List of All Cognitive Biases
Every cognitive bias covered on this site, in one alphabetical list. Each entry gives you the one-line version; the link opens the full explainer with examples, the research behind it, and what to do about it.
190 biases of 190 match
A
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Abilene Paradox
A group collectively decides on a course of action that is counter to the preferences of all individuals in the group.
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Absent-Mindedness
We fail to remember information due to lack of attention during encoding or retrieval.
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Action Bias
We prefer to "do something" rather than nothing, even when inaction would be the statistically better choice (common in investing and sports).
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Actor-Observer Bias
We attribute our own actions to situational factors while attributing others' actions to their character.
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Affect Heuristic
We rely on our current emotions ("gut feelings") to make quick decisions, judging risks/benefits based on how we feel.
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Ambiguity Bias
We avoid options where the probability of outcomes is unknown, preferring known probabilities even if less favorable.
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Ambiguity Effect
We avoid options where the probability of a favorable outcome is unknown, preferring options with known probabilities.
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Anchoring
We rely too heavily on the first piece of information we encounter (the "anchor") when making decisions.
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Anecdotal Fallacy
We give more weight to personal stories and anecdotes than to statistical evidence.
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Anthropomorphism
We attribute human characteristics, emotions, or intentions to non-human entities.
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Appeal to Novelty
We assume that something new is automatically better than something old.
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Appeal to Probability Fallacy
We assume that because something is possible, it is therefore inevitable or likely.
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Argument from Fallacy
We assume that if an argument contains a logical fallacy, its conclusion must be false.
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Attentional Bias
We pay more attention to certain things while ignoring others, often based on our current emotional state or concerns.
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Authority Bias
We attribute greater accuracy and weight to the opinions of authority figures.
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Automation Bias
We favor suggestions from automated systems over contradictory information from non-automated sources.
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Availability Heuristic
We overestimate the likelihood of events that come easily to mind, often due to recent exposure or emotional impact.
B
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Backfire Effect
When confronted with evidence against our beliefs, we sometimes strengthen those beliefs instead of changing them.
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Bandwagon Effect
We adopt beliefs or behaviors because many others do so.
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Base Rate Fallacy
We ignore general statistical information (base rates) in favor of specific information about an individual case.
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Belief Revision
We inadequately update our beliefs when presented with new evidence, either over- or under-revising.
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Bias Blind Spot
We recognize cognitive biases in others but fail to see them in ourselves.
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Bizarreness Effect
We remember bizarre or unusual material better than common material.
C
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Cheerleader Effect
We perceive individuals as more attractive when they are in a group than when alone.
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Chesterton's Fence
We should understand why something exists before removing it, as it may serve a purpose we're unaware of.
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Choice-Supportive Bias
We remember our choices as better than they actually were.
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Clustering Illusion
We see patterns in random events or data where none actually exist.
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Confabulation
We unconsciously create false memories or explanations to fill gaps in our memory without intending to deceive.
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Confirmation Bias
We search for, interpret, and recall information in a way that confirms our preexisting beliefs.
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Congruence Bias
We test hypotheses exclusively through direct testing, neglecting to test alternative hypotheses.
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Conjunction Fallacy
We judge the conjunction of two events as more probable than one of the events alone.
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Conservatism Bias
We insufficiently revise our beliefs when presented with new evidence.
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Context Effect
Our perception of stimuli is influenced by the surrounding context or environment.
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Continued Influence Effect
Misinformation continues to influence our thinking even after it has been corrected.
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Contrast Effect
We perceive things differently depending on what we've recently been exposed to for comparison.
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Courtesy Bias
We tend to give opinions that are socially acceptable to avoid offending others, rather than stating our true beliefs (often skews survey data).
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Cross-Race Effect
We have difficulty recognizing faces of people from races other than our own.
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Cryptomnesia
We mistakenly believe a memory is a new, original idea, forgetting that we learned it from someone else.
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Cue-Dependent Forgetting
We fail to recall information without memory cues that were present when the memory was encoded.
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Curse of Knowledge
Once we know something, we find it hard to imagine what it's like not to know it.
