Decision field theory: a dynamic-cognitive approach to decision making in an uncertain environment.

Decision field theory provides for a mathematical foundation leading to a dynamic, stochastic theory of decision behavior in an uncertain environment. This theory is used to explain (a) violations of stochastic dominance, (b) violations of strong stochastic transitivity, (c) violations of independence between alternatives, (d) serial position effects on preference, (e) speed-accuracy trade-off effects in decision making, (f) the inverse relation between choice probability and decision time, (g) changes in the direction of preference under time pressure, (h) slower decision times for avoidance as compared with approach conflicts, and (i) preference reversals between choice and selling price measures of preference. The proposed theory is compared with 4 other theories of decision making under uncertainty.

[1]  W. James,et al.  The Principles of Psychology. , 1983 .

[2]  N. Lewis A dynamic theory of personality , 1935 .

[3]  J. F. Dashiell,et al.  Affective Value-Distances as a Determinant of Esthetic Judgment-Times , 1937 .

[4]  C. L. Hull The goal-gradient hypothesis applied to some "field-force' problems in the behavior of young children. , 1938 .

[5]  Lewis M. Termann Studies in personality , 1942 .

[6]  J. Hunt,et al.  Personality and the behavior disorders , 1944 .

[7]  J. Neumann,et al.  Theory of games and economic behavior , 1945, 100 Years of Math Milestones.

[8]  Frederick Mosteller,et al.  An Experimental Measurement of Utility , 1951, Journal of Political Economy.

[9]  M. Allais Le comportement de l'homme rationnel devant le risque : critique des postulats et axiomes de l'ecole americaine , 1953 .

[10]  L L THURSTONE,et al.  The measurement of values. , 1960, Psychological review.

[11]  W. Edwards The prediction of decisions among bets. , 1955, Journal of experimental psychology.

[12]  Howard Raiffa,et al.  Games And Decisions , 1958 .

[13]  J. L. Myers,et al.  Effects of range of payoffs as a variable in risk taking. , 1960, Journal of experimental psychology.

[14]  M. Stone,et al.  Studies in mathematical learning theory. , 1960 .

[15]  D. Ellsberg Decision, probability, and utility: Risk, ambiguity, and the Savage axioms , 1961 .

[16]  J. L. Myers,et al.  Some Parameters of Risk-Taking Behavior , 1962 .

[17]  W. Edwards Subjective probabilities inferred from decisions. , 1962, Psychological review.

[18]  N. Anderson On the quantification of Miller's conflict theory. , 1962, Psychological review.

[19]  J. L. Myers,et al.  Range of Payoffs and Feedback in Risk Taking , 1962 .

[20]  L. Katz Monetary incentive and range of payoffs as determiners of risk taking. , 1962, Journal of experimental psychology.

[21]  Norman H. Anderson,et al.  Effects of concomitant verbal recall on order effects in personality impression formation , 1963 .

[22]  G M Becker,et al.  Probabilities of choices among very similar objects: an experiment to decide between two models. , 2007, Behavioral science.

[23]  Eugene Galanter,et al.  Handbook of mathematical psychology: I. , 1963 .

[24]  L. Katz,et al.  EFFECTS OF DIFFERENTIAL MONETARY GAIN AND LOSS ON SEQUENTIAL TWO-CHOICE BEHAVIOR. , 1964, Journal of experimental psychology.

[25]  J. L. Myers,et al.  Gain, cost, and event probability as determiners of choice behavior , 1964 .

[26]  S. Karlin,et al.  Mathematical Methods in the Social Sciences , 1962 .

[27]  J. L. Myers,et al.  Contingent gains and losses in a risk-taking situation , 1965 .

[28]  W. Edwards Optimal strategies for seeking information: Models for statistics, choice reaction times, and human information processing ☆ , 1965 .

[29]  S. Epstein,et al.  STEEPNESS OF APPROACH AND AVOIDANCE GRADIENTS IN HUMANS AS A FUNCTION OF EXPERIENCE: THEORY AND EXPERIMENT. , 1965, Journal of experimental psychology.

