Judgment and decision making.
1998, Annual review of psychology
Abstract
AI
AI
This chapter reviews research in judgment and decision making from 1992 to 1996, highlighting the evolution and critiques of rational choice theory. It discusses the integration of behavioral assumptions into various subdisciplines, such as behavioral game theory and behavioral finance, contrasting psychological perspectives on decision making with traditional economic models. The chapter emphasizes the significance of understanding errors and biases in judgments, particularly regarding the normative frameworks guiding these definitions.
References (230)
- the Annual Reviews home page at http://www.AnnualReviews.org.
- MELLERS, SCHWARTZ & COOKE Literature Cited Ariely D, Wallsten TS. 1995. Seeking subjec- tive dominance in multidimensional space: an explanation of asymmetric dominance effect. Org. Behav. Hum. Decis. Process. 63:223-32
- Arkes HR. 1996. The psychology of waste. J. Behav. Decis. Mak. 9:213-24
- Arkes HR, Joyner CA, Pezzo MV, Nash JG, Seigel-Jacobs K, Stone E. 1994. The psy- chology of windfall gains. Org. Behav. Hum. Decis. Process. 59:331-47
- Bar-Hillel M, Neter E. 1996. Why are people reluctant to exchange lottery tickets? J. Pers. Soc. Psychol. 70:17-27
- Baron J. 1994. Nonconsequentalist decisions. Behav. Brain Sci. 17:1-42
- Baron J. 1997. Biases in the quantitative meas- urement of values for public decisions. Psychol. Bull. 122:72-88
- Baron J, Greene J. 1996. Determinants of in- sensitivity to quantity in valuation of public goods: contribution, warm glow, budget constraints, availability, and prominence. J. Exp. Psychol. Appl. 2:107- 25
- Baron J, Ritov I. 1994. Reference points and omission bias. Org. Behav. Hum. Decis. Process. 59:475-98
- Baron J, Spranca M. 1997. Protected values. Org. Behav. Hum. Decis. Process. 70:1-16
- Barron FH, Barrett BE. 1996a. The efficacy of SMARTER-Simple Multiattribute Rating Technique Extended to Ranking. Acta Psy- chol. 93:23-36
- Barron HF, Barrett BE. 1996b. Decision qual- ity using ranked attribute weights. Man- age. Sci. 42:1515-23
- Becker GM, McClintock CG. 1967. Value: be- havioral decision theory. Annu. Rev. Psy- chol. 18:239-86
- Bell D. 1982. Regret in decision making under uncertainty. Opin. Res. 20:961-81
- Bell D. 1985. Disappointment in decision making under uncertainty. Opin. Res. 33: 1-27
- Birnbaum MH. 1983. Base rates in Bayesian inference: signal detection analysis of the cab problem. Am. J. Psychol. 96:85-94
- Birnbaum MH. 1992. Issues in utility meas- urement. Org. Behav. Hum. Decis. Proc- ess. 52:319-30
- Birnbaum MH, Beeghley D. 1997. Violations of branch independence in judgments of the value of gambles. Psychol. Sci. 8: 87-94
- Birnbaum MH, Coffey G, Mellers BA, Weiss R. 1992. Utility measurement: configural- weight theory and the judge's point of view. J. Exp. Psychol. Hum. Percept. Per- form. 18:331-46
- Birnbaum MH, McIntosh WR. 1996. Viola- tions of branch independence in choices between gambles. Org. Behav. Hum. De- cis. Process. 67:91-110
- Birnbaum MH, Sutton SE. 1992. Scale con- vergence and utility measurement. Org. Behav. Hum. Decis. Process. 52:183-215
- Birnbaum MH, Thompson LA, Bean DJ. 1997. Tests of interval independence vs. configural weighting using judgments of strength of preference. J. Exp. Psychol.: Hum. Percept. Perform. In press
- Birnbaum MH, Viera R. 1997. Configural weighting in two-and four-outcome gam- bles. J. Exp. Psychol.: Hum. Percept. Per- form. 23:939-47
- Bodenhausen GV, Kramer GP, Susser K. 1994. Happiness and stereotypic thinking in social judgment. J. Pers. Soc. Psychol. 66:621-32
- Boles TL, Messick DM. 1995. A reverse out- come bias: the influence of multiple refer- ence points on the evaluation of outcomes and decisions. Org. Behav. Hum. Decis. Process. 61:262-75
- Bontempo RN, Bottom WP, Weber EU. 1997. Cross-cultural differences in risk percep- tion: a model-based approach. Risk Anal. 17:479-88
- Brenner LA, Koehler DJ, Liberman V, Tver- sky A. 1996. Overconfidence in probabil- ity and frequency judgments: a critical ex- amination. Org. Behav. Hum. Decis. Proc- ess. 65:212-19
- Busemeyer JR, Medin DL, Hastie R, eds. 1995. Decision Making from a Cognitive Perspective. San Diego: Academic