D
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Declinism
We believe that society or institutions are in decline and that the past was better.
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Decoy Effect
Our preference between two options changes when a third, asymmetrically dominated option is introduced.
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Defensive Attribution Hypothesis
We attribute more blame to a harm-doer as the severity of the outcome increases, to protect our belief in a controllable world.
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Delmore Effect
We are more likely to set goals in areas where we are already competent rather than where we need improvement.
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Denomination Effect
We are less likely to spend large bills than their equivalent value in smaller denominations.
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Disposition Effect
We sell assets that have increased in value while holding assets that have decreased in value.
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Distinction Bias
We view two options as more different when evaluating them simultaneously than when evaluating them separately.
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Doubling-back Aversion
We tend to avoid returning to a previous location or state, even when retracing our steps is the most efficient path.
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Dunning-Kruger Effect
People with low ability overestimate their competence, while those with high ability underestimate theirs.
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Duration Neglect
We judge experiences based on their peak intensity and end, ignoring their duration.
E
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Effort Justification
We value outcomes more highly when we've had to put significant effort into achieving them.
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Egocentric Bias
We rely too heavily on our own perspective and overestimate our role in events.
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Empathy Gap
We underestimate the influence of emotional states on our own and others' behavior and decisions.
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Endowment Effect
We value things we own more highly than things we don't, simply because we own them.
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Escalation of Commitment
We increase commitment to a decision despite evidence that it was wrong, especially when responsible for it.
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Essentialism
We believe that certain categories have an underlying essence that determines their characteristics.
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Expectation Bias
We see what we expect to see in data or observations.
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Experimenter's Bias
Experimenters' expectations unconsciously influence the outcome of their research.
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Extrinsic Incentive Error
We believe others are more motivated by external rewards than intrinsic satisfaction, while seeing ourselves as the opposite.
F
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Fading Affect Bias
The emotion associated with negative memories fades faster than the emotion associated with positive memories.
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False Consensus Effect
We overestimate the extent to which others share our beliefs, values, and behaviors.
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False Memory
We remember events that never actually occurred, or remember them very differently from how they happened.
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Focusing Effect
We place too much importance on one aspect of an event, causing errors in predicting future outcomes.
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Forer Effect (Barnum Effect)
We believe vague, general personality descriptions are highly accurate and specifically tailored to us.
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Framing Effect
We draw different conclusions from the same information depending on how it's presented.
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Frequency Illusion (Baader-Meinhof Phenomenon)
Once we notice something for the first time, we tend to notice it more often, leading us to believe it's suddenly everywhere.
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Functional Fixedness
We see objects only in terms of their traditional uses, limiting creative problem-solving.
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Fundamental Attribution Error
We overemphasize personal characteristics and underemphasize situational factors when explaining others' behavior.
G
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Gambler's Fallacy
We believe that past random events affect the probability of future random events.
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Generation Effect
We remember information better when we generated it ourselves than when we simply read it.
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Google Effect (Digital Amnesia)
We are less likely to remember information that can be easily accessed online.
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Group Attribution Error
We assume that an individual's characteristics reflect the group they belong to, or that group decisions reflect all members' preferences.
H
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Halo Effect
We let one positive trait influence our overall impression of a person or thing.
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Hard-Easy Effect
We are overconfident on easy tasks and underconfident on difficult tasks.
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Hick’s Law
The time it takes to make a decision increases logarithmically with the number and complexity of choices (critical in UX design).
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Hindsight Bias
After learning an outcome, we believe we would have predicted it all along ("I knew it all along").
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Hot-Hand Fallacy
We believe that a person who has experienced success has a greater chance of further success ("on a streak").
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Humor Effect
We remember humorous information better than non-humorous information.
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Hyperbolic Discounting
We prefer smaller, immediate rewards over larger, later rewards, with preferences changing over time.
I
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Identifiable Victim Effect
We respond more strongly to a single, identifiable person in need than to a large, anonymous group.
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IKEA Effect
We place disproportionately high value on products we partially created ourselves.
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Illusion of Asymmetric Insight
We believe we know others better than they know us, and that we know ourselves better than others know themselves.
