An Empirical Bayes Approach to Combining and Comparing Estimates of the Value of a Statistical Life for Environmental Policy Analysis
AbstractAn 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
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Bibliographic InfoArticle provided by European Association of Environmental and Resource Economists in its journal Environmental and Resource Economics.
Volume (Year): 34 (2006)
Issue (Month): 3 (July)
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Web page: http://www.springerlink.com/link.asp?id=100263
value of a statistical life (VSL); empirical Bayes estimate; environmental policy; health policy; contingent valuation method; hedonic wage method; J17; C11; Q28;
Find related papers by 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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- Miller, Paul & Mulvey, Charles & Norris, Keith, 1997. "Compensating Differentials for Risk of Death in Australia," The Economic Record, The Economic Society of Australia, vol. 73(223), pages 363-72, December.
- Felice Martinello & Ronald Meng, 1992. "Workplace Risks and the Value of Hazard Avoidance," Canadian Journal of Economics, Canadian Economics Association, vol. 25(2), pages 333-45, May.
- 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.
- 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 827-53, August.
- 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 320-23, May.
- 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.
- Aldy, Joseph E. & Viscusi, W. Kip, 2003.
"The Value of Statistical Life: A Critical Review of Market Estimates throughout the World,"
- 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.
- W. Kip Viscusi & Joseph E. Aldy, 2003. "The Value of a Statistical Life: A Critical Review of Market Estimates throughout the World," NBER Working Papers 9487, National Bureau of Economic Research, Inc.
- Carson, Richard T & Flores, Nicholas A, 2000.
"Contingent Valuation: Controversies and Evidence,"
University of California at San Diego, Economics Working Paper Series
qt75k752s7, Department of Economics, UC San Diego.
- 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 353-74, June.
- 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.
- Carson, Richard T. & Flores, Nicholas E. & Martin, Kerry M. & Wright, Jennifer L., 1995.
"Contingent Valuation and Revealed Preference Methodologies: Comparing the Estimates for Quasi-Public Goods,"
1995 Conference (39th), February 14-16, 1995, Perth, Australia
148793, Australian Agricultural and Resource Economics Society.
- 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.
- Sandy, Robert & Elliott, Robert F, 1996. "Unions and Risk: Their Impact on the Level of Compensation for Fatal Risk," Economica, London School of Economics and Political Science, vol. 63(250), pages 291-309, May.
- 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.
- 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.
- 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.
- 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.
- 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 235-57, May.
- 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 835-58, August.
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