The value of a statistical life: A meta-analysis with a mixed effects regression model
Abstract
The value of a statistical life (VSL) is a very controversial topic, but one which is essential to the optimization of governmental decisions. We see a great variability in the values obtained from different studies. The source of this variability needs to be understood, in order to offer public decision-makers better guidance in choosing a value and to set clearer guidelines for future research on the topic. This article presents a meta-analysis based on 39 observations obtained from 37 studies (from nine different countries) which all use a hedonic wage method to calculate the VSL. Our meta-analysis is innovative in that it is the first to use the mixed effects regression model [Raudenbush, S.W., 1994. Random effects models. In: Cooper, H., Hedges, L.V. (Eds.), The Handbook of Research Synthesis. Russel Sage Foundation, New York] to analyze studies on the value of a statistical life. We conclude that the variability found in the values studied stems in large part from differences in methodologies.Download Info
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Bibliographic Info
Article provided by Elsevier in its journal Journal of Health Economics.
Volume (Year): 28 (2009)
Issue (Month): 2 (March)
Pages: 444-464
Contact details of provider:
Web page: http://www.elsevier.com/locate/inca/505560
Related research
Keywords: Value of a statistical life Meta-analysis Mixed effects regression model Hedonic wage method Risk;Other versions of this item:
- François Bellavance & Georges Dionne & Martin Lebeau, 2006. "The Value of a Statistical Life: a Meta-Analysis with a Mixed Effects Regression Model," Cahiers de recherche 0646, CIRPEE.
- D80 - Microeconomics - - Information, Knowledge, and Uncertainty - - - General
- D13 - Microeconomics - - Household Behavior - - - Household Production and Intrahouse Allocation
- D61 - Microeconomics - - Welfare Economics - - - Allocative Efficiency; Cost-Benefit Analysis
- H43 - Public Economics - - Publicly Provided Goods - - - Project Evaluation; Social Discount Rate
- H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
- H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs
- I - Health, Education, and Welfare
References
References listed on IDEASPlease report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Arabsheibani, G R & Marin, A, 2000.
" Stability of Estimates of the Compensation for Danger,"
Journal of Risk and Uncertainty,
Springer, vol. 20(3), pages 247-69, May.
- G. Arabsheibani & A. Marin, 2000. "Stability of Estimates of the Compensation for Danger," Journal of Risk and Uncertainty, Springer, vol. 20(3), pages 247-269, May.
- A. Marin & G.R. Arabsheibani, 1998. "Stability of Estimates of the Compensation for Danger," Royal Holloway, University of London: Discussion Papers in Economics 98/15, Department of Economics, Royal Holloway University of London, revised Feb 1998.
- Orley Ashenfelter, 2005.
"Measuring the Value of a Statistical Life: Problems and Prospects,"
Working Papers
884, Princeton University, Department of Economics, Industrial Relations Section..
- Orley Ashenfelter, 2006. "Measuring the Value of a Statistical Life: Problems and Prospects," Economic Journal, Royal Economic Society, vol. 116(510), pages C10-C23, 03.
- Orley Ashenfelter, 2006. "Measuring the Value of a Statistical Life: Problems and Prospects," NBER Working Papers 11916, National Bureau of Economic Research, Inc.
- Ashenfelter, Orley, 2005. "Measuring the Value of a Statistical Life: Problems and Prospects," Working paper 107, Regulation2point0.
- Ashenfelter, Orley, 2006. "Measuring the Value of a Statistical Life: Problems and Prospects," IZA Discussion Papers 1911, Institute for the Study of Labor (IZA).
- Weinstein, Milton C & Shepard, Donald S & Pliskin, Joseph S, 1980. "The Economic Value of Changing Mortality Probabilities: A Decision-Theoretic Approach," The Quarterly Journal of Economics, MIT Press, vol. 94(2), pages 373-96, March.
- 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.
- 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 589-96, November.
- 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.
