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Information Gathering and Integration as Sources of Error in Diagnostic Decision Making

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  • Larry D. Gruppen
  • Fredric M. Wolf
  • John E. Billi

Abstract

This research examined the relative importance of information gathering versus information utilization in accounting for errors in diagnostic decision making. Two experiments compared physicians' performances under two conditions: one in which they gathered a limited amount of diagnostic information and then integrated it before making a decision, and the other in which they were given all the diagnostic information and needed only to integrate it. The physicians. 1) frequently failed to select normatively optimal information in both experimental conditions; 2) were more confident about the correctness of their information selection when their task was limited to information integration than when it also included information gath ering; and 3) made diagnoses in substantial agreement with those indicated by applying normative procedures to the same data Physicians appear to have difficulties recognizing the diagnosticity of information, which often results in decisions that are pseudodiagnostic or based on diagnostically worthless information. Key words. diagnostic reasoning; infor mation gathering; information integration; Bayes' theorem; medical decision making (Med Decis Making 1991;11:233-239)

Suggested Citation

  • Larry D. Gruppen & Fredric M. Wolf & John E. Billi, 1991. "Information Gathering and Integration as Sources of Error in Diagnostic Decision Making," Medical Decision Making, , vol. 11(4), pages 233-239, December.
    • Handle: RePEc:sae:medema:v:11:y:1991:i:4:p:233-239
    DOI: 10.1177/0272989X9101100401
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    References listed on IDEAS

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    1. Baron, Jonathan & Hershey, John C., 1988. "Heuristics and biases in diagnostic reasoning: I. Priors, error costs, and test accuracy," Organizational Behavior and Human Decision Processes, Elsevier, vol. 41(2), pages 259-279, April.
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