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The Military VSL

Author

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  • Kniesner, Thomas J.

    (Claremont Graduate University)

  • Sullivan, Ryan

    (Naval Postgraduate School)

  • Viscusi, W. Kip

    (Vanderbilt University)

Abstract

Our research reviews theory and empirical evidence in the economics literature and provides a standard value of a statistical life (VSL) applicable to the Department of Defense (DOD). We follow Viscusi (2018a) by conducting a meta-analysis consisting of 1,025 VSL estimates from 68 different labor market studies and find a best-set average VSL estimate of $11.8 million (US$2021) across all studies. For DOD analysts and practitioners, we advocate using our best-set VSL estimate for the vast majority of benefit-cost analyses (BCAs) within the DOD. In addition to providing a VSL benchmark to use in DOD BCAs, we also breakdown casualty types and provide a range of VSL estimates to use in sensitivity analyses. Employing restricted data from the DOD on over 6,700 U.S. military fatalities in Afghanistan and Iraq from 2001 to 2021 we show that (1) fatalities are highly concentrated among young, white, and enlisted males, and that (2) fatality rates in the Army and Marines are in contrast to the low number of fatalities (less than 5%) in the Air Force and Navy. Applying standard VSL pay grade and income adjustments to U.S. military fatalities in Afghanistan and Iraq, we find adjusted VSL estimates ranging in value from $3.2 million to $27.6 million per statistical life (US$2021).

Suggested Citation

  • Kniesner, Thomas J. & Sullivan, Ryan & Viscusi, W. Kip, 2024. "The Military VSL," IZA Discussion Papers 17441, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp17441
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    References listed on IDEAS

