Adaptive Strategy Selection in Decision Making.

Abstract : The authors examine the role of effort and accuracy in the adaptive use of decision processes. A computer simulation study that used the concept of elementary information processes identified heuristic choice strategies which approximate the accuracy of normative procedures while requiring substantially less effort. However, no single heuristic did well across all task and context conditions. Of particular interest was the finding that under time constraints, several heuristics were clearly more accurate than a normative procedure. Two process tracing studies showed a significant degree of correspondence between the efficient strategies for a given decision problem identified by the simulation and actual decision behavior. People were highly adaptive to changes in the nature of the alternatives available to them and to the presence of time pressure. (Author)

[1]  S. Fiske,et al.  The Handbook of Social Psychology , 1935 .

[2]  H. Simon,et al.  A Behavioral Model of Rational Choice , 1955 .

[3]  J. G. Miller,et al.  Information input overload and psychopathology. , 1960, The American journal of psychiatry.

[4]  Herbert A. Simon,et al.  The Sciences of the Artificial , 1970 .

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

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

[7]  Allen Newell,et al.  Human Problem Solving. , 1973 .

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

[9]  John W. Payne,et al.  Task complexity and contingent processing in decision making: An information search and protocol analysis☆ , 1976 .

[10]  L. Beach,et al.  A Contingency Model for the Selection of Decision Strategies , 1978 .

[11]  Gary McClelland,et al.  Equal versus Differential Weighting for Multiattribute Decisions: There are No Free Lunches , 1978 .

[12]  J. March.  Bounded rationality, ambiguity, and the engineering of choice , 1978 .

[13]  R. L. Keeney,et al.  Decisions with Multiple Objectives: Preferences and Value Trade-Offs , 1977, IEEE Transactions on Systems, Man, and Cybernetics.

[14]  H. J. Einhorn,et al.  Cognitive processes in choice and decision behavior , 1979 .

[15]  H A Simon,et al.  The theory of learning by doing. , 1979, Psychological review.

[16]  J. Bettman.  An information processing theory of consumer choice , 1979 .

[17]  W. Thorngate.  Efficient decision heuristics. , 1980 .

[18]  Oswald Huber,et al.  The influence of some task variables on cognitive operations in an information-processing decision model , 1980 .

[19]  J. Bettman,et al.  Effects of Prior Knowledge and Experience and Phase of the Choice Process on Consumer Decision Processes: A Protocol Analysis , 1980 .

[20]  J. Payne,et al.  Adding Asymmetrically Dominated Alternatives: Violations of Regularity & the Similarity Hypothesis. , 1981 .

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

[22]  Jennifer Crocker,et al.  Judgment of Covariation by Social Perceivers , 1981 .

[23]  Hillel J. Einhorn,et al.  Judgment under uncertainty: Learning from experience and suboptimal rules in decision making , 1982 .

[24]  John W. Payne,et al.  Contingent decision behavior. , 1982 .

[25]  Joshua Klayman,et al.  Analysis of Predecisional Information Search Patterns , 1983 .

[26]  N. Klein,et al.  Utility and decision strategies: a second look at the rational decision maker. , 1983, Organizational behavior and human performance.

[27]  Lee Roy Beach,et al.  Muddling through: a response to Yates and Goldstein. , 1983 .

[28]  B. Dosher,et al.  Strategies for multiattribute binary choice. , 1983, Journal of experimental psychology. Learning, memory, and cognition.

[29]  Allen Newell,et al.  The psychology of human-computer interaction , 1983 .

[30]  D Zakay,et al.  Time pressure, training and decision effectiveness. , 1984, Ergonomics.

[31]  John W. Payne,et al.  Effort and Accuracy in Choice , 1985 .

[32]  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.

[33]  John W. Payne,et al.  Cognitive Effort and Decision Making Strategies: A Componential Analysis of Choice. , 1986 .

[34]  K. R. Hammond.  A Theoretically Based Review of Theory and Research in Judgment and Decision Making , 1986 .

[35]  L. Reder.  Strategy selection in question answering , 1987, Cognitive Psychology.

[36]  Eric J. Johnson,et al.  Information displays and preference reversals , 1988 .

[37]  John W. Payne,et al.  Monitoring Information Processing and Decisions: The Mouselab System , 1989 .