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Effects of Risk Representation and Scope on Willingness to Pay for Reduced Risks: Evidence from Tokyo Bay, Japan

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  • Guofang Zhai
  • Takeshi Suzuki

Abstract

When applying the contingent valuation method (CVM) in risk reduction studies, some studies report that willingness to pay (WTP) is insensitive to the magnitude of risk reduction while other studies do not. On the other hand, social‐psychological research has shown that the affect heuristic biases judgments on probability, relative frequency, and risk. This article examines both magnitude (or scope) effect and affect heuristic (or representation) effect on WTP for risk reduction measures against tsunamis by introducing two experimental (i.e., absolute and relative) systems with four different representations to evaluate public behaviors in two different scenarios of risk reduction. Two common denominators (100 and 10,000) are introduced into absolute risk reduction representation (i.e., “of every 100 persons, from present 2 deaths to 1”) to form different formats (i.e., “of every 10,000 persons from 200 to 100,” and “of every 100,000 persons from 2,000 deaths to 1,000”). There is little evidence that WTP estimates are sufficiently sensitive to the magnitude of risk reduction, but relative risk reduction representations may be better than the absolute one given in CVM mail surveys when the risk is small. There is a statistically insignificant effect of risk reduction representations on respondent frequency, but mixed effects on the monetary values of WTP at the level of 0.05. The representation effect of absolute risk reduction on the WTP value varies with the common denominator. The larger the common denominator, the less the WTP to reduce the risk of tsunamis, and the significance probability is improved to less than the level of 0.05 when the common denominator becomes large enough. The findings suggest that improved methods are required for estimating the rates of tradeoff between fatality risk and other goods among consumers.

Suggested Citation

  • Guofang Zhai & Takeshi Suzuki, 2008. "Effects of Risk Representation and Scope on Willingness to Pay for Reduced Risks: Evidence from Tokyo Bay, Japan," Risk Analysis, John Wiley & Sons, vol. 28(2), pages 513-522, April.
  • Handle: RePEc:wly:riskan:v:28:y:2008:i:2:p:513-522
    DOI: 10.1111/j.1539-6924.2008.01031.x
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    1. Anna Alberini & Alistair Hunt & Anil Markandya, 2006. "Willingness to Pay to Reduce Mortality Risks: Evidence from a Three-Country Contingent Valuation Study," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 33(2), pages 251-264, February.
    2. 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.
    3. Kazuya Nakayachi, 2000. "Do People Actually Pursue Risk Elimination in Environmental Risk Management?," Risk Analysis, John Wiley & Sons, vol. 20(5), pages 705-712, October.
    4. Krupnick, Alan J. & Alberini, Anna & Cropper, Maureen L. & Simon, Nathalie B. & Itaoka, Kenshi & Akai, Makoto, 1999. "Mortality Risk Valuation for Environmental Policy," Discussion Papers 10882, Resources for the Future.
    5. 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.
    6. Kazuya Nakayachi, 1998. "How Do People Evaluate Risk Reduction When They Are Told Zero Risk Is Impossible?," Risk Analysis, John Wiley & Sons, vol. 18(3), pages 235-242, June.
    7. Leonard Shabman & Kurt Stephenson, 1996. "Searching for the Correct Benefit Estimate: Empirical Evidence for an Alternative Perspective," Land Economics, University of Wisconsin Press, vol. 72(4), pages 433-449.
    8. Viscusi, W Kip & Aldy, Joseph E, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," Journal of Risk and Uncertainty, Springer, vol. 27(1), pages 5-76, August.
    9. Smith, V Kerry & Desvousges, William H, 1987. "An Empirical Analysis of the Economic Value of Risk Changes," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 89-114, February.
    10. James K Hammitt & Jin-Tan Liu & Wen-Ching KLin, 2000. "Sensitivity of willingness to pay to the magnitude of risk reduction: a Taiwan­United States comparison," Journal of Risk Research, Taylor & Francis Journals, vol. 3(4), pages 305-320, October.
    11. Johannesson, Magnus & Johansson, Per-Olov & Lofgren, Karl-Gustaf, 1997. "On the Value of Changes in Life Expectancy: Blips versus Parametric Changes," Journal of Risk and Uncertainty, Springer, vol. 15(3), pages 221-239, December.
    12. 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.
    13. 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..
    14. Michael Siegrist, 1997. "Communicating Low Risk Magnitudes: Incidence Rates Expressed as Frequency Versus Rates Expressed as Probability," Risk Analysis, John Wiley & Sons, vol. 17(4), pages 507-510, August.
    15. Jones-Lee, Michael W & Loomes, Graham & Philips, P R, 1995. "Valuing the Prevention of Non-fatal Road Injuries: Contingent Valuation vs. Standard Gambles," Oxford Economic Papers, Oxford University Press, vol. 47(4), pages 676-695, October.
    16. James A. Schirillo & Eric R. Stone, 2005. "The Greater Ability of Graphical Versus Numerical Displays to Increase Risk Avoidance Involves a Common Mechanism," Risk Analysis, John Wiley & Sons, vol. 25(3), pages 555-566, June.
    17. 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.
    18. Muller, A. & Reutzel, T.J., 1984. "Willingness to pay for reduction in fatality risk: An exploratory survey," American Journal of Public Health, American Public Health Association, vol. 74(8), pages 808-812.
    19. repec:reg:rpubli:282 is not listed on IDEAS
    20. Guofang Zhai & Saburo Ikeda, 2006. "Flood Risk Acceptability and Economic Value of Evacuation," Risk Analysis, John Wiley & Sons, vol. 26(3), pages 683-694, June.
    21. Ian J. Bateman & Richard T. Carson & Brett Day & Michael Hanemann & Nick Hanley & Tannis Hett & Michael Jones-Lee & Graham Loomes, 2002. "Economic Valuation with Stated Preference Techniques," Books, Edward Elgar Publishing, number 2639.
    22. Hakes, Jahn K & Viscusi, W Kip, 1997. "Mortality Risk Perceptions: A Bayesian Reassessment," Journal of Risk and Uncertainty, Springer, vol. 15(2), pages 135-150, November.
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    2. Henrik Lindhjem & Ståle Navrud & Nils Axel Braathen & Vincent Biausque, 2011. "Valuing Mortality Risk Reductions from Environmental, Transport, and Health Policies: A Global Meta‐Analysis of Stated Preference Studies," Risk Analysis, John Wiley & Sons, vol. 31(9), pages 1381-1407, September.

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