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    1. Moore, Michael J & Viscusi, W Kip, 1988. "The Quantity-Adjusted Value of Life," Economic Inquiry, Western Economic Association International, vol. 26(3), pages 369-388, July.
    2. 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.
    3. Evans, Mary F. & Schaur, Georg, 2010. "A quantile estimation approach to identify income and age variation in the value of a statistical life," Journal of Environmental Economics and Management, Elsevier, vol. 59(3), pages 260-270, May.
    4. Siebert, W Stanley & Wei, X, 1994. "Compensating Wage Differentials for Workplace Accidents: Evidence for Union and Nonunion Workers in the UK," Journal of Risk and Uncertainty, Springer, vol. 9(1), pages 61-76, July.
    5. W. Viscusi, 2010. "The heterogeneity of the value of statistical life: Introduction and overview," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 1-13, February.
    6. Thomas Kniesner & W. Viscusi & James Ziliak, 2010. "Policy relevant heterogeneity in the value of statistical life: New evidence from panel data quantile regressions," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 15-31, February.
    7. 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.
    8. Thomas J. Kniesner & W. Kip Viscusi, 2005. "Value of a Statistical Life: Relative Position vs. Relative Age," American Economic Review, American Economic Association, vol. 95(2), pages 142-146, May.
    9. Chris Rohlfs & Ryan Sullivan & Thomas Kniesner, 2015. "New Estimates of the Value of a Statistical Life Using Air Bag Regulations as a Quasi-experiment," American Economic Journal: Economic Policy, American Economic Association, vol. 7(1), pages 331-359, February.
    10. 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.
    11. Cousineau, Jean-Michel & Lacroix, Robert & Girard, Anne-Marie, 1992. "Occupational Hazard and Wage Compensating Differentials," The Review of Economics and Statistics, MIT Press, vol. 74(1), pages 166-169, February.
    12. Joni Hersch & W. Kip Viscusi, 2010. "Immigrant Status and the Value of Statistical Life," Journal of Human Resources, University of Wisconsin Press, vol. 45(3).
    13. 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.
    14. Shanmugam, K R, 2001. "Self Selection Bias in the Estimates of Compensating Differentials for Job Risks in India," Journal of Risk and Uncertainty, Springer, vol. 22(3), pages 263-275, May.
    15. Craig A. Olson, 1981. "An Analysis of Wage Differentials Received by Workers on Dangerous Jobs," Journal of Human Resources, University of Wisconsin Press, vol. 16(2), pages 167-185.
    16. 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.
    17. W. Kip Viscusi & Joel Huber & Jason Bell, 2014. "Assessing Whether There Is A Cancer Premium For The Value Of A Statistical Life," Health Economics, John Wiley & Sons, Ltd., vol. 23(4), pages 384-396, April.
    18. 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.
    19. 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.
    20. Glenn C. Blomquist, 2004. "Self-Protection and Averting Behavior, Values of Statistical Lives, and Benefit Cost Analysis of Environmental Policy," Review of Economics of the Household, Springer, vol. 2(1), pages 89-110, March.
    21. Scotton, Carol R. & Taylor, Laura O., 2011. "Valuing risk reductions: Incorporating risk heterogeneity into a revealed preference framework," Resource and Energy Economics, Elsevier, vol. 33(2), pages 381-397, May.
    22. Edwards, Ryan D., 2014. "U.S. war costs: Two parts temporary, one part permanent," Journal of Public Economics, Elsevier, vol. 113(C), pages 54-66.
    23. Marcela Parada-Contzen & Andrés Riquelme-Won & Felipe Vasquez-Lavin, 2013. "The value of a statistical life in Chile," Empirical Economics, Springer, vol. 45(3), pages 1073-1087, December.
    24. Laura Armey & Thomas J. Kniesner & John D. Leeth & Ryan Sullivan, 2022. "Combat, casualties, and compensation: Evidence from Iraq and Afghanistan," Contemporary Economic Policy, Western Economic Association International, vol. 40(1), pages 66-82, January.
    25. Thomas DeLeire & Shakeeb Khan & Christopher Timmins, 2013. "Roy Model Sorting And Nonrandom Selection In The Valuation Of A Statistical Life," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(1), pages 279-306, February.
    26. Kip Viscusi, W. & Aldy, Joseph E., 2007. "Labor market estimates of the senior discount for the value of statistical life," Journal of Environmental Economics and Management, Elsevier, vol. 53(3), pages 377-392, May.
    27. Louis Kaplow, 2005. "The Value of a Statistical Life and the Coefficient of Relative Risk Aversion," Journal of Risk and Uncertainty, Springer, vol. 31(1), pages 23-34, July.
    28. Viscusi, W. Kip & Hersch, Joni, 2008. "The mortality cost to smokers," Journal of Health Economics, Elsevier, vol. 27(4), pages 943-958, July.
    29. Thomas Kniesner & W. Viscusi & James Ziliak, 2014. "Willingness to accept equals willingness to pay for labor market estimates of the value of a statistical life," Journal of Risk and Uncertainty, Springer, vol. 48(3), pages 187-205, June.
    30. Scotton, Carol R., 2013. "New risk rates, inter-industry differentials and the magnitude of VSL estimates," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 4(1), pages 39-80, March.
    31. Gegax, Douglas & Gerking, Shelby & Schulze, William, 1991. "Perceived Risk and the Marginal Value of Safety," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 589-596, November.
    32. Schaffner, Sandra & Spengler, Hannes, 2010. "Using job changes to evaluate the bias of value of a statistical life estimates," Resource and Energy Economics, Elsevier, vol. 32(1), pages 15-27, January.
    33. W. Kip Viscusi, 2004. "The Value of Life: Estimates with Risks by Occupation and Industry," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 29-48, January.
    34. Kniesner Thomas J & Viscusi W. Kip & Ziliak James P, 2006. "Life-Cycle Consumption and the Age-Adjusted Value of Life," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 5(1), pages 1-36.
    35. W. Kip Viscusi, 2020. "Pricing the global health risks of the COVID-19 pandemic," Journal of Risk and Uncertainty, Springer, vol. 61(2), pages 101-128, October.
    36. Leigh J. Paul, 1995. "Compensating Wages, Value of a Statistical Life, and Inter-industry Differentials," Journal of Environmental Economics and Management, Elsevier, vol. 28(1), pages 83-97, January.
    37. H. Spencer Banzhaf, 2014. "Retrospectives: The Cold-War Origins of the Value of Statistical Life," Journal of Economic Perspectives, American Economic Association, vol. 28(4), pages 213-226, Fall.
    38. Marin, Alan & Psacharopoulos, George, 1982. "The Reward for Risk in the Labor Market: Evidence from the United Kingdom and a Reconciliation with Other Studies," Journal of Political Economy, University of Chicago Press, vol. 90(4), pages 827-853, August.