- Busemeyer JR, Townsend JT. 1993. Decision field theory: a dynamic-cognitive ap- proach to decision making in an uncertain environment. Psychol. Rev. 100:432-59
- Camerer C. 1995. Individual decision making. See Kagel & Roth 1995, pp. 587-703
- Camerer C. 1990. Behavioral game theory. In Insights in Decision Making, ed. RM Ho- garth, pp. 311-36. Chicago: Univ Chicago Press
- Camerer C. 1995. Individual decision making. In The Handbook of Experimental Eco- nomics, ed. JH Kagel, AE Roth, pp. 587- 703. Princeton, NJ: Princeton Univ. Press Camerer C, Weber M. 1992. Recent develop- ments in modeling preferences: uncer- tainty and ambiguity. J. Risk Uncertain. 5:325-70
- Chapman GB. 1996a. Temporal discounting and utility for health and money. J. Exp. Psychol. Learn. Mem. Cogn. 22:771-91
- Chapman GB. 1996b. Expectations and pref- erences for sequences of health and money. Org. Behav. Hum. Decis. Process. 67:59-75
- Chechile R, Cooke AC. 1996. An experimen- tal test of a general class of utility models: evidence for context dependency. J. Risk Uncertain. 14:75-93
- Cho Y, Luce RD. 1995. Tests of hypotheses about certainty equivalents and joint re- ceipt of gambles. Org. Behav. Hum. Decis. Process. 64:229-48
- Cho Y, Luce RD, von Winterfeldt D. 1994. Tests of assumptions about the joint re- ceipt of gambles in rank-and sign- dependent utility theory. J. Exp. Psychol.: Hum. Percept. Perform. 20:931-43
- Christensen C, Heckerling P, Mackesy-Amiti ME, Bernstein LM, Elstein AS. 1995. Per- vasiveness of framing effects among phy- sicians and medical students. J. Behav. De- cis. Mak. 8:169-80
- Chung N, von Winterfeldt D, Luce RD. 1994. An experimental test of event commutativ- ity in decision making under uncertainty. Psychol. Sci. 5:394-400
- Cooke ADJ, Mellers BA. 1997. Multiattribute judgment: context effects in single attrib- utes. J. Exp. Psychol.: Hum. Percept. Per- form. In press
- Coombs CH, Lehner PE. 1984. Conjoint de- sign and analysis of the bilinear model: an application to judgments of risk. J. Math. Psychol. 28:1-42
- Cosmides L, Tooby J. 1996. Are humans good intuitive statisticians after all? Rethinking some conclusions from the literature on judgment under uncertainty. Cognition 58:1-73
- Dawes RM. 1997. Judgment, decision making, and interference. In The Handbook of So- cial Psychology, ed. D Gilbert, S Fiske, G Lindzey. Boston, MA: McGraw-Hill. pp. 497-548
- Dawes RM, Mulford M. 1996. The false con- sensus effect and overconfidence: flaws in judgment or flaws in how we study judg- ment? Org. Behav. Hum. Decis. Process. 65:201-11
- de Dreu CKW, Carnevale PJD, Emans BJM, van de Vliert E. 1994. Effects of gain-loss frames in negotiation: loss aversion, mis- matching, and frame adoption. Org. Be- hav. Hum. Decis. Process. 60:90-107
- Diederich A. 1997. Dynamic stochastic mod- els for decision making under time con- straints. J. Math. Psychol. 41:260-74
- Dougherty MRP, Gettys CF, Oden EE. 1997. MINERVA-DM: a memory processes model for judgments of likelihood. Psy- chol. Rev. In press
- Edwards W. 1961. Behavioral decision theory. Annu. Rev. Psychol. 12:473-98
- Edwards W. 1991. Influence diagrams, Bayes- ian imperialism, and the Collins case: an appeal to reason. Cardozo Law Rev. 13: 1025-74
- Edwards W. 1992. Utility Theories: Measure- ments and Applications. Boston: Kluwer Edwards W, Barron FH. 1994. SMARTS and SMARTER: improved simple methods for multiattribute utility measurement. Org. Behav. Hum. Decis. Process. 60:306-25
- Einhorn HJ, Hogarth RM. 1981. Behavioral decision theory: processes of judgment and choice. Annu. Rev. Psychol. 32:53-88
- Elster J. 1989. Social norms and economic the- ory. J Econ. Per. 3:99-117
- Erev I, Wallsten TS, Budescu DV. 1994. Si- multaneous over-and underconfidence: the role of error in judgment processes. Psychol. Rev. 101:519-27
- Estrada CA, Isen AM, Young MJ. 1994. Posi- tive affect improves creative problem solv- ing and influences reported source of prac- tice satisfaction in physicians. Motiv. Emot. 18:285-99
- Fagley NS, Miller PM. 1990. The effect of framing on choice: interactions with risk taking propensity, cognitive style, and sex. Person. Soc. Psychol. Bull. 16:496-510
- Fiedler K. 1988. Emotional mood, cognitive style, and behavioral regulation. In Affect, Cognition, and Social Behavior, ed. K Fielder, J Forgas, pp. 100-19. Toronto: Hogrefe Int.
