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The Value of A Statistical Life in Absence of Panel Data: What can we do?

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  • Andr'es Riquelme
  • Marcela Parada

Abstract

In this paper I show how reliable estimates of the Value of a Statistical Life (VSL) can be obtained using cross sectional data using Garen's instrumental variable (IV) approach. The increase in the range confidence intervals due to the IV setup can be reduced by a factor of 3 by using a proxy to risk attitude. In order state the "precision" of the cross sectional VSL estimates I estimate the VSL using Chilean panel data and use them as benchmark for different cross sectional specifications. The use of the proxy eliminates need for using hard-to-find instruments for the job risk level and narrows the confidence intervals for the workers in the Chilean labor market for the year 2009.

Suggested Citation

  • Andr'es Riquelme & Marcela Parada, 2016. "The Value of A Statistical Life in Absence of Panel Data: What can we do?," Papers 1603.00568, arXiv.org.
  • Handle: RePEc:arx:papers:1603.00568
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    1. Timmins, Christopher & Murdock, Jennifer, 2007. "A revealed preference approach to the measurement of congestion in travel cost models," Journal of Environmental Economics and Management, Elsevier, vol. 53(2), pages 230-249, March.
    2. 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.
    3. Orley Ashenfelter, 2006. "Measuring the Value of a Statistical Life: Problems and Prospects," Economic Journal, Royal Economic Society, vol. 116(510), pages 10-23, March.
    4. Anupam Jena & Casey Mulligan & Tomas J. Philipson & Eric Sun, 2008. "The Value of Life in General Equilibrium," NBER Working Papers 14157, National Bureau of Economic Research, Inc.
    5. Jimenez-Martin, Sergi, 1998. "On the testing of heterogeneity effects in dynamic unbalanced panel data models," Economics Letters, Elsevier, vol. 58(2), pages 157-163, February.
    6. Berkowitz, Daniel & Caner, Mehmet & Fang, Ying, 2012. "The validity of instruments revisited," Journal of Econometrics, Elsevier, vol. 166(2), pages 255-266.
    7. 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.
    8. Black, Dan A & Kniesner, Thomas J, 2003. "On the Measurement of Job Risk in Hedonic Wage Models," Journal of Risk and Uncertainty, Springer, vol. 27(3), pages 205-220, December.
    9. 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.
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