- Peter Dorman & Paul Hagstrom, 1998. "Wage compensation for dangerous work revisited," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 52(1), pages 116-135, October.
- 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.
- R. A. Meng & Douglas A. Smith, 1990. "The Valuation of Risk of Death in Public Sector Decision-Making," Canadian Public Policy, University of Toronto Press, vol. 16(2), pages 137-144, June.
- Needleman, Lionel, 1980. "The Valuation of Changes in the Risk of Death by Those at Risk," The Manchester School of Economic & Social Studies, University of Manchester, vol. 48(3), pages 229-54, September.
- 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.
- 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.
- Aldy, Joseph E. & Viscusi, W. Kip, 2003. "The Value of Statistical Life: A Critical Review of Market Estimates throughout the World," Working paper 282, Regulation2point0.
- 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.
- Viscusi, W Kip, 1993. "The Value of Risks to Life and Health," Journal of Economic Literature, American Economic Association, vol. 31(4), pages 1912-46, December.
- Thomas J. Kniesner & W. Kip Viscusi & Christopher Woock & James P. Ziliak, 2006.
"Pinning Down the Value of Statistical Life,"
Center for Policy Research Working Papers
85, Center for Policy Research, Maxwell School, Syracuse University.
- Kniesner, Thomas J. & Viscusi, W. Kip & Woock, Christopher & Ziliak, James P., 2007. "Pinning Down the Value of Statistical Life," IZA Discussion Papers 3107, Institute for the Study of Labor (IZA).
- 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.
- Kaïs Dachraoui & Georges Dionne & Louis Eeckhoudt & Philippe Godfroid, 2004. "Comparative Mixed Risk Aversion: Definition and Application to Self-Protection and Willingness to Pay," Journal of Risk and Uncertainty, Springer, vol. 29(3), pages 261-276, December.
- 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.
- 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 166-69, February.
- Bowland, Bradley J. & Beghin, John C., 2001.
"Robust estimates of value of a statistical life for developing economies,"
Journal of Policy Modeling,
Elsevier, vol. 23(4), pages 385-396, May.
- Bowland, Brad J. & Beghin, John C., 2001. "Robust Estimates of Value of a Statistical Life for Developing Economies," Staff General Research Papers 5196, Iowa State University, Department of Economics.
- 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.
- 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 257-77, December.
- 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 263-75, May.
- 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.
- Viscusi, W. Kip & Moore, Michael J., 1989. "Rates of time preference and valuations of the duration of life," Journal of Public Economics, Elsevier, vol. 38(3), pages 297-317, April.
- Mishan, E J, 1971. "Evaluation of Life and Limb: A Theoretical Approach," Journal of Political Economy, University of Chicago Press, vol. 79(4), pages 687-705, July-Aug..
- 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.
- Weiss, P. & Maier, G. & Gerking, S.D., 1986. "The economic evaluation of job safety: A methodological survey and some estimates for Austria," Open Access publications from Tilburg University urn:nbn:nl:ui:12-4742810, Tilburg University.
- 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.
- Moore, Michael J. & Viscusi, W. Kip, 1990. "Discounting environmental health risks: New evidence and policy implications," Journal of Environmental Economics and Management, Elsevier, vol. 18(2), pages S51-S62, March.
- Viscusi, W Kip, 2003. " Racial Differences in Labor Market Values of a Statistical Life," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 239-56, December.
- Friedrich Breyer & Stefan Felder, 2005.
"Mortality Risk and the Value of a Statistical Life: The Dead-Anyway Effect Revis(it)ed,"
The Geneva Papers on Risk and Insurance Theory,
Springer, vol. 30(1), pages 41-55, June.
- Friedrich Breyer & Stefan Felder, 2005. "Mortality Risk and the Value of a Statistical Life: The Dead-Anyway Effect Revis(it)ed," The Geneva Risk and Insurance Review, Palgrave Macmillan, vol. 30(1), pages 41-55, June.