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Illusion of Control
We overestimate our ability to control events, especially random outcomes.
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Illusion of External Agency
We believe that good or bad outcomes are caused by external agents rather than chance.
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Illusion of Transparency
We overestimate the degree to which our internal states are known by others.
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Illusion of Validity
We overestimate our ability to interpret and predict outcomes based on data, especially when information is consistent.
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Illusory Correlation
We perceive a relationship between variables when no such relationship exists.
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Illusory Superiority
We overestimate our own qualities and abilities relative to others (also called "Lake Wobegon effect").
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Illusory Truth Effect
We tend to believe information is true after repeated exposure, regardless of its actual validity.
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Impact Bias
We overestimate the length and intensity of future emotional reactions to events.
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Implicit Associations
We automatically associate concepts in memory, influencing judgments and behavior without conscious awareness.
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Implicit Stereotypes
We unconsciously attribute certain qualities to members of social groups without awareness.
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In-Group Bias
We favor members of our own group over those in other groups.
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Information Bias
We seek information even when it cannot affect our decision or action.
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Insensitivity to Sample Size
We fail to appreciate that small samples are less reliable than large samples.
J
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Just-World Hypothesis
We believe the world is fair and people get what they deserve, leading us to blame victims.
L
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Law of the Instrument
We over-rely on a familiar tool or approach ("If you have a hammer, everything looks like a nail").
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Law of Triviality (Bike-Shedding Effect)
We give disproportionate weight to trivial issues while neglecting more important but complex ones.
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Less-is-Better Effect
We prefer a smaller, more complete option over a larger, less complete option when judged separately (but not together).
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Leveling and Sharpening
When retelling events, we simplify (level) some details while emphasizing (sharpening) others.
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Levels of Processing Effect
We remember information that has been processed at a deeper, more meaningful level better than shallowly processed information.
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List-Length Effect
The longer a list, the smaller the proportion of items we recall from it.
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Loss Aversion
We feel the pain of losing something more strongly than the pleasure of gaining something of equal value.
M
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Magic Number 7±2
We can only hold about 7 (plus or minus 2) items in short-term memory at once.
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Masked Man Fallacy
We assume that if we know something under one description, we should know it under all descriptions.
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Memory Inhibition
Some memories actively interfere with or suppress the retrieval of other memories.
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Mental Accounting
We treat money differently depending on where it comes from, where it's kept, or how it's spent.
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Mere Exposure Effect
We develop a preference for things simply because we are familiar with them.
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Misattribution of Memory
We attribute a memory to the wrong source or context, confusing fantasy with reality or one event with another.
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Misinformation Effect
Our memory of an event becomes less accurate when we are exposed to misleading information after the event.
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Modality Effect
We remember the final items of a list better when presented auditorily versus visually.
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Money Illusion
We think of currency in nominal rather than real (inflation-adjusted) terms.
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Mood-Congruent Memory Bias
We recall memories that match our current emotional state more easily.
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Moral Credential Effect
We feel licensed to behave unethically after doing something good, as if we've earned moral credits.
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Moral Luck
We judge people's moral responsibility based on outcomes that were outside their control.
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Murphy's Law
We expect that if something can go wrong, it will go wrong.
N
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Naïve Cynicism
We expect others to be more self-interested than they actually are.
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Naïve Realism
We believe we see the world objectively and that people who disagree must be uninformed, irrational, or biased.
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Negativity Bias
We give more psychological weight to negative experiences than positive ones of equal intensity.
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Neglect of Probability
We disregard probability when making decisions under uncertainty, often focusing on outcomes instead.
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Next-in-Line Effect
We have reduced recall for events just before our turn to perform, due to anxiety or preparation focus.
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Normalcy Bias
We underestimate the possibility and impact of disasters, believing things will always function normally.
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Not Invented Here
We avoid using or buying products, ideas, or knowledge from external sources.
O
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Observer Effect
The act of observing something changes the thing being observed.
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Observer-Expectancy Effect
A researcher's expectations can influence the participants' behavior in a study.
