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Does Job Loss Make You Smoke and Gain Weight?

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  • Jan Marcus

Abstract

This paper estimates the effect of involuntary job loss on smoking behavior and body weight using German Socio-Economic Panel Study data. Baseline nonsmokers are more likely to start smoking due to job loss, while smokers do not intensify their smoking. Job loss increases body weight slightly, but significantly. In particular, single individuals as well as those with lower health or socioeconomic status prior to job loss exhibit high rates of smoking initiation. The applied regression-adjusted semiparametric difference-in-difference matching strategy is robust against selection on observables and time-invariant unobservables. This paper provides an indirect test showing that the identifying assumption is not violated in the difference-in-difference estimator. The findings are robust over various matching specifications and different choices of the conditioning variables.

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Bibliographic Info

Paper provided by DIW Berlin, The German Socio-Economic Panel (SOEP) in its series SOEPpapers on Multidisciplinary Panel Data Research with number 432.

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Length: 33 p.
Date of creation: 2012
Date of revision:
Handle: RePEc:diw:diwsop:diw_sp432

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Related research

Keywords: Job loss; smoking; body weight; health behavior; difference-in-difference; propensity score matching;

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References

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  1. Imbens, Guido & Abadie, Alberto, 2008. "On the Failure of the Bootstrap for Matching Estimators," Scholarly Articles 3043415, Harvard University Department of Economics.
  2. Lindo, Jason M., 2011. "Parental job loss and infant health," Journal of Health Economics, Elsevier, vol. 30(5), pages 869-879.
  3. Schmitz, Hendrik, 2011. "Why are the unemployed in worse health? The causal effect of unemployment on health," Labour Economics, Elsevier, vol. 18(1), pages 71-78, January.
  4. del Bono, Emilia & Weber, Andrea & Winter-Ebmer, Rudolf, 2008. "Clash of Career and Family: Fertility Decisions after Job Displacement," CEPR Discussion Papers 6719, C.E.P.R. Discussion Papers.
  5. Martin Browning & Anne Moller Dano & Eskil Heinesen, 2006. "Job displacement and stress-related health outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1061-1075.
  6. Kuhn, Andreas & Lalive, Rafael & Zweimüller, Josef, 2009. "The public health costs of job loss," Journal of Health Economics, Elsevier, vol. 28(6), pages 1099-1115, December.
  7. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP) – Scope, Evolution and Enhancements," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 139-169.
  8. Kerwin Kofi Charles & Melvin Stephens Jr., 2001. "Job Displacement, Disability, and Divorce," NBER Working Papers 8578, National Bureau of Economic Research, Inc.
  9. Melvin Stephens, Jr., 2003. "Job Loss Expectations, Realizations, and Household Consumption Behavior," NBER Working Papers 9508, National Bureau of Economic Research, Inc.
  10. Matthias Nübling & Hanfried H. Andersen & Axel Mühlbacher & Jürgen Schupp & Gert G. Wagner, 2007. "Computation of Standard Values for Physical and Mental Health Scale Scores Using the SOEP Version of SF12v2," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 127(1), pages 171-182.
  11. Cawley, John & Ruhm, Christopher J., 2011. "The Economics of Risky Health Behaviors," IZA Discussion Papers 5728, Institute for the Study of Labor (IZA).
  12. Christopher J. Ruhm, 2000. "Are Recessions Good For Your Health?," The Quarterly Journal of Economics, MIT Press, vol. 115(2), pages 617-650, May.
  13. Martin Salm, 2009. "Does job loss cause ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1075-1089.
  14. Philip DeCicca & Donald S. Kenkel & Alan D. Mathios, 2008. "Cigarette Taxes and the Transition from Youth to Adult Smoking: Smoking Initiation, Cessation, and Participation," NBER Working Papers 14042, National Bureau of Economic Research, Inc.
  15. Marcus Eliason & Donald Storrie, 2009. "Does Job Loss Shorten Life?," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
  16. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, MIT Press, vol. 124(3), pages 1265-1306, August.
  17. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1992. "Earnings losses of displaced workers," Working Paper Series, Macroeconomic Issues 92-28, Federal Reserve Bank of Chicago.
  18. Deb, Partha & Gallo, William T. & Ayyagari, Padmaja & Fletcher, Jason M. & Sindelar, Jody L., 2011. "The effect of job loss on overweight and drinking," Journal of Health Economics, Elsevier, vol. 30(2), pages 317-327, March.
  19. Marco Caliendo & Sabine Kopeinig, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," Discussion Papers of DIW Berlin 485, DIW Berlin, German Institute for Economic Research.
  20. Lori G. Kletzer, 1998. "Job Displacement," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 115-136, Winter.
  21. Christopher J. Ruhm, 2003. "Healthy Living in Hard Times," NBER Working Papers 9468, National Bureau of Economic Research, Inc.
  22. Arndt Reichert & Harald Tauchmann, 2011. "The Causal Impact of Fear of Unemployment on Psychological Health," Ruhr Economic Papers 0266, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  23. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, issue Nov, pages 2-20.
  24. Nicolas R. Ziebarth & Markus M. Grabka, 2008. "In Vino Pecunia?: The Association between Beverage-Specific Drinking Behavior and Wages," Discussion Papers of DIW Berlin 779, DIW Berlin, German Institute for Economic Research.
  25. Christopher J. Ruhm & William E. Black, 2001. "Does Drinking Really Decrease in Bad Times?," NBER Working Papers 8511, National Bureau of Economic Research, Inc.
  26. Caliendo, Marco & Tatsiramos, Konstantinos & Uhlendorff, Arne, 2009. "Benefit Duration, Unemployment Duration and Job Match Quality: A Regression-Discontinuity Approach," IZA Discussion Papers 4670, Institute for the Study of Labor (IZA).
  27. George A. Akerlof & Rachel E. Kranton, 2000. "Economics And Identity," The Quarterly Journal of Economics, MIT Press, vol. 115(3), pages 715-753, August.
  28. Petri Böckerman & Pekka Ilmakunnas, 2009. "Unemployment and self-assessed health: evidence from panel data," Health Economics, John Wiley & Sons, Ltd., vol. 18(2), pages 161-179.
  29. DeCicca, Philip & McLeod, Logan, 2008. "Cigarette taxes and older adult smoking: Evidence from recent large tax increases," Journal of Health Economics, Elsevier, vol. 27(4), pages 918-929, July.
  30. Roelfs, David J. & Shor, Eran & Davidson, Karina W. & Schwartz, Joseph E., 2011. "Losing life and livelihood: A systematic review and meta-analysis of unemployment and all-cause mortality," Social Science & Medicine, Elsevier, vol. 72(6), pages 840-854, March.
  31. Michael Lechner, 2002. "Program Heterogeneity And Propensity Score Matching: An Application To The Evaluation Of Active Labor Market Policies," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 205-220, May.
  32. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding differences in health behaviors by education," Journal of Health Economics, Elsevier, vol. 29(1), pages 1-28, January.
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Citations

