short stories that explore the practical and ethical implications of Artificial Intelligence. 

For those interested in what it was like to grow up in mid-America in the 1950’s, Tales from an American Childhood recounts early memories and then relates them to contemporary events and issues. 

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