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Occam's Razor
We prefer simpler explanations over more complex ones when both equally explain the data.
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Omission Bias
We judge harmful actions as worse than equally harmful inactions (omissions).
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Optimism Bias
We believe we are less likely to experience negative events and more likely to experience positive events than others.
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Ostrich Effect
We avoid negative information by "burying our heads in the sand."
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Out-Group Homogeneity Bias
We perceive members of other groups as more similar to each other than members of our own group.
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Outcome Bias
We judge a decision based on its outcome rather than on the quality of the decision at the time it was made.
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Overconfidence Effect
We have excessive confidence in our own answers, judgments, and abilities relative to our actual accuracy.
P
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Pareidolia
We perceive meaningful images or patterns (like faces) in random or ambiguous stimuli.
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Part-List Cueing Effect
Being shown some items from a list as cues can impair recall of the remaining items.
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Peak-End Rule
We judge experiences based on how we felt at their most intense point and at the end, rather than the total experience.
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Pessimism Bias
We overestimate the likelihood of negative outcomes.
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Picture Superiority Effect
We remember pictures better than words.
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Placebo Effect
We experience real changes in symptoms or conditions because we believe a treatment will work.
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Planning Fallacy
We underestimate the time, costs, and risks of future actions while overestimating their benefits.
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Positivity Effect
Older adults tend to favor positive over negative information in their memories and attention.
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Prejudice
We hold preconceived opinions about individuals based on their membership in a particular group.
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Primacy Effect
We remember the first items presented in a list better than those in the middle.
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Pro-Innovation Bias
We overvalue an innovation's usefulness while undervaluing its limitations.
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Processing Difficulty Effect
We remember information better when it requires more effort to process (also called "desirable difficulty").
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Projection Bias
We assume our current preferences, thoughts, and values will remain the same in the future.
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Pseudocertainty Effect
We make risk-averse choices when outcomes are framed as gains but risk-seeking choices to avoid sure losses.
R
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Reactance
When we feel our freedom is threatened, we react by wanting the opposite of what we're being pushed to do.
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Reactive Devaluation
We devalue proposals or ideas simply because they originate from an adversary or perceived opponent.
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Recency Effect
We remember the most recently presented items in a list best.
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Recency Illusion
We believe that something we recently noticed is a recent phenomenon, even if it has existed for a long time.
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Restraint Bias
We overestimate our ability to resist temptation and control impulsive behavior.
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Rhyme as Reason Effect
We perceive statements that rhyme as more truthful and accurate than non-rhyming statements.
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Risk Compensation (Peltzman Effect)
We take more risks when we feel protected by safety measures, offsetting the benefits of those measures.
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Rosy Retrospection
We remember past events more positively than we experienced them at the time.
S
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Selective Perception
We filter what we see and hear based on our expectations and beliefs.
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Self-Consistency Bias
We incorrectly remember our past attitudes and behaviors as similar to our current ones.
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Self-Relevance Effect
We remember information better when it relates to ourselves.
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Self-Serving Bias
We attribute successes to our own abilities and efforts, but attribute failures to external factors.
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Semmelweis Reflex
We reflexively reject new evidence that contradicts established norms or beliefs.
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Serial Position Effect
We remember items at the beginning and end of a list better than those in the middle.
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Serial Recall Effect
We remember items in a sequence better when they are recalled in the order they were presented.
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Sexual Overperception Bias
We (particularly men) tend to overestimate the sexual interest or flirtation of others based on neutral cues.
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Social Comparison Bias
We favor potential candidates who don't compete with our own strengths when making hiring or selection decisions.
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Social Desirability Bias
We present ourselves in a favorable light by over-reporting good behavior and under-reporting bad behavior.
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Source Confusion (Source Monitoring Error)
We misattribute the source of a memory, confusing where, when, or how we learned something.
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Spacing Effect
We learn and remember information better when study sessions are spaced out over time rather than massed together.
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Spotlight Effect
We overestimate how much others notice our appearance or behavior.
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Status Quo Bias
We prefer the current state of affairs and resist change, even when change would be beneficial.