- Fischer GW. 1995. Range sensitivity of attrib- ute weights in multiattribute value models. Org. Behav. Hum. Decis. Process. 62: 252-66
- Fischer GW, Hawkins SA. 1993. Strategy compatibility, scale compatibility, and the prominence effect. J. Exp. Psychol.: Hum. Percept. Perform. 19:580-97
- Fischhoff B, Bostrom A, Quadrel MJ. 1997. Risk perception and communication. In Oxford Textbook of Public Health, ed. R Detels, W Holland, J McEwen, GS Omenn, pp. 987-1002. Oxford, UK: Ox- ford Univ. Press
- Fischhoff B, Furby L. 1988. Measuring val- ues: a conceptual framework for interpret- ing transactions. J. Risk Uncertain. 1: 147-84
- Fischhoff B, Lichtenstein S, Slovic P, Derby SC, Keeney RL. 1981. Acceptable Risk. Cambridge: Cambridge Univ. Press
- Fiske AP. 1992. The four elementary forms of sociality: framework for a unified theory of social relations. Psychol. Rev. 99: 689-723
- Fiske AP, Tetlock PE. 1997. Taboo tradeoffs: reactions to transactions that transgress the domains of relationships. Polit. Psychol. 18:255-97
- Flynn J, Slovic P, Mertz CK. 1994. Gender, race, and perception of environmental health risks. Risk Anal. 14:1101-8
- Fox CR, Rogers BA, Tversky A. 1996. Op- tions traders exhibit subaddititve decision weights. J. Risk Uncertain. 13:5-17
- Fox CR, Tversky A. 1995. Ambiguity aver- sion and comparative ignorance. Q. J. Econ. 110:585-603
- Fox CR, Tversky A. 1997. A belief-based ac- count of decision under uncertainty. Man- age. Sci. In press
- Fredrickson BL, Kahneman D. 1993. Duration neglect in retrospective evaluations of af- fective episodes. J. Pers. Soc. Psychol. 65: 45-55
- Frisch D. 1993. Reasons for framing effects. Org. Behav. Hum. Decis. Process. 54: 399-429
- Frisch D, Clemen RT. 1994. Beyond expected utility: rethinking behavioral decision re- search. Psychol. Bull. 116:46-54
- Garland H, Newport S. 1991. Effects of abso- lute and relative sunk costs on the decision to persist with a course of action. Org. Be- hav. Hum. Decis. Process. 48:55-69
- Gigerenzer G. 1991. How to make cognitive illusions disappear: beyond "heuristics and biases." Eur. Rev. Soc. Psychol. 2: 83-115
- Gigerenzer G. 1993. The bounded rationality of probabilistic mental models. In Ration- ality: Psychological, and Philosophical Perspectives, ed. KI Manktelow, DE Over, pp. 243-313. London: Routledge
- Gigerenzer G. 1996. Rationality: why social context matters. In Interactive Minds: Life-span Perspectives on the Social Foun- dation of Cognition, ed. P Baltes, UM Staudinger, pp. 319-46. Cambridge: Cam- bridge Univ. Press
- Gigerenzer G. 1997. Bounded rationality: models of fast and frugal inference. Swiss J. Econ. Stat. 133:201-18
- Gigerenzer G, Goldstein D. 1996. Reasoning the fast and frugal way: models of bounded rationality. Psychol. Rev. 103:650-69
- Gigerenzer G, Hoffrage U. 1995. How to im- prove Bayesian reasoning without instruc- tion: frequency formats. Psychol. Rev. 102:684-704
- Gigerenzer G, Hoffrage U, Kleinbolting H. 1991. Probabilistic mental models: a Bruns- wikian theory of confidence. Psychol. Rev. 98:506-28
- Gilovich T, Medvec VH. 1994. The temporal pattern to the experience of regret. J. Pers. Soc. Psychol. 67:357-65
- Gilovich T, Medvec VH. 1995. The experi- ence of regret: what, why, and when. Psy- chol. Rev. 102:379-95
- Gluck MA, Bower GH. 1988. From condition- ing to category learning: an adaptive net- work model. J. Exp. Psychol. 117:227-47
- Green DP, Kahneman D, Kunreuther H. 1994. How the scope and method of public fund- ing affect willingness to pay for public goods. Public Opin. Q. 58:49-67
- Gregory R, Brown TC, Knetsch JL. 1996. Valuing risks to the environment. Ann. Am. Acad. Polit. Soc. Sci. 545:54-63
- Griffin D, Tversky A. 1992. The weighing of evidence and the determinants of confi- dence. Cogn. Psychol. 24:411-35
- Hammond K. 1996. Human Judgment and So- cial Policy. New York: Oxford Univ. Press
- Heath C, Tversky A. 1990. Preference and be- lief: ambiguity and competence in choice under uncertainty. In Contemporary Issues in Decision Making, ed. K Borcherding, OI Larichev, DM Messick, pp. 93-123. Amsterdam: North-Holland
- Hogarth RM, Kunreuther H. 1992. Pricing in- surance and warranties: ambiguity and correlated risks. Geneva Pap. Risk Insur. Theory 17(1):35-60
- Hogarth RM, Kunreuther H. 1995. Decision making under ignorance: arguing with yourself. J. Risk Uncertain. 10:15-36
- Howard R, Matheson J. 1984. Influence dia- grams. In II Readings on the Principles and Applications of Decision Analysis, ed.