[30]  J. Griffiths The Theory of Stochastic Processes , 1967 .

[31]  Donald Laming,et al.  Information theory of choice-reaction times , 1968 .

[32]  A. Tversky Intransitivity of preferences. , 1969 .

[33]  A. Tversky,et al.  Substitutability and similarity in binary choices , 1969 .

[34]  J. W. Atkinson,et al.  On the dynamics of action. , 1970, Nederlands tijdschrift voor de psychologie en haar grensgebieden.

[35]  M. Degroot Optimal Statistical Decisions , 1970 .

[36]  Wayne Lee,et al.  Decision theory and human behavior , 1971 .

[37]  The Wiener process , 1971 .

[38]  Donald L. Rumelhart,et al.  Similarity between stimuli: An experimental test of the Luce and Restle choice models. , 1971 .

[39]  P. Slovic,et al.  Reversals of preference between bids and choices in gambling decisions. , 1971 .

[40]  H. Lindman Inconsistent preferences among gambles. , 1971 .

[41]  A. Tversky Elimination by aspects: A theory of choice. , 1972 .

[42]  Peter Wright The harassed decision maker: Time pressures, distractions, and the use of evidence. , 1974 .

[43]  S. Link,et al.  A sequential theory of psychological discrimination , 1975 .

[44]  George S. Avrunin,et al.  Single-Peaked Functions and the Theory of Preference. , 1977 .

[45]  Preference and the time to choose , 1977 .

[46]  Henry Montgomery,et al.  A Study of Intransitive Preferences using a Think Aloud Procedure , 1977 .

[47]  R. Ranyard,et al.  Risky decisions which violate transitivity and double cancellation , 1977 .

[48]  I. Janis,et al.  Decision Making: A Psychological Analysis of Conflict, Choice, and Commitment , 1977 .

[49]  C. Coombs,et al.  A theorem on single-peaked preference functions in one dimension , 1977 .

[50]  Donald G. Jamieson,et al.  Relation between probability of preferential choice and time to choose changes with practice. , 1978 .

[51]  Roger Ratcliff,et al.  A Theory of Memory Retrieval. , 1978 .

[52]  H. Lindman,et al.  Stimulus complexity and choice inconsistency among gambles , 1978 .

[53]  D. Vickers Decision processes in visual perception , 1979 .

[54]  A. Marley Multivariate stochastic processes compatible with “aspect” models of similarity and choice , 1981 .

[55]  H. Zur,et al.  The effect of time pressure on risky choice behavior , 1981 .

[56]  A. Tversky,et al.  The framing of decisions and the psychology of choice. , 1981, Science.

[57]  T. Wallsten,et al.  Processing probabilistic multidimensional information for decisions. , 1982 .

[58]  M. Machina "Expected Utility" Analysis without the Independence Axiom , 1982 .

[59]  J. Busemeyer Choice behavior in a sequential decision-making task☆☆☆ , 1982 .

[60]  P. Slovic,et al.  Preference Reversals: A Broader Perspective , 1983 .

[61]  Stochastische Theorien individuellen Wahlverhaltens , 1984 .

[62]  J. Busemeyer Decision making under uncertainty: a comparison of simple scalability, fixed-sample, and sequential-sampling models. , 1985, Journal of experimental psychology. Learning, memory, and cognition.

[63]  R. Shepard,et al.  Toward a universal law of generalization for psychological science. , 1987, Science.

[64]  Lola L. Lopes,et al.  [Advances in Experimental Social Psychology] Advances in Experimental Social Psychology Volume 20 Volume 20 || Between Hope and Fear: The Psychology of Risk , 1987 .

[65]  Ola Svenson,et al.  Change of preferences under time pressure: choices and judgements , 1987 .

[66]  David V. Budescu,et al.  Reflection of transitive and intransitive preferences: A test of prospect theory , 1987 .

[67]  S. Grossberg,et al.  Neural dynamics of decision making under risk: affective balance and cognitive-emotional interactions. , 1988, Psychological review.

