IDEAS home Printed from https://ideas.repec.org/a/wly/japmet/v29y2014i2p208-230.html
   My bibliography  Save this article

The Effects Of Expanding The Generosity Of The Statutory Sickness Insurance System

Author

Listed:
  • Nicolas R. Ziebarth
  • Martin Karlsson

Abstract

SUMMARY This article evaluates an expansion of employer‐mandated sick leave from 80% to 100% of forgone gross wages in Germany. We employ and compare parametric difference‐in‐difference (DID), matching DID and mixed approaches. Overall workplace absences increased by at least 10% or 1 day per worker per year. We show that taking partial compliance into account increases coefficient estimates. Further, heterogeneity in response behavior was of great importance. There is no evidence that the increase in sick leave improved employee health, a finding that supports a shirking explanation. Finally, we provide evidence on potential labor market adjustments to the reform. Copyright © 2013 John Wiley & Sons, Ltd.

Suggested Citation

  • Nicolas R. Ziebarth & Martin Karlsson, 2014. "The Effects Of Expanding The Generosity Of The Statutory Sickness Insurance System," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(2), pages 208-230, March.
  • Handle: RePEc:wly:japmet:v:29:y:2014:i:2:p:208-230
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    2. Andrea Ichino & Giovanni Maggi, 2000. "Work Environment and Individual Background: Explaining Regional Shirking Differentials in a Large Italian Firm," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(3), pages 1057-1090.
    3. Meyer, Bruce D & Viscusi, W Kip & Durbin, David L, 1995. "Workers' Compensation and Injury Duration: Evidence from a Natural Experiment," American Economic Review, American Economic Association, vol. 85(3), pages 322-340, June.
    4. Meyer, Bruce D, 1990. "Unemployment Insurance and Unemployment Spells," Econometrica, Econometric Society, vol. 58(4), pages 757-782, July.
    5. 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.
    6. René Böheim & Thomas Leoni, 2011. "Firms’ moral hazard in sickness absences," NRN working papers 2011-10, The Austrian Center for Labor Economics and the Analysis of the Welfare State, Johannes Kepler University Linz, Austria.
    7. Markus Frölich & Almas Heshmati & Michael Lechner, 2004. "A microeconometric evaluation of rehabilitation of long-term sickness in Sweden," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(3), pages 375-396.
    8. Johansson, Per & Palme, Marten, 1996. "Do economic incentives affect work absence? Empirical evidence using Swedish micro data," Journal of Public Economics, Elsevier, vol. 59(2), pages 195-218, February.
    9. Chen, Susan & van der Klaauw, Wilbert, 2008. "The work disincentive effects of the disability insurance program in the 1990s," Journal of Econometrics, Elsevier, vol. 142(2), pages 757-784, February.
    10. Card, David & Krueger, Alan B, 1994. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania," American Economic Review, American Economic Association, vol. 84(4), pages 772-793, September.
    11. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    12. Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
    13. Wolter H.J. Hassink & Pierre Koning, 2009. "Do Financial Bonuses Reduce Employee Absenteeism? Evidence from a Lottery," ILR Review, Cornell University, ILR School, vol. 62(3), pages 327-342, April.
    14. Jan Erik Askildsen & Espen Bratberg & Øivind Anti Nilsen, 2005. "Unemployment, labor force composition and sickness absence: a panel data study," Health Economics, John Wiley & Sons, Ltd., vol. 14(11), pages 1087-1101, November.
    15. Bound, John, 1989. "The Health and Earnings of Rejected Disability Insurance Applicants," American Economic Review, American Economic Association, vol. 79(3), pages 482-503, June.
    16. Goerke, Laszlo & Pannenberg, Markus, 2015. "Trade union membership and sickness absence: Evidence from a sick pay reform," Labour Economics, Elsevier, vol. 33(C), pages 13-25.
    17. Michael Feil & Sabine Klinger & Gerd Zika, 2008. "Der Beschäftigungseffekt geringerer Sozialabgaben in Deutschland - Wie beeinflusst die Wahl des Simulationsmodells das Ergebnis?," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 128(3), pages 431-460.