- Sandy, Robert & R. F. Elliot & W. S. Siebert & X. D. Wei, 2001. " Measurement Error and the Effects of Unions on the Compensating Differentials for Fatal Workplace Risks," Journal of Risk and Uncertainty, Springer, vol. 23(1), pages 33-56, July.
- Lott, John R, Jr & Manning, Richard L, 2000. "Have Changing Liability Rules Compensated Workers Twice for Occupational Hazards? Earnings Premiums and Cancer Risks," The Journal of Legal Studies, University of Chicago Press, vol. 29(1), pages 99-130, January.
- Cook, Philip J & Graham, Daniel A, 1977. "The Demand for Insurance and Protection: The Case of Irreplaceable Commodities," The Quarterly Journal of Economics, MIT Press, vol. 91(1), pages 143-56, February.
- Brown, Charles, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 94(1), pages 113-34, February.
- Smith, V Kerry & Desvousges, William H, 1987. "An Empirical Analysis of the Economic Value of Risk Changes," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 89-114, February.
- Gegax, D. & Gerking, S.D. & Schulze, W.D., 1991. "Perceived risk and the marginal value of safety," Open Access publications from Tilburg University urn:nbn:nl:ui:12-4628495, Tilburg University.
- 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 271-80, April.
- 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.
- Dillingham, Alan E, 1985. "The Influence of Risk Variable Definition on Value-of-Life Estimates," Economic Inquiry, Western Economic Association International, vol. 23(2), pages 277-94, April.
- Dionne, G., 1980. "Moral Hazard and State-Dependent Utility Function," Cahiers de recherche 8053, Universite de Montreal, Departement de sciences economiques.
- 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.
- Herzog, Henry W, Jr & Schlottmann, Alan M, 1990. "Valuing Risk in the Workplace: Market Price, Willingness to Pay, and the Optimal Provision of Safety," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 463-70, August.
- Stuart Dorsey & Norman Walzer, 1983. "Workers' compensation, job hazards, and wages," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 36(4), pages 642-654, July.
- Paul Leigh, J., 1987. "Gender, firm size, industry, and estimates of the value-of-life," Journal of Health Economics, Elsevier, vol. 6(3), pages 255-273, September.
- Gegax, D. & Gerking, S.D. & Schulze, W.D., 1991. "Perceived risk and the marginal value of safety," Open Access publications from Tilburg University urn:nbn:nl:ui:12-4742866, Tilburg University.
- G. Dionne & P.-C. Michaud, 2002. "Statistical Analysis of Value-of Life estimates using Hedonic Wage Method," THEMA Working Papers 2002-13, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
- 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.
- 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.
Citations
Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.Cited by:
- Martin L. Weitzman, 2009.
"On Modeling and Interpreting the Economics of Catastrophic Climate Change,"
The Review of Economics and Statistics,
MIT Press, vol. 91(1), pages 1-19, February.
- Weitzman, Martin L., 2009. "On Modeling and Interpreting the Economics of Catastrophic Climate Change," Scholarly Articles 3693423, Harvard University Department of Economics.
- Hristos Doucouliagos, 2011. "How Large is Large? Preliminary and relative guidelines for interpreting partial correlations in economics," Economics Series 2011_5, Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance.
- James K. Hammitt & Lisa A. Robinson, 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.
- Hammitt, James K. & Robinson, Lisa A., 2011. "The Income Elasticity of the Value per Statistical Life: Transferring Estimates Between High and Low Income Populations," Open Access publications from University of Toulouse 1 Capitole http://neeo.univ-tlse1.fr, University of Toulouse 1 Capitole.
- Abdelaziz Benkhalifa & Mohamed Ayadi & Paul Lanoie, 2012. "Estimated hedonic wage function and value of life in an African country," Cahiers de recherche 12-01, HEC Montréal, Institut d'économie appliquée.
- Dionne, Georges & Lebeau, Martin, 2010.
"Le calcul de la valeur statistique d’une vie humaine,"
L'Actualité Economique,
Société Canadienne de Science Economique, vol. 86(4), pages 487-530, décembre.
- Dionne, Georges & Lebeau, Martin, 2010.
"Le calcul de la valeur statistique d'une vie humaine
[Estimation of statistical value of life]," MPRA Paper 37573, University Library of Munich, Germany. - Georges Dionne & Martin Lebeau, 2010. "Le calcul de la valeur statistique d'une vie humaine," Cahiers de recherche 1041, CIRPEE.
- Dionne, Georges & Lebeau, Martin, 2010.
"Le calcul de la valeur statistique d'une vie humaine
- Olaf J. de Groot & Matthew D. Rablen & Anja Shortland, 2012. "Barrgh-gaining with Somali Pirates," Economics of Security Working Paper Series 74, DIW Berlin, German Institute for Economic Research.
- Cropper, Maureen & Hammitt, James & Robinson, Lisa, 2011.
"Valuing Mortality Risk Reductions:Progress and Challenges,"
LERNA Working Papers
11.11.345, LERNA, University of Toulouse.
- Maureen Cropper & James K. Hammitt & Lisa A. Robinson, 2011. "Valuing Mortality Risk Reductions: Progress and Challenges," Annual Review of Resource Economics, Annual Reviews, vol. 3(1), pages 313-336, October.
- Cropper, Maureen & Hammitt, James K. & Robinson, Lisa A., 2011. "Valuing Mortality-Risk Reductions: Progress and Challenges," Open Access publications from University of Toulouse 1 Capitole http://neeo.univ-tlse1.fr, University of Toulouse 1 Capitole.
- Maureen L. Cropper & James K. Hammitt & Lisa A. Robinson, 2011. "Valuing Mortality Risk Reductions: Progress and Challenges," NBER Working Papers 16971, National Bureau of Economic Research, Inc.
- Cropper, Maureen & Hammitt, James K. & Robinson, Lisa A., 2011. "Valuing Mortality Risk Reductions: Progress and Challenges," Discussion Papers dp-11-10, Resources For the Future.
- Jaldell, Henrik & Lebnak, P & Anurak, A & Krongkan, B & Khanisthar, P, 2013. "Time is money, but how much? The monetary value of response time for Thai ambulance emergency services," Karlstad University Working Papers in Economics 8, Department of Economics, Karlstad University.
- Marija Bockarjova & Piet Rietveld & Erik T. Verhoef, 2012. "Composite Valuation of Immaterial Damage in Flooding: Value of Statistical Life, Value of Statistical Evacuation and Value of Statistical Injury," Tinbergen Institute Discussion Papers 12-047/3, Tinbergen Institute.
- T.D. Stanley & Hristos Doucouliagos, 2011. "Meta-Regression Approximations to Reduce Publication Selection Bias," Economics Series 2011_4, Deakin University, Faculty of Business and Law, School of Accounting, Economics and Finance.
- Marija Bockarjova & Piet Rietveld & Erik T. Verhoef, 2012. "Scale, Scope and Cognition: Context Analysis of Multiple Stated Choice Experiments on the Values of Life and Limb," Tinbergen Institute Discussion Papers 12-046/3, Tinbergen Institute.
- Weitzman, Martin L., 2007.
"Structural Uncertainty and the Value of Statistical Life in the Economics of Catastrophic Climate Change,"
Working paper
545, Regulation2point0.
- Martin Weitzman, 2007. "Structural Uncertainty and the Value of Statistical Life in the Economics of Catastrophic Climate Change," NBER Working Papers 13490, National Bureau of Economic Research, Inc.
- Jon Nelson & Peter Kennedy, 2009. "The Use (and Abuse) of Meta-Analysis in Environmental and Natural Resource Economics: An Assessment," Environmental & Resource Economics, European Association of Environmental and Resource Economists, vol. 42(3), pages 345-377, March.
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