Cognitive Biases

CogBias

A practical cognitive-bias site with clear definitions, learning paths, assessments, self-audits, and debiasing tools.

Category

Estimation

Biases here distort numerical judgment, probability, calibration, and first-pass estimation.

40 biases

Biases in this category

Use these side by side before deciding which label best fits the judgment failure you are seeing.

Anchoring effect

The tendency for the first salient number, frame, or option to pull later estimates toward itself even when it is arbitrary or weakly relevant.

EstimationBaselineForecasting & planningPersonal decisions

Attribute substitution

When a judgment has to be made (of a target attribute) that is computationally complex, and instead a more easily calculated heuristic attribute is substituted. This substitution is thought of as taking place in the automatic intuitive judgment system, rather than the more self-aware reflective system

EstimationAssociation

Availability heuristic

The tendency to judge frequency, risk, or importance by how easily examples come to mind.

EstimationAssociationMedia & politicsPersonal decisions

Base-rate neglect

The tendency to underweight general prevalence information when vivid case-specific details are available.

EstimationBaselineResearch & evidenceForecasting & planning

Conjunction fallacy

The tendency to assume that specific conditions are more probable than a more general version of those same conditions

EstimationAssociation

Conservatism bias

The tendency to insufficiently revise one's belief when presented with new evidence

EstimationInertia

Conservatism or regressive bias

Tendency to remember high values and high likelihoods/probabilities/frequencies as lower than they actually were and low ones as higher than they actually were. Based on the evidence, memories are not extreme enough

EstimationBaseline

Curse of knowledge

The tendency for informed people to underestimate how hard it is for less-informed people to follow, predict, or reconstruct the same material.

EstimationSelf-PerspectiveLearning & expertiseTeams & management

Dunning-Kruger effect

The tendency for low skill or shallow understanding to produce overestimation of one's own competence, while higher-skill people may underestimate how unusual their competence really is.

EstimationBaselineLearning & expertiseTeams & management

Exaggerated expectation

The tendency to expect or predict more extreme outcomes than those outcomes that actually happen

EstimationOutcome

Extrinsic incentives bias

An exception to the fundamental attribution error, where people view others as having (situational) extrinsic motivations, while viewing themselves as having (dispositional) intrinsic motivations

EstimationSelf-Perspective

False consensus effect

The tendency to overestimate how many other people share one's own beliefs, preferences, habits, or reactions.

EstimationSelf-PerspectiveMedia & politicsTeams & management

Gambler's fallacy

The tendency to think that future probabilities are altered by past events, when in reality they are unchanged. The fallacy arises from an erroneous conceptualization of the law of large numbers . For example, "I've flipped heads with this coin five times consecutively, so the chance of tails coming out on the sixth flip is much greater than heads."

EstimationBaseline

Hard–easy effect

The tendency to overestimate one's ability to accomplish hard tasks, and underestimate one's ability to accomplish easy tasks

EstimationBaseline

Hedonic recall bias

The tendency for people who are satisfied with their wage to overestimate how much they earn, and conversely, for people who are unsatisfied with their wage to underestimate it

EstimationOutcome

Hot-cold empathy gap

The tendency to underestimate the influence of visceral drives on one's attitudes, preferences, and behaviors

EstimationAssociation

Hot-hand fallacy

The belief that a person who has experienced success with a random event has a greater chance of further success in additional attempts

EstimationBaseline

Illusion of transparency

The tendency for people to overestimate the degree to which their personal mental state is known by others, and to overestimate how well they understand others' personal mental states

EstimationSelf-Perspective

Illusion of validity

The tendency to overestimate the accuracy of one's judgments, especially when available information is consistent or inter-correlated

EstimationOutcome

Impact bias

The tendency to overestimate the length or the intensity of the impact of future feeling states

EstimationOutcome

Interoceptive bias

(As for example, in parole judges who are more lenient when fed and rested.)

EstimationBaseline

Naïve cynicism

Expecting more egocentric bias in others than in oneself

EstimationSelf-Perspective

Optimism bias

The tendency to overestimate favorable outcomes and underestimate the probability or impact of unfavorable ones, especially for oneself or one's own plans.

EstimationSelf-PerspectiveForecasting & planningPersonal decisions

Outcome bias

The tendency to judge the quality of a decision mainly by how things turned out rather than by the quality of the reasoning under the uncertainty that existed at the time.

EstimationOutcomePostmortems & learningTeams & management

Outgroup homogeneity bias

Where individuals see members of other groups as being relatively less varied than members of their own group

EstimationSelf-Perspective

Pessimism bias

The tendency to overestimate the likelihood that bad things will happen. (compare optimism bias )

EstimationSelf-Perspective

Planning fallacy

The tendency for people to underestimate the time it will take them to complete a given task

EstimationOutcome

Restraint bias

The tendency to overestimate one's ability to show restraint in the face of temptation

EstimationOutcome

Sexual overperception bias

The tendency to overestimate sexual interest of another person in oneself, and sexual underperception bias, the tendency to underestimate it

EstimationOutcome

Spotlight effect

The tendency to overestimate how much other people notice, remember, or care about one's appearance, mistakes, or behavior.

EstimationSelf-PerspectivePersonal decisionsConflict & dialogue

Subadditivity effect

The tendency to estimate that the likelihood of a remembered event is less than the sum of its (more than two) mutually exclusive components

EstimationHypothesis AssessmentAssociationBaseline

Systematic bias

Judgement that arises when targets of differentiating judgement become subject to effects of regression that are not equivalent

EstimationBaseline

Tachypsychia

When time perceived by the individual either lengthens, making events appear to slow down, or contracts

EstimationAssociation

Time-saving bias

A tendency to underestimate the time that could be saved (or lost) when increasing (or decreasing) from a relatively low speed, and to overestimate the time that could be saved (or lost) when increasing (or decreasing) from a relatively high speed

EstimationAssociation

Travis syndrome

Overestimating the significance of the present. It is related to chronological snobbery with possibly an appeal to novelty logical fallacy being part of the bias

EstimationAssociation

Unit bias

The standard suggested amount of consumption (e.g., food serving size) is perceived to be appropriate, and a person would consume it all even if it is too much for this particular person

EstimationBaseline

Weber–Fechner law

Difficulty in perceiving and comparing small differences in large quantities

EstimationBaseline

Worse-than-average effect

A tendency to believe ourselves to be worse than others at tasks which are difficult

EstimationSelf-Perspective