    18. Jonathan T. Kolstad & Amanda E. Kowalski, 2012. "Mandate-Based Health Reform and the Labor Market:� Evidence from the Massachusetts Reform," Cowles Foundation Discussion Papers 1855, Cowles Foundation for Research in Economics, Yale University.
    19. Tim A. Barmby & Marco G. Ercolani & John G. Treble, 2002. "Sickness Absence: An International Comparison," Economic Journal, Royal Economic Society, vol. 112(480), pages 315-331, June.
    20. Alberto Abadie & David Drukker & Jane Leber Herr & Guido W. Imbens, 2004. "Implementing matching estimators for average treatment effects in Stata," Stata Journal, StataCorp LP, vol. 4(3), pages 290-311, September.
    21. Ziebarth, Nicolas R. & Karlsson, Martin, 2010. "A natural experiment on sick pay cuts, sickness absence, and labor costs," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 1108-1122, December.
    22. NicolasR. Ziebarth, 2010. "Estimating Price Elasticities of Convalescent Care Programmes," Economic Journal, Royal Economic Society, vol. 120(545), pages 816-844, June.
    23. Johansson, Per & Palme, Marten, 2005. "Moral hazard and sickness insurance," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1879-1890, September.
    24. Dominique Goux & Eric Maurin & Barbara Petrongolo, 2014. "Worktime Regulations and Spousal Labor Supply," American Economic Review, American Economic Association, vol. 104(1), pages 252-276, January.
    25. Stephen G. Donald & Kevin Lang, 2007. "Inference with Difference-in-Differences and Other Panel Data," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 221-233, May.
    26. Puhani, Patrick A. & Sonderhof, Katja, 2010. "The effects of a sick pay reform on absence and on health-related outcomes," Journal of Health Economics, Elsevier, vol. 29(2), pages 285-302, March.
    27. Doherty, N A, 1979. "National Insurance and Absence from Work," Economic Journal, Royal Economic Society, vol. 89(353), pages 50-65, March.
    28. Richard V. Burkhauser & J. S. Butler & Gulcin Gumus, 2004. "Dynamic programming model estimates of Social Security Disability Insurance application timing," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 19(6), pages 671-685.
    29. Abadie, Alberto & Imbens, Guido W., 2011. "Bias-Corrected Matching Estimators for Average Treatment Effects," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 1-11.
    30. Staubli, Stefan, 2011. "The impact of stricter criteria for disability insurance on labor force participation," Journal of Public Economics, Elsevier, vol. 95(9-10), pages 1223-1235, October.
    31. Puhani, Patrick A., 2012. "The treatment effect, the cross difference, and the interaction term in nonlinear “difference-in-differences” models," Economics Letters, Elsevier, vol. 115(1), pages 85-87.
    32. Per Johansson & Mårten Palme, 2002. "Assessing the Effect of Public Policy on Worker Absenteeism," Journal of Human Resources, University of Wisconsin Press, vol. 37(2), pages 381-409.
    33. Fischer, Gabriele & Janik, Florian & Müller, Dana & Schmucker, Alexandra, 2008. "The IAB establishment panel : from sample to survey to projection," FDZ Methodenreport 200801_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    34. 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.
    35. Andreas Ravndal Kostol & Magne Mogstad, 2014. "How Financial Incentives Induce Disability Insurance Recipients to Return to Work," American Economic Review, American Economic Association, vol. 104(2), pages 624-655, February.
    36. Per Pettersson-Lidbom & Peter Skogman Thoursie, 2013. "Temporary Disability Insurance and Labor Supply: Evidence from a Natural Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(2), pages 485-507, April.
    37. Barmby, Tim & Larguem, Makram, 2009. "Coughs and sneezes spread diseases: An empirical study of absenteeism and infectious illness," Journal of Health Economics, Elsevier, vol. 28(5), pages 1012-1017, September.
    38. Thomas C. Buchmueller & John DiNardo & Robert G. Valletta, 2011. "The Effect of an Employer Health Insurance Mandate on Health Insurance Coverage and the Demand for Labor: Evidence from Hawaii," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 25-51, November.
    39. Schönberg, Uta & Ludsteck, Johannes, 2007. "Maternity Leave Legislation, Female Labor Supply, and the Family Wage Gap," IZA Discussion Papers 2699, Institute of Labor Economics (IZA).