- R Howard, J Matheson, pp. 721-62. Menlo Park, CA: Strat. Decis.
- Hsee C. 1996. The evaluability hypothesis: an explanation for preference reversals be- tween joint and separate evaluations of al- ternatives. Org. Behav. Hum. Decis. Proc- ess. 67:247-57
- Huber J, Payne JW, Puto C. 1982. Adding asymmetrically dominated alternatives: violations of regularity and the similarity hypothesis. J. Consum. Res. 9:90-98
- Irwin JR. 1994. Buying/selling price prefer- ence reversals: preference for environ- mental changes in buying versus selling modes. Org. Behav. Hum. Decis. Process. 60:431-57
- Irwin JR, Slovic P, Lichtenstein S, McClel- land GH. 1993. Preference reversals and the measurement of environmental values. J. Risk Uncertain. 6:5-18
- Isen AM. 1993. Positive affect and decision making. In Handbook of Emotions, ed. M Lewis, JM Haviland, pp. 261-77. New York: Guilford
- Johnson EJ, Hershey J, Meszaros J, Kun- reuther H. 1993. Framing, probability dis- tortions, and insurance decisions. J. Risk Uncertain. 7:35-51
- Jones-Lee MW, Loomes G. 1995. Scale and context effects in the valuation of transpor- tation safety. J. Risk Uncertain. 11: 183-203
- Josephs RA, Larrick RP, Steele CM, Nisbett RE. 1992. Protecting the self from the negative consequences of risky decisions. J. Pers. Soc. Psychol. 62:26-37
- Juslin P. 1994. The overconfidence phenome- non as a consequence of informal experimenter-guided selection of almanac items. Org. Behav. Hum. Decis. Process. 57:226-46
- Juslin P, Olsson H, Bjorkman M. 1997. Brunswikian and Thurstonian origins of bias in probability assessment: on the in- terpretation of stochastic components of judgment. J. Behav. Decis. Mak. In press Kagel JH, Roth AE, eds. 1995. The Handbook of Experimental Economics. Princeton, NJ: Princeton Univ. Press
- Kahn BE, Isen AM. 1993. The influence of positive affect on variety seeking among safe, enjoyable products. J. Consum. Res. 20:257-70
- Kahneman D. 1994. New challenges to the ra- tionality assumption. J. Inst. Theor. Econ. 150:18-36
- Kahneman D. 1995. Varieties of counterfac- tual thinking. See Roese & Olson 1995. pp. 375-96
- Kahneman D, Fredrickson BL, Schreiber CA, Redelmeier DA. 1993a. When more pain is preferred to less: adding a better end. Psy- chol. Sci. 4:401-5
- Kahneman D, Knetsch JL. 1992. Valuing pub- lic goods: the purchase of moral satisfac- tion. J. Environ. Econ. Manage. 22:55-70
- Kahneman D, Knetsch JL, Thaler RH. 1990. Experimental tests of the endowment ef- fect and the Coase theorem. J. Polit. Econ. 98:1325-48
- Kahneman D, Lovallo D. 1993. Timid choices and bold forecasts: a cognitive perspective on risk taking. Manage. Sci. 39:17-31
- Kahneman D, Ritov I. 1994. Determinants of stated willingness to pay for public goods: a study in the headline method. J. Risk Un- certain. 9:5-38
- Kahneman D, Ritov I, Jacowitz JE, Grant P. 1993b. Stated willingness to pay for public goods: a psychological perspective. Psy- chol. Sci. 4:310-15
- Kahneman D, Tversky A. 1979. Prospect the- ory: an analysis of decision under risk. Econometrica 47:263-91
- Kashima Y, Maher P. 1995. Framing of deci- sions under ambiguity. J. Behav. Decis. Mak. 8:33-49
- Keeney RL, Raiffa H. 1976. Decisions with Multiple Objectives: Preferences and Value Tradeoffs. New York: Wiley Koehler JJ. 1996. The base rate fallacy recon- sidered: descriptive, normative, and meth- odological challenges. Behav. Brain Sci. 19:1-53
- Kraus N, Malmfors T, Slovic P. 1992. Intui- tive toxicology: expert and lay judgments of chemical risks. Risk Anal. 12:215-32
- Kruschke JK. 1996. Base rates in category learning. J. Exp. Psychol. Learn. Mem. Cogn. 22:3-26
- Kühberger A. 1995. The framing of decisions: a new look at old problems. Org. Behav. Hum. Decis. Process. 62:230-40
- Kunreuther H, Meszaros J, Hogarth RM, Spranca M. 1995. Ambiguity and under- writer decision processes. J. Econ. Behav. Org. 26:337-52
- Landman J. 1993. Regret: The Persistence of the Possible. Oxford: Oxford Univ. Press Larrick RP, Nisbett RE, Morgan JN. 1993. Who uses the cost-benefit rules of choice? Implications for the normative status of microeconomic theory. Org. Behav. Hum. Decis. Process. 56:331-47
- Lewinsohn S, Mano H. 1993. Multiattribute choice and affect: the influence of natu- rally occurring and manipulated moods on choice processes. J. Behav. Decis. Mak. 6:33-51
- Link SW. 1992. The Wave Theory of Differ- ence and Similarity. Hillsdale, NJ: Erl- baum
- Loewenstein GF, Elster J, eds. 1992. Choice Over Time. New York: Russell Sage Found.
