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Estimating everyday risk: Subjective judgments are related to objective risk, mapping of numerical magnitudes and previous experience

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  • Hannah A D Keage
  • Tobias Loetscher

Abstract

We aimed to investigate individual differences that associate with peoples’ acute risk perception for activities such as walking and giving birth, including objective risk and the mapping of numerical magnitudes. The Amazon Mechanical Turk platform was used, with 284 participants recruited (40% female) ranging between 19 and 68 years. Participants had to indicate the positions of (1) the relative death risk of activities on a horizontal-line with ‘very low risk of death’ and ‘very high risk of death’ as left and right anchors respectively and (2), numerical magnitudes on a horizontal-line ranging 0–1000. The MicroMort framework was used to index acute risk of death (one/million chance of dying from an accident). Previous experience with the activities, handedness, along with risk propensity and unrealistic optimism were also measured. Linear mixed-effects modelling was used to investigate predictors of subjective MicroMort judgments. Individuals subjectively judged activities to be riskier if the activity was objectively riskier, if they over-estimated on the numerical task (more so for low-risk activities as compared to high-risk), or if they had not experienced the activity previously. The observed relationship between the number line task and everyday risk judgments is in keeping with the idea of a common magnitude representation system. In conclusion, individuals are able to discriminate between activities varying in risk in an absolute sense, however intuition for judging the relative differences in risk is poor. The relationship between the misjudging of both risks and numerical magnitudes warrants further investigation, as may inform the development of risk communication strategies.

Suggested Citation

  • Hannah A D Keage & Tobias Loetscher, 2018. "Estimating everyday risk: Subjective judgments are related to objective risk, mapping of numerical magnitudes and previous experience," PLOS ONE, Public Library of Science, vol. 13(12), pages 1-17, December.
  • Handle: RePEc:plo:pone00:0207356
    DOI: 10.1371/journal.pone.0207356
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    References listed on IDEAS

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    1. Moore, Don A. & Cain, Daylian M., 2007. "Overconfidence and underconfidence: When and why people underestimate (and overestimate) the competition," Organizational Behavior and Human Decision Processes, Elsevier, vol. 103(2), pages 197-213, July.
    2. Coren, S., 1989. "Left-handedness and accident-related injury risk," American Journal of Public Health, American Public Health Association, vol. 79(8), pages 1040-1041.
    3. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    4. Harrison, James D. & Young, Jane M. & Butow, Phyllis & Salkeld, Glenn & Solomon, Michael J., 2005. "Is it worth the risk? A systematic review of instruments that measure risk propensity for use in the health setting," Social Science & Medicine, Elsevier, vol. 60(6), pages 1385-1396, March.
    5. Ortwin Renn, 1998. "Three decades of risk research: accomplishments and new challenges," Journal of Risk Research, Taylor & Francis Journals, vol. 1(1), pages 49-71, January.
    6. Brian J. Zikmund-Fisher & Dylan M. Smith & Peter A. Ubel & Angela Fagerlin, 2007. "Validation of the Subjective Numeracy Scale: Effects of Low Numeracy on Comprehension of Risk Communications and Utility Elicitations," Medical Decision Making, , vol. 27(5), pages 663-671, September.
    7. Bechara, Antoine & Damasio, Antonio R., 2005. "The somatic marker hypothesis: A neural theory of economic decision," Games and Economic Behavior, Elsevier, vol. 52(2), pages 336-372, August.
    8. repec:cup:judgdm:v:1:y:2006:i::p:33-47 is not listed on IDEAS
    9. Erik Hoelzl & Aldo Rustichini, 2005. "Overconfident: Do You Put Your Money On It?," Economic Journal, Royal Economic Society, vol. 115(503), pages 305-318, April.
    10. Hoffmann, Arvid O.I. & Post, Thomas & Pennings, Joost M.E., 2013. "Individual investor perceptions and behavior during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 60-74.
    11. Colin D Mathers & Dejan Loncar, 2006. "Projections of Global Mortality and Burden of Disease from 2002 to 2030," PLOS Medicine, Public Library of Science, vol. 3(11), pages 1-20, November.
    12. Slovic, Paul & Finucane, Melissa L. & Peters, Ellen & MacGregor, Donald G., 2007. "The affect heuristic," European Journal of Operational Research, Elsevier, vol. 177(3), pages 1333-1352, March.
    13. Schoenbaum, M., 1997. "Do smokers understand the mortality effects of smoking? Evidence from the health and retirement survey," American Journal of Public Health, American Public Health Association, vol. 87(5), pages 755-759.
    14. Angela Fagerlin & Catharine Wang & Peter A. Ubel, 2005. "Reducing the Influence of Anecdotal Reasoning on People’s Health Care Decisions: Is a Picture Worth a Thousand Statistics?," Medical Decision Making, , vol. 25(4), pages 398-405, July.
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    1. Andrei LINU & Dãnu? DUMITRA?CU, 2019. "Subjective Risk Perception In Esf Funded Projects In Romania," Proceedings of the INTERNATIONAL MANAGEMENT CONFERENCE, Faculty of Management, Academy of Economic Studies, Bucharest, Romania, vol. 13(1), pages 882-902, November.

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