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Opinion reporting

The gap between what people truly think and what they say or report.

24 biases · 30 references on this page

Illustration for Halo effect

Halo effect

Opinion reporting

When we like one thing about a person or organization, that glow spreads to everything else about them. A single striking trait, good or bad, colors how we judge all their other qualities. We end up rating the whole package instead of each part on its own.

Everyday A job candidate who is tall, friendly, and well dressed gets rated as more intelligent and more capable, even though none of those things were actually tested.

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Illustration for Moral credential effect

Moral credential effect

Opinion reporting

Doing something good can quietly feel like earning permission to be a little less good later. A virtuous act becomes a credential we carry into the next choice, a license instead of a lesson. Psychologists call this moral licensing.

Everyday Someone who spent Saturday morning volunteering treats themselves to skipping the recycling all week, feeling they have already done their part.

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Illustration for Backfire effect

Backfire effect

Opinion reporting

This is the fear that correcting someone's false belief can make them dig in and believe it even harder. The correction threatens their identity, so they defend the belief instead of updating it. It is real in some cases but rarer than its reputation suggests.

Everyday You show a relative an article debunking a health myth they shared, and by the end of dinner they seem more attached to the myth than before.

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Illustration for End-of-history illusion

End-of-history illusion

Opinion reporting

At every age, people believe they have finished becoming themselves. We can see how much we changed over the past decade, yet we predict the next decade will change us hardly at all. The present always feels like the final draft.

Everyday A thirty-year-old laughs at the music and haircuts they loved at twenty, while confidently assuming their current tastes are permanent.

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Illustration for Omission bias

Omission bias

Opinion reporting

Harm caused by doing something feels worse to us than the same harm caused by doing nothing. An action that hurts gets judged harshly; an inaction that hurts just as much gets a pass. Standing still feels innocent even when it is not.

Everyday Parents who worry more about rare vaccine side effects than about the far larger risk of the disease itself are weighing action harms more heavily than inaction harms.

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Illustration for Bandwagon effect

Bandwagon effect

Opinion reporting

We tend to do and believe things partly because many other people do. The crowd is a shortcut: if everyone is heading one way, our brain treats that as evidence. Popularity starts to look like truth.

Everyday A restaurant with a line out the door gets a longer line, while the identical restaurant next door stays empty.

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Illustration for Courtesy bias

Courtesy bias

Opinion reporting

When asked for our opinion face to face, we often soften it to be polite. We say the meal was fine, the service was great, the program was helpful, because honesty feels rude. The answer serves the relationship instead of the truth.

Everyday A hairdresser asks if you like the cut, and you say it is great, then go home and fix it in the mirror.

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Illustration for Illusion of learning

Illusion of learning

Opinion reporting

Feeling familiar with material is not the same as knowing it. When information sits in front of us, understanding it feels easy, and we mistake that ease for having learned it. The gap only shows up when we have to produce the knowledge on our own.

Everyday A student rereads highlighted notes, feels ready, and then blanks on the exam, because recognizing material is far easier than recalling it.

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Illustration for Moral luck

Moral luck

Opinion reporting

We judge people by how things turned out, even when the outcome was decided by chance. Two people can make the exact same choice, and the one whose luck was worse gets blamed more. Outcomes tint our view of the decision itself.

Everyday Two drivers glance at the same text message; one arrives home, one hits a cyclist. Only one is called a monster, though their choices were identical.

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Illustration for Misinterpreted-effort hypothesis

Misinterpreted-effort hypothesis

Opinion reporting

When studying or practicing feels hard, we tend to read the difficulty as a sign we are learning badly. In fact the strain often means the opposite: effortful practice is usually the kind that sticks. We flee the very methods that work.

Everyday Flashcards that make you struggle to recall feel worse than smoothly rereading the chapter, so you go back to rereading, and remember less.

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Illustration for Social desirability bias

Social desirability bias

Opinion reporting

People shade their answers toward whatever looks good. We over-report the flattering things, virtues, healthy habits, and under-report the embarrassing ones, often without noticing we are doing it. Surveys measure who we want to be as much as who we are.

Everyday Far more people tell pollsters they floss daily and vote in every election than dental records and turnout data can account for.

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Illustration for Stereotyping

Stereotyping

Opinion reporting

We fill in what we do not know about a person using beliefs about their group. Instead of gathering information about the individual, we borrow a pre-made picture. It saves effort and costs accuracy.

Everyday Assuming the older colleague cannot handle new software, before anyone has watched them try.

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Illustration for Women are wonderful effect

Women are wonderful effect

Opinion reporting

On average, people attach more positive qualities to women than to men, rating women as warmer, kinder, and more moral. It sounds like a compliment, but it is still a group-level judgment standing in for the individual. And warmth ratings often travel alongside lower competence ratings in ways that quietly limit people.

Everyday Assuming the woman in the meeting will naturally handle the caring tasks and the note-taking, because women are 'just better at that'.

