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The Pros and Cons of Sick Pay Schemes: Testing for Contagious Presenteeism and Shirking Behavior

Author

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  • Stefan Pichler

    (ETH Zurich)

  • Nicolas Ziebarth

    (Cornell University)

Abstract

This paper proposes a test for the existence and degree of contagious presenteeism and negative externalities in sickness insurance schemes. First, we theoretically decompose moral hazard into shirking and contagious presenteeism behavior and derive testable conditions. Then, we implement the test exploiting German sick pay reforms and administrative industry-level data on certified sick leave by diagnoses. The labor supply adjustment for contagious diseases is significantly smaller than for noncontagious diseases. Lastly, using Google Flu data and the staggered implementation of U.S. sick leave reforms, we show that flu rates decrease after employees gain access to paid sick leave.

Suggested Citation

  • Stefan Pichler & Nicolas Ziebarth, 2015. "The Pros and Cons of Sick Pay Schemes: Testing for Contagious Presenteeism and Shirking Behavior," Upjohn Working Papers 15-239, W.E. Upjohn Institute for Employment Research.
  • Handle: RePEc:upj:weupjo:15-239
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    1. Rafael Lalive & Analía Schlosser & Andreas Steinhauer & Josef Zweimüller, 2014. "Parental Leave and Mothers' Careers: The Relative Importance of Job Protection and Cash Benefits," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(1), pages 219-265.
    2. Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2013. "Selection on Moral Hazard in Health Insurance," American Economic Review, American Economic Association, vol. 103(1), pages 178-219, February.
    3. 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.
    4. Andrea Ichino & Enrico Moretti, 2009. "Biological Gender Differences, Absenteeism, and the Earnings Gap," American Economic Journal: Applied Economics, American Economic Association, vol. 1(1), pages 183-218, January.
    5. Maya Rossin‐Slater & Christopher J. Ruhm & Jane Waldfogel, 2013. "The Effects of California's Paid Family Leave Program on Mothers’ Leave‐Taking and Subsequent Labor Market Outcomes," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 32(2), pages 224-245, March.
    6. Mark V. Pauly & Sean Nicholson & Daniel Polsky & Marc L. Berger & Claire Sharda, 2008. "Valuing reductions in on‐the‐job illness: ‘presenteeism’ from managerial and economic perspectives," Health Economics, John Wiley & Sons, Ltd., vol. 17(4), pages 469-485, April.
    7. Lazer, David & Ryan Kennedy & Gary King & Alessandro Vespignani, 2014. "Google Flu Trends Still Appears Sick: An Evaluation of the 2013?2014 Flu Season," Working Paper 155056, Harvard University OpenScholar.
    8. Thomas Ahn & Aaron Yelowitz, 2015. "The short-run impacts of Connecticut's paid sick leave legislation," Applied Economics Letters, Taylor & Francis Journals, vol. 22(15), pages 1267-1272, October.
    9. 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.
    10. Harald Dale-Olsen, 2014. "Sickness Absence, Sick Leave Pay, and Pay Schemes," LABOUR, CEIS, vol. 28(1), pages 40-63, March.
    11. Vincenzo Scoppa & Daniela Vuri, 2014. "Absenteeism, unemployment and employment protection legislation: evidence from Italy," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 3(1), pages 1-25, December.
    12. Simen Markussen, 2012. "The individual cost of sick leave," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(4), pages 1287-1306, October.
    13. 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.
    14. Pedro Carneiro & Katrine V. Løken & Kjell G. Salvanes, 2015. "A Flying Start? Maternity Leave Benefits and Long-Run Outcomes of Children," Journal of Political Economy, University of Chicago Press, vol. 123(2), pages 365-412.
    15. Philipson, Tomas, 2000. "Economic epidemiology and infectious diseases," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 33, pages 1761-1799, Elsevier.
    16. 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.
    17. Andrea Ichino & Regina T. Riphahn, 2005. "The Effect of Employment Protection on Worker Effort: Absenteeism During and After Probation," Journal of the European Economic Association, MIT Press, vol. 3(1), pages 120-143, March.
