Effects of breast and colorectal cancer on labour market outcomes—Average effects and educational gradients
We estimate causal effects of breast and colorectal cancer on labour market outcomes 1–3 years after the diagnosis. Based on Danish administrative data we estimate average treatment effects on the treated by propensity score weighting methods using persons with no cancer diagnosis as control group. We conduct robustness checks using matching, difference-in-differences methods and an alternative control group of later cancer patients. The different methods give approximately the same results. Cancer increases the risks of leaving the labour force and receiving disability pension, and the effects are larger for the less educated. Effects on income are small and mostly insignificant. We investigate some of the mechanisms which may be important in explaining the educational gradient in effects of cancer on labour market attachment.
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- Guido M. Imbens & Jeffrey M. Wooldridge, 2008.
"Recent Developments in the Econometrics of Program Evaluation,"
NBER Working Papers
14251, National Bureau of Economic Research, Inc.
- Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
- Wooldridge, Jeffrey M. & Imbens, Guido, 2009. "Recent Developments in the Econometrics of Program Evaluation," Scholarly Articles 3043416, Harvard University Department of Economics.
- Imbens, Guido W. & Wooldridge, Jeffrey M., 2008. "Recent Developments in the Econometrics of Program Evaluation," IZA Discussion Papers 3640, Institute for the Study of Labor (IZA).
- Guido Imbens & Jeffrey Wooldridge, 2008. "Recent developments in the econometrics of program evaluation," CeMMAP working papers CWP24/08, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- Datta Gupta, Nabanita & Kleinjans, Kristin J. & Larsen, Mona, 2011. "The Effect of an Acute Health Shock on Work Behavior: Evidence from Different Health Care Regimes," IZA Discussion Papers 5843, Institute for the Study of Labor (IZA).
- Janet Currie & Brigitte C. Madrian, 1998.
"Health, Health Insurance and the Labor Market,"
JCPR Working Papers
27, Northwestern University/University of Chicago Joint Center for Poverty Research.
- Bradley, Cathy J. & Bednarek, Heather L. & Neumark, David, 2002.
"Breast cancer survival, work, and earnings,"
Journal of Health Economics,
Elsevier, vol. 21(5), pages 757-779, September.
- Guido Imbens, 2000.
"Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score,"
Econometric Society World Congress 2000 Contributed Papers
1166, Econometric Society.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2003. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," Econometrica, Econometric Society, vol. 71(4), pages 1161-1189, 07.
- Keisuke Hirano & Guido W. Imbens & Geert Ridder, 2000. "Efficient Estimation of Average Treatment Effects Using the Estimated Propensity Score," NBER Technical Working Papers 0251, National Bureau of Economic Research, Inc.
- Moran, John R. & Short, Pamela Farley & Hollenbeak, Christopher S., 2011. "Long-term employment effects of surviving cancer," Journal of Health Economics, Elsevier, vol. 30(3), pages 505-514, May.
- Bradley, Cathy J. & Neumark, David & Bednarek, Heather L. & Schenk, Maryjean, 2005.
"Short-term effects of breast cancer on labor market attachment: results from a longitudinal study,"
Journal of Health Economics,
Elsevier, vol. 24(1), pages 137-160, January.
- Cathy Bradley & David Neumark & Heather Bednarek & Maryjean Schenk, 2004. "Short-term Effects of Breast Cancer on Labor Market Attachment: Results from a Longitudinal Study," PPIC Working Papers 2004.01, Public Policy Institute of California.
- Michael Lechner, 2010.
"The Estimation of Causal Effects by Difference-in-Difference Methods,"
University of St. Gallen Department of Economics working paper series 2010
2010-28, Department of Economics, University of St. Gallen, revised Oct 2011.
- Lechner, Michael, 2011. "The Estimation of Causal Effects by Difference-in-Difference Methods," Foundations and Trends(R) in Econometrics, now publishers, vol. 4(3), pages 165-224, November.
- Cathy J. Bradley & David Neumark & Scott Barkowski, 2012.
"Does Employer-Provided Health Insurance Constrain Labor Supply Adjustments to Health Shocks? New Evidence on Women Diagnosed with Breast Cancer,"
NBER Working Papers
18060, National Bureau of Economic Research, Inc.
- Bradley, Cathy J. & Neumark, David & Barkowski, Scott, 2013. "Does employer-provided health insurance constrain labor supply adjustments to health shocks? New evidence on women diagnosed with breast cancer," Journal of Health Economics, Elsevier, vol. 32(5), pages 833-849.
- Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," Review of Economic Studies, Oxford University Press, vol. 72(1), pages 1-19.
- Grossman, Michael, 1972. "On the Concept of Health Capital and the Demand for Health," Journal of Political Economy, University of Chicago Press, vol. 80(2), pages 223-55, March-Apr.
- David M. Cutler, 2008. "Are We Finally Winning the War on Cancer?," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 3-26, Fall.
- Markus Frölich, 2004. "Finite-Sample Properties of Propensity-Score Matching and Weighting Estimators," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 77-90, February.
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