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Cognitive Biases and Heuristics in Medical Decision Making

Author

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  • J. S. Blumenthal-Barby
  • Heather Krieger

Abstract

Background. The role of cognitive biases and heuristics in medical decision making is of growing interest. The purpose of this study was to determine whether studies on cognitive biases and heuristics in medical decision making are based on actual or hypothetical decisions and are conducted with populations that are representative of those who typically make the medical decision; to categorize the types of cognitive biases and heuristics found and whether they are found in patients or in medical personnel; and to critically review the studies based on standard methodological quality criteria. Method. Data sources were original, peer-reviewed, empirical studies on cognitive biases and heuristics in medical decision making found in Ovid Medline, PsycINFO, and the CINAHL databases published in 1980–2013. Predefined exclusion criteria were used to identify 213 studies. During data extraction, information was collected on type of bias or heuristic studied, respondent population, decision type, study type (actual or hypothetical), study method, and study conclusion. Results. Of the 213 studies analyzed, 164 (77%) were based on hypothetical vignettes, and 175 (82%) were conducted with representative populations. Nineteen types of cognitive biases and heuristics were found. Only 34% of studies ( n = 73) investigated medical personnel, and 68% ( n = 145) confirmed the presence of a bias or heuristic. Each methodological quality criterion was satisfied by more than 50% of the studies, except for sample size and validated instruments/questions. Limitations are that existing terms were used to inform search terms, and study inclusion criteria focused strictly on decision making. Conclusions. Most of the studies on biases and heuristics in medical decision making are based on hypothetical vignettes, raising concerns about applicability of these findings to actual decision making. Biases and heuristics have been underinvestigated in medical personnel compared with patients.

Suggested Citation

  • J. S. Blumenthal-Barby & Heather Krieger, 2015. "Cognitive Biases and Heuristics in Medical Decision Making," Medical Decision Making, , vol. 35(4), pages 539-557, May.
  • Handle: RePEc:sae:medema:v:35:y:2015:i:4:p:539-557
    DOI: 10.1177/0272989X14547740
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    as
    1. Facione, Noreen C. & Facione, Peter A., 2006. "The cognitive structuring of patient delay in breast cancer," Social Science & Medicine, Elsevier, vol. 63(12), pages 3137-3149, December.
    2. Cheryl L L Carling & Doris Tove Kristoffersen & Victor M Montori & Jeph Herrin & Holger J Schünemann & Shaun Treweek & Elie A Akl & Andrew D Oxman, 2009. "The Effect of Alternative Summary Statistics for Communicating Risk Reduction on Decisions about Taking Statins: A Randomized Trial," PLOS Medicine, Public Library of Science, vol. 6(8), pages 1-10, August.
    3. Bornstein, Brian H. & Christine Emler, A. & Chapman, Gretchen B., 1999. "Rationality in medical treatment decisions: is there a sunk-cost effect?," Social Science & Medicine, Elsevier, vol. 49(2), pages 215-222, July.
    4. Dillard, Amanda J. & Fagerlin, Angela & Cin, Sonya Dal & Zikmund-Fisher, Brian J. & Ubel, Peter A., 2010. "Narratives that address affective forecasting errors reduce perceived barriers to colorectal cancer screening," Social Science & Medicine, Elsevier, vol. 71(1), pages 45-52, July.
    5. Brown, Roger L. & Baumann, Linda J. & Helberg, Clay P. & Han, Youngshook & Fontana, Susan A. & Love, Richard R., 1996. "The simultaneous analysis of patient, physician and group practice influences on annual mammography performance," Social Science & Medicine, Elsevier, vol. 43(3), pages 315-324, August.
    6. Blumenschein, Karen & Johannesson, Magnus, 1998. "An experimental test of question framing in health state utility assessment," Health Policy, Elsevier, vol. 45(3), pages 187-193, September.
    7. Oliver, Adam, 2004. "Testing the internal consistency of the standard gamble in 'success' and 'failure' frames," Social Science & Medicine, Elsevier, vol. 58(11), pages 2219-2229, June.
    8. G. Salkeld & M. Ryan & L. Short, 2000. "The veil of experience: do consumers prefer what they know best?," Health Economics, John Wiley & Sons, Ltd., vol. 9(3), pages 267-270, April.
    9. Baron, Jonathan & Ritov, Ilana, 1994. "Reference Points and Omission Bias," Organizational Behavior and Human Decision Processes, Elsevier, vol. 59(3), pages 475-498, September.
    10. Hemmerich, Joshua A. & Elstein, Arthur S. & Schwarze, Margaret L. & Moliski, Elizabeth Ghini & Dale, William, 2012. "Risk as feelings in the effect of patient outcomes on physicians' future treatment decisions: A randomized trial and manipulation validation," Social Science & Medicine, Elsevier, vol. 75(2), pages 367-376.
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    5. Carminati, Lara, 2020. "Behavioural Economics and Human Decision Making: Instances from the Health Care System," Health Policy, Elsevier, vol. 124(6), pages 659-664.
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