    18. Markussen, Simen & Mykletun, Arnstein & Røed, Knut, 2012. "The case for presenteeism — Evidence from Norway's sickness insurance program," Journal of Public Economics, Elsevier, vol. 96(11), pages 959-972.
    19. Felder, Stefan, 2008. "To wait or to pay for medical treatment? Restraining ex-post moral hazard in health insurance," Journal of Health Economics, Elsevier, vol. 27(6), pages 1418-1422, December.
    20. Hendrik Schmitz & Nicolas R. Ziebarth, 2017. "Does Price Framing Affect the Consumer Price Sensitivity of Health Plan Choice?," Journal of Human Resources, University of Wisconsin Press, vol. 52(1), pages 88-127.
    21. Monojit Chatterji & Colin J. Tilley, 2002. "Sickness, absenteeism, presenteeism, and sick pay," Oxford Economic Papers, Oxford University Press, vol. 54(4), pages 669-687, October.
    22. Boris HirschBy & Daniel S. J. Lechmann & Claus Schnabel, 2017. "Coming to work while sick: an economic theory of presenteeism with an application to German data," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 1010-1031.
    23. Brown, Sarah & Sessions, John G, 1996. "The Economics of Absence: Theory and Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 10(1), pages 23-53, March.
    24. Donna B. Gilleskie, 1998. "A Dynamic Stochastic Model of Medical Care Use and Work Absence," Econometrica, Econometric Society, vol. 66(1), pages 1-46, January.
    25. John Mullahy, 1999. "It'll only hurt a second? Microeconomic determinants of who gets flu shots," Health Economics, John Wiley & Sons, Ltd., vol. 8(1), pages 9-24, February.
    26. Maurer, Jürgen, 2009. "Who has a clue to preventing the flu? Unravelling supply and demand effects on the take-up of influenza vaccinations," Journal of Health Economics, Elsevier, vol. 28(3), pages 704-717, May.
    27. Gilleskie, Donna, 2010. "Work absences and doctor visits during an illness episode: The differential role of preferences, production, and policies among men and women," Journal of Econometrics, Elsevier, vol. 156(1), pages 148-163, May.
    28. Christopher J. Ruhm, 1998. "The Economic Consequences of Parental Leave Mandates: Lessons from Europe," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(1), pages 285-317.
    29. Peter Eibich & Hendrik Schmitz & Nicolas R. Ziebarth, 2012. "Add-On Premiums Increase Price Transparency: More Policy Holders Switch Health Plans," DIW Economic Bulletin, DIW Berlin, German Institute for Economic Research, vol. 2(2), pages 15-24.
    30. Maria De Paola & Vincenzo Scoppa & Valeria Pupo, 2014. "Absenteeism in the Italian Public Sector: The Effects of Changes in Sick Leave Policy," Journal of Labor Economics, University of Chicago Press, vol. 32(2), pages 337-360.
    31. Pauly, Mark, 1983. "More on moral hazard," Journal of Health Economics, Elsevier, vol. 2(1), pages 81-85, March.
    32. 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.
    33. Bhattacharya, Jay & Packalen, Mikko, 2012. "The other ex ante moral hazard in health," Journal of Health Economics, Elsevier, vol. 31(1), pages 135-146.
    34. 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.
    35. Oecd, 2014. "Intergovernmental organisation activities," Nuclear Law Bulletin, OECD Publishing, vol. 2014(1), pages 113-121.
    36. Jane Waldfogel, 1998. "Understanding the "Family Gap" in Pay for Women with Children," Journal of Economic Perspectives, American Economic Association, vol. 12(1), pages 137-156, Winter.
    37. S Brown & J G Sessions, 2004. "Absenteeism, Presenteeism, and Shirking," Economic Issues Journal Articles, Economic Issues, vol. 9(1), pages 15-23, March.
    38. Pia Rattenhuber, 2011. "Building the Minimum Wage: Germany's First Sectoral Minimum Wage and Its Impact on Wages in the Construction Industry," Discussion Papers of DIW Berlin 1111, DIW Berlin, German Institute for Economic Research.
    39. 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.
    40. Riphahn, Regina T., 2004. "Employment protection and effort among German employees," Economics Letters, Elsevier, vol. 85(3), pages 353-357, December.
    41. Susser, Philip & Ziebarth, Nicolas R., 2016. "Profiling the US Sick Leave Landscape," IZA Discussion Papers 9709, Institute of Labor Economics (IZA).
    42. Wändi Bruine de Bruin & Andrew Parker & Jürgen Maurer, 2011. "Assessing small non-zero perceptions of chance: The case of H1N1 (swine) flu risks," Journal of Risk and Uncertainty, Springer, vol. 42(2), pages 145-159, April.