- Loewenstein GF, Issacharoff S. 1994. Source dependence in the valuation of objects. J. Behav. Decis. Mak. 7:157-68
- Loewenstein GF, Prelec D. 1993. Preferences for sequences of outcomes. Psychol. Rev. 100:91-108
- Loomes G, Sugden R. 1982. Regret theory: an alternative theory of rational choice under uncertainty. Econ. J. 92:805-24
- Loomes G, Sugden R. 1986. Disappointment and dynamic consistency in choice under uncertainty. Rev. Econ. Stud. 53:271-82
- Lopes LL. 1990. Re-modeling risk aversion: a comparison of Bernoullian and rank de- pendent value approaches. In Acting Un- der Uncertainty: Multidisciplinary Con- ceptions, ed. GM von Furstenberg, pp. 267-99. Boston: Kluwer
- Lopes LL. 1994. Psychology and economics: perspectives on risk, cooperation, and the marketplace. Annu. Rev. Psychol. 45: 197-227
- Lopes LL. 1995. Algebra and process in the modeling of risky choice. In The Psychol- ogy of Learning and Motivation, ed. JR Busemeyer, DL Medin, R Hastie, 32: 177-219. San Diego: Academic Lopes LL. 1996. When time is of the essence: averaging, aspiration, and the short run. Org. Behav. Hum. Decis. Process. 65: 179-89
- Luce M, Bettman J, Payne JW. 1997. Choice processing in emotionally difficult deci- sions. J. Exp. Psychol. Learn. Mem. Cogn. 23:384-405
- Luce RD. 1991. Rank-and sign-dependent lin- ear utility models for binary gambles. J. Econ. Theory 53:75-100
- Luce RD. 1996. When four distinct ways to measure utility are the same. J. Math. Psy- chol. 40:297-317
- Luce RD, Fishburn PC. 1991. Rank-and sign- dependent linear utility models for finite first-order gambles. J. Risk Uncertain. 4: 29-59
- Luce RD, Fishburn PC. 1995. A note on deriv- ing rank-dependent utility using additive joint receipts. J. Risk Uncertain. 11: 5-16
- Luce RD, Weber EU. 1986. An axiomatic the- ory of conjoint, expected risk. J. Math. Psychol. 30:188-205
- Mano H. 1992. Judgments under distress: as- sessing the role of unpleasantness and arousal in judgment formation. Org. Be- hav. Hum. Decis. Process. 52:216-45
- Mano H. 1994. Risk taking, framing effects, and affect. Org. Behav. Hum. Decis. Proc- ess. 57:38-58
- March JG. 1994. A Primer of Decision Mak- ing. New York: Free March JG. 1996. Learning to be risk averse. Psychol. Rev. 103:309-19
- Markman AB, Medin DL. 1995. Similarity and alignment in choice. Org. Behav. Hum. Decis. Process. 63:117-30
- McCarthy AM, Schoorman FD, Cooper AC. 1993. Reinvestment decisions by entre- preneurs: rational decision-making or es- calation of commitment? J. Bus. Vent. 8: 9-24
- Medin DL, Edelson SM. 1988. Problem struc- ture and the use of base-rate information from experience. J. Exp. Psychol. 117: 68-85
- Mellers BA, Biagini K. 1994. Similarity and choice. Psychol. Rev. 101:505-18
- Mellers BA, Chang S. 1994. Representations of risk judgments. Org. Behav. Hum. De- cis. Process. 57:167-84
- Mellers BA, Chang S, Birnbaum MH, Ordóñez LD. 1992a. Preferences, prices, and ratings in risky decision making. J. Exp. Psychol.: Hum. Percept. Perform. 18: 347-61
- Mellers BA, Cooke ADJ. 1994. Trade-offs de- pend on attribute range. J. Exp. Psychol.: Hum. Percept. Perform. 20:1055-67
- Mellers BA, Cooke ADJ. 1996. The role of task and context in preference measure- ment. Psychol. Sci. 7:76-82
