IDEAS home Printed from https://ideas.repec.org/a/spr/jopoec/v34y2021i3d10.1007_s00148-020-00776-4.html
   My bibliography  Save this article

Does performance pay increase alcohol and drug use?

Author

Listed:
  • Benjamin Artz

    (University of Wisconsin-Oshkosh)

  • Colin P. Green

    (Norwegian University of Science and Technology)

  • John S. Heywood

    (University of Wisconsin-Milwaukee)

Abstract

Using US panel data on young workers, we demonstrate that those who receive performance pay are more likely to consume alcohol and illicit drugs. Recognizing that this likely reflects worker sorting, we first control for risk, ability, and personality proxies. We further mitigate sorting concerns by introducing worker fixed effects, worker-employer match fixed effects, and worker-employer-occupation match fixed effects. Finally, we present fixed effect IV estimates. All of these estimates continue to indicate a greater likelihood of substance use when a worker receives performance pay. The results support conjectures that stress and effort increase with performance pay and that alcohol and drug use is a coping mechanism for workers.

Suggested Citation

  • Benjamin Artz & Colin P. Green & John S. Heywood, 2021. "Does performance pay increase alcohol and drug use?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 969-1002, July.
  • Handle: RePEc:spr:jopoec:v:34:y:2021:i:3:d:10.1007_s00148-020-00776-4
    DOI: 10.1007/s00148-020-00776-4
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s00148-020-00776-4
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s00148-020-00776-4?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Kaestner, Robert & Grossman, Michael, 1998. "The effect of drug use on workplace accidents," Labour Economics, Elsevier, vol. 5(3), pages 267-294, September.
    2. Daniel Parent, 1999. "Methods of Pay and Earnings: A Longitudinal Analysis," ILR Review, Cornell University, ILR School, vol. 53(1), pages 71-86, October.
    3. Thomas Dohmen & Armin Falk & Bart H. H. Golsteyn & David Huffman & Uwe Sunde, 2017. "Risk Attitudes Across The Life Course," Economic Journal, Royal Economic Society, vol. 127(605), pages 95-116, October.
    4. Petri Böckerman & Edvard Johansson & Antti Kauhanen, 2012. "Innovative work practices and sickness absence: what does a nationally representative employee survey tell?," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 21(3), pages 587-613, June.
    5. Lundborg, Petter & Lindgren, Bjorn, 2002. "Risk Perceptions and Alcohol Consumption among Young People," Journal of Risk and Uncertainty, Springer, vol. 25(2), pages 165-183, September.
    6. Thomas S. Dee, 2001. "Alcohol abuse and economic conditions: Evidence from repeated cross‐sections of individual‐level data," Health Economics, John Wiley & Sons, Ltd., vol. 10(3), pages 257-270, April.
    7. Claudia R. Sahm, 2012. "How Much Does Risk Tolerance Change?," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 2(04), pages 1-38.
    8. Jeremy W. Bray, 2005. "Alcohol Use, Human Capital, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 23(2), pages 279-312, April.
    9. Sarah Brown & Lisa Farrell & Mark N. Harris & John G. Sessions, 2006. "Risk preference and employment contract type," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(4), pages 849-863, October.
    10. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    11. Thomas Lemieux & W. Bentley MacLeod & Daniel Parent, 2009. "Performance Pay and Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 1-49.
    12. Deborah A. Cobb‐Clark & Stefanie Schurer, 2013. "Two Economists' Musings on the Stability of Locus of Control," Economic Journal, Royal Economic Society, vol. 0, pages 358-400, August.
    13. John S. Heywood & Daniel Parent, 2012. "Performance Pay and the White-Black Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 249-290.
    14. Oriana Bandiera & Iwan Barankay & Imran Rasul, 2005. "Social Preferences and the Response to Incentives: Evidence from Personnel Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(3), pages 917-962.