[68]  George S. Avrunin,et al.  The Structure of Conflict , 1988 .

[69]  D M Ennis,et al.  Toward a universal law of generalization. , 1988, Science.

[70]  Jerome R. Busemeyer,et al.  Psychological models of deferred decision making , 1988 .

[71]  Eric J. Johnson,et al.  Adaptive Strategy Selection in Decision Making. , 1988 .

[72]  Henry C. Tuckwell,et al.  Introduction to theoretical neurobiology , 1988 .

[73]  H. Tuckwell Nonlinear and stochastic theories , 1988 .

[74]  Peter C. Fishburn,et al.  Expected utility: An anniversary and a new era , 1988 .

[75]  J. Busemeyer,et al.  Comparisons of elimination by aspects and suppression of aspects choice models based on choice response time , 1988 .

[76]  E. Roskam,et al.  Mathematical psychology in progress , 1989 .

[77]  Colin Camerer An experimental test of several generalized utility theories , 1989 .

[78]  A. A. J. Marley,et al.  A random utility family that includes many of the ‘classical’ models and has closed form choice probabilities and choice reaction times , 1989 .

[79]  Peter P. Wakker,et al.  Additive Representations of Preferences , 1989 .

[80]  P. Wakker Transforming Probabilities without Violating Stochastic Dominance , 1989 .

[81]  Rabi Bhattacharya,et al.  Stochastic processes with applications , 1990 .

[82]  Douglas H. Wedell,et al.  Moderation of Preference Reversals in the Long Run , 1990 .

[83]  R. Duncan Luce,et al.  Rational versus Plausible Accounting Equivalences in Preference Judgments , 1990 .

[84]  R. Duncan Luce,et al.  The effect on the preference-reversal phenomenon of using choice indifferences , 1990 .

[85]  R. Hogarth,et al.  Venture Theory: A Model of Decision Weights , 1990 .

[86]  Ulf Böckenholt,et al.  The effects of attractiveness, dominance, and attribute differences on information acquisition in multiattribute binary choice , 1991 .

[87]  P. Fishburn,et al.  Rank- and sign-dependent linear utility models for finite first-order gambles , 1991 .

[88]  Steven J. Sherman,et al.  Feature matching, unique features, and the dynamics of the choice process: Predecision conflict and postdecision satisfaction , 1991 .

[89]  Richard A. Heath,et al.  A general nonstationary diffusion model for two-choice decision-making , 1992 .

[90]  Jerome R. Busemeyer,et al.  Linking together different measures of preference: A dynamic model of matching derived from decision field theory , 1992 .

[91]  B. Mellers,et al.  Preferences, prices, and ratings in risky decision making. , 1992 .

[92]  Eric J. Johnson,et al.  Behavioral decision research: A constructive processing perspective. , 1992 .

[93]  Jerome R. Busemeyer,et al.  Measurement-free tests of a general state-space model of prototype learning , 1992 .

[94]  O. Svenson Differentiation and consolidation theory of human decision making: A frame of reference for the study of pre- and post-decision processes , 1992 .

[95]  R. Hogarth,et al.  Order effects in belief updating: The belief-adjustment model , 1992, Cognitive Psychology.

[96]  J. Townsend,et al.  Fundamental derivations from decision field theory , 1992 .

[97]  Jerome R. Busemeyer,et al.  The effect of "irrelevant" variables on decision making: Criterion shifts in preferential choice? , 1992 .

[98]  Jerome R. Busemeyer,et al.  Violations of the Speed-Accuracy Tradeoff Relation , 1993 .

[99]  Ola Svenson,et al.  Time pressure and stress in human judgment and decision making , 1993 .

[100]  T. Wallsten Time Pressure and Payoff Effects on Multidimensional Probabilistic Inference , 1993 .

[101]  Adele Diederich,et al.  A Diffusion Model For Intersensory Facilitation of Reaction Time , 1994 .

[102]  Decision Field Theory , 2022, Cognitive Choice Modeling.