- Mellers BA, Schwartz A, Ho K, Ritov I. 1997a. Decision affect theory: emotional reactions to the outcomes of risky options. Psychol. Sci. In press
- Mellers BA, Schwartz A, Weber EU. 1997b. Another look at the reflection effect. In Choices, Decisions, and Measurement: Essays in Honor of R. Duncan Luce, ed. AA Marley, pp. 57-72. Mahwah, NJ: Erl- baum
- Mellers BA, Weber EU, Ordóñez LD, Cooke ADJ. 1995. Utility invariance despite la- bile preferences. See Busemeyer et al 1995, pp. 221-46
- Mellers BA, Weiss R, Birnbaum MH. 1992b. Violations of dominance in pricing judg- ments. J. Risk Uncertain. 5:73-90
- Miyamoto JM. 1988. Generic utility theory: measurement foundations and applications in multiattribute utility theory. J. Mark. Res. 54:174-205
- Miyamoto JM. 1992. Generic analysis of util- ity models. In Utility Theories: Measure- ments and Applications, ed. W Edwards, pp. 73-108. Boston: Kluwer
- Morawski P. 1989. Understanding Bayesian belief networks. AI Expert. 4:44-48
- Nelson MW. 1996. Context and the inverse base rate effect. J. Behav. Decis. Mak. 9: 23-40
- Nowlis SM, Simonson I. 1997. Attribute-task compatibility as a determinant of con- sumer preference reversals. J. Mark. Res. 34:205-18
- Nygren TE, Isen AM, Taylor PJ, Dulin J. 1996. The influence of positive affect on the decision rule in risk situations: Focus on outcome (and especially avoidance of loss) rather than probability. Org. Behav. Hum. Decis. Process. 66:59-72
- Ordóñez LD, Mellers BA, Chang S, Roberts J. 1995. Are preference reversals reduced when made explicit? J. Behav. Decis. Mak. 8:265-77
- Paese PW, Bieser M, Tubbs ME. 1993. Fram- ing effects and choice shifts in group deci- sion making. Org. Behav. Hum. Decis. Process. 56:149-65
- Parducci A. 1995. Happiness, Pleasure, and Judgment: The Contextual Theory and Its Applications. Mahwah, NJ: Lawrence Erl- baum
- Payne JW, Bettman JR, Johnson EJ. 1992. Be- havioral decision research: a constructive processing perspective. Annu. Rev. Psy- chol. 43:87-131
- Pearl J. 1988. Probabilistic Reasoning in In- telligent Systems: Networks of Plausible Inference. San Mateo, CA: Morgan Kauf- man
- Pennington N, Hastie R. 1992. Explaining the evidence: tests of the story model for juror decision making. J. Pers. Soc. Psychol. 62:189-206
- Pennington N, Hastie R. 1993. Reasoning in explanation-based decision making. Cog- nition 49:123-63
- Peters E, Slovic P. 1997. The role of affect and world views as orienting dispositions in the perception and acceptance of nuclear power. J. Appl. Soc. Psychol. 26:1427-53
- Pfeifer PE. 1994. Are we overconfident in the belief that probability forecasters are over- confident? Org. Behav. Hum. Decis. Proc- ess. 58:203-13
- Pitz GF, Sachs NJ. 1984. Judgment and deci- sion: theory and application. Annu. Rev. Psychol. 35:139-63
- Prelec D, Herrnstein RJ. 1991. In Strategy and Choice, ed. RJ Zeckhauser, pp. 319-40. Cambridge, MA: MIT Press
- Rapoport A, Wallsten TS. 1972. Individual de- cision behavior. Annu. Rev. Psychol. 23: 131-76
- Ratcliff R. 1978. A theory of memory re- trieval. Psychol. Rev. 85:59-108
- Redelmeier DA, Kahneman D. 1996. Patients' memories of painful medical treatments: real-time and retrospective evaluations of two minimally invasive procedures. Pain 66(1):3-8
- Richard R, van der Pligt J, de Vries N. 1996. Anticipated regret and time perspective: changing sexual risk-taking behavior. J. Behav. Decis. Mak. 9:185-99