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Illustration for Anthropocentric thinking

Anthropocentric thinking

Opinion reporting

When we reason about other species, we start from the human case and extrapolate. Humans become the yardstick for what counts as real feeling, real intelligence, real suffering. Beings less like us get measured as less, when really they are just different.

Everyday Concluding a fish is fine because it does not scream or grimace, the signals a hurt human would give.

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Illustration for Anthropomorphism

Anthropomorphism

Opinion reporting

We readily see human thoughts, feelings, and intentions in animals, objects, and even the weather. Minds like ours are our favorite explanation, so we find them everywhere. Sometimes we are right, and sometimes we are projecting.

Everyday Being certain the dog looks 'guilty' about the trash, when research suggests that look is submission to an upset owner, not remorse.

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Illustration for Ben Franklin effect

Ben Franklin effect

Opinion reporting

Doing someone a favor makes us like them more, oddly enough more than receiving a favor does. Our minds justify the effort: I helped them, so I must like them. Franklin famously used it by borrowing a book from a rival.

Everyday Asking a standoffish neighbor to help carry a couch, and finding they are noticeably friendlier ever after.

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Illustration for Bias blind spot

Bias blind spot

Opinion reporting

We see bias clearly in other people and barely at all in ourselves. Everyone else reasons through distorting filters; our own view feels like plain sight. Even learning about biases does not automatically reveal our own.

Everyday Everyone in the office agrees the boss plays favorites, and every single person is sure they judge their own colleagues purely on merit.

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Illustration for Illusion of asymmetric insight

Illusion of asymmetric insight

Opinion reporting

We believe we understand other people better than they understand us. Their surface gives them away, while ours conceals hidden depths only we can see. Both sides of any divide feel this at once, which should be impossible.

Everyday Both partners in an argument thinking 'I see exactly what you are doing, but you have no idea what is going on with me'.

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Illustration for Illusory superiority

Illusory superiority

Opinion reporting

Most of us quietly believe we are better than average: kinder, fairer, better drivers, better judges of character. Since not everyone can be above average, many of us are wrong. The bias is strongest exactly where feedback is fuzziest.

Everyday Surveys where the large majority of drivers rate themselves above the median, a mathematical impossibility.

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Illustration for Impostor syndrome (also impostor phenomenon)

Impostor syndrome (also impostor phenomenon)

Opinion reporting

Some capable people carry a persistent feeling of being frauds, sure their achievements were flukes and exposure is coming. The evidence of their competence never quite gets believed. It is the strange mirror-image of overconfidence.

Everyday A new manager rereads their congratulations email wondering when everyone will realize the promotion was a mistake.

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Illustration for Naïve realism

Naïve realism

Opinion reporting

We each feel we see the world exactly as it is. From inside that feeling, anyone who disagrees must be uninformed, lazy, or biased, because the facts are right there. We mistake our interpretation for plain reality.

Everyday Fans of opposing teams watch the identical replay and each see conclusive proof that the referee robbed their side.

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Illustration for Third-person effect

Third-person effect

Opinion reporting

We believe media messages sway other people much more than they sway us. Advertising works on the masses; we personally see through it. Everyone thinking this at once is how everyone gets influenced while feeling immune.

Everyday Confidently explaining that ads do not work on you, while drinking the soda brand whose jingle you have known since childhood.

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Illustration for Trait ascription bias

Trait ascription bias

Opinion reporting

We see ourselves as flexible and shaped by circumstances, while other people seem to be fixed types. I was rude because I was exhausted; he was rude because he is rude. We grant ourselves a moving story and hand others a label.

Everyday Calling yourself 'not a morning person today' but calling your coworker 'a grumpy person'.

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Illustration for Zero-sum bias

Zero-sum bias

Opinion reporting

We instinctively treat situations as if one person's gain must be another's loss, even when the pie can grow. Competition is assumed; abundance has to be argued for. It is a scarcity reflex left over from a world of fixed resources.

Everyday Students assuming that if classmates earned high grades, fewer high grades remain for them, even under grading systems with no quota.

