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Age effects in mortality risk valuation

Author

Listed:
  • Raul Brey

    (Pablo de Olavide University)

  • Jose Luis Pinto-Prades

    (University of Navarra
    Glasgow Caledonian University)

Abstract

We provide more evidence on the functional relationship between willingness-to-pay for risk reductions and age (the senior discount). We overcome many of the limitations of previous literature that has dealt with this issue, namely, the influence of the assumptions used in statistical models on the final results. Given our large sample size (n = 6024) we can use models that are very demanding on data. We use parametric (linear, quadratic, dummies), semi-nonparametric, and non-parametric models. We also compare the marginal and the total approach and show that they provide similar results. We also overcome one of the limitations of the total approach, that is, we include the effects of socioeconomic characteristics that are correlated with age (education and income). Our main result is that all these different approaches produce very similar results, namely, they show an inverted-U relation between the value of a statistical life (VSL) and age. Those results can hardly be attributed to problems of collinearity, omitted variables or statistical assumptions. We find a clear senior discount effect. This effect seems concentrated on those who have lower education and income levels. We also find that the value of a statistical life year (VSLY) increases with age.

Suggested Citation

  • Raul Brey & Jose Luis Pinto-Prades, 2017. "Age effects in mortality risk valuation," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(7), pages 921-932, September.
    • Handle: RePEc:spr:eujhec:v:18:y:2017:i:7:d:10.1007_s10198-016-0852-8
    DOI: 10.1007/s10198-016-0852-8
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    References listed on IDEAS

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    1. Cooper, Joseph C., 2002. "Flexible Functional Form Estimation of Willingness to Pay Using Dichotomous Choice Data," Journal of Environmental Economics and Management, Elsevier, vol. 43(2), pages 267-279, March.
    2. 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.
    3. Sellar, Christine & Chavas, Jean-Paul & Stoll, John R., 1986. "Specification of the logit model: The case of valuation of nonmarket goods," Journal of Environmental Economics and Management, Elsevier, vol. 13(4), pages 382-390, December.
    4. Mattias Boman & Göran Bostedt & Bengt Kriström, 1999. "Obtaining Welfare Bounds in Discrete-Response Valuation Studies: A Non-Parametric Approach," Land Economics, University of Wisconsin Press, vol. 75(2), pages 284-294.
    5. Creel, Michael & Loomis, John, 1997. "Semi-nonparametric Distribution-Free Dichotomous Choice Contingent Valuation," Journal of Environmental Economics and Management, Elsevier, vol. 32(3), pages 341-358, March.
    6. Viscusi, W. Kip & Hersch, Joni, 2008. "The mortality cost to smokers," Journal of Health Economics, Elsevier, vol. 27(4), pages 943-958, July.
    7. Wang, Hua, 1997. "Treatment of "Don't-Know" Responses in Contingent Valuation Surveys: A Random Valuation Model," Journal of Environmental Economics and Management, Elsevier, vol. 32(2), pages 219-232, February.
    8. Daniel McFadden, 1994. "Contingent Valuation and Social Choice," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 689-708.
    9. Jose-Luis Pinto-Prades & Veronica Farreras & Jaime de Bobadilla, 2008. "Willingness to pay for a reduction in mortality risk after a myocardial infarction: an application of the contingent valuation method to the case of eplerenone," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 9(1), pages 69-78, February.
    10. Lisa A. Robinson & James K. Hammitt, 2011. "Valuing Health and Longevity in Regulatory Analysis: Current Issues and Challenges," Chapters, in: David Levi-Faur (ed.), Handbook on the Politics of Regulation, chapter 30, Edward Elgar Publishing.
    11. Loomes, Graham, 2006. "(How) Can we value health, safety and the environment?," Journal of Economic Psychology, Elsevier, vol. 27(6), pages 713-736, December.
    12. 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.
    13. Maureen Cropper & James K. Hammitt & Lisa A. Robinson, 2011. "Valuing Mortality Risk Reductions: Progress and Challenges," Annual Review of Resource Economics, Annual Reviews, vol. 3(1), pages 313-336, October.
    14. Anna Alberini, 2004. "Robustness of VSL Values from Contingent Valuation Surveys," Working Papers 2004.135, Fondazione Eni Enrico Mattei.
    15. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, vol. 20(2), pages 285-323, November.
    16. Bishop, Richard C. & Heberlein, Thomas A., 1979. "Measuring Values Of Extramarket Goods: Are Indirect Measures Biased?," 1979 Annual Meeting, July 29-August 1, Pullman, Washington 277818, American Agricultural Economics Association (New Name 2008: Agricultural and Applied Economics Association).
    17. Alan Krupnick, 2007. "Mortality-risk Valuation and Age: Stated Preference Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 1(2), pages 261-282, Summer.
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