    15. Anne Gielen & Marcel Kerkhofs & Jan Ours, 2010. "How performance related pay affects productivity and employment," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(1), pages 291-301, January.
    16. Keith Bender & Colin Green & John Heywood, 2012. "Piece rates and workplace injury: Does survey evidence support Adam Smith?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(2), pages 569-590, January.
    17. C. Bram Cadsby & Fei Song & Francis Tapon, 2016. "The Impact of Risk-Aversion and Stress on the Incentive Effect of Performance-Pay," Research in Experimental Economics, in: Experiments in Organizational Economics, volume 19, pages 189-227, Emerald Group Publishing Limited.
    18. Uri Gneezy & Pedro Rey-Biel, 2014. "On The Relative Efficiency Of Performance Pay And Noncontingent Incentives," Journal of the European Economic Association, European Economic Association, vol. 12(1), pages 62-72, February.
    19. John S. Heywood & Patrick L. O’Halloran, 2005. "Racial Earnings Differentials and Performance Pay," Journal of Human Resources, University of Wisconsin Press, vol. 40(2).
    20. Benjamin Artz & John S. Heywood, 2015. "Performance Pay and Workplace Injury: Panel Evidence," Economica, London School of Economics and Political Science, vol. 82, pages 1241-1260, December.
    21. Johnston, David W. & Lordan, Grace, 2012. "Discrimination makes me sick! An examination of the discrimination–health relationship," Journal of Health Economics, Elsevier, vol. 31(1), pages 99-111.
    22. Thomas Dohmen & Armin Falk, 2011. "Performance Pay and Multidimensional Sorting: Productivity, Preferences, and Gender," American Economic Review, American Economic Association, vol. 101(2), pages 556-590, April.
    23. Dave, Dhaval & Saffer, Henry, 2008. "Alcohol demand and risk preference," Journal of Economic Psychology, Elsevier, vol. 29(6), pages 810-831, December.
    24. Grund, Christian & Sliwka, Dirk, 2010. "Evidence on performance pay and risk aversion," Economics Letters, Elsevier, vol. 106(1), pages 8-11, January.
    25. Thomas Dohmen & Armin Falk & Bart H. H. Golsteyn & David Huffman & Uwe Sunde, 2017. "Risk Attitudes Across The Life Course," Economic Journal, Royal Economic Society, vol. 127(605), pages 95-116, October.
    26. Keith A. Bender & Ioannis Theodossiou, 2014. "The unintended consequences of the rat race: the detrimental effects of performance pay on health," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 824-847.
    27. Coyle, Thomas R., 2018. "Non-g residuals of group factors predict ability tilt, college majors, and jobs: A non-g nexus," Intelligence, Elsevier, vol. 67(C), pages 19-25.
    28. Gail Mitchell Hoyt & Frank J. Chaloupka, 1994. "Effect Of Survey Conditions On Self‐Reported Substance Use," Contemporary Economic Policy, Western Economic Association International, vol. 12(3), pages 109-121, July.
    29. Carpenter, Christopher S. & McClellan, Chandler B. & Rees, Daniel I., 2017. "Economic conditions, illicit drug use, and substance use disorders in the United States," Journal of Health Economics, Elsevier, vol. 52(C), pages 63-73.
    30. Tat‐kei Lai & Travis Ng, 2014. "The impact of product market competition on training provision: Evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 47(3), pages 856-888, August.
    31. Robert B. Barsky & F. Thomas Juster & Miles S. Kimball & Matthew D. Shapiro, 1997. "Preference Parameters and Behavioral Heterogeneity: An Experimental Approach in the Health and Retirement Study," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 537-579.
    32. Cawley, John & Markowitz, Sara & Tauras, John, 2004. "Lighting up and slimming down: the effects of body weight and cigarette prices on adolescent smoking initiation," Journal of Health Economics, Elsevier, vol. 23(2), pages 293-311, March.
    33. Heywood, John S. & Jirjahn, Uwe & Struewing, Cornelia, 2017. "Locus of control and performance appraisal," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 205-225.
    34. Pierre‐André Chiappori & Monica Paiella, 2011. "Relative Risk Aversion Is Constant: Evidence From Panel Data," Journal of the European Economic Association, European Economic Association, vol. 9(6), pages 1021-1052, December.