- Ritov I. 1996. Probability of regret: anticipa- tion of uncertainty resolution in choice. Org. Behav. Hum. Decis. Process. 66: 228-36
- Ritov I, Baron J. 1990. Reluctance to vacci- nate: omission bias and ambiguity. J. Be- hav. Decis. Mak. 3:263-77
- Ritov I, Baron J. 1995. Outcome knowledge, regret, and omission bias. Org. Behav. Hum. Decis. Process. 64:119-27
- Ritov I, Baron J, Hershey JC. 1993. Framing effects in the evaluation of multiple risk re- duction. J. Risk Uncertain. 6:145-59
- Roese NJ, Olson JM, eds. 1995. What Might Have Been: The Social Psychology of Counterfactual Thinking. Mahwah, NJ: Erlbaum
- Russo JE, Kolzow KJ. 1994. Where is the fault in fault trees? J. Exp. Psychol.: Hum. Per- cept. Perform. 20:17-32
- Schkade DA, Payne JW. 1994. How people re- spond to contingent valuation questions: a verbal protocol analysis of willingness to pay for an environmental regulation. J. En- viron. Econ. 26:88-109
- Schneider SL. 1992. Framing and conflict: as- piration level, contingency, the status quo, and current theories of risky choice. J. Exp. Psychol. Learn. Mem. Cogn. 18:1040-57
- Schneider SL. 1995. Item difficulty, discrimi- nation, and the confidence-frequency ef- fect in a categorical judgment task. Org. Behav. Hum. Decis. Process. 61:148-67
- Schoemaker PJH. 1993. Determinants of risk- taking: behavioral and economic views. J. Risk Uncertain. 6:49-73
- Schweitzer M. 1995. Multiple reference points, framing, and the status quo bias in health care financing decisions. Org. Be- hav. Hum. Decis. Process. 63:69-72
- Shafer G. 1996. Probabilistic Expert Systems. Philadelphia, PA: SIAM
- Shafir E, Simonson I, Tversky A. 1993. Reason-based choice. Cognition 49:11-36
- Shapira Z. 1995. Risk Taking: A Managerial Perspective. New York: Russell Sage Found.
- Shelley MK. 1994. Gain/loss asymmetry in risky intertemporal choice. Org. Behav. Hum. Decis. Process. 59:124-59
- Simonson I. 1989. Choice based on reasons: the case of attraction and compromise ef- fects. J. Consum. Res. 16:158-74
- Simonson I. 1992. The influence of anticipat- ing regret and responsibility on purchase decisions. J. Consum. Res. 19:105-18
- Simonson I, Nye P. 1992. The effect of ac- countability on susceptibility to decision errors. Org. Behav. Hum. Decis. Process. 51:416-46
- Simonson I, Staw BM. 1992. Deescalation strategies: a comparison of techniques for reducing commitment to losing courses of action. J. Appl. Psychol. 77:419-26
- Simonson I, Tversky A. 1992. Choice in con- text: tradeoff contrast and extremeness aversion. J. Mark. Res. 29:281-95
- Slovic P. 1972. From Shakespeare to Simon: speculations-and some evidence-about man's ability to process information. Res. Bull. Ore. Res. Inst. 12:1-29
- Slovic P. 1996. Trust, emotion, sex, politics, and science: surveying the risk-assessment battlefield. In Psychological Perspectives to Environment and Ethics in Manage- ment, ed. M Bazerman, D Messick, A Ten- brunsel, K Wade-Benzoni, pp. 277-313. San Francisco: Jossey-Bass
- Slovic P, Fischhoff B, Lichtenstein S. 1977. Behavioral decision theory. Annu. Rev. Psychol. 28:1-39
- Slovic P, Flynn J, Mertz CW, Mullican L. 1993. Health Risk Perception in Canada. Rep. No. 93-EHD-170. Ottawa: Dep. Natl. Health Welf.
