Confirmation Bias: A Ubiquitous Phenomenon in Many Guises
Review of General PsychologyPublished 1 June 1998
Raymond S. Nickerson
Citations7,107
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Abstract
Confirmation bias, as the term is typically used in the psychological literature, connotes the seeking or interpreting of evidence in ways that are partial to existing beliefs, expectations, or a hypothesis in hand. The author reviews evidence of such a bias in a variety of guises and gives examples of its operation in several practical contexts. Possible explanations are considered, and the question of its utility or disutility is discussed.
Keywords
PsychologySocial SciencesDecision Sciences
Physics Today<i>The Structure of Scientific Revolutions</i>
35,519 Citations1963Thomas Kühn, Richard Schlegel
Judgment under Uncertainty: Heuristics and Biases
23,088 Citations1975Amos Tversky, Daniel Kahneman
Macat Library eBooksA Theory of Cognitive Dissonance
18,338 Citations2017Léon Festinger, Alexander O’Connor
Psychological BulletinThe case for motivated reasoning.
8,180 Citations1990Ziva Kunda
It is proposed that motivation may affect reasoning through reliance on a biased set of cognitive processes--that is, strategies for accessing, constructing, and evaluating beliefs--that are considered most likely to yield the desired conclusion.
The Logic of Scientific Discovery
7,796 Citations2013
Cognitive Therapy and the Emotional Disorders
6,314 Citations1975Aaron T. Beck
Psychological ReviewOn the psychology of prediction.
6,171 Citations1973Daniel Kahneman, Amos Tversky
The Adapted mind : evolutionary psychology and the generation of culture
5,267 Citations1992Jerome H. Barkow, Leda Cosmides +1 more
Journal of Personality and Social PsychologyUnrealistic optimism about future life events.
4,826 Citations1980Neil D. Weinstein
The American Journal of PsychologyPersonality and Assessment
4,420 Citations1968Peter Madison, Walter Mischel
Journal of Personality and Social PsychologyBiased assimilation and attitude polarization: The effects of prior theories on subsequently considered evidence.
4,369 Citations1979Charles G. Lord, Lee Ross +1 more
Falsification and the Methodology of Scientific Research Programmes
3,904 Citations1976Imre Lakatos
CognitionThe logic of social exchange: Has natural selection shaped how humans reason? Studies with the Wason selection task
2,475 Citations1989Leda Cosmides
The hypothesis that the human mind includes cognitive processes specialized for reasoning about social exchange predicts the content effects found in these experiments, and parsimoniously explains those that have already been reported in the literature.
Cognitive Adaptations for Social Exchange
2,416 Citations1992Leda Cosmides, John Tooby
It is argued that humans have a faculty of social cognition, consisting of a rich collection of dedicated, functionally specialized, interrelated modules organized to collectively guide thought and behavior with respect to the evolutionarily recurrent adaptive problems posed by the social world.
Quarterly Journal of Experimental PsychologyOn the Failure to Eliminate Hypotheses in a Conceptual Task
2,087 Citations1960P. C. Wason
The results showed that those subjects, who reached two or more incorrect conclusions, were unable, or unwilling to test their hypotheses, and the implications are discussed in relation to scientific thinking.
ScienceOn Being Sane in Insane Places
2,085 Citations1973David Rosenhan
Two matters seem to have some promise, one of which concerns the proliferation of community mental health facilities, and the need to increase the sensitivity of mental health workers and researchers to the Catch 22 position of psychiatric patients.
Psychological ReviewConfirmation, disconfirmation, and information in hypothesis testing.
2,055 Citations1987Joshua Klayman, Young-Won Ha
Cognitive PsychologyThe weighing of evidence and the determinants of confidence
1,891 Citations1992Dale W. Griffin, Amos Tversky
The Handbook of Economic MethodologyMethodology of Scientific Research Programmes
1,826 Citations1998
Annual Review of PsychologyBehavioral Decision Theory
1,714 Citations1977Paul Slovic, Baruch Fischhoff +1 more
Harvard Educational ReviewStudent Social Class and Teacher Expectations: The Self-Fulfilling Prophecy in Ghetto Education
1,562 Citations1970Ray C. Rist
Cognitive PsychologyPragmatic reasoning schemas
1,464 Citations1985Patricia W. Cheng, Keith J. Holyoak
It is demonstrated that by evoking the permission schema it is possible to facilitate performance in Wason's selection paradigm for subjects who have had no experience with the specific content of the problems, and evidence that evocation of a permission schema affects not only tasks requiring procedural knowledge, but also a linguistic rephrasing task requiring declarative knowledge.