    35. Heywood, John S. & Wei, Xiangdong & Ye, Guangliang, 2011. "Piece rates for professors," Economics Letters, Elsevier, vol. 113(3), pages 285-287.
    36. Bernd J. Frick & Ute Goetzen & Robert Simmons, 2013. "The Hidden Costs of High-Performance Work Practices: Evidence from a Large German Steel Company," ILR Review, Cornell University, ILR School, vol. 66(1), pages 198-224, January.
    37. John Pencavel, 2015. "The Productivity of Working Hours," Economic Journal, Royal Economic Society, vol. 125(589), pages 2052-2076, December.
    38. William Greene, 2004. "Fixed Effects and Bias Due to the Incidental Parameters Problem in the Tobit Model," Econometric Reviews, Taylor & Francis Journals, vol. 23(2), pages 125-147.
    39. Foster, Andrew D & Rosenzweig, Mark R, 1994. "A Test for Moral Hazard in the Labor Market: Contractual Arrangements, Effort, and Health," The Review of Economics and Statistics, MIT Press, vol. 76(2), pages 213-227, May.
    40. McGuire, Thomas G. & Ruhm, Christopher J., 1993. "Workplace drug abuse policy," Journal of Health Economics, Elsevier, vol. 12(1), pages 19-38, April.
    41. Curme, Michael & Stefanec, Noah, 2007. "Worker quality and labor market sorting," Economics Letters, Elsevier, vol. 96(2), pages 202-208, August.
    42. Cornelissen, Thomas & Heywood, John S. & Jirjahn, Uwe, 2011. "Performance pay, risk attitudes and job satisfaction," Labour Economics, Elsevier, vol. 18(2), pages 229-239, April.
    43. Fisman, Raymond & Svensson, Jakob, 2007. "Are corruption and taxation really harmful to growth? Firm level evidence," Journal of Development Economics, Elsevier, vol. 83(1), pages 63-75, May.
    44. Edward P. Lazear, 2000. "Performance Pay and Productivity," American Economic Review, American Economic Association, vol. 90(5), pages 1346-1361, December.
    45. Jed DeVaro & John S. Heywood, 2017. "Performance Pay and Work-Related Health Problems," ILR Review, Cornell University, ILR School, vol. 70(3), pages 670-703, May.
    46. Colin P. Green & John S. Heywood & Nikolaos Theodoropoulos, 2014. "Performance pay and ethnic earnings differences in Britain," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 798-823.
    47. Colin P. Green & John S. Heywood, 2016. "Don't Forget the Gravy! Are Bonuses Just Added on Top of Salaries?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 55(3), pages 490-513, July.
    48. Markus K. Brunnermeier & Stefan Nagel, 2008. "Do Wealth Fluctuations Generate Time-Varying Risk Aversion? Micro-evidence on Individuals," American Economic Review, American Economic Association, vol. 98(3), pages 713-736, June.
    49. Christos Bilanakos & Colin P. Green & John S. Heywood & Nikolaos Theodoropoulos, 2017. "Do Dominant Firms Provide More Training?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(1), pages 67-95, February.
    50. Chie Hanaoka & Hitoshi Shigeoka & Yasutora Watanabe, 2015. "Do Risk Preferences Change? Evidence from Panel Data before and after the Great East Japan Earthquake," NBER Working Papers 21400, National Bureau of Economic Research, Inc.
    51. Tatkei Lai & Travis Ng, 2014. "The impact of product market competition on training provision: Evidence from Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 47(3), pages 856-888, August.
    52. Tuomas Pekkarinen & Chris Riddell, 2008. "Performance Pay and Earnings: Evidence from Personnel Records," ILR Review, Cornell University, ILR School, vol. 61(3), pages 297-319, April.
    53. Darin F. Ullman, 2017. "The Effect of Medical Marijuana on Sickness Absence," Health Economics, John Wiley & Sons, Ltd., vol. 26(10), pages 1322-1327, October.
    54. Toupin, Dominic & LeBel, Luc & Dubeau, Denise & Imbeau, Daniel & Bouthillier, Luc, 2007. "Measuring the productivity and physical workload of brushcutters within the context of a production-based pay system," Forest Policy and Economics, Elsevier, vol. 9(8), pages 1046-1055, May.
    55. Batty, G.D. & Deary, I.J. & Schoon, I. & Emslie, C. & Hunt, K. & Gale, C.R., 2008. