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Discount Rates in Risk Versus Money and Money Versus Money Tradeoffs

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  • Anna Alberini
  • Aline Chiabai

Abstract

We use data from a survey of residents of five Italian cities conducted in late spring 2004 to estimate the discount rates implicit in (1) money versus future risk reductions and (2) money versus money tradeoffs. We find that the mean personal discount rate is 0.3–1.7% in (1) and 8.7% in (2). The latter is lower than the discount rates estimated in comparable situations in many recent studies, greater than market interest rates in Italy at the time, and exhibits modest variation with age and gender. The discount rate implicit in money versus risk tradeoffs is within the range of estimates from studies in the United States and Europe, and does not depend on observable individual characteristics. We use split samples to investigate whether a completely abstract risk reduction—one where the risk reduction delivery has been stripped of all specifics, so that respondents should focus on the risks without being distracted by details—results in WTP and discount figures comparable to those from an identified delivery mechanism (a medical test). We find that while WTP for an immediate risk reduction is 42–73% higher with the abstract risk reduction, the discount rate in the money versus risk tradeoffs and the variance of the error term in the WTP equation are the same across the two variants of the questionnaire.

Suggested Citation

  • Anna Alberini & Aline Chiabai, 2007. "Discount Rates in Risk Versus Money and Money Versus Money Tradeoffs," Risk Analysis, John Wiley & Sons, vol. 27(2), pages 483-498, April.
  • Handle: RePEc:wly:riskan:v:27:y:2007:i:2:p:483-498
    DOI: 10.1111/j.1539-6924.2007.00899.x
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    1. Anna Alberini & Maureen Cropper & Alan Krupnick & Nathalie Simon, 2006. "Willingness to pay for mortality risk reductions: Does latency matter?," Journal of Risk and Uncertainty, Springer, vol. 32(3), pages 231-245, May.
    2. Eeckhoudt, Louis R. & Hammitt, James K., 2004. "Does risk aversion increase the value of mortality risk?," Journal of Environmental Economics and Management, Elsevier, vol. 47(1), pages 13-29, January.
    3. Alberini, Anna & Krupnick, Alan, 1998. "Air Quality and Episodes of Acute Respiratory Illness in Taiwan Cities: Evidence from Survey Data," Journal of Urban Economics, Elsevier, vol. 44(1), pages 68-92, July.
    4. 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.
    5. Krupnick, Alan & Alberini, Anna & Cropper, Maureen & Simon, Nathalie & O'Brien, Bernie & Goeree, Ron & Heintzelman, Martin, 2002. "Age, Health and the Willingness to Pay for Mortality Risk Reductions: A Contingent Valuation Survey of Ontario Residents," Journal of Risk and Uncertainty, Springer, vol. 24(2), pages 161-186, March.
    6. Alberini, Anna & Chiabai, Aline, 2007. "Urban environmental health and sensitive populations: How much are the Italians willing to pay to reduce their risks?," Regional Science and Urban Economics, Elsevier, vol. 37(2), pages 239-258, March.
    7. Alberini, Anna & Cropper, Maureen & Krupnick, Alan & Simon, N.B.Nathalie B., 2004. "Does the value of a statistical life vary with age and health status? Evidence from the US and Canada," Journal of Environmental Economics and Management, Elsevier, vol. 48(1), pages 769-792, July.
    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. Gregory L. Poe & Michael P. Welsh & Patricia A. Champ, 1997. "Measuring the Difference in Mean Willingness to Pay When Dichotomous Choice Contingent Valuation Responses Are Not Independent," Land Economics, University of Wisconsin Press, vol. 73(2), pages 255-267.
    10. Glenn W. Harrison & Morten I. Lau & Melonie B. Williams, 2002. "Estimating Individual Discount Rates in Denmark: A Field Experiment," American Economic Review, American Economic Association, vol. 92(5), pages 1606-1617, December.
    11. Soma Bhattacharya & Anna Alberini & Maureen Cropper, 2007. "The value of mortality risk reductions in Delhi, India," Journal of Risk and Uncertainty, Springer, vol. 34(1), pages 21-47, February.
    12. Weninger, Quinn & Herriges, Joseph A. & Kling, Catherine L. & McConnell, Kenneth & Strand, Ivar, 1999. "Joint Estimation of Contingent Valuation and Truncated Recreational Demands," Staff General Research Papers Archive 5349, Iowa State University, Department of Economics.
    13. Richard Ready & Ståle Navrud & Brett Day & Richard Dubourg & Fernando Machado & Susana Mourato & Frank Spanninks & Maria Rodriquez, 2004. "Benefit Transfer in Europe: How Reliable Are Transfers between Countries?," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 29(1), pages 67-82, September.
    14. Loehman, Edna & De, Vo Hu, 1982. "Application of Stochastic Choice Modeling to Policy Analysis of Public Goods: A Case Study of Air Quality Improvements," The Review of Economics and Statistics, MIT Press, vol. 64(3), pages 474-480, August.
    15. 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.
    16. 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.
    17. Saul Pleeter & John T. Warner, 2001. "The Personal Discount Rate: Evidence from Military Downsizing Programs," American Economic Review, American Economic Association, vol. 91(1), pages 33-53, March.
    18. Joseph A. Herriges & Catherine L. Kling (ed.), 1999. "Valuing Recreation and the Environment," Books, Edward Elgar Publishing, number 1315.
    19. Moore, Michael J & Viscusi, W Kip, 1990. "Models for Estimating Discount Rates for Long-term Health Risks Using Labor Market Data," Journal of Risk and Uncertainty, Springer, vol. 3(4), pages 381-401, December.
    20. Horowitz, John K & Carson, Richard T, 1990. "Discounting Statistical Lives," Journal of Risk and Uncertainty, Springer, vol. 3(4), pages 403-413, December.
    21. Jerry A. Hausman, 1979. "Individual Discount Rates and the Purchase and Utilization of Energy-Using Durables," Bell Journal of Economics, The RAND Corporation, vol. 10(1), pages 33-54, Spring.
    22. Johannesson, Magnus & Johansson, Per-Olov, 1996. "To Be, or Not to Be, That Is the Question: An Empirical Study of the WTP for an Increased Life Expectancy at an Advanced Age," Journal of Risk and Uncertainty, Springer, vol. 13(2), pages 163-174, September.
    23. Cropper, Maureen L. & G. Sussman, Frances, 1990. "Valuing future risks to life," Journal of Environmental Economics and Management, Elsevier, vol. 19(2), pages 160-174, September.
    24. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    25. Uri Benzion & Amnon Rapoport & Joseph Yagil, 1989. "Discount Rates Inferred from Decisions: An Experimental Study," Management Science, INFORMS, vol. 35(3), pages 270-284, March.
    26. Alberini, Anna & Cropper, Maureen & Fu, Tsu-Tan & Krupnick, Alan & Liu, Jin-Tan & Shaw, Daigee & Harrington, Winston, 1997. "Valuing Health Effects of Air Pollution in Developing Countries: The Case of Taiwan," Journal of Environmental Economics and Management, Elsevier, vol. 34(2), pages 107-126, October.
    27. Maribeth Coller & Melonie Williams, 1999. "Eliciting Individual Discount Rates," Experimental Economics, Springer;Economic Science Association, vol. 2(2), pages 107-127, December.
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    3. Dennis Guignet & Anna Alberini, 2015. "Can Property Values Capture Changes in Environmental Health Risks? Evidence from a Stated Preference Study in Italy and the United Kingdom," Risk Analysis, John Wiley & Sons, vol. 35(3), pages 501-517, March.

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