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An Empirical Bayes Approach to Combining and Comparing Estimates of the Value of a Statistical Life for Environmental Policy Analysis

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  • Ikuho Kochi
  • Bryan Hubbell
  • Randall Kramer

Abstract

An empirical Bayes pooling method is used to combine and compare estimates of the value of a statistical life (VSL). The data come from 40 selected studies published between 1974 and 2002, containing 197 VSL estimates. The estimated composite distribution of empirical Bayes adjusted VSL has a mean of $5.4 million and a standard deviation of $2.4 million. The empirical Bayes method greatly reduces the variability around the pooled VSL estimate. The pooled VSL estimate is influenced by the choice of valuation method, study location, and union status of sample but not to the source of data on occupational risk or the consideration of non-fatal risk injury. Copyright Springer 2006

Suggested Citation

  • Ikuho Kochi & Bryan Hubbell & Randall Kramer, 2006. "An Empirical Bayes Approach to Combining and Comparing Estimates of the Value of a Statistical Life for Environmental Policy Analysis," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 34(3), pages 385-406, July.
    • Handle: RePEc:kap:enreec:v:34:y:2006:i:3:p:385-406
    DOI: 10.1007/s10640-006-9000-8
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    1. 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.
    2. Smith, V. Kerry & Gilbert, Carol C. S., 1984. "The implicit valuation of risks to life : A comparative analysis," Economics Letters, Elsevier, vol. 16(3-4), pages 393-399.
    3. Richard Carson & Nicholas Flores & Norman Meade, 2001. "Contingent Valuation: Controversies and Evidence," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 19(2), pages 173-210, June.
    4. repec:bla:econom:v:63:y:1996:i:250:p:291-309 is not listed on IDEAS
    5. 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.
    6. Viscusi, W Kip & Evans, William N, 1990. "Utility Functions That Depend on Health Status: Estimates and Economic Implications," American Economic Review, American Economic Association, vol. 80(3), pages 353-374, June.
    7. Morley Gunderson & Douglas Hyatt, 2001. "Workplace risks and wages: Canadian evidence from alternative models," Canadian Journal of Economics, Canadian Economics Association, vol. 34(2), pages 377-395, May.
    8. Paul Miller & Charles Mulvey & Keith Norris, 1997. "Compensating Differentials for Risk of Death in Australia," The Economic Record, The Economic Society of Australia, vol. 73(223), pages 363-372, December.
    9. Dickens, William T, 1984. "Differences between Risk Premiums in Union and Nonunion Wages and the Case for Occupational Safety Regulation," American Economic Review, American Economic Association, vol. 74(2), pages 320-323, May.
    10. Morley Gunderson & Douglas Hyatt, 2001. "Workplace risks and wages: Canadian evidence from alternative models," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 34(2), pages 377-395, May.
    11. Richard T. Carson & Nicholas E. Flores & Kerry M. Martin & Jennifer L. Wright, 1996. "Contingent Valuation and Revealed Preference Methodologies: Comparing the Estimates for Quasi-Public Goods," Land Economics, University of Wisconsin Press, vol. 72(1), pages 80-99.
    12. 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.
    13. Garen, John, 1988. "Compensating Wage Differentials and the Endogeneity of Job Riskiness," The Review of Economics and Statistics, MIT Press, vol. 70(1), pages 9-16, February.
    14. repec:bla:ecorec:v:73:y:1997:i:223:p:363-72 is not listed on IDEAS
    15. 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.
    16. Laura O. Taylor & Ronald G. Cummings, 1999. "Unbiased Value Estimates for Environmental Goods: A Cheap Talk Design for the Contingent Valuation Method," American Economic Review, American Economic Association, vol. 89(3), pages 649-665, June.
    17. Ann Fisher & Lauraine G. Chestnut & Daniel M. Violette, 1989. "The value of reducing risks of death: A note on new evidence," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 8(1), pages 88-100.
    18. 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.
    19. 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.
    20. 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.
    21. Ellen Post & David Hoaglin & Leland Deck & Kinley Larntz, 2001. "An Empirical Bayes Approach to Estimating the Relation of Mortality to Exposure to Particulate Matter," Risk Analysis, John Wiley & Sons, vol. 21(5), pages 837-837, October.
    22. Hwang, Hae-shin & Reed, W Robert & Hubbard, Carlton, 1992. "Compensating Wage Differentials and Unobserved Productivity," Journal of Political Economy, University of Chicago Press, vol. 100(4), pages 835-858, August.
    23. Young Sook Eom, 1994. "Pesticide Residue Risk and Food Safety Valuation: A Random Utility Approach," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 76(4), pages 760-771.
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    More about this item

    Keywords

    value of a statistical life (VSL); empirical Bayes estimate; environmental policy; health policy; contingent valuation method; hedonic wage method; J17; C11; Q28;
    All these keywords.

    JEL classification:

    • J17 - Labor and Demographic Economics - - Demographic Economics - - - Value of Life; Foregone Income
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • Q28 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Renewable Resources and Conservation - - - Government Policy

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