    40. Charles L. Baum, 2006. "The Effects Of Government‐Mandated Family Leave On Employer Family Leave Policies," Contemporary Economic Policy, Western Economic Association International, vol. 24(3), pages 432-445, July.
    41. repec:iab:iabfme:200801(en is not listed on IDEAS
    42. Magnus Henrekson & Mats Persson, 2004. "The Effects on Sick Leave of Changes in the Sickness Insurance System," Journal of Labor Economics, University of Chicago Press, vol. 22(1), pages 87-114, January.
    43. Jonathan Gruber, 2000. "Disability Insurance Benefits and Labor Supply," Journal of Political Economy, University of Chicago Press, vol. 108(6), pages 1162-1183, December.
    44. Miguel A. Delgado & Thomas J. Kniesner, 1997. "Count Data Models With Variance Of Unknown Form: An Application To A Hedonic Model Of Worker Absenteeism," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 41-49, February.
    45. Konstantinos Pouliakas & Nikolaos Theodoropoulos, 2012. "The Effect of Variable Pay Schemes on Workplace Absenteeism," Research in Labor Economics, in: Research in Labor Economics, pages 109-157, Emerald Group Publishing Limited.
    46. Jane Waldfogel, 1999. "The impact of the family and medical leave act," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 18(2), pages 281-302.
    47. Kolstad, Jonathan T. & Kowalski, Amanda E., 2016. "Mandate-based health reform and the labor market: Evidence from the Massachusetts reform," Journal of Health Economics, Elsevier, vol. 47(C), pages 81-106.
    48. Besley, Timothy & Case, Anne, 2000. "Unnatural Experiments? Estimating the Incidence of Endogenous Policies," Economic Journal, Royal Economic Society, vol. 110(467), pages 672-694, November.
    49. Fenn, Paul T, 1981. "Sickness Duration, Residual Disability, and Income Replacement: An Empirical Analysis," Economic Journal, Royal Economic Society, vol. 91(361), pages 158-173, March.
    50. De Paola, Maria, 2010. "Absenteeism and peer interaction effects: Evidence from an Italian Public Institute," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 39(3), pages 420-428, June.
    51. Ai, Chunrong & Norton, Edward C., 2003. "Interaction terms in logit and probit models," Economics Letters, Elsevier, vol. 80(1), pages 123-129, July.
    52. Elisabeth Fevang & Simen Markussen & Knut Røed, 2014. "The Sick Pay Trap," Journal of Labor Economics, University of Chicago Press, vol. 32(2), pages 305-336.
    53. Tim Barmby & Michael Nolan & Rainer Winkelmann, 2001. "Contracted Workdays and Absence," Manchester School, University of Manchester, vol. 69(3), pages 269-275, June.
    54. Jeffrey M. Wooldridge, 2003. "Cluster-Sample Methods in Applied Econometrics," American Economic Review, American Economic Association, vol. 93(2), pages 133-138, May.
    55. Markussen, Simen & Røed, Knut & Røgeberg, Ole J. & Gaure, Simen, 2011. "The anatomy of absenteeism," Journal of Health Economics, Elsevier, vol. 30(2), pages 277-292, March.
    56. Seung‐Hyun Hong, 2013. "Measuring The Effect Of Napster On Recorded Music Sales: Difference‐In‐Differences Estimates Under Compositional Changes," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(2), pages 297-324, March.
    57. 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.
    58. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    59. Richard V. Burkhauser & Mary C. Daly, 2012. "Social Security Disability Insurance: Time For Fundamental Change," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 31(2), pages 454-461, March.
    60. repec:bla:manchs:v:69:y:2001:i:3:p:269-75 is not listed on IDEAS
    61. William P. Curington, 1994. "Compensation for Permanent Impairment and the Duration of Work Absence: Evidence from Four Natural Experiments," Journal of Human Resources, University of Wisconsin Press, vol. 29(3), pages 888-910.
    62. Jody Heymann & Hye Jin Rho & John Schmitt & Alison Earle, 2009. "Contagion Nation: A Comparison of Paid Sick Day Policies in 22 Countries," CEPR Reports and Issue Briefs 2009-19, Center for Economic and Policy Research (CEPR).