Psychological ReviewProbabilistic mental models: A Brunswikian theory of confidence.
1,448 Citations1991Gerd Gigerenzer, Ulrich Hoffrage +1 more
A comprehensive framework for the theory of probabilistic mental models (PMM theory) is proposed, which explains both the overconfidence effect and the hard-easy effect and predicts conditions under which both effects appear, disappear, or invert.
American QuarterlyThe Effects of Mass Communication
1,428 Citations1962Patrick D. Hazard, Joseph T. Klapper
Medical Entomology and ZoologyPsychology of Reasoning: Structure and Content
1,413 Citations1972P. C. Wason, P. N. Johnson‐Laird
Quarterly Journal of Experimental PsychologyReasoning about a Rule
1,410 Citations1968P. C. Wason
It is argued that the subjects did not give evidence of having acquired the characteristics of Piaget's “formal operational thought,” and it is suggested that the difficulty is due to a mental set for expecting a relation of truth, correspondence, or match to hold between sentences and states of affairs.
Journal of Personality and Social PsychologySocial perception and interpersonal behavior: On the self-fulfilling nature of social stereotypes.
1,311 Citations1977Mark Snyder, Elizabeth Decker Tanke +1 more
Proofs and Refutations: The Logic of Mathematical Discovery
1,276 Citations2015Imre Lakatos, John Worrall +1 more
Whose Justice? Which Rationality?
1,149 Citations2020Alasdair MacIntyre
Cognitive PsychologyOn the process of comparing sentences against pictures
1,137 Citations1972Herbert H. Clark, William G. Chase
This theory was tested in four experiments in which S s were timed as they judged whether a sentence was true or false of a picture and it was shown that this theory is consistent with previous studies on sentence comprehension, sentence verification, concept verification, and other related phenomena.
Organizational Behavior and Human PerformanceDo those who know more also know more about how much they know?
1,086 Citations1977Sarah Lichtenstein, Baruch Fischhoff
Journal of Experimental Social PsychologyThe freezing and unfreezing of lay-inferences: Effects on impressional primacy, ethnic stereotyping, and numerical anchoring
1,069 Citations1983Arie W. Kruglanski, Tallie Freund
Medical Entomology and ZoologyBias in Human Reasoning: Causes and Consequences
1,046 Citations1990Jonathan St. B. T. Evans
Journal of Consulting PsychologyOverconfidence in case-study judgments.
1,038 Citations1965Stuart Oskamp
This study investigated whether that increase in confidence in the psychologist's conclusions is justified by a corresponding increase in accuracy of conclusions, and found that the diagnostic confidence of experienced psychologists is less than that of less experienced persons.
Cognitive Therapy and ResearchPublication prejudices: An experimental study of confirmatory bias in the peer review system
1,030 Citations1977M. J. Mahoney
Psychological ReviewA rational analysis of the selection task as optimal data selection.
1,012 Citations1994Mike Oaksford, Nick Chater
The experimental data is reassessed in the light of a Bayesian model of optimal data selection in inductive hypothesis testing that suggests that reasoning in hypothesis-testing tasks may be rational rather than subject to systematic bias.
Medical Entomology and ZoologyHow We Know What Isn't So: The Fallibility of Human Reason in Everyday Life
1,011 Citations1991Thomas Gilovich
Choice Reviews OnlineHuman reasoning: the psychology of deduction
996 Citations1994
Conditional reasoning theories of propositional reasoning - rules versus models the Wason selection task disjunctive reasoning relational inferences syllogistic reasoning reasoning with quantifiers - beyond syllogisms.
Journal of Personality and Social PsychologyHypothesis-testing processes in social interaction.
910 Citations1978Mark Snyder, William B. Swann
Journal of Personality and Social PsychologyPerseverance in self-perception and social perception: Biased attributional processes in the debriefing paradigm.
873 Citations1975Lee Ross, Mark R. Lepper +1 more
It is demonstrated that self-perceptions and social perceptions may persevere after the initial basis for such perceptions has been completely discredited and biased attribution processes that might underlie perserverance phenomena are discussed.
Advances in experimental social psychologyRecent Research on Selective Exposure to Information
783 Citations1986Dieter Frey
New research is described, including the experiments designed to specify those factors most important in influencing informational selectivity: the effects of choice and commitment on selective information seeking, selectivity and refutability of arguments, the amount of available information and its usefulness, the usefulness of decision reversibility, as well as the intensity of dissonance.
CognitionDomain-specific reasoning: Social contracts, cheating, and perspective change
779 Citations1992Gerd Gigerenzer, Klaus Hug
The results strongly support social contract theory, contradict availability theory, and cannot be accounted for by pragmatic reasoning schema theory, which lacks the pragmatic concepts of perspectives and cheating detection.
Noonday Press eBooksExtraordinary popular delusions and the madness of crowds.
779 Citations1932Charles Mackay
Psychological BulletinCosts and benefits of judgment errors: Implications for debiasing.
748 Citations1991Hal R. Arkes
Cambridge University Press eBooksThe Empire of Chance
747 Citations1989Gerd Gigerenzer, Zeno G. Swijtink +4 more
New England Journal of MedicineInterpretation by Physicians of Clinical Laboratory Results
740 Citations1978Ward Casscells, Arno Schoenberger +1 more
A small survey was conducted to obtain some idea of how physicians do, in fact, interpret a laboratory result, and asked if a test to detect a disease whose prevalence is 1/1000 has a false positive rate of .
Psychological ReviewChildren and adults as intuitive scientists.
729 Citations1989Deanna Kuhn
A framework for conceptualizing development of scientific thinking processes is proposed, centering on progressive differentiation and coordination of theory and evidence, which reflects the attainment of control over the interaction of theories and evidence in one's own thinking.
Public Opinion QuarterlySelective Exposure to Information: A Critical Review
664 Citations1967David O. Sears, Jonathan L. Freedman
Advances in experimental social psychologyToward an Integration of Cognitive and Motivational Perspectives on Social Inference: A Biased Hypothesis-Testing Model
638 Citations1987Tom Pyszczynski, Jeff Greenberg
Psychological ReviewBeyond déjà vu in the search for cross-situational consistency.
634 Citations1982Walter Mischel, Philip K. Peake
Journal of Experimental Social PsychologyBehavioral confirmation in social interaction: From social perception to social reality
622 Citations1978Mark Snyder, William B. Swann
Dominican Scholar (Dominican University of California)A Brief History of Time: From the Big Bang to Black Holes
615 Citations1988S. W. Hawking
Cambridge University Press eBooksFalsification and the methodology of scientific research programmes
614 Citations1978
Psychological ReviewAssessment of covariation by humans and animals: The joint influence of prior expectations and current situational information.
609 Citations1984Lauren B. Alloy, Naomi Tabachnik
Choice Reviews OnlineThe Empire of chance: how probability changed science and everyday life
607 Citations1989
Journal of Personality and Social PsychologyDifferential social perception and attribution of intergroup violence: Testing the lower limits of stereotyping of Blacks.
562 Citations1976Birt L. Duncan
Psychological BulletinExplanation, imagination, and confidence in judgment.
548 Citations1991Derek J. Koehler
A review of studies using experimental manipulations indicates that people who explain or imagine a possibility then express greater confidence in the truth of that possibility, and this effect results from the approach people take in the explanation or imagination task.
Psychological ReviewHypothesis evaluation from a Bayesian perspective.
546 Citations1983Baruch Fischhoff, Tal Marom
Journal of Personality and Social PsychologyReconstructing the past: Some cognitive consequences of person perception.
545 Citations1978Mark Snyder, Seymour W. Uranowitz
The American Journal of PsychologyThe Psychology of Deductive Reasoning
523 Citations1983Russell Revlin, Jonathan St. B. T. Evans
Quarterly Journal of Experimental PsychologyConfirmation Bias in a Simulated Research Environment: An Experimental Study of Scientific Inference
522 Citations1977Clifford R. Mynatt, Michael E. Doherty +1 more
British Journal of PsychologyREASONING AND A SENSE OF REALITY
512 Citations1972P. N. Johnson‐Laird, Paolo Legrenzi +1 more
Journal of Personality and Social PsychologyConsidering the opposite: A corrective strategy for social judgment.
495 Citations1984Charles G. Lord, Mark R. Lepper +1 more
In two separate but conceptually parallel experiments, the induction of a consider-the-opposite strategy had greater corrective effect than more demand-laden alternative instructions to be as fair and unbiased as possible.
Calibration of Probabilities: The State of the Art
473 Citations1977Sarah Lichtenstein, Baruch Fischhoff +1 more
From the subjectivist point of view (de Finetti, 1937) a probability is a degree of belief in a proposition whose truth has not been ascertained and there is no “right” or “correct” probability that resides somewhere “in reality” against which it can be compared.
Psychological BulletinJudgment of covariation by social perceivers.
436 Citations1981Jennifer Crocker
Journal of Personality and Social PsychologyAccountability and judgment processes in a personality prediction task.
417 Citations1987Philip E. Tetlock, Jae Il Kim
Preexposure-accountability subjects reported more integratively complex impressions of test-takers, made more accurate behavioral predictions, and reported more appropriate levels of confidence in their predictions than did either no-Accountability or postexposure- accountability subjects.
Journal of Verbal Learning and Verbal BehaviorIllusory correlation in observational report
414 Citations1967Loren J. Chapman
Thinking and reasoning
400 Citations2017Alan Garnham
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The present investigation equates the specificity of all statements, and hence eliminates the disjunctive implication of false affirmatives and true negatives by utilizing the mutually exclusive classes of odd and even numbers as material.
Memory & CognitionThe illusion of knowing: Failure in the self-assessment of comprehension
394 Citations1982Arthur M. Glenberg, Alex Cherry Wilkinson +1 more
Journal of Experimental Psychology Human Perception & PerformancePerceived informativeness of facts.
389 Citations1977Baruch Fischhoff
Cognitive PsychologyStorage and verification stages in processing concepts
377 Citations1971Tom Trabasso, Howard Rollins +1 more
British Journal of Educational StudiesRationality and Intelligence
373 Citations1987Jonathan St. B. T. Evans, Jonathan Baron
A gradual evolution in the formal conception of rationality is outlined that brings it closer to the authors' informal conception of intelligence and simultaneously reduces the gap between theory and practice.
CognitionSocial roles and utilities in reasoning with deontic conditionals
365 Citations1991K. I. Manktelow, David E. Over
A set of experiments is reported in which a new formulation of deontic thinking is tested, and it is apparent that people represent subjective utilities inherent in conforming to or violatingDeontic statements, along with the social dynamics of these statements.
The American Historical ReviewThe March of Folly: From Troy to Vietnam
359 Citations1985Charles Tilly, Barbara W. Tuchman
European Journal of Social PsychologyBias and error in human judgment
346 Citations1983Arie W. Kruglanski, Icek Ajzen
Journal of Experimental Psychology Human Perception & PerformancePhysicians' use of probabilistic information in a real clinical setting.
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Physicians overestimated the patients' probability of pneumonia but were sensitive to relative differences in the predictive value of symptoms when present and absent, and appeared to use base-rate information correctly when making clinical judgments.
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331 Citations1968Robert L. Winkler, Allan H. Murphy
Theory Into PracticeTeaching thinking dispositions: From transmission to enculturation
328 Citations1993Shari Tishman, Eileen Jay +1 more
Quarterly Journal of Experimental PsychologyThe Processing of Positive and Negative Information
326 Citations1959P. C. Wason
Organizational Behavior and Human Decision ProcessesThe Overconfidence Phenomenon as a Consequence of Informal Experimenter-Guided Selection of Almanac Items
323 Citations1994Peter Juslin
Advances in experimental social psychologyA Cognitive -Attributional Analysis of Stereotyping1
321 Citations1979David L. Hamilton
American Journal of PhysicsAssessing uncertainty in physical constants
319 Citations1986Max Henrion, Baruch Fischhoff
Journal of Experimental Social PsychologyInformation-gathering processes: Diagnosticity, hypothesis-confirmatory strategies, and perceived hypothesis confirmation
318 Citations1986Richard B. Skov, Steven J. Sherman
Cambridge University Press eBooksInformal covariation assessment: Data-based versus theory-based judgments
314 Citations1982Dennis L. Jennings, Teresa M. Amabile +1 more
Organizational Behavior and Human Decision ProcessesFacing uncertainty in the game of bridge: A calibration study
313 Citations1987Gideon Keren
British Journal of PsychologyMATCHING BIAS IN THE SELECTION TASK
311 Citations1973J. St B. T. Evans, Jeannie Lynch
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