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Cited by:
  1. Jan Marcus;, 2012. "The effect of unemployment on the mental health of spouses - Evidence from plant closures in Germany," Health, Econometrics and Data Group (HEDG) Working Papers 12/17, HEDG, c/o Department of Economics, University of York.
  2. Hendrik Schmitz & Matthias Westphal, 2013. "Short- and Medium-term Effects of Informal Care Provision on Health," Ruhr Economic Papers 0426, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  3. Sandra E. Black & Paul J. Devereux & Kjell G. Salvanes, 2012. "Losing Heart? The Effect of Job Displacement on Health," NBER Working Papers 18660, National Bureau of Economic Research, Inc.
  4. Eggs, Johannes, 2013. "Unemployment benefit II, unemployment and health," IAB Discussion Paper 201312, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  5. Reinhard Schunck & Benedikt G. Rogge, 2012. "Unemployment and Smoking: Causation, Selection, or Common Cause? Evidence from Longitudinal Data," SOEPpapers on Multidisciplinary Panel Data Research 491, DIW Berlin, The German Socio-Economic Panel (SOEP).
  6. Godard, Mathilde, 2013. "Gaining weight through retirement ? Results from the SHARE survey," Economics Papers from University Paris Dauphine 123456789/11535, Paris Dauphine University.
  7. André Hajek, 2013. "Life Satisfaction and Unemployment: The Role of Voluntariness and Job Prospects," SOEPpapers on Multidisciplinary Panel Data Research 601, DIW Berlin, The German Socio-Economic Panel (SOEP).
  8. Christian Bünnings, 2013. "Does New Health Information Affect Health Behavior? The Effect of Health Events on Smoking Cessation," Ruhr Economic Papers 0459, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.

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