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Heterogeneity in the Value of Life

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  • Aldy, Joseph E.
  • Smyth, Seamus J.

Abstract

We develop a numerical life-cycle model -- with choice over consumption and leisure, stochastic mortality and labor income processes, and calibrated to U.S. data -- to characterize willingness to pay (WTP) for mortality risk reduction. Our theoretical framework can explain many empirical findings in this literature, including an inverted-U life-cycle WTP and an order of magnitude difference in prime-aged adults WTP. By endogenizing leisure and employing multiple income measures, we reconcile the literature's large variation in estimated income elasticities. By accounting for gender- and race-specic stochastic mortality and income processes, we explain the literature's black-white and female-male differences.

Suggested Citation

  • Aldy, Joseph E. & Smyth, Seamus J., 2014. "Heterogeneity in the Value of Life," RFF Working Paper Series dp-14-13, Resources for the Future.
  • Handle: RePEc:rff:dpaper:dp-14-13
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    References listed on IDEAS

    as
    1. Joseph E. Aldy & W. Kip Viscusi, 2008. "Adjusting the Value of a Statistical Life for Age and Cohort Effects," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 573-581, August.
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    4. Joseph E. Aldy & W. Kip Viscusi, 2007. "Age Differences in the Value of Statistical Life: Revealed Preference Evidence," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 1(2), pages 241-260, Summer.
    5. Leeth, John D & Ruser, John, 2003. "Compensating Wage Differentials for Fatal and Nonfatal Injury Risk by Gender and Race," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 257-277, December.
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    8. Viscusi, W Kip, 2003. "Racial Differences in Labor Market Values of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 239-256, December.
    9. Mary Evans & V. Smith, 2010. "Measuring how risk tradeoffs adjust with income," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 33-55, February.
    10. 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.
    11. Storesletten, Kjetil & Telmer, Christopher I. & Yaron, Amir, 2004. "Consumption and risk sharing over the life cycle," Journal of Monetary Economics, Elsevier, vol. 51(3), pages 609-633, April.
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    20. Johansson, Per-Olov, 2002. "On the Definition and Age-Dependency of the Value of a Statistical Life. A Review and Extension," SSE/EFI Working Paper Series in Economics and Finance 490, Stockholm School of Economics, revised 29 Jan 2002.
    21. V. Kerry Smith & Mary F. Evans & Hyun Kim & Donald H. Taylor, 2004. "Do the Near-Elderly Value Mortality Risks Differently?," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 423-429, February.
    22. Kevin M. Murphy & Robert H. Topel, 2006. "The Value of Health and Longevity," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 871-904, October.
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    24. Janusz R. Mrozek & Laura O. Taylor, 2002. "What determines the value of life? a meta-analysis," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 21(2), pages 253-270.
    25. Cameron, Trudy Ann & DeShazo, J.R., 2013. "Demand for health risk reductions," Journal of Environmental Economics and Management, Elsevier, vol. 65(1), pages 87-109.
    26. Pierre-Olivier Gourinchas & Jonathan A. Parker, 2002. "Consumption Over the Life Cycle," Econometrica, Econometric Society, vol. 70(1), pages 47-89, January.
    27. 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.
    28. Johansson, Per-Olov, 1996. "On the value of changes in life expectancy," Journal of Health Economics, Elsevier, vol. 15(1), pages 105-113, February.
    29. repec:reg:rpubli:282 is not listed on IDEAS
    30. Blomquist, Glenn C. & Dickie, Mark & O'Conor, Richard M., 2011. "Willingness to pay for improving fatality risks and asthma symptoms: Values for children and adults of all ages," Resource and Energy Economics, Elsevier, vol. 33(2), pages 410-425, May.
    31. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

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    Cited by:

    1. James K. Hammitt, 2020. "Valuing mortality risk in the time of COVID-19," Journal of Risk and Uncertainty, Springer, vol. 61(2), pages 129-154, October.
    2. Vanschoonbeek, Jakob, 2020. "Regional (in)stability in Europe a quantitative model of state fragmentation," Journal of Comparative Economics, Elsevier, vol. 48(3), pages 605-641.
    3. Joseph E. Aldy, 2019. "Birds of a feather: Estimating the value of statistical life from dual-earner families," Journal of Risk and Uncertainty, Springer, vol. 58(2), pages 187-205, June.
    4. Barreca, Alan I. & Neidell, Matthew & Sanders, Nicholas J., 2021. "Long-run pollution exposure and mortality: Evidence from the Acid Rain Program," Journal of Public Economics, Elsevier, vol. 200(C).
    5. James O’Brien, 2018. "Age, autos, and the value of a statistical life," Journal of Risk and Uncertainty, Springer, vol. 57(1), pages 51-79, August.
    6. St-Amour, Pascal, 2024. "Valuing life over the life cycle," Journal of Health Economics, Elsevier, vol. 93(C).
    7. Joseph E. Aldy, 2019. "Birds of a Feather: Estimating the Value of Statistical Life from Dual-Earner Families," NBER Working Papers 25708, National Bureau of Economic Research, Inc.
    8. Aldy, Joseph E. & Atkinson, Giles & Kotchen, Matthew J., 2021. "Environmental benefit-cost analysis: a comparative analysis between the United States and the United Kingdom," LSE Research Online Documents on Economics 110879, London School of Economics and Political Science, LSE Library.
    9. Beth Woods & Paul Revill & Mark Sculpher & Karl Claxton, 2015. "Country-level cost-effectiveness thresholds: initial estimates and the need for further research," Working Papers 109cherp, Centre for Health Economics, University of York.

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    More about this item

    Keywords

    value of statistical life; mortality risk reduction; income elasticity;
    All these keywords.

    JEL classification:

    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

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