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Does Job Loss Make You Smoke and Gain Weight?

Listed author(s):
  • 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. 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.
  2. 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.
  3. Andreas Knabe & Steffen Rätzel, 2008. "Scarring or Scaring? The Psychological Impact of Past Unemployment and Future Unemployment Risk," FEMM Working Papers 08013, Otto-von-Guericke University Magdeburg, Faculty of Economics and Management.
  4. Kuhn, Andreas & Lalive, Rafael & Zweimüller, Josef, 2009. "The Public Health Costs of Job Loss," IZA Discussion Papers 4355, Institute for the Study of Labor (IZA).
  5. 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.
  6. 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.
  7. Cawley, John & Ruhm, Christopher J., 2011. "The Economics of Risky Health Behaviors," IZA Discussion Papers 5728, Institute for the Study of Labor (IZA).
  8. Andrew Clark, 2001. "Unemployment As A Social Norm: Psychological Evidence from Panel Data," DELTA Working Papers 2001-17, DELTA (Ecole normale supérieure).
  9. 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.
  10. Lindo, Jason M., 2010. "Parental Job Loss and Infant Health," IZA Discussion Papers 5213, Institute for the Study of Labor (IZA).
  11. Marco Caliendo & Konstantinos Tatsiramos & Arne Uhlendorff, 2009. "Benefit Duration, Unemployment Duration and Job Match Quality: A Regression-Discontinuity Approach," Discussion Papers of DIW Berlin 967, DIW Berlin, German Institute for Economic Research.
  12. repec:pri:cheawb:adriana_booms is not listed on IDEAS
  13. Christopher J. Ruhm, 2000. "Are Recessions Good for Your Health?," The Quarterly Journal of Economics, Oxford University Press, vol. 115(2), pages 617-650.
  14. Del Bono, Emilia & Weber, Andrea & Winter-Ebmer, Rudolf, 2007. "Clash of career and family: fertility decisions after job displacement," ISER Working Paper Series 2007-33, Institute for Social and Economic Research.
  15. 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.
  16. 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 165-188, January.
  17. Ruhm, Christopher J., 2005. "Healthy living in hard times," Journal of Health Economics, Elsevier, vol. 24(2), pages 341-363, March.
  18. Imbens, Guido & Abadie, Alberto, 2008. "On the Failure of the Bootstrap for Matching Estimators," Scholarly Articles 3043415, Harvard University Department of Economics.
  19. Lori G. Kletzer, 1998. "Job Displacement," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 115-136, Winter.
  20. 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..
  21. 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).
  22. Ziebarth, Nicolas R. & Grabka, Markus M., 2009. "In Vino Pecunia? The Association Between Beverage-Specific Drinking Behavior and Wages," EconStor Open Access Articles, ZBW - German National Library of Economics, pages 219-244.
  23. 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.
  24. 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].
  25. Martin Salm, 2009. "Does job loss cause ill health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(9), pages 1075-1089.
  26. 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.
  27. 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.
  28. 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.
  29. 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.
  30. 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.
  31. 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.
  32. Marcus Eliason & Donald Storrie, 2009. "Does Job Loss Shorten Life?," Journal of Human Resources, University of Wisconsin Press, vol. 44(2).
  33. Salm, M., 2009. "Does job loss cause ill health?," Other publications TiSEM 314436db-9957-4912-ba47-9, Tilburg University, School of Economics and Management.
  34. 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.
  35. Böckerman, Petri & Ilmakunnas, Pekka, 2007. "Unemployment and self-assessed health: Evidence from panel data," MPRA Paper 1798, University Library of Munich, Germany.
  36. Cutler, David M. & Lleras-Muney, Adriana, 2010. "Understanding Differences in Health Behaviors by Education," Scholarly Articles 5344195, Harvard University Department of Economics.
  37. Kerwin Kofi Charles & Melvin Stephens, 2004. "Job Displacement, Disability, and Divorce," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 489-522, April.
  38. repec:pri:indrel:dsp01kw52j8087 is not listed on IDEAS
  39. 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.
  40. 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.
  41. 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.
  42. 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.
  43. 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.
  44. 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).
  45. George A. Akerlof & Rachel E. Kranton, 2000. "Economics and Identity," The Quarterly Journal of Economics, Oxford University Press, vol. 115(3), pages 715-753.
  46. 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.
  47. 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.
  48. 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).
  49. 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.
  50. 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.
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