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Premature Deaths, Statistical Lives, and Years of Life Lost: Identification, Quantification, and Valuation of Mortality Risks

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  • James K. Hammitt
  • Peter Morfeld
  • Jouni T. Tuomisto
  • Thomas C. Erren

Abstract

Mortality effects of exposure to air pollution and other environmental hazards are often described by the estimated number of “premature” or “attributable” deaths and the economic value of a reduction in exposure as the product of an estimate of “statistical lives saved” and a “value per statistical life.” These terms can be misleading because the number of deaths advanced by exposure cannot be determined from mortality data alone, whether from epidemiology or randomized trials (it is not statistically identified). The fraction of deaths “attributed” to exposure is conventionally derived as the hazard fraction (R – 1)/R, where R is the relative risk of mortality between high and low exposure levels. The fraction of deaths advanced by exposure (the “etiologic” fraction) can be substantially larger or smaller: it can be as large as one and as small as 1/e (≈0.37) times the hazard fraction (if the association is causal and zero otherwise). Recent literature reveals misunderstanding about these concepts. Total life years lost in a population due to exposure can be estimated but cannot be disaggregated by age or cause of death. Economic valuation of a change in exposure‐related mortality risk to a population is not affected by inability to know the fraction of deaths that are etiologic. When individuals facing larger or smaller changes in mortality risk cannot be identified, the mean change in population hazard is sufficient for valuation; otherwise, the economic value can depend on the distribution of risk reductions.

Suggested Citation

  • James K. Hammitt & Peter Morfeld & Jouni T. Tuomisto & Thomas C. Erren, 2020. "Premature Deaths, Statistical Lives, and Years of Life Lost: Identification, Quantification, and Valuation of Mortality Risks," Risk Analysis, John Wiley & Sons, vol. 40(4), pages 674-695, April.
  • Handle: RePEc:wly:riskan:v:40:y:2020:i:4:p:674-695
    DOI: 10.1111/risa.13427
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    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.
    2. Lisa A. Robinson & James K. Hammitt, 2016. "Valuing Reductions in Fatal Illness Risks: Implications of Recent Research," Health Economics, John Wiley & Sons, Ltd., vol. 25(8), pages 1039-1052, August.
    3. Eeckhoudt, Louis R & Hammitt, James K, 2001. "Background Risks and the Value of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 23(3), pages 261-279, November.
    4. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    5. James K. Hammitt & Fangli Geng & Xiaoqi Guo & Chris P. Nielsen, 2019. "Valuing mortality risk in China: Comparing stated-preference estimates from 2005 and 2016," Journal of Risk and Uncertainty, Springer, vol. 58(2), pages 167-186, June.
    6. Marie-Eve Héroux & H. Anderson & Richard Atkinson & Bert Brunekreef & Aaron Cohen & Francesco Forastiere & Fintan Hurley & Klea Katsouyanni & Daniel Krewski & Michal Krzyzanowski & Nino Künzli & Inga , 2015. "Quantifying the health impacts of ambient air pollutants: recommendations of a WHO/Europe project," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 60(5), pages 619-627, July.
    7. Hammitt James K. & Robinson Lisa A, 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates between High and Low Income Populations," Journal of Benefit-Cost Analysis, De Gruyter, vol. 2(1), pages 1-29, January.
    8. Susan Athey & Guido W. Imbens, 2006. "Identification and Inference in Nonlinear Difference-in-Differences Models," Econometrica, Econometric Society, vol. 74(2), pages 431-497, March.
    9. James Hammitt & Nicolas Treich, 2007. "Statistical vs. identified lives in benefit-cost analysis," Journal of Risk and Uncertainty, Springer, vol. 35(1), pages 45-66, August.
    10. Trudy Ann Cameron, 2010. "Euthanizing the Value of a Statistical Life," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 4(2), pages 161-178, Summer.
    11. Greenland, S., 1999. "Relation of probability of causation to relative risk and doubling dose: A methodologic error that has become a social problem," American Journal of Public Health, American Public Health Association, vol. 89(8), pages 1166-1169.
    12. Viscusi, W. Kip & Masterman, Clayton J., 2017. "Income Elasticities and Global Values of a Statistical Life," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 8(2), pages 226-250, July.
    13. Milton C. Weinstein & Donald S. Shepard & Joseph S. Pliskin, 1980. "The Economic Value of Changing Mortality Probabilities: A Decision-Theoretic Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(2), pages 373-396.
    14. Masterman, Clayton J. & Viscusi, W. Kip, 2018. "The Income Elasticity of Global Values of a Statistical Life: Stated Preference Evidence," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 9(3), pages 407-434, October.
    15. James Hammitt & Tuba Tunçel, 2015. "Preferences for life-expectancy gains: Sooner or later?," Journal of Risk and Uncertainty, Springer, vol. 51(1), pages 79-101, August.
    16. Ronald A. Howard, 1984. "On Fates Comparable to Death," Management Science, INFORMS, vol. 30(4), pages 407-422, April.
    17. Hanemann, W Michael, 1991. "Willingness to Pay and Willingness to Accept: How Much Can They Differ?," American Economic Review, American Economic Association, vol. 81(3), pages 635-647, June.
    18. Marie-Eve Héroux & H. Ross Anderson & Richard Atkinson & Bert Brunekreef & Aaron Cohen & Francesco Forastiere & Fintan Hurley & Klea Katsouyanni & Daniel Krewski & Michal Krzyzanowski & Nino Künzli & , 2017. "Response to: Premature deaths attributed to ambient air pollutants: let us interpret the Robins–Greenland theorem correctly," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 62(3), pages 339-341, April.
    19. James K. Hammitt, 2007. "Valuing Changes in Mortality Risk: Lives Saved Versus Life Years Saved," Review of Environmental Economics and Policy, Association of Environmental and Resource Economists, vol. 1(2), pages 228-240, Summer.
    20. J. Lelieveld & J. S. Evans & M. Fnais & D. Giannadaki & A. Pozzer, 2015. "The contribution of outdoor air pollution sources to premature mortality on a global scale," Nature, Nature, vol. 525(7569), pages 367-371, September.
    21. 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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    Cited by:

    1. Szymon Hoffman & Rafał Jasiński & Janusz Baran, 2024. "Regression Modeling of Daily PM 2.5 Concentrations with a Multilayer Perceptron," Energies, MDPI, vol. 17(9), pages 1-21, May.
    2. Cropper, Maureen L. & Joiner, Emily & Krupnick, Alan, 2023. "Revisiting the Environmental Protection Agency's Value of a Statistical Life," RFF Working Paper Series 23-30, Resources for the Future.
    3. Adler, Matthew, 2020. "What should we spend to save lives in a pandemic? A critique of the value of statistical life," LSE Research Online Documents on Economics 105283, London School of Economics and Political Science, LSE Library.
    4. James K. Hammitt & Tuba Tunçel, 2023. "Monetary values of increasing life expectancy: Sensitivity to shifts of the survival curve," Journal of Risk and Uncertainty, Springer, vol. 67(3), pages 239-269, December.
    5. Hammitt, James K., 2020. "Accounting for the distribution of benefits & costs in benefit-cost analysis," TSE Working Papers 20-1116, Toulouse School of Economics (TSE).
    6. Lucie Adélaïde & Olivier Chanel & Mathilde Pascal, 2022. "Health effects from heat waves in France: an economic evaluation," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(1), pages 119-131, February.

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