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An investigation into procedure (in)variance in the valuation of mortality risk reductions

Author

Listed:
  • Kjær, Trine

    (COHERE)

  • Nielsen, Jytte Seested

    (Newcastle University Business School)

Abstract

This study seeks to investigate whether elicited preferences are affected by the presentation of mortality risks in a stated preference survey. A three-way split sample discrete choice experiment was conducted in which respondents were asked to express their willingness-to-pay for public risk reducing initiatives under different but outcome equivalent representation formats. Our results demonstrate that respondents exhibit much stronger preferences for public life saving interventions when these are framed in terms of avoided fatalities compared to corresponding mortality risk reductions. Furthermore, we find that less numerate respondents are more susceptible to the inclusion of the number of fatalities in the representation format. The same pattern is observed for respondents who express a higher degree of concern for a traffic accident. In conclusion our findings may justify presenting both type of risk information in valuation of mortality risk reductions in public settings.

Suggested Citation

  • Kjær, Trine & Nielsen, Jytte Seested, 2016. "An investigation into procedure (in)variance in the valuation of mortality risk reductions," DaCHE discussion papers 2016:4, University of Southern Denmark, Dache - Danish Centre for Health Economics.
  • Handle: RePEc:hhs:sduhec:2016_004
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    References listed on IDEAS

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    1. Lars Hultkrantz & Gunnar Lindberg & Camilla Andersson, 2006. "The value of improved road safety," Journal of Risk and Uncertainty, Springer, vol. 32(2), pages 151-170, March.
    2. Johansson-Stenman, Olof & Martinsson, Peter, 2008. "Are some lives more valuable? An ethical preferences approach," Journal of Health Economics, Elsevier, vol. 27(3), pages 739-752, May.
    3. van der Linden, Sander, 2014. "On the relationship between personal experience, affect and risk perception: the case of climate change," LSE Research Online Documents on Economics 57689, London School of Economics and Political Science, LSE Library.
    4. Carlsson, Fredrik & Martinsson, Peter, 2001. "Do Hypothetical and Actual Marginal Willingness to Pay Differ in Choice Experiments?: Application to the Valuation of the Environment," Journal of Environmental Economics and Management, Elsevier, vol. 41(2), pages 179-192, March.
    5. 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.
    6. Corso, Phaedra S & Hammitt, James K & Graham, John D, 2001. "Valuing Mortality-Risk Reduction: Using Visual Aids to Improve the Validity of Contingent Valuation," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 165-184, September.
    7. James Hammitt & Jin-Tan Liu, 2004. "Effects of Disease Type and Latency on the Value of Mortality Risk," Journal of Risk and Uncertainty, Springer, vol. 28(1), pages 73-95, January.
    8. Hammitt, James K & Graham, John D, 1999. "Willingness to Pay for Health Protection: Inadequate Sensitivity to Probability?," Journal of Risk and Uncertainty, Springer, vol. 18(1), pages 33-62, April.
    9. Strand.J., 2001. "Public- and private-good values of statistical lives : results from a combined choice-experiment and contingent-valuation survey," Memorandum 31/2001, Oslo University, Department of Economics.
    10. Christoph Rheinberger, 2011. "A Mixed Logit Approach to Study Preferences for Safety on Alpine Roads," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(1), pages 121-146, May.
    11. Arne Risa Hole, 2007. "A comparison of approaches to estimating confidence intervals for willingness to pay measures," Health Economics, John Wiley & Sons, Ltd., vol. 16(8), pages 827-840, August.
    12. Svensson, Mikael & Vredin Johansson, Maria, 2007. "Willingness to Pay for Private and Public Safety: Why the Difference?," Working Papers 2007:2, Örebro University, School of Business.
    13. Paul Slovic & Melissa L. Finucane & Ellen Peters & Donald G. MacGregor, 2004. "Risk as Analysis and Risk as Feelings: Some Thoughts about Affect, Reason, Risk, and Rationality," Risk Analysis, John Wiley & Sons, vol. 24(2), pages 311-322, April.
    14. Ralph L. Keeney, 1980. "Equity and Public Risk," Operations Research, INFORMS, vol. 28(3-part-i), pages 527-534, June.
    15. Jones-Lee, M W & Loomes, G, 1995. "Scale and Context Effects in the Valuation of Transport Safety," Journal of Risk and Uncertainty, Springer, vol. 11(3), pages 183-203, December.
    16. Tversky, Amos & Thaler, Richard H, 1990. "Anomalies: Preference Reversals," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 201-211, Spring.
    17. Persson, Ulf & Norinder, Anna & Hjalte, Krister & Gralén, Katarina, 2001. "The Value of a Statistical Life in Transport: Findings from a New Contingent Valuation Study in Sweden," Journal of Risk and Uncertainty, Springer, vol. 23(2), pages 121-134, September.
    18. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    19. Baron, Jonathan, 1997. "Confusion of Relative and Absolute Risk in Valuation," Journal of Risk and Uncertainty, Springer, vol. 14(3), pages 301-309, May-June.
    20. Train,Kenneth E., 2009. "Discrete Choice Methods with Simulation," Cambridge Books, Cambridge University Press, number 9780521747387, September.
    21. Johannesson, Magnus & Johansson, Per-Olov & O'Conor, Richard M, 1996. "The Value of Private Safety versus the Value of Public Safety," Journal of Risk and Uncertainty, Springer, vol. 13(3), pages 263-275, November.
    22. Chilton, Susan & Covey, Judith & Hopkins, Lorraine & Jones-Lee, Michael & Loomes, Graham & Pidgeon, Nick & Spencer, Anne, 2002. "Public Perceptions of Risk and Preference-Based Values of Safety," Journal of Risk and Uncertainty, Springer, vol. 25(3), pages 211-232, November.
    23. Wiktor Adamowicz & Peter Boxall & Michael Williams & Jordan Louviere, 1998. "Stated Preference Approaches for Measuring Passive Use Values: Choice Experiments and Contingent Valuation," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 80(1), pages 64-75.
    24. Cropper, Maureen L & Aydede, Sema K & Portney, Paul R, 1992. "Rates of Time Preference for Saving Lives," American Economic Review, American Economic Association, vol. 82(2), pages 469-472, May.
    25. Jones-Lee, M W & Hammerton, M & Philips, P R, 1985. "The Value of Safety: Results of a National Sample Survey," Economic Journal, Royal Economic Society, vol. 95(377), pages 49-72, March.
    26. Ralph L. Keeney, 1980. "Utility Functions for Equity and Public Risk," Management Science, INFORMS, vol. 26(4), pages 345-353, April.
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    More about this item

    Keywords

    Discrete choice experiment; framing; mortality risk; procedure invariance; public policy; stated preferences; willingness-to-pay;
    All these keywords.

    JEL classification:

    • D60 - Microeconomics - - Welfare Economics - - - General
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income

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