- Sniezek JA, Paese PW, Switzer FS. 1990. The effect of choosing on confidence in choice. Org. Behav. Hum. Decis. Process. 46: 264-82
- Spranca M, Minsk E, Baron J. 1991. Omission and commission in judgment and choice. J. Exp. Soc. Psychol. 27:76-105
- Stevenson MK. 1992. The impact of temporal context and risk on the judged value of fu- ture outcomes. Org. Behav. Hum. Decis. Process. 52:455-91
- Stevenson MK. 1993. Decision making with long-term consequences: temporal dis- counting for single and multiple outcomes in the future. J. Exp. Psychol. 122:3-22
- Sullivan K, Kida T. 1995. The effect of multi- ple reference points and prior gains and losses on managers' risky decision mak- ing. Org. Behav. Hum. Decis. Process. 64: 76-83
- Sunstein CR. 1997. Which Risks First? Univ. Chicago Legal Forum. Chicago: Univ. Chicago Press. In press
- Tan H, Yates JF. 1995. Sunk cost effects: the influences of instruction and future return estimates. Org. Behav. Hum. Decis. Proc- ess. 63:311-19
- Tetlock PE. 1992. The impact of accountabil- ity on judgment and choice: toward a so- cial contingency model. Adv. Exp. Soc. Psychol. 25:331-76
- Tetlock PE, Boettger R. 1994. Accountability amplifies the status quo effect when change creates victims. J. Behav. Decis. Mak. 7:1-23
- Tetlock PE, Kim JI. 1987. Accountability and judgment processes in a personality pre- diction task. J. Pers. Soc. Psychol. 52: 700-9
- Tetlock PE, Peterson RS, Lerner JS. 1996. Re- vising the value pluralism model: incorpo- rating social content and context postu- lates. In The Psychology of Values, ed. C Seligman, JM Olson, MP Zanna, pp. 25-51. Mahwah, NJ: Erlbaum
- Thaler R. 1993. Advances in Behavioral Fian- ance. New York: Russell Sage Thaler RH, Tversky A, Kahneman D, Schwartz A. 1997. An experimental test of myopic loss aversion. Q. J. Econ. 112: 647-61
- Tversky A, Fox CR. 1995. Weighing risk and uncertainty. Psychol. Rev. 102:269-83
- Tversky A, Kahneman D. 1974. Judgment un- der uncertainty: heuristics and biases. Sci- ence 185:1124-31
- Tversky A, Kahneman D. 1981. The framing of decisions and the psychology of choice. Science 211:453-58
- Tversky A, Kahneman D. 1992. Advances in prospect theory: cumulative representation of uncertainty. J. Risk Uncertain. 5: 297-323
- Tversky A, Koehler DJ. 1994. Support theory: a nonextensional representation of subjec- tive probability. Psychol. Rev. 101:547-67
- Tversky A, Sattath S, Slovic P. 1988. Contin- gent weighting in judgment and choice. Psychol. Rev. 95:371-84
- Tversky A, Shafir E. 1992a. Choice under con- flict: the dynamics of deferred decision. Psychol. Sci. 3:358-61
- Tversky A, Shafir E. 1992b. The disjunction effect in choice under uncertainty. Psy- chol. Sci. 3:305-9
- Tversky A, Simonson I. 1993. Context-de- pendent preferences. Manage. Sci. 39: 1179-89
- van Schie ECM, van der Pligt J. 1995. Influ- encing risk preference in decision making: the effects of framing and salience. Org. Behav. Hum. Decis. Process. 63:264-75
- Varey C, Kahneman D. 1992. Experiences ex- tended across time: evaluation of moments and episodes. J. Behav. Decis. Mak. 5: 169-85
- von Nitzsch R, Weber M. 1993. The effect of attribute ranges on weights in multiattrib- ute utility measurements. Manage. Sci. 39: 937-43
- von Winterfeldt D, Chung N, Luce RD, Cho Y. 1997. Tests of consequence monotoncity in decision making under uncertainty. J. Exp. Psychol. Learn. Mem. Cogn. 23: 406-26
- von Winterfeldt D, Edwards W. 1986. Deci- sion Analysis and Behavioral Research. New York: Cambridge Univ. Press
- Wakker P, Tversky A. 1993. An axiomatiza- tion of cumulative prosect theory. J. Risk Uncertain. 7:147-56
- Weber EU, Anderson CJ, Birnbaum MH. 1992. A theory of perceived risk and at- tractiveness. Org. Behav. Hum. Decis. Process. 52:492-523
- Weber EU, Böckenholt U, Hilton DJ, Wallace B. 1993. Determinants of diagnostic hy- pothesis generation: effects of informa- tion, base rates, and experience. J. Exp. Psychol. Learn. Mem. Cogn. 19:1151-64
- Weber EU, Milliman RA. 1997. Perceived risk attitudes: relating risk perception to risky choice. Manage. Sci. 43:123-44
- Weber M, Borcherding K. 1993. Behavioral influences on weight judgments in multiat- tribute decision making. Eur. J. Opin. Res. 67:1-12
- Wedell DH. 1991. Distinguishing among models of contextually induced preference reversals. J. Exp. Psychol. Learn. Mem. Cogn. 17:767-78
- Wedell DH, Pettibone JC. 1996. Using judg- ments to understand decoy effects in choice. Org. Behav. Hum. Decis. Process. 67:326-44
- Wilson R, Crouch E. 1982. Risk/Benefit Analysis. Cambridge, MA: Balllinger Wright WF, Bower GH. 1992. Mood effects on subjective probability assessment. Org. Behav. Hum. Decis. Process. 52:276-91
- Wu G, Gonzales R. 1996. Curvature of the probability weighting function. Manage. Sci. 42:1676-90
- Yates JF, ed. 1992. Risk-Taking Behavior. New York: Wiley
- Yates JF, Stone ER. 1992. The risk construct. In Risk-Taking Behavior, ed. JF Yates, pp. 1-25. New York: Wiley Zeelenberg M, Beattie J, van der Pligt J, de Vries NK. 1996. Consequences of regret aversion: effects of expected feedback on risky decision making. Org. Behav. Hum. Decis. Process. 65:148-58