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Does Job Loss Make You Smoke and Gain Weight?

  • Jan Marcus

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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File URL: http://www.diw.de/documents/publikationen/73/diw_01.c.394452.de/diw_sp0432.pdf
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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
Handle: RePEc:diw:diwsop:diw_sp432
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  1. 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.
  2. Kerwin Kofi Charles & Melvin Stephens Jr., 2001. "Job Displacement, Disability, and Divorce," NBER Working Papers 8578, National Bureau of Economic Research, Inc.
  3. Kuhn, Andreas & Lalive, Rafael & Zweimüller, Josef, 2009. "The Public Health Costs of Job Loss," CEPR Discussion Papers 7420, C.E.P.R. Discussion Papers.
  4. Reichert, Arndt & Tauchmann, Harald, 2011. "The Causal Impact of Fear of Unemployment on Psychological Health," Ruhr Economic Papers 266, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  5. 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.
  6. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
  7. Lori G. Kletzer, 1998. "Job Displacement," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 115-136, Winter.
  8. Emilia Del Bono & Andrea Weber & Rudolf Winter-Ebmer, 2012. "Clash Of Career And Family: Fertility Decisions After Job Displacement," Journal of the European Economic Association, European Economic Association, vol. 10(4), pages 659-683, 08.
  9. Rajeev Dehejia & Adriana Lleras-Muney, 2004. "Booms, Busts, and Babies' Health," Working Papers 250, Princeton University, Woodrow Wilson School of Public and International Affairs, Center for Health and Wellbeing..
  10. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
  11. repec:pri:indrel:dsp01kw52j8087 is not listed on IDEAS
  12. Caliendo, Marco & Kopeinig, Sabine, 2005. "Some Practical Guidance for the Implementation of Propensity Score Matching," IZA Discussion Papers 1588, Institute for the Study of Labor (IZA).
  13. John Cawley & Christopher Ruhm, 2011. "The Economics of Risky Health Behaviors," NBER Working Papers 17081, National Bureau of Economic Research, Inc.
  14. Ruhm, Christopher J. & Black, William E., 2002. "Does drinking really decrease in bad times?," Journal of Health Economics, Elsevier, vol. 21(4), pages 659-678, July.
  15. Gert G. Wagner & Joachim R. Frick & Jürgen Schupp, 2007. "The German Socio-Economic Panel Study (SOEP): Scope, Evolution and Enhancements," SOEPpapers on Multidisciplinary Panel Data Research 1, DIW Berlin, The German Socio-Economic Panel (SOEP).
  16. 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.
  17. 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.
  18. Louis S. Jacobson & Robert J. LaLonde & Daniel Sullivan, 1992. "Earnings Losses of Displaced Workers," Upjohn Working Papers and Journal Articles 92-11, W.E. Upjohn Institute for Employment Research.
  19. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, Oxford University Press, vol. 115(3), pages 715-753.
  20. Henry S. Farber, 2011. "Job Loss in the Great Recession: Historical Perspective from the Displaced Workers Survey, 1984-2010," NBER Working Papers 17040, National Bureau of Economic Research, Inc.
  21. Alberto Abadie & Guido W. Imbens, 2006. "Large Sample Properties of Matching Estimators for Average Treatment Effects," Econometrica, Econometric Society, vol. 74(1), pages 235-267, 01.
  22. Eliason, Marcus & Storrie, Donald, 2004. "Does job loss shorten life?," Working Papers in Economics 153, University of Gothenburg, Department of Economics, revised 17 Sep 2007.
  23. Daniel Sullivan & Till von Wachter, 2009. "Job Displacement and Mortality: An Analysis Using Administrative Data," The Quarterly Journal of Economics, Oxford University Press, vol. 124(3), pages 1265-1306.
  24. Farber, Henry S, 2011. "Job Loss in the Great Recession: Historical Perspective from the Displaced Workers Survey, 1984-2010," IZA Discussion Papers 5696, Institute for the Study of Labor (IZA).
  25. Christopher J. Ruhm, 1996. "Are Recessions Good For Your Health?," NBER Working Papers 5570, National Bureau of Economic Research, Inc.
  26. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding Differences in Health Behaviors by Education," Scholarly Articles 5344195, Harvard University Department of Economics.
  27. Wichert, Laura & Wilke, Ralf A., 2010. "Which factors safeguard employment? : An analysis with misclassified German register data," FDZ Methodenreport 201011_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  28. Heejung Bang & James M. Robins, 2005. "Doubly Robust Estimation in Missing Data and Causal Inference Models," Biometrics, The International Biometric Society, vol. 61(4), pages 962-973, December.
  29. Lindo, Jason M., 2011. "Parental job loss and infant health," Journal of Health Economics, Elsevier, vol. 30(5), pages 869-879.
  30. 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.
  31. 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.
  32. Melvin Stephens, 2004. "Job Loss Expectations, Realizations, and Household Consumption Behavior," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 253-269, February.
  33. Böckerman, Petri & Ilmakunnas, Pekka, 2007. "Unemployment and self-assessed health: Evidence from panel data," MPRA Paper 1798, University Library of Munich, Germany.
  34. 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.
  35. Edwin Leuven & Barbara Sianesi, 2003. "PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing," Statistical Software Components S432001, Boston College Department of Economics, revised 19 Jan 2015.
  36. 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.
  37. Lechner, Michael, 1999. "Identification and Estimation of Causal Effects of Multiple Treatments Under the Conditional Independence Assumption," IZA Discussion Papers 91, Institute for the Study of Labor (IZA).
  38. Salm, Martin, 2009. "Does Job Loss Cause Ill Health?," IZA Discussion Papers 4147, Institute for the Study of Labor (IZA).
  39. repec:pri:cheawb:adriana_booms is not listed on IDEAS
  40. 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.
  41. 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).
  42. SonjaC. Kassenboehmer & JohnP. Haisken-DeNew, 2009. "You're Fired! The Causal Negative Effect of Entry Unemployment on Life Satisfaction," Economic Journal, Royal Economic Society, vol. 119(536), pages 448-462, 03.
  43. Andrew E. Clark, 2003. "Unemployment as a Social Norm: Psychological Evidence from Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 21(2), pages 289-322, April.
  44. Alberto Abadie & Guido W. Imbens, 2008. "On the Failure of the Bootstrap for Matching Estimators," Econometrica, Econometric Society, vol. 76(6), pages 1537-1557, November.
  45. 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.
  46. Andreas Knabe & Steffen Rätzel, 2008. "Scarring or Scaring? The Psychological Impact of Past Unemployment and Future Unemployment Risk," CESifo Working Paper Series 2457, CESifo Group Munich.
  47. Salm, M., 2009. "Does job loss cause ill health?," Other publications TiSEM 314436db-9957-4912-ba47-9, Tilburg University, School of Economics and Management.
  48. 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.
  49. Stevens, Ann Huff, 1997. "Persistent Effects of Job Displacement: The Importance of Multiple Job Losses," Journal of Labor Economics, University of Chicago Press, vol. 15(1), pages 165-88, January.
  50. 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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