Correlation, conflict, and choice.

We examined the degree to which individuals adapt their decision processes to the degree of interattribute correlation and conflict characterizing a decision problem. On the basis of an effort-accuracy framework for adaptive decision making, we predicted that the more negatively correlated the attribute structure, the more people will use strategies that process much of the relevant information and make trade-offs. A computer simulation study supported these predictions, and two experiments using process-tracing techniques to monitor information acquisition indicated that individuals did indeed respond to interattribute correlation by shifting their processing strategies in ways that are adaptive according to the effort-accuracy framework

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

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

[3]  T. Wallsten,et al.  Effects of probability mode on preference reversal. , 1992, Journal of experimental psychology. Learning, memory, and cognition.

[4]  J.Robert Newman Differential weighting in multiattribute utility measurement: When it should not and when it does make a difference , 1977 .

[5]  H. J. Einhorn,et al.  Linear regression and process-tracing models of judgment. , 1979 .

[6]  N. Klein,et al.  Context Effects on Effort and Accuracy in Choice: An Enquiry into Adaptive Decision Making , 1989 .

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

[8]  Joel Huber,et al.  Adapting Cutoffs to the Choice Environment: The Effects of Attribute Correlation and Reliability , 1991 .

[9]  Robin M. Hogarth,et al.  Insights in decision making : a tribute to Hillel J. Einhorn , 1990 .

[10]  M. Shelly,et al.  HUMAN JUDGMENTS AND OPTIMALITY.. , 1966 .

[11]  R. Hogarth,et al.  BEHAVIORAL DECISION THEORY: PROCESSES OF JUDGMENT AND CHOICE , 1981 .

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

[13]  A. Tversky,et al.  Contingent weighting in judgment and choice , 1988 .

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

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

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

[17]  Paul E. Green,et al.  The minimal rank correlation, subject to order restrictions, with application to the weighted linear choice model , 1986 .

[18]  K. R. Hammond Functionalism and illusionism: Can integration be usefully achieved? , 1990 .

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

[20]  Lola L. Lopes,et al.  Toward a Procedural Theory of Judgment. , 1982 .

[21]  D. E. Bell,et al.  Decision making: Descriptive, normative, and prescriptive interactions. , 1990 .

[22]  Sanjoy Ghose,et al.  When Choice Models Fail: Compensatory Models in Negatively Correlated Environments , 1989 .

[23]  T. O. Nelson,et al.  A comparison of current measures of the accuracy of feeling-of-knowing predictions , 1984 .

[24]  T. Pearson,et al.  Direct comparison of the efficacy of intuitive and analytical cognition in expert judgment , 1987, IEEE Transactions on Systems, Man, and Cybernetics.

[25]  A. Tversky,et al.  The Psychology of Preferences , 1982 .

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

[27]  Eric J. Johnson,et al.  Information Overload and the Nonrobustness of Linear Models: A Comment on Keller and Staelin , 1989 .

[28]  John W. Payne,et al.  The Impact of accuracy and effort feedback and goals on adaptive decision behavior , 1990 .

[29]  Eric J. Johnson,et al.  The adaptive decision maker , 1993 .

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

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

[32]  Eric J. Johnson,et al.  A componential analysis of cognitive effort in choice , 1990 .

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

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

[35]  Laurence R. Paquette,et al.  The effect of decision strategy and task complexity on decision performance in an accounting context , 1988 .

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

[37]  N. Sanders,et al.  Journal of behavioral decision making: "The need for contextual and technical knowledge in judgmental forecasting", 5 (1992) 39-52 , 1992 .

[38]  R. Gagne Learning outcomes and their effects: Useful categories of human performance. , 1984 .