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On the Measurement and Properties of Ambiguity in Probabilistic Expectations

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  • Justin T. Pickett
  • Thomas A. Loughran
  • Shawn Bushway

Abstract

Survey respondents’ probabilistic expectations are now widely used in many fields to study risk perceptions, decision-making processes, and behavior. Researchers have developed several methods to account for the fact that the probability of an event may be more ambiguous for some respondents than others, but few prior studies have empirically compared the approaches. This article contrasts two of the most prominent methods using data from an experiment embedded in a recent Web survey of 926 volunteer panelists. Specifically, we comparatively evaluate the descriptive and relational properties of ambiguity scores obtained by placing follow-up questions after items eliciting expectations that ask either for (1) a range of probabilities that the respondent is confident to contain the true probability or for (2) a verbal response indicating assuredness. Our results show that these two methods produce measures that have more similarities than differences. Both methods yield ambiguity scores that (1) are not strongly associated with exposure to sources of relevant information, (2) are correlated across seemingly unrelated events, and (3) are consistently related to the level of reported risk.

Suggested Citation

  • Justin T. Pickett & Thomas A. Loughran & Shawn Bushway, 2015. "On the Measurement and Properties of Ambiguity in Probabilistic Expectations," Sociological Methods & Research, , vol. 44(4), pages 636-676, November.
    • Handle: RePEc:sae:somere:v:44:y:2015:i:4:p:636-676
    DOI: 10.1177/0049124114546902
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    References listed on IDEAS

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    1. Ansolabehere, Stephen & Schaffner, Brian F., 2014. "Does Survey Mode Still Matter? Findings from a 2010 Multi-Mode Comparison," Political Analysis, Cambridge University Press, vol. 22(3), pages 285-303, July.
    2. van Santen, Peter & Alessie, Rob & Kalwij, Adriaan, 2012. "Probabilistic survey questions and incorrect answers: Retirement income replacement rates," Journal of Economic Behavior & Organization, Elsevier, vol. 82(1), pages 267-280.
    3. Fabian Gouret & Guillaume Hollard, 2011. "When Kahneman meets Manski: Using dual systems of reasoning to interpret subjective expectations of equity returns," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(3), pages 371-392, April.
    4. Péter Hudomiet & Robert J. Willis, 2013. "Estimating Second Order Probability Beliefs from Subjective Survival Data," Decision Analysis, INFORMS, vol. 10(2), pages 152-170, June.
    5. Wändi Bruine de Bruin & Julie S. Downs & Pamela Murray & Baruch Fischhoff, 2010. "Can Female Adolescents Tell Whether They Will Test Positive for Chlamydia Infection?," Medical Decision Making, , vol. 30(2), pages 189-193, March.
    6. Wändi Bruine de Bruin & Katherine G. Carman, 2012. "Measuring Risk Perceptions," Medical Decision Making, , vol. 32(2), pages 232-236, March.
    7. Gábor Kézdi & Robert J. Willis, 2003. "Who Becomes a Stockholder? Expectations, SUbjective Uncertainty, and Asset Allocation," Working Papers wp039, University of Michigan, Michigan Retirement Research Center.
    8. Adeline Delavande & Susann Rohwedder, 2011. "Differential Survival in Europe and the United States: Estimates Based on Subjective Probabilities of Survival," Demography, Springer;Population Association of America (PAA), vol. 48(4), pages 1377-1400, November.
    9. Berinsky, Adam J. & Huber, Gregory A. & Lenz, Gabriel S., 2012. "Evaluating Online Labor Markets for Experimental Research: Amazon.com's Mechanical Turk," Political Analysis, Cambridge University Press, vol. 20(3), pages 351-368, July.
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