    39. Rohlfs Chris, 2012. "The Economic Cost of Conscription and an Upper Bound on the Value of a Statistical Life: Hedonic Estimates from Two Margins of Response to the Vietnam Draft," Journal of Benefit-Cost Analysis, De Gruyter, vol. 3(3), pages 1-37, August.
    40. Viscusi, W. Kip, 2018. "Best Estimate Selection Bias in the Value of a Statistical Life," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 9(2), pages 205-246, July.
    41. Viscusi, W. Kip, 2021. "Extending the Domain of the Value of a Statistical Life," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 12(1), pages 1-23, March.
    42. Rohlfs, Chris, 2012. "The Economic Cost of Conscription and an Upper Bound on the Value of a Statistical Life: Hedonic Estimates from Two Margins of Response to the Vietnam Draft," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 3(3), pages 1-37, August.
    43. Peter Dorman & Paul Hagstrom, 1998. "Wage Compensation for Dangerous Work Revisited," ILR Review, Cornell University, ILR School, vol. 52(1), pages 116-135, October.
    44. Jahn K. Hakes & W. Kip Viscusi, 2007. "Automobile Seatbelt Usage and the Value of Statistical Life," Southern Economic Journal, John Wiley & Sons, vol. 73(3), pages 659-676, January.
    45. Low, Stuart A & McPheters, Lee R, 1983. "Wage Differentials and Risk of Death: An Empirical Analysis," Economic Inquiry, Western Economic Association International, vol. 21(2), pages 271-280, April.
    46. Charles Brown, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 94(1), pages 113-134.
    47. 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.
    48. Kim, Seung-Wook & Fishback, Price V, 1999. "The Impact of Institutional Change on Compensating Wage Differentials for Accident Risk: South Korea, 1984-1990," Journal of Risk and Uncertainty, Springer, vol. 18(3), pages 231-248, October.
    49. Kniesner, Thomas J. & Viscusi, W. Kip, 2023. "Promoting Equity through Equitable Risk Tradeoffs," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 14(1), pages 8-34, March.
    50. Ronald Meng & Douglas Smith, 1999. "The impact of workers' compensation on wage premiums for job hazards," Applied Economics, Taylor & Francis Journals, vol. 31(9), pages 1101-1108.
    51. Liu, Jin-Tan & Hammitt, James K. & Liu, Jin-Long, 1997. "Estimated hedonic wage function and value of life in a developing country," Economics Letters, Elsevier, vol. 57(3), pages 353-358, December.
    52. Jin‐Tan Liu & James K. Hammitt & Jung‐Der Wang & Meng‐Wen Tsou, 2005. "Valuation of the risk of SARS in Taiwan," Health Economics, John Wiley & Sons, Ltd., vol. 14(1), pages 83-91, January.
    53. Hersch, Joni, 1998. "Compensating Differentials for Gender-Specific Job Injury Risks," American Economic Review, American Economic Association, vol. 88(3), pages 598-627, June.
    54. Viscusi, W Kip, 1993. "The Value of Risks to Life and Health," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1912-1946, December.
    55. Chris Rohlfs & Ryan Sullivan & Thomas J. Kniesner, 2016. "Reducing risks in wartime through capital-labor substitution: Evidence from World War II," Journal of Risk and Uncertainty, Springer, vol. 52(2), pages 163-190, April.
    56. Chris Rohlfs & Ryan Sullivan, 2013. "The Cost-Effectiveness Of Armored Tactical Wheeled Vehicles For Overseas Us Army Operations," Defence and Peace Economics, Taylor & Francis Journals, vol. 24(4), pages 293-316, August.
    57. Mikael Svensson, 2009. "Precautionary behavior and willingness to pay for a mortality risk reduction: Searching for the expected relationship," Journal of Risk and Uncertainty, Springer, vol. 39(1), pages 65-85, August.
    58. 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.
    59. Arnould, Richard J & Nichols, Len M, 1983. "Wage-Risk Premiums and Workers' Compensation: A Refinement of Estimates of Compensating Wage Differential," Journal of Political Economy, University of Chicago Press, vol. 91(2), pages 332-340, April.
    60. Wehn-Jyuan Tsai & Jin-Tan Liu & James Hammitt, 2011. "Aggregation Biases in Estimates of the Value per Statistical Life: Evidence from Longitudinal Matched Worker-Firm Data in Taiwan," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 49(3), pages 425-443, July.
    61. Felice Martinello & Ronald Meng, 1992. "Workplace Risks and the Value of Hazard Avoidance," Canadian Journal of Economics, Canadian Economics Association, vol. 25(2), pages 333-345, May.
    62. Lanoie, Paul & Pedro, Carmen & Latour, Robert, 1995. "The Value of a Statistical Life: A Comparison of Two Approaches," Journal of Risk and Uncertainty, Springer, vol. 10(3), pages 235-257, May.
    63. 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.
    64. W. Viscusi & Elissa Gentry, 2015. "The value of a statistical life for transportation regulations: A test of the benefits transfer methodology," Journal of Risk and Uncertainty, Springer, vol. 51(1), pages 53-77, August.
    65. W. Kip Viscusi, 2018. "Pricing Lives: International Guideposts for Safety," The Economic Record, The Economic Society of Australia, vol. 94(S1), pages 1-10, June.
    66. Kniesner, Thomas J & Leeth, John D, 1991. "Compensating Wage Differentials for Fatal Injury Risk in Australia, Japan, and the United States," Journal of Risk and Uncertainty, Springer, vol. 4(1), pages 75-90, January.
    67. Viscusi W. Kip, 2019. "The Mortality Cost Metric for the Costs of War," Peace Economics, Peace Science, and Public Policy, De Gruyter, vol. 25(3), pages 1-10, September.
    68. Ronald Meng, 1989. "Compensating Differences in the Canadian Labour Market," Canadian Journal of Economics, Canadian Economics Association, vol. 22(2), pages 413-424, May.
    69. Andrea Baranzini & Giovanni Ferro Luzzi, 2001. "The Economic Value of Risks to Life: Evidence from the Swiss Labour Market," Swiss Journal of Economics and Statistics (SJES), Swiss Society of Economics and Statistics (SSES), vol. 137(II), pages 149-170, June.
    70. Jahn K. Hakes & W. Kip Viscusi, 2007. "Automobile Seatbelt Usage and the Value of Statistical Life," Southern Economic Journal, John Wiley & Sons, vol. 73(3), pages 659-676, January.
    71. Gentry, Elissa Philip & Viscusi, W. Kip, 2016. "The fatality and morbidity components of the value of statistical life," Journal of Health Economics, Elsevier, vol. 46(C), pages 90-99.
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    More about this item

    Keywords

    military; DOD; VSL;
    All these keywords.

    JEL classification:

    • H56 - Public Economics - - National Government Expenditures and Related Policies - - - National Security and War
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy

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