    43. Johansson, Per & Palme, Marten, 2005. "Moral hazard and sickness insurance," Journal of Public Economics, Elsevier, vol. 89(9-10), pages 1879-1890, September.
    44. 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.
    45. Harald Dale-Olsen, 2013. "Absenteeism, Efficiency Wages, and Marginal Taxes," Scandinavian Journal of Economics, Wiley Blackwell, vol. 115(4), pages 1158-1185, October.
    46. Ziebarth, Nicolas R., 2013. "Long-term absenteeism and moral hazard—Evidence from a natural experiment," Labour Economics, Elsevier, vol. 24(C), pages 277-292.
    47. 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.
    48. Karlsson, Martin & Nilsson, Therese & Pichler, Stefan, 2014. "The impact of the 1918 Spanish flu epidemic on economic performance in Sweden," Journal of Health Economics, Elsevier, vol. 36(C), pages 1-19.
    49. Oecd, 2015. "Intergovernmental organisation activities," Nuclear Law Bulletin, OECD Publishing, vol. 2014(2), pages 133-142.
    50. Jeremy Ginsberg & Matthew H. Mohebbi & Rajan S. Patel & Lynnette Brammer & Mark S. Smolinski & Larry Brilliant, 2009. "Detecting influenza epidemics using search engine query data," Nature, Nature, vol. 457(7232), pages 1012-1014, February.
    51. 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.
    52. Mark V. Pauly, 1974. "Overinsurance and Public Provision of Insurance: The Roles of Moral Hazard and Adverse Selection," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 88(1), pages 44-62.
    53. Newhouse, Joseph P., 2006. "Reconsidering the moral hazard-risk avoidance tradeoff," Journal of Health Economics, Elsevier, vol. 25(5), pages 1005-1014, September.
    54. Uscher-Pines, L. & Maurer, J. & Harris, K.M., 2011. "Racial and ethnic disparities in uptake and location of vaccination for 2009-H1N1 and seasonal influenza," American Journal of Public Health, American Public Health Association, vol. 101(7), pages 1252-1255.
    55. Gruber, Jonathan, 1994. "The Incidence of Mandated Maternity Benefits," American Economic Review, American Economic Association, vol. 84(3), pages 622-641, June.
    56. Stefan Pichler, 2015. "Sickness Absence, Moral Hazard, and the Business Cycle," Health Economics, John Wiley & Sons, Ltd., vol. 24(6), pages 692-710, June.
    57. Robert Sandy & Robert F. Elliott, 2005. "Long-term Illness and Wages: The Impact of the Risk of Occupationally Related Long-term Illness on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 40(3).
    58. repec:bla:scandj:v:96:y:1994:i:4:p:561-66 is not listed on IDEAS
    59. Nyman, John A., 1999. "The economics of moral hazard revisited," Journal of Health Economics, Elsevier, vol. 18(6), pages 811-824, December.
    60. A. J. Culyer & J. P. Newhouse (ed.), 2000. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, edition 1, volume 1, number 1.
    61. 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).
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    Cited by:

    1. Boris HirschBy & Daniel S. J. Lechmann & Claus Schnabel, 2017. "Coming to work while sick: an economic theory of presenteeism with an application to German data," Oxford Economic Papers, Oxford University Press, vol. 69(4), pages 1010-1031.
    2. 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.
    3. Ahn, Thomas & Yelowitz, Aaron, 2016. "Paid Sick Leave and Absenteeism: The First Evidence from the U.S," MPRA Paper 69794, University Library of Munich, Germany.
    4. Ángel Martín-Román & Alfonso Moral, 2017. "A methodological proposal to evaluate the cost of duration moral hazard in workplace accident insurance," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(9), pages 1181-1198, December.
    5. Carlo Alberto Biscardo & Alessandro Bucciol & Paolo Pertile, 2015. "Who should monitor job sick leave?," Working Papers 18/2015, University of Verona, Department of Economics.

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    More about this item

    Keywords

    Sickness Insurance; Paid Sick Leave; Presenteeism; Contagious Diseases; Infections; Negative Externalities; Shirking; United States; Germany;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • 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
    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • J32 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Nonwage Labor Costs and Benefits; Retirement Plans; Private Pensions

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