Abstract
A diverse set of biases that have been found to characterize judgment may be similarly mediated by a process of selective hypothesis testing. Our paper begins with a definition of selective hypothesis testing and an explanation of how and when this process leads to error. We then review a diverse and often disconnected set of findings in the person perception, judgment, cognition, attitudes, attribution, and rule discovery literatures that can be explained by this process. Finally, we examine the question of why the selective testing of hypotheses occurs. Although the psychological literature suggests that selective hypothesis testing contributes to a variety of errors, in many contexts it may be a useful and efficient strategy that leads to satisfactory judgment.
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References
Abelson, R. P., &Levi, A. (1985). Decision making and decision theory. In G. Lindzey & A. Aronson (Eds.),Handbook of social psychology (Vol. 2, pp. 231–310). New York: Random House.
Ajzen, I., &Fishbein, M. (1980).Understanding attitudes and predicting social behavior. Englewood Cliffs, NJ: Prentice-Hall.
Alba, J.W., &Chattopadhyay, A. (1985). Effects of context and part-category cues on recall of competing brands.Journal of Marketing Research,22, 340–349.
Alba, J. W., &Chattopadhyay, A. (1986). Salience effects in brand recall.Journal of Marketing Research,23, 363–369.
Alloy, L. B., &Tabachnik, N. (1984). Assessment of covariation by humans and animals: The joint influence of prior expectations and current situational information.Psychological Review,91, 112–149.
Anderson, C. A. (1983). Abstract and concrete data in the perseverance of social theories: When weak data lead to unshakable beliefs.Journal of Experimental Social Psychology,19, 93–108.
Anderson, C. A., &Sechler, E. S. (1986). Effects of explanation and counter-explanation on the development and use of social theories.Journal of Personality & Social Psychology,50, 24–34.
Anderson, N. H. (1981).Foundations of information integration theory. New York: Academic Press.
Anderson, N. H. (1982).Methods of information integration theory. New York: Academic Press.
Anderson, N. H., &Hubert, S. (1963). Effects of concomitant verbal recall on order effects in personality impression formation.Journal of Verbal Learning & Verbal Behavior,2, 379–391.
Anderson, R. C., &Pichert, J. W. (1978). Recall of previously unrecallable information following a shift in perspective.Journal of Verbal Learning & Verbal Behavior,17, 1–12.
Arkes, H. R. (1991). The costs and benefits of judgmental errors: Implications for debiasing.Psychological Bulletin,110, 486–498.
Arkes, H. R., &Harkness, A. R. (1983). Estimates of contingency between two dichotomous variables.Journal of Experimental Psychology: General,112, 117–135.
Asch, S. E. (1946). Forming impressions of personality.Journal of Abnormal & Social Psychology,41, 258–290.
Bacon, F. (1960).The new organon and related writings. New York: Liberal Arts Press. (Original work published 1620)
Baker, A. G., Mercier, P., Vallée-Tourangeau, F., Frank, R., &Pan, M. (1993). Selective associations and causality judgments: Presence of a strong causal factor may reduce judgments of a weaker one.Journal of Experimental Psychology: Learning, Memory, & Cognition,19, 414–432.
Bargh, J. A., Bond, R. N., Lombardi, W. L., &Tota, M. E. (1986). The additive nature of chronic and temporary sources of construct accessibility.Journal of Personality & Social Psychology,50, 869–878.
Bassok, M., &Trope, Y. (1984). People’s strategies for testing hypotheses about another’s personality: Confirmatory or diagnostic?Social Cognition,2, 199–216.
Baumeister, R. F., &Newman, L. S. (1993). Self-regulation of cognitive inference and decision processes.Personality & Social Psychology Bulletin,20, 3–19.
Beach, L. R., &Mitchell, T. R. (1978). A contingency model for the selection of decision strategies.Academy of Management Review,3, 439–449.
Bettman, J. R. (1979).An information processing theory of consumer choice. Reading, MA: Addison-Wesley.
Bettman, J. R., Johnson, E. J., &Payne, J. W. (1991). Consumer decision making. In T. S. Robertson & H. H. Kassarjian (Eds.),Handbook of consumer behavior (pp. 50–84). Englewood Cliffs, NJ: Prentice-Hall.
Beyth-Marom, R. (1982). Perception of correlation reexamined.Memory & Cognition,10, 511–519.
Beyth-Marom, R., &Fischhoff, B. (1983). Diagnosticity and pseudodiagnosticity.Journal of Personality & Social Psychology,45, 1185–1195.
Borgida, E., &DeBono, K. G. (1989). Social hypothesis-testing and the role of expertise.Personality & Social Psychology Bulletin,15, 212–221.
Broniarczyk, S., &Alba, J. W. (1994a). The role of consumers’ intuitions in inference making.Journal of Consumer Research,21, 393–407.
Broniarczyk, S., &Alba, J. W. (1994b). Theory versus data in prediction and correlation tasks.Organizational Behavior & Human Decision Processes,57, 117–139.
Bruner, J. S., Goodnow, J., &Austin, G. A. (1956).A study of thinking. New York: Wiley.