    63. Michele Campolieti, 2004. "Disability Insurance Benefits and Labor Supply: Some Additional Evidence," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 863-890, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ziebarth, Nicolas R., 2013. "Long-term absenteeism and moral hazard—Evidence from a natural experiment," Labour Economics, Elsevier, vol. 24(C), pages 277-292.
    2. Ziebarth, Nicolas R. & Karlsson, Martin, 2010. "A natural experiment on sick pay cuts, sickness absence, and labor costs," Journal of Public Economics, Elsevier, vol. 94(11-12), pages 1108-1122, December.
    3. Eliason, Marcus & Johansson, Per & Nilsson, Martin, 2018. "Forward-looking moral hazard in social insurance: evidence from a natural experiment," Working Paper Series 2018:11, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    4. Stefan Pichler & Nicolas R. Ziebarth, 2020. "Labor Market Effects of U.S. Sick Pay Mandates," Journal of Human Resources, University of Wisconsin Press, vol. 55(2), pages 611-659.
    5. Martin Ljunge, 2011. "Sick of Taxes? Evidence on the Elasticity of Labor Supply when Workers Are Free to Choose," Discussion Papers 11-27, University of Copenhagen. Department of Economics.
    6. Pichler, Stefan & Ziebarth, Nicolas R., 2024. "Sick leave and medical leave in the United States: A categorization and recent trends," ZEW Discussion Papers 24-011, ZEW - Leibniz Centre for European Economic Research.
    7. Stefan Pichler & Nicolas R. Ziebarth, 2015. "The Pros and Cons of Sick Pay Schemes: Testing for Contagious Presenteeism and Shirking Behavior," Discussion Papers of DIW Berlin 1509, DIW Berlin, German Institute for Economic Research.
    8. 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.
    9. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
    10. Pichler, Stefan & Ziebarth, Nicolas R., 2017. "The pros and cons of sick pay schemes: Testing for contagious presenteeism and noncontagious absenteeism behavior," Journal of Public Economics, Elsevier, vol. 156(C), pages 14-33.
    11. Kieu‐Dung Nguyen & Van‐AnhThi Tran & Duc‐Thanh Nguyen, 2021. "Social insurance reform and absenteeism in Vietnam," International Journal of Social Welfare, John Wiley & Sons, vol. 30(2), pages 193-207, April.
    12. René Böheim & Thomas Leoni, 2014. "Firms' Sickness Costs and Workers' Sickness Absences," NBER Working Papers 20305, National Bureau of Economic Research, Inc.
    13. Pichler, S,; & Ziebarth, N.R,;, 2015. "The Pros and Cons of Sick Pay Schemes: A Method to Test for Contagious Presenteeism and Shirking Behavior," Health, Econometrics and Data Group (HEDG) Working Papers 15/03, HEDG, c/o Department of Economics, University of York.
    14. Pichler, Stefan & Ziebarth, Nicolas R., 2019. "Reprint of: The pros and cons of sick pay schemes: Testing for contagious presenteeism and noncontagious absenteeism behavior," Journal of Public Economics, Elsevier, vol. 171(C), pages 86-104.
    15. Carlo Alberto Biscardo & Alessandro Bucciol & Paolo Pertile, 2019. "Job sick leave: Detecting opportunistic behavior," Health Economics, John Wiley & Sons, Ltd., vol. 28(3), pages 373-386, March.
    16. NicolasR. Ziebarth, 2010. "Estimating Price Elasticities of Convalescent Care Programmes," Economic Journal, Royal Economic Society, vol. 120(545), pages 816-844, June.
    17. Puhani, Patrick A. & Sonderhof, Katja, 2010. "The effects of a sick pay reform on absence and on health-related outcomes," Journal of Health Economics, Elsevier, vol. 29(2), pages 285-302, March.
    18. Sebastien Menard, 2021. "Optimal sickness benefits in a principal–agent model," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 57(1), pages 5-33, July.
    19. René Böheim & Thomas Leoni, 2020. "Do Employees’ Sickness Absences React to a Change in Costs for Firms? Evidence from a Natural Experiment," Scandinavian Journal of Economics, Wiley Blackwell, vol. 122(2), pages 553-581, April.
    20. Eliason, Marcus & Johansson, Per & Nilsson, Martin, 2019. "Forward-looking moral hazard in social insurance," Labour Economics, Elsevier, vol. 60(C), pages 84-98.

    More about this item

    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:wly:japmet:v:29:y:2014:i:2:p:208-230. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Wiley Content Delivery (email available below). General contact details of provider: http://www.interscience.wiley.com/jpages/0883-7252/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.