Using Job Changes to Evaluate the Bias of the Value of a Statistical Life
AbstractThis paper presents a new approach to obtain unbiased estimates of the value of a statistical life (VSL) with labor market data. Investigating job changes, we combine the advantages of recent panel studies, which allow to control for unobserved heterogeneity of workers, and conventional cross-sectional estimations, which primarily exploit the variation of wage and risk between different jobs. We find a VSL of 6.1 million euros from pooled cross-sectional estimation, 1.9 million euros from the static first-differences panel model and 3.5 million euros from the job-changer specification. Thus, ignoring individual heterogeneity causes overestimates of the VSL, whereas identifying the wage-risk tradeoff not only by means of between job variation (job-changer model) but also on the basis of noisy variation on the job (panel models) may lead to underestimates of the VSL. Our results can be used to perform cost-benefit analyses of public projects aimed at reducing fatality risks, e.g., in the domains of health, environmental or traffic policy.
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Bibliographic InfoPaper provided by DIW Berlin, German Institute for Economic Research in its series Discussion Papers of DIW Berlin with number 713.
Length: 38 p.
Date of creation: 2007
Date of revision:
Value of a statistical life (VSL); compensating wage differentials; work accidents; job changes;
Other versions of this item:
- Hannes Spengler & Sandra Schaffner, 2007. "Using Job Changes to Evaluate the Bias of the Value of a Statistical Life," Ruhr Economic Papers 0014, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
- I10 - Health, Education, and Welfare - - Health - - - General
- 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
- K00 - Law and Economics - - General - - - General (including Data Sources and Description)
This paper has been announced in the following NEP Reports:
- NEP-ALL-2007-08-08 (All new papers)
- NEP-HEA-2007-08-08 (Health Economics)
- NEP-LAB-2007-08-08 (Labour Economics)
- NEP-LAW-2007-08-08 (Law & Economics)
Please 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.:
- 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).
- Brown, Charles, 1980. "Equalizing Differences in the Labor Market," The Quarterly Journal of Economics, MIT Press, vol. 94(1), pages 113-34, February.
- Jason F. Shogren & Tommy Stamland, 2002. "Skill and the Value of Life," Journal of Political Economy, University of Chicago Press, vol. 110(5), pages 1168-1197, October.
- Spengler, Hannes, 2004. "Kompensatorische Lohndifferenziale und der Wert eines statistischen Lebens in Deutschland," Darmstadt Discussion Papers in Economics 37281, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute of Economics (VWL).
- Thomas J. Kniesner & W. Kip Viscusi & Christopher Woock & James P. Ziliak, 2005. "How Unobservable Productivity Biases the Value of a Statistical Life," NBER Working Papers 11659, National Bureau of Economic Research, Inc.
- Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-26, November.
- 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.
- 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.
- Shogren, Jason F. & Stamland, Tommy, 2006. "Consistent estimation of the value of statistical life," Resource and Energy Economics, Elsevier, vol. 28(3), pages 262-281, August.
- Leiter, Andrea M. & Thöni, Magdalena & Winner, Hannes, 2010.
"Evaluating human life using court decisions on damages for pain and suffering,"
Working Papers in Economics and Finance
2010-11, University of Salzburg.
- Leiter, Andrea & Thöni, Magdalena & Winner, Hannes, 2012. "Evaluating human life using court decisions on damages for pain and suffering," International Review of Law and Economics, Elsevier, vol. 32(1), pages 119-128.
- 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.
- Martinez Perez, Jorge Eduardo & Mendez Martinez, Ildefonso, 2008. "¿Qué podemos saber sobre el Valor Estadístico de la Vida en España utilizando datos laborales?," MPRA Paper 11165, University Library of Munich, Germany.
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