Campbell, J. D., &Tesser, A. (1983). Motivational interpretations of hindsight bias: An individual difference analysis.Journal of Personality,51, 605–620.
Carroll, J. S. (1978). The effect of imagining an event on expectations for the event: An interpretation in terms of the availability heuristic.Journal of Experimental Social Psychology,14, 88–96.
Chaiken, S., Liberman, A., &Eagly, A. H. (1989). Heuristic and systematic processing within and beyond the persuasion context. In J. S. Uleman & J. A. Bargh (Eds.),Unintended thought (pp. 212–252). New York: Guilford.
Chaiken, S., &Maheswaran, D. (1992). Heuristic processing can bias systematic processing: Effects of source credibility, argument ambiguity, and task importance on attitude judgment.Journal of Personality & Social Psychology,66, 460–473.
Chapman, G. B. (1991). Trial order affects cue interaction in contingency judgment.Journal of Experimental Psychology: Learning, Memory, & Cognition,17, 837–854.
Chapman, G. B., &Robbins, S. J. (1990). Cue interaction in human contingency judgment.Memory & Cognition,18, 537–545.
Chapman, L. J., &Chapman, J. P. (1969). Illusory correlation as an obstacle to the use of valid psychodiagnostic signs.Journal of Abnormal Psychology,74, 271–280.
Christensen-Szalanski, J. J. J., &Willham, C. F. (1991). The hindsight bias: A meta-analysis.Organizational Behavior & Human decision Processes,48, 147–168.
Connolly, T., &Bukszar, E.W. (1990). Hindsight bias: Self-flattery or cognitive error?Journal of Behavioral Decision Making,3, 205–211.
Crocker, J. (1981). Judgment of covariation by social perceivers.Psychological Bulletin,90, 272–292.
Darley, J. M., &Gross, P. H. (1983). A hypothesis-confirming bias in labeling effects.Journal of Personality & Social Psychology,44, 20–33.
Dawes, R. M. (1994).House of cards: Psychology and psychotherapy built on myth. New York: Free Press.
Dawes, R. M., &Mulford, M. (1996). The false consensus effect and overconfidence: Flaws in judgment or flaws in how we study judgment?Organizational Behavior & Human Decision Processes,65, 201–211.
Deaux, K., &Emswiller, T. (1974). Explanations of successful performance on sex-linked tasks: What is skill for the male is luck for the female.Journal of Personality & Social Psychology,29, 80–85.
Delany, D. E., &Hilton, D. J. (1991). Conversational implicature, conscious representation, and the conjunction fallacy.Social Cognition,9, 85–110.
Devine, P. G., Hirt, E. R., &Gehrke, E. M. (1990). Diagnostic and confirmation strategies in trait hypothesis testing.Journal of Personality & Social Psychology,58, 952–963.
Diamond, P. A., &Hausman, J. A. (1993). On contingent valuation: Measurement of nonuse values. In J. A. Hausman (Ed.),Contingent valuation: A critical assessment. New York: Elsevier, North-Holland.
Dickinson, A., Shanks, D. R., &Evenden, J. L. (1984). Judgements of act-outcome contingency: The role of selective attention.Quarterly Journal of Experimental Psychology,36A, 29–50.
Ditto, P. H., &Lopez, D. F. (1992). Motivated skepticism: Use of differential decision criteria for preferred and nonpreferred conclusions.Journal of Personality & Social Psychology,63, 568–584.
Doherty, M. E., Mynatt, C. R., Tweney, R. D., &Schiavo, M. D. (1979). Pseudodiagnosticity.Acta Psychologia,43, 111–121.
Dominowski, R. L. (1972). Effects of solution familiarity and number of alternatives on problem difficulty.Journal of Experimental Psychology,95, 223–225.
Dube-Rioux, L., &Russo, J. E. (1988). An availability bias in professional judgment.Journal of Behavioral Decision Making,1, 223–237.
Duncan, S. L. (1976). Differential social perception and attribution of intergroup violence: Testing the lower limits of stereotyping of blacks.Journal of Personality & Social Psychology,34, 590–598.
Dunning, D., Griffin, D. W., Milojkovic, J. D., &Ross, L. (1990). The overconfidence effect in social prediction.Journal of Personality & Social Psychology,58, 568–581.
Eddy, D. M. (1982). Probabilistic reasoning in clinical medicine: Problems and opportunities. In D. Kahneman, P. Slovic, & A. Tversky (Eds.),Judgment under uncertainty: Heuristics and biases (pp. 249–267). New York: Cambridge University Press.
Edwards, K., &Smith, E. E. (1996). A disconfirmation bias in the evaluation of arguments.Journal of Personality & Social Psychology,71, 5–24.
Einhorn, H. J., &Hogarth, R. M. (1981). Behavioral decision theory: Processes of judgment and choice.Annual Review of Psychology,32, 53–88.
Einhorn, H. J., &Hogarth, R. M. (1985). Ambiguity and uncertainty in probabilistic inference.Psychological Review,92, 433–461.
Evett, S. R., Devine, P. G., Hirt, E. R., &Price, J. (1994). The role of the hypothesis and the evidence in the trait hypothesis testing process.Journal of Experimental Social Psychology,30, 456–481.
Farris, H. H., &Revlin, R. (1989). Sensible reasoning in two tasks: Rule discovery and hypothesis evaluation.Memory & Cognition,17, 221–232.
Fazio, R. H. (1990). Multiple processes by which attitudes guide behavior: The MODE model as an integrative framework. In M. P. Zanna (Ed.),Advances in experimental social psychology (Vol. 23, pp. 75–109). San Diego: Academic Press.
Feather, N. T., &Simon, J. G. (1975). Reactions to male and female success and failure in sex-linked occupations: Impressions of personality, causal attributions, and perceived likelihood of different consequences.Journal of Personality & Social Psychology,50, 229–238.
Fiedler, K. (1996). Explaining and simulating judgment biases as an aggregation phenomenon in probabilistic, multiple-cue environments.Psychological Review,103, 193–214.
Fischhoff, B. (1975). Hindsight=foresight: The effect of outcome knowledge on judgment under uncertainty.Journal of Experimental Psychology: Human Perception & Performance,1, 288–299.
Fischhoff, B. (1977). Perceived informativeness of facts.Journal of Experimental Psychology: Human Perception & Performance,3, 349–358.
Fischhoff, B. (1982). Debiasing. In D. Kahneman, P. Slovic, & A. Tversky (Eds.),Judgment under uncertainty: Heuristics and biases (pp. 422–444). New York: Cambridge University Press.
Fischhoff, B., &Beyth-Marom, R. (1983). Hypothesis evaluation from a Bayesian perspective.Psychological Review,90, 239–260.
Fischhoff, B., Slovic, P., &Lichtenstein, S. (1977). Knowing with certainty: The appropriateness of extreme confidence.Journal of Experimental Psychology: Human Perception & Performance,3, 552–564.
Fischhoff, B., Slovic, P., &Lichtenstein, S. (1978). Fault trees: Sensitivity of estimated probability failures to problem representation.Journal of Experimental Psychology: Human Perception & Performance,4, 330–344.
Fiske, S. T., Neuberg, S. L., Beattie, A. E., &Milberg, S. J. (1987). Category-based and attribute-based reactions to others: Some informational conditions of stereotyping and individuating processes.Journal of Experimental Social Psychology,23, 399–427.
Fiske, S. T., &Taylor, S. E. (1991).Social cognition (2nd ed.). New York: McGraw-Hill.
Gettys, C. F., &Fisher, S. D. (1979). Hypothesis plausibility and hypothesis generation.Organizational Behavior & Human Decision Processes,24, 93–110.
Gettys, C. F., Mehle, T., &Fisher, S. (1986). Plausibility assessments in hypothesis generation.Organizational Behavior & Human Decision Processes,37, 14–33.
Gibson, B., Sanbonmatsu, D. M., &Posavac, S. S. (1997). Focal bias, probability overestimation, and gambling choice: The influence of biased hypothesis testing on subsequent judgment.Journal of Experimental Psychology: Applied,3, 126–142.
Gigerenzer, G. (1991). How to make cognitive illusions disappear: Beyond “heuristics and biases”.European Review of Social Psychology,2, 83–115.
Gilbert, D. T. (1989). Thinking lightly about others: Automatic components of the social inference process. In J. S. Uleman & J. A. Bargh (Eds.),Unintended thought (pp. 189–211). New York: Guilford.
Gilbert, D. T. (1991). How mental systems believe.American Psychologist,46, 107–119.
Gilbert, D. T., &Malone, P. S. (1995). The correspondence bias.Psychological Bulletin,117, 21–38.
Gilovich, T. K. (1983). Biased evaluation and persistence in gambling.Journal of Personality & Social Psychology,40, 797–808.
Gluck, M. A., &Bower, G. H. (1988). From conditioning to category learning: An adaptive network model.Journal of Experimental Psychology: General,117, 227–247.
Greenwald, A. G., Pratkanis, A. R., Leippe, M. R., &Baumgardner, M. H. (1986). Under what conditions does theory obstruct research progress?Psychological Review,93, 216–229.
Grice, H. P. (1975). Logic and conversation. In P. Cole & J. L. Morgan (Eds.),Syntax and semantics: 3. Speech acts (pp. 41–58). New York: Academic Press.
Griffin, D. W., &Ross, L. (1991). Subjective construal, social inference, and human misunderstanding. In M. P. Zanna (Ed.),Advances in experimental social psychology (Vol. 24, pp. 319–359). New York: Academic Press.
Griffin, D., &Tversky, A. (1992). The weighing of evidence and the determinants of confidence.Cognitive Psychology,24, 411–435.
Hamilton, D. L., &Rose, T. L. (1980). Illusory correlation and the maintenance of stereotypic beliefs.Journal of Personality & Social Psychology,39, 832–845.
Hand, L. (1951). Morals in public life. InThe spirit of liberty: Papers and addresses of Learned Hand (pp. 225–252). New York: Knopf.
Hansen, R. D. (1980). Commonsense attribution.Journal of Personality & Social Psychology,39, 996–1009.
Hastie, R., &Kumar, P. A. (1979). Person memory: Personality traits as organizing principles in memory for behaviors.Journal of Personality & Social Psychology,37, 25–38.
Hastie, R., &Park, B. (1986). The relationship between memory and judgment depends on whether the judgment task is memory-based or on-line.Psychological Review,93, 258–268.
Hausman, J. A. (1993).Contingent valuation: A critical assessment. New York: Elsevier, North-Holland.
Hawkins, S. A., &Hastie, R. (1990). Hindsight: Biased judgments of past events after outcomes are known.Psychological Bulletin,107, 311–327.
Herr, P. M., Sherman, S. J., &Fazio, R. H. (1983). On the consequences of priming: Assimilation and contrast effects.Journal of Experimental Social Psychology,19, 323–340.
Higgins, E. T., &Chaires, W. M. (1980). Accessibility of interrelational constructs: Implications for stimulus encoding and creativity.Journal of Experimental Social Psychology,16, 348–361.
Higgins, E. T., Rholes, W. S., &Jones, C. R. (1977). Category accessibility and impression formation.Journal of Experimental Social Psychology,13, 141–154.
Hirt, E. R., &Castellan, N. J., Jr. (1988). Probability and category redefinition in the fault tree paradigm.Journal of Experimental Psychology: Human Perception & Performance,14, 122–131.
Hirt, E. R., &Markman, K. D. (1995). Multiple explanation: A consider-an-alternative strategy for debiasing judgments.Journal of Personality & Social Psychology,69, 1069–1086.
Hirt, E. R., &Sherman, S. J. (1985). The role of prior knowledge in explaining hypothetical events.Journal of Experimental Social Psychology,21, 519–543.
Hoch, S. J. (1985). Counterfactual reasoning and accuracy in predicting personal events.Journal of Experimental Psychology: Learning, Memory, & Cognition,11, 719–731.
Houston, D. A., Sherman, S. J., &Baker, S. M. (1989). The influence of unique features and direction of comparison on preferences.Journal of Experimental Social Psychology,25, 121–141.
Jennings, D., Amabile, T. M., &Ross, L. (1982). Informal covariation assessment: Data-based vs. theory-based judgments. In A. Tversky, D. Kahneman, & P. Slovic (Eds.),Judgment under uncertainty: Heuristics and biases (pp. 211–230). New York: Cambridge University Press.
Jones, E. E. (1979). The rocky road from acts to dispositions.American Psychologist,34, 107–117.
Joshua, S. C., &Garber, N. J. (1992). A causal analysis of large vehicle accidents through fault-tree analysis.Risk Analysis,12, 173–187.
Judd, C. M., &Lusk, C. M. (1984). Knowledge structures and evaluative judgments: Effects of structural variables on judgmental extremity.Journal of Personality & Social Psychology,46, 1193–1207.
Just, M. A., &Carpenter, P. A. (1975). Comparative studies of comprehension: An investigation of Chinese, Norwegian, and English.Memory & Cognition,3, 465–473.
Kahneman, D., &Knetsch, J. L. (1992). Valuing public goods: The purchase of moral satisfaction.Journal of Environmental Economics & Management,22, 57–70.
Kahneman, D., &Tversky, A. (1973). On the psychology of prediction.Psychological Review,80, 237–251.
Kahneman, D., &Tversky, A. (1982). Variants of uncertainty.Cognition,11, 143–157.
Kamin, L. J. (1968). “Attention-like” processes in classical conditioning. In M. R. Jones (Ed.),Miami Symposium on the Prediction of Behavior, 1967: Aversive behavior (pp. 9–31). Coral Gables, FL: University of Miami Press.
Kamin, L. J. (1969). Predictability, surprise, attention and conditioning. In B. A. Campbell & R. M. Church (Eds.),Punishment and aversive behavior (pp. 279–296). New York: Appleton-Century-Crofts.
Kardes, F. R., &Sanbonmatsu, D. M. (1993). Direction of comparison, expected feature correlation, and the set-size effect in preference judgment.Journal of Consumer Psychology,2, 39–54.
Kintsch, W., &Young, S. R. (1984). Selective recall of decision-relevant information from texts.Memory & Cognition,12, 112–117.
Klar, Y. (1990). Linking structures and sensitivity to judgment relevant information in statistical and logical tasks.Journal of Personality & Social Psychology,59, 841–858.
Klar, Y., Medding, A., &Sarel, D. (1996). Nonunique vulnerability: Singular versus distributional conceptions of probability and unrealistic optimism in personal risks judgments.Organizational Behavior & Human Decision Processes,67, 229–245.
Klayman, J., &Ha, Y. (1987). Confirmation, disconfirmation, and information in hypothesis testing.Psychological Review,94, 211–228.
Klayman, J., &Ha, Y. (1989). Hypothesis testing in rule discovery: Strategy, structure, and content.Journal of Experimental Psychology: Learning, Memory, & Cognition,15, 596–604.
Koehler, D. J. (1991). Explanation, imagination, and confidence in judgment.Psychological Bulletin,110, 499–519.
Koehler, D. J. (1994). Hypothesis generation and confidence in judgment.Journal of Experimental Psychology: Learning, Memory, & Cognition,20, 461–469.
Koriat, A., Lichtenstein, S., &Fischhoff, B. (1980). Reasons for confidence.Journal of Experimental Psychology: Human Learning & Memory,6, 107–118.
Krosnick, J., &Alwin, D. F. (1987). An evaluation of a cognitive theory of response-order effects in survey measurement.Public Opinion Quarterly,51, 201–219.
Kruglanski, A. W. (1989).Lay epistemics and human knowledge. New York: Plenum.
Kruglanski, A. W, Schwartz, J. M., Maides, S., &Hamel, I. Z. (1978). Covariation, discounting, and augmentation: Towards a clarification of attributional principles.Journal of Personality,46, 176–189.
Kruglanski, A. W., &Webster, D. M. (1996). Motivated closing of the mind: “Seizing” and “unfreezing.”Psychological Review,103, 263–283.
Krull, D. S. (1993). Does the grist change the mill? The effect of the perceiver’s inferential goal on the process of social inference.Personality & Social Psychology Bulletin,19, 340–348.
Kunda, Z. (1990). The case for motivated reasoning.Psychological Bulletin,108, 480–498.
Laroche, M., &Brisoux, J. E. (1989). Incorporating competition into consumer behavior models: The case of the attitude-intention relationship.Journal of Economic Psychology,10, 343–362.
Lehman, D. R., Krosnick, J. A., West, R. L., &Li, F. (1992). The focus of judgment effect: A question wording effect due to hypothesis confirmation bias.Personality & Social Psychology Bulletin,18, 690–699.
Levin, I. P., &Gaeth, G. J. (1988). How consumers are affected by the framing of attribute information before and after consuming the product.Journal of Consumer Research,15, 374–378.
Levine, M. (1966). Hypothesis behavior by humans during discrimination learning.Journal of Experimental Psychology,71, 331–338.
Levine, M. (1970). Human discrimination learning: The subset-sampling assumption.Psychological Bulletin,74, 397–404.
Lewicka, M. (1988). On objective and subjective anchoring of cognitive acts: How behavioural valence modifies reasoning schemata. In W. J. Baker, L. P. Mos, H. V. Rappard, & H. J. Stam (Eds.),Recent trends in theoretical psychology. New York: Springer-Verlag.
Lichtenstein, S., Fischhoff, B., &Phillips, L. D. (1982).Calibration of probabilities: The state of the art to 1980. In D. Kahneman, P. Slovic, & A. Tversky (Eds.),Judgment under uncertainty: Heuristics and biases (pp. 306–334). New York: Cambridge University Press.
Linville, P. W. (1982). The complexity-extremity effect and age-based stereotyping.Journal of Personality & Social Psychology,42, 193–211.
Locksley, A., Ortiz, V., &Hepburn, C. (1980). Social categorization and discriminatory behavior: Extinguishing the minimal intergroup discrimination effect.Journal of Personality & Social Psychology,39, 773–783.
Lopes, L. A. (1991). The rhetoric of irrationality.Theory & Psychology,1, 65–82.
Lord, C. G., Lepper, M. R., &Preston, E. (1984). Considering the opposite: A corrective strategy for social judgment.Journal of Personality & Social Psychology,47, 1231–1243.
Lord, C. G., Ross, L., &Lepper, M. R. (1979). Biased assimilation and attitude polarization: The effects of prior theories on subsequently considered evidence.Journal of Personality & Social Psychology,37, 2098–2109.
Luchins, A. S. (1942). Mechanization in problem solving.Psychological Monographs,54, No. 248.
Marr, D. (1982).Vision: A computational investigation into the human representation and processing of visual information. San Francisco: Freeman.
McArthur, L. Z. (1981). What grabs you? The role of attention in impression formation and causal attribution. In E. T. Higgins, C. P. Herman, & M. P. Zanna (Eds.),Social cognition: The Ontario Symposium (Vol. 1, pp. 201–246). Hillsdale, NJ: Erlbaum.
McKenzie, C. R. M. (1994). The accuracy of intuitive judgment strategies: Covariation assessment and Bayesian inference.Cognitive Psychology,26, 209–239.
Medin, D. L., Goldstone, R. L., &Markman, A. B. (1995). Comparison and choice: Relations between similarity processes and decision processes.Psychonomic Bulletin & Review,2, 1–19.
Mehle, T., Gettys, C. F., Manning, C., Baca, S., &Fisher, S. (1981). The availability explanation of excessive plausibility assessments.Acta Psychologica,49, 127–140.
Millar, M. G., &Tesser, A. (1986). Thought-induced attitude change: The effects of schema structure and committment.Journal of Personality & Social Psychology,51, 259–269.
Millward, R. B., &Spoehr, K. T. (1973). The direst measurement of hypothesis-testing strategies.Cognitive Psychology,4, 1–38.
Mitchell, R. C., &Carson, R. T. (Eds.) (1989).Using surveys to value public goods. Washington, DC: Resources for the Future.
Mynatt, C. R., Doherty, M. E., &Tweney, R. D. (1977). Confirmation bias is a simulated research environment: An experimental study of scientific inference.Quarterly Journal of Experimenal Psychology,29, 85–95.
Neisser, U. (1967).Cognitive psychology. Englewood Cliffs, NJ: Prentice-Hall.
Newcomb, T. M. (1929).The consistency of certain extrovert-introvert behavior patterns in 51 problem boys. New York: Columbia University, Teachers College, Bureau of Publications.
Nisbett, R., &Ross, L. (1980).Human inference: Strategies and shortcomings of social judgment. Englewood Cliffs, NJ: Prentice-Hall.
Norman, R. (1976). When what is said is important: A comparison of expert and attractive sources.Journal of Experimental Social Psychology,12, 294–300.
Oskamp, S. (1982). Overconfidence in case-study judgments. In D. Kahneman, P. Slovic, & A. Tversky (Eds.),Judgment under uncertainty: Heuristics and biases (pp. 287–293). New York: Cambridge University Press.
Payne, J.W., Bettman, J. R., &Johnson, E. J. (1992). Behavioral decision research: A constructive processing perspective.Annual Review of Psychology,43, 87–131.
Petty, R. E., &Cacioppo, J. T. (1979). Issue involvement can increase or decrease persuasion by enhancing message-relevant cognitive responses.Journal of Personality & Social Psychology,37, 1915–1926.
Petty, R. E., &Cacioppo, J. T. (1986). The elaboration likelihood model of persuasion. In L. Berkowitz (Ed.),Advances in experimental social psychology (Vol. 19, pp. 123–205). San Diego: Academic Press.
Platt, J. R. (1964). Strong inference.Science,146, 347–353.
Posavac, S. S., Sanbonmatsu, D. M., &Fazio, R. H. (1997). Considering the best choice: Effects of the salience and accessibility of alternatives on attitude-decision consistency.Journal of Personality & Social Psychology,72, 253–261.
Price, P. C., &Yates, J. F. (1993). Judgmental overshadowing: Further evidence of cue interaction in contingency judgment.Memory & Cognition,21, 561–572.
Price, P. C., &Yates, J. F. (1995). Associative and rule-based accounts of cue interaction in contingency judgment.Journal of Experimental Psychology: Learning, Memory, & Cognition,21, 1639–1655.
Pyszczynski, T. A., &Greenberg, J. (1987). Toward an integration of cognitive and motivational perspectives on social inference: A biased hypothesis testing model. In M. P. Zanna (Ed.),Advances in experimental social psychology (Vol. 20, pp. 297–340). New York: Academic Press.
Quattrone, G. A. (1982). Overattribution and unit formation: When behavior engulfs the person.Journal of Personality & Social Psychology,42, 593–607.
Read, S. J., Vanman, E. J., &Miller, L. C. (1997). Connectionism, parallel constraint satisfaction processes, and Gestalt principles: (Re)introducing cognitive dynamics to social psychology.Personality & Social Psychology Review,1, 26–53.
Restle, F. (1962). The selection of strategies in cue learning.Psychological Review,69, 329–343.
Robinson, L. B., &Hastie, R. (1985). Revision of beliefs when a hypothesis is eliminated from consideration.Journal of Experimental Psychology,11, 443–456.
Ross, L. (1977). The intuitive psychologist and his shortcomings: Distortions in the attribution process. In L. Berkowitz (Ed.),Advances in experimental social psychology (Vol. 10, pp. 174–221). New York: Academic Press.
Rothbart, M., Evans, M., &Fulero, S. (1979). Recall for confirming events: Memory processes and the maintenance of social stereotyping.Journal of Experimental Social Psychology,15, 343–355.
Rundus, D. (1973). Negative effects of using list items as recall cues.Journal of Verbal Learning & Verbal Behavior,12, 43–50.
Russo, J. E., &Dosher, B. A. (1983). Strategies for multiattribute binary choice.Journal of Experimental Psychology: Learning, Memory, & Cognition,9, 676–696.
Russo, J. E., &Kolzow, K. J. (1994). Where is the fault in fault trees?Journal of Experimental Psychology: Human Perception & Performance,20, 17–32.
Sadler, O., &Tesser, A. (1973). Some effects of salience and time upon interpersonal hostility and attraction during social isolation.Sociometry,36, 99–112.
Samples, K. C., &Hollier, J. R. (1990). Contingent valuation of wildlife resources in the presence of substitutes and complements. In R. L. Johnson & G. V. Johnson (Eds.),Economic valuation of natural resources: Issues, theory and applications (pp. 177–192). Boulder, CO: Westview.
Sanbonmatsu, D. M., Akimoto, S. A., &Biggs, E. (1993). Overestimating causality: Attributional effects of confirmatory processing.Journal of Personality & Social Psychology,65, 892–903.
Sanbonmatsu, D. M., Akimoto, S. A., &Gibson, B. D. (1994). Stereotype-based blocking in social explanation.Personality & Social Psychology Bulletin,20, 71–81.
Sanbonmatsu, D. M.,Kardes, F. R.,Houghton, D. C.,Ho, E. A., &Posavac, S. S. (1998).Overweighing the given information in multiattribute judgment. Manuscript submitted for publication.
Sanbonmatsu, D. M., Posavac, S. S., &Stasney, R. (1997). The subjective beliefs underlying probability overestimation.Journal of Experimental Social Psychology,33, 276–295.
Schkade, D. A., &Payne, J. W. (1993). Where do the numbers come from? How people respond to CV questions. In J. A. Hausman (Ed.),Contingent valuation: A critical assessment. New York: Elsevier, North-Holland.
Schuman, H., &Presser, S. (1981).Questions and answers in attitude surveys. New York: Academic Press.
Schustack, M.W., &Sternberg, R. J. (1981). Evaluation of evidence in causal inference.Journal of Experimental Psychology: General,110, 101–120.
Schwartz, B. (1982). Reinforcement-induced behavioral stereotypy: How not to teach people to discover rules.Journal of Experimental Psychology: General,111, 23–59.
Shafir, E. (1993). Choosing versus rejecting: Why some options are both better and worse than others.Memory & Cognition,21, 546–556.
Shaklee, H., &Fischhoff, B. (1982). Strategies of information search in causal analysis.Memory & Cognition,10, 520–530.
Shaklee, H., &Mims, M. (1982). Sources of error in judging event covariations: Effects of memory demands.Journal of Experimental Psychology: Learning, Memory, & Cognition,8, 208–224.
Sherman, S. J., &Corty, E. (1984). Cognitive heuristics. In R. S. Wyer, Jr., & T. K. Srull (Eds.),Handbook of social cognition (Vol. 1, pp. 189–286). Hillsdale, NJ: Erlbaum.
Sherman, S. J., McMullen, M. N., &Gavanski, I. (1992). Natural sample spaces and the inversion of conditional judgments.Journal of Experimental Social Psychology,28, 401–421.
Sherman, S. J., Skov, R. B., Hervitz, E. F., &Stock, C. B. (1981). The effects of explaining hypothetical future events: From possibility to probability to actuality and beyond.Journal of Experimental Social Psychology,17, 142–158.
Shweder, R. A. (1977). Likeness and likelihood in everyday thought: Magical thinking in judgments about personality.Current Anthropology,18, 637–658.
Shweder, R. A., &D’Andrade, R. G. (1979). Accurate reflection or systematic distortion? A reply to Block, Weiss, and Thorne.Journal of Personality & Social Psychology,37, 1075–1084.
Simon, H. A. (1956). Rational choice and the structure of the environment.Psychological Review,63, 129–138.
Simon, H. A. (1979). Rational decision making in business organizations.American Economic Review,69, 493–513.
Skov, R. B., &Sherman, S. J. (1986). Information-gathering processes: Diagnosticity, hypothesis-confirmatory strategies, and perceived hypothesis confirmation.Journal of Experimental Social Psychology,22, 93–121.
Slovic, P., Lichtenstein, S., &Fischhoff, B. (1985). Decision making. In R. C. Atkinson, R. J. Hernstein, G. D. Lindzey, & R. D. Luce (Eds.),Handbook of experimental psychology (Vol. 2, pp. 673–738). New York: Wiley.
Smedslund, J. (1963). The concept of correlation in adults.Scandinavian Journal of Psychology,4, 165–173.
Snyder, M. (1981). Seek, and ye shall find: Testing hypotheses about other people. In E. T. Higgins, C. P. Herman, & M. P. Zanna (Eds.),Social cognition: The Ontario Symposium (Vol. 1, pp. 277–303). Hillsdale, NJ: Erlbaum.
Snyder, M., &Swann, W. B. (1978). Behavioral confirmation in social interaction: From social perception to social reality.Journal of Experimental Social Psychology,14, 148–162.
Srull, T. K. (1981). Person memory: Some tests of associative storage and retrieval models.Journal of Experimental Psychology: Human Learning & Memory,7, 440–462.
Srull, T. K., &Wyer, R. S. (1979). The role of category accessibility in the interpretation of information about persons: Some determinants and implications.Journal of Personality & Social Psychology,37, 1660–1672.
Stangor, C., &McMillan, D. (1992). Memory for expectancy congruent and expectancy incongruent information: A review of the social and social developmental issues.Psychological Bulletin,111, 42–61.
Strack, F., &Mussweiler, T. (1997). Explaining the enigmatic anchoring effect: Mechanisms of selective accessibility.Journal of Personality & Social Psychology,73, 437–446.
Strack, F., Schwarz, N., &Wanke, M. (1991). Semantic and pragmatic aspects of context effect in social and psychological research.Social Cognition,9, 111–125.
Taplin, J. E. (1975). Evaluation of hypotheses in concept identification.Memory & Cognition,3, 85–96.
Taylor, S. E., &Fiske, S. T. (1978). Salience, attention, and attribution: Top of the head phenomena. In L. Berkowitz (Ed.),Advances in experimental social psychology (Vol. 11, pp. 249–288). New York: Academic Press.
Teigen, K. H. (1974a). Overestimation of subjective probabilities.Scandinavian Journal of Psychology,15, 56–62.
Teigen, K. H. (1974b). Subjective sampling distributions and the additivity of estimates.Scandinavian Journal of Psychology,15, 50–55.
Teigen, K. H. (1983). Studies in subjective probability III: The unimportance of alternatives.Scandinavian Journal of Psychology,24, 97–195.