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References

  1. 1. Thorndike 1920, Journal of Applied Psychology Supervisors rating workers could not judge traits like intelligence and reliability independently; one overall impression colored every specific rating.
  2. 2. Monin and Miller 2001, Journal of Personality and Social Psychology Participants who first established credentials as non-prejudiced were later more willing to express prejudiced preferences.
  3. 3. Nyhan and Reifler 2010, Political Behavior In mock-news experiments, corrections often failed to reduce ideologically congenial misperceptions and in several cases strengthened them.
  4. 4. Wood and Porter 2019, Political Behavior Across thousands of participants and dozens of polarized issues, corrections generally moved beliefs toward the facts; backfire was rare.
  5. 5. Quoidbach, Gilbert, and Wilson 2013, Science Across more than 19,000 people aged 18 to 68, individuals reported substantial past change but predicted little future change in personality, values, and tastes.
  6. 6. Faunalytics (then Humane Research Council) 2014, Study of Current and Former Vegetarians and Vegans In a sample of 11,399 United States adults, about 84 percent of vegetarians and vegans had lapsed, and over half of the lapsed had abandoned the diet within a year.
  7. 7. Spranca, Minsk, and Baron 1991, Journal of Experimental Social Psychology Subjects repeatedly rated harmful omissions as less immoral than equally harmful actions, partly because omissions were not seen as causes of the outcome.
  8. 8. Sparkman and Walton 2017, Psychological Science Diners told that more and more people are limiting meat were roughly twice as likely to order a meatless lunch (34 percent versus 17 percent).
  9. 9. Kuran 1995, Private Truths, Public Lies, Harvard University Press Develops the theory of preference falsification: under social pressure people publicly misrepresent private preferences, concealing how much support for change exists until it suddenly cascades.
  10. 10. Jones 1963, International Social Science Journal Named the courtesy bias from Southeast Asian survey work: respondents give interviewers the polite, expected answer rather than their true opinion.
  11. 11. Koriat and Bjork 2005, Journal of Experimental Psychology: Learning, Memory, and Cognition Judgments of learning made while studying paired associates systematically overestimated later test performance, an illusion of competence rooted in the mismatch between study and test conditions.
  12. 12. Cushman 2008, Cognition Wrongness judgments track an agent's mental states, but blame and punishment judgments also track accidental outcomes and the agent's causal connection to harm.
  13. 13. Kirk-Johnson, Galla, and Fraundorf 2019, Cognitive Psychology Learners rated normatively effective study strategies as more effortful, misread that effort as poor learning, and consequently avoided the effective strategies.
  14. 14. Crowne and Marlowe 1960, Journal of Consulting Psychology Introduced the 33-item Marlowe-Crowne scale measuring the tendency to answer in socially approved ways, a foundational tool for detecting social desirability bias.
  15. 15. Haddad and Tanzman 2003, American Journal of Clinical Nutrition In a national United States survey (CSFII), many self-defined vegetarians' own dietary recalls contained red meat, poultry, or fish.
  16. 16. Rothgerber 2020, Appetite Framework of meat-related cognitive dissonance in which underreporting one's meat consumption serves as a strategy to reduce discomfort about eating animals.
  17. 17. Fiske, Cuddy, Glick, and Xu 2002, Journal of Personality and Social Psychology Group stereotypes vary along warmth and competence, with mixed combinations (warm but incompetent, competent but cold) evoking distinct emotions such as pity and envy.
  18. 18. Eagly and Mladinic 1994, European Review of Social Psychology Both men and women evaluated women more favorably than men overall, while competence judgments still disadvantaged women in male-typed domains.
  19. 19. Coley and Tanner 2012, CBE Life Sciences Education Anthropocentric, teleological, and essentialist intuitions persist in biology students and underlie common misconceptions about living things.
  20. 20. Epley, Waytz, and Cacioppo 2007, Psychological Review Three-factor theory: anthropomorphism increases with accessible human-centered knowledge, motivation to explain agents' behavior, and desire for social connection.
  21. 21. Bastian, Loughnan, Haslam, and Radke 2012, Personality and Social Psychology Bulletin Animals categorized as food are ascribed diminished minds, and meat eaters deny minds to food animals more when reminded of the link between meat and suffering.
  22. 22. Jecker and Landy 1969, Human Relations Contest winners asked to return their winnings as a personal favor to the experimenter rated him as more likable than those who were not asked.
  23. 23. Pronin, Lin, and Ross 2002, Personality and Social Psychology Bulletin People rated themselves as less biased than average peers and maintained that claim even after reading descriptions of how the biases operate.
  24. 24. Pronin, Kruger, Savitsky, and Ross 2001, Journal of Personality and Social Psychology Across six studies, friends, roommates, and opposing groups each believed they knew the other party better than the other party knew them.
  25. 25. Zell, Strickhouser, Sedikides, and Alicke 2020, Psychological Bulletin Meta-analysis of 291 samples and over 950,000 participants found a robust better-than-average effect, larger for personality traits and positive dimensions.
  26. 26. Clance and Imes 1978, Psychotherapy: Theory, Research and Practice Described the impostor phenomenon in high-achieving women who felt intellectually phony despite objective accomplishments.
  27. 27. Robinson, Keltner, Ward, and Ross 1995, Journal of Personality and Social Psychology Partisans on abortion and a racially charged case overestimated the gap between their side's construals and the other side's far more often than they underestimated it.
  28. 28. Davison 1983, Public Opinion Quarterly Introduced the third-person effect: people expect persuasive media to influence others more than themselves, and sometimes act on that expectation.
  29. 29. Kammer 1982, Psychological Reports Fifty-six students rated their own behavior as more variable across 20 traits, judging friends' behavior as more consistent than their own.
  30. 30. Meegan 2010, Frontiers in Psychology Students predicted lower grades for the next presenter after many high grades had already been given, perceiving competition despite no grade quota.