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Stereotyping
We assume that individuals possess certain characteristics based on their membership in a group.
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Subadditivity Effect
We judge the probability of the whole as less than the sum of probabilities of its parts.
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Subjective Validation
We perceive two unrelated events as connected because of our belief, expectation, or hypothesis that they should be.
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Suffix Effect
Adding an item to the end of a list reduces recall of earlier items, especially in auditory memory.
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Suggestibility
Our memories can be influenced and altered by suggestions from others, especially authority figures.
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Sunk Cost Fallacy
We continue investing in something because of previously invested resources (time, money, effort), regardless of future value.
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Survivorship Bias
We focus on successful examples while overlooking failures, leading to false conclusions.
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System Justification
We defend and justify the existing social, economic, and political systems, even at personal cost.
T
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Telescoping Effect
We displace recent events backward in time and remote events forward in time when recalling.
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Testing Effect
We remember information better when we actively retrieve it through testing rather than simply restudying it.
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Third-Person Effect
We believe that mass media messages have a greater effect on others than on ourselves.
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Time-Saving Bias
We misestimate the time saved when increasing speed, overestimating savings at low speeds and underestimating at high speeds.
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Tip of the Tongue Phenomenon
We experience a feeling of knowing something while being temporarily unable to retrieve it from memory.
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Trait Ascription Bias
We view ourselves as more variable in personality across situations while viewing others as more predictable.
U
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Ultimate Attribution Error
We attribute negative behaviors of outgroup members to their character while attributing their positive behaviors to external circumstances.
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Unit Bias
We tend to consume a standard unit (one serving, one plate) regardless of the actual amount.
V
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Von Restorff Effect
An item that stands out (is distinctive) from its surroundings is more likely to be remembered.
W
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Weber–Fechner Law
We perceive changes in stimuli proportionally to their initial magnitude (a small change in a large stimulus is less noticeable).
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Well-Traveled Road Effect
We underestimate the time taken to travel frequently used routes and overestimate time for unfamiliar routes.
Z
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Zeigarnik Effect
We remember uncompleted or interrupted tasks better than completed ones.
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Zero-Risk Bias
We prefer to completely eliminate a small risk rather than significantly reduce a larger risk.
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Zero-Sum Bias
We mistakenly believe situations are zero-sum (one person's gain must be another's loss) when they are not.
No bias matches that search.
The four problems every bias solves
Biases are not a random pile of mistakes. Each one is a shortcut the brain takes to handle one of four problems: too much information, not enough meaning, the need to act fast, and deciding what is worth remembering.
Too much information
40 biases- We notice things already primed in memory or repeated often 11 biases
- Bizarre, funny, visually-striking, or anthropomorphic things stick out more 6 biases
- We notice when something has changed 8 biases
- We are drawn to details that confirm our existing beliefs 12 biases
- We notice flaws in others more easily than flaws in ourselves 3 biases
Not enough meaning
64 biases- We find stories and patterns even in sparse data 13 biases
- We fill in characteristics from stereotypes, generalities, and prior histories 12 biases
- We imagine things and people we're familiar with or fond of as better 9 biases
- We simplify probabilities and numbers to make them easier to think about 9 biases
- We think we know what other people are thinking 7 biases
- We project our current mindset and assumptions onto the past and future 14 biases
Need to act fast
46 biases- To act, we must be confident we can make an impact and feel what we do is important 20 biases
- To stay focused, we favor the immediate, relatable thing in front of us 4 biases
- To get things done, we tend to complete things we've invested time and energy in 13 biases
- To avoid mistakes, we aim to preserve autonomy and group status, and avoid irreversible decisions 9 biases
What should we remember?
40 biases- We store memories differently based on how they were experienced 7 biases
- We reduce events and lists to their key elements 13 biases
- We discard specifics to form generalities 4 biases
- We edit and reinforce some memories after the fact 6 biases
- We favor simple-looking options and complete information over complex, ambiguous options 10 biases
Reading the list is the easy part
Recognising a bias in yourself, while you are in the middle of it, takes practice. The free 21-day course walks through all of them, one short lesson a day.