Tesser, A. (1978). Self-generated attitude change. In L. Berkowitz (Ed.),Advances in experimental social psychology (Vol. 11, pp. 1–57). New York: Academic Press.
Trabasso, T., &Bower, G. H. (1968).Attention in learning: Theory and research. New York: Wiley.
Trope, Y. (1986). Identification and inferential processes in dispositional attribution.Psychological Review,93, 239–257.
Trope, Y., &Bassok, M. (1983). Information gathering strategies in hypothesis testing.Journal of Experimental Social Psychology,19, 560–576.
Trope, Y., Bassok, M., &Alon, E. (1984). The questions lay interviewers ask.Journal of Personality,52, 90–106.
Trope, Y., &Liberman, A. (1996). Social hypothesis testing: Cognitive and motivational mechanisms. In E. T. Higgins & A. W. Kruglanski (Eds.),Social psychology: Handbook of basic principles (pp. 239–270). New York: Guilford.
Trope, Y., &Mackie, D. M. (1987). Sensitivity to alternatives in social hypothesis testing.Journal of Experimental Social Psychology,23, 445–459.
Tversky, A. (1977). Features of similarity.Psychological Review,84, 327–353.
Tversky, A., &Kahneman, D. (1973). Availability: A heuristic for judging frequency and probability.Cognitive Psychology,5, 207–232.
Tversky, A., &Kahneman, D. (1974). Judgment under uncertainty: Heuristics and biases.Science,221, 453–458.
Tversky, A., &Kahneman, D. (1981). The framing of decisions and the psychology of choice.Science,211, 453–458.
Tversky, A., &Kahneman, D. (1992). Advances in prospect theory: Cumulative representation of uncertainty.Journal of Risk & Uncertainty,5, 297–323.
Tversky, A., &Koehler, D. J. (1994). Support theory: A nonextensional representation of subjective probability.Psychological Review,101, 547–567.
Tweney, R. D., &Doherty, M. E. (1983). Rationality and the psychology of inference.Synthèse,57, 139–161.
Tweney, R. D., Doherty, M. E., Worner, W. J., Pliske, D. B., Mynatt, C. R., Gross, K. A., &Arkkelin, D. L. (1980). Strategies of rule discovery in an inference task.Quarterly Journal of Experimental Psychology,32, 109–123.
Vallone, R. P., Griffin, D.W., Lin, S., &Ross, L. (1990). Overconfident prediction of future actions and outcomes by self and others.Journal of Personality & Social Psychology,58, 582–592.
Vallone, R. P., Ross, L., &Lepper, M. R. (1985). The hostile media phenomenon: Biased perception and perceptions of media bias in coverage of the Beirut massacre.Journal of Personality & Social Psychology,49, 577–585.
Van der Plight, J., Eiser, J. R., Ŝpears, R. (1987). Comparative judgements and preferences: The influence of the number of response alternatives.British Journal of Social Psychology,26, 269–280.
Van Wallendael, L. R., Ĥastie, R. (1990). Tracing the footsteps of Sherlock Holmes: Cognitive representations of hypothesis testing.Memory & Cognition,18, 240–250.
von Hippel, W., Jonides, J., Hilton, J. L., &Narayan, S. (1993). Inhibitory effect of schematic processing on perceptual encoding.Journal of Personality & Social Psychology,64, 921–935.
von Hippel, W., Sekaquaptewa, D., &Vargas, P. (1995). On the role of encoding processes in stereotype maintenance. In M. P. Zanna (Ed.),Advances in experimental social psychology (Vol. 27, pp. 177–254). San Diego: Academic Press.
von Neumann, J., &Morgenstern, O. (1947).Theory of games and economic behavior. Princeton, NJ: Princeton University Press.
Ward, W. D., &Jenkins, H. M. (1965). The display of information and the judgment of contingency.Canadian Journal of Psychology,19, 231–241.
Wason, P. C. (1960). On the failure to eliminate hypotheses in a conceptual task.Quarterly Journal of Experimental Psychology,12, 129–140.
Wason, P. C. (1968). Reasoning about a rule.Quarterly Journal of Experimental Psychology,23, 273–281.
Wasserman, E. A., Dorner, W.W., &Kao, S. F. (1990). Contributions of specific cell information to judgments of interevent contingency.Journal of Experimental Psychology: Learning, Memory, & Cognition,16, 509–521.
Yzerbyt, V. Y., Schandron, G., Leyens, J. P., &Rocher, S. (1994). Social judgeability: The impact of meta-informational cues on the use of stereotypes.Journal of Personality & Social Psychology,66, 48–55.
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The authors thank Reid Hastie, Bill von Hippel, and two anonymous reviewers for making a number of excellent suggestions and asking a lot of hard questions. F.R.K. is in the Department of Marketing at Cincinnati. S.P.M. is in the Department of Marketing at Toledo. S.S.P. is now in the Department of Marketing in the Simon Graduate School of Business Administration at the University of Rochester.
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Sanbonmatsu, D.M., Posavac, S.S., Kardes, F.R. et al. Selective hypothesis testing. Psychonomic Bulletin & Review 5, 197–220 (1998). https://doi.org/10.3758/BF03212944
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DOI: https://doi.org/10.3758/BF03212944