Risky jobs and wage differentials An indirect test for segregation
Social scientists have developed several indicators to address the existence of segregation processes. This paper deals with labor market segregation in risky jobs and suggests a simple indirect way to detect segregation based on battery of statistical tests in a well-established microeconomics setting: the theory of compensating wage differentials. The test is based on matching estimator and the Rosenbaum bounds test and allows us to detect segregation while correcting for the selection bias that affect standard estimates, commonly based on OLS. We apply our test to the Italian labor market and we detect a strong segmentation in risky jobs. According to the theory, workers segregated in risky jobs, earn a lower wage.
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- James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Oxford University Press, vol. 64(4), pages 605-654.
- Thomas Kniesner & W. Viscusi & James Ziliak, 2010.
"Policy relevant heterogeneity in the value of statistical life: New evidence from panel data quantile regressions,"
Journal of Risk and Uncertainty,
Springer, vol. 40(1), pages 15-31, February.
- Kniesner, Thomas J. & Viscusi, W. Kip & Ziliak, James P., 2009. "Policy Relevant Heterogeneity in the Value of Statistical Life: New Evidence from Panel Data Quantile Regressions," IZA Discussion Papers 4508, Institute for the Study of Labor (IZA).
- Thomas J. Kniesner & W. Kip Viscusi & James P. Ziliak, 2009. "Policy Relevant Heterogeneity in the Value of Statistical Life: New Evidence from Panel Data Quantile Regressions," Center for Policy Research Working Papers 118, Center for Policy Research, Maxwell School, Syracuse University.
- Joni Hersch & W. Kip Viscusi, 1990. "Cigarette Smoking, Seatbelt Use, and Differences in Wage-Risk Tradeoffs," Journal of Human Resources, University of Wisconsin Press, vol. 25(2), pages 202-227.
- Mary Evans & V. Smith, 2010. "Measuring how risk tradeoffs adjust with income," Journal of Risk and Uncertainty, Springer, vol. 40(1), pages 33-55, February.
- Mary F. Evans & V. Kerry Smith, 2009. "Measuring How Risk Tradeoffs Adjust With Income," NBER Working Papers 15372, 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.
- 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.
- W. Kip Viscusi & Joni Hersch, 2001. "Cigarette Smokers As Job Risk Takers," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 269-280, May.
- W. Kip Viscusi, 2004. "The Value of Life: Estimates with Risks by Occupation and Industry," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 29-48, January.
- Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
- repec:reg:rpubli:282 is not listed on IDEAS
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
- James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," NBER Working Papers 6699, National Bureau of Economic Research, Inc.
- Peter Dorman & Paul Hagstrom, 1998. "Wage Compensation for Dangerous Work Revisited," ILR Review, Cornell University, ILR School, vol. 52(1), pages 116-135, October. Full references (including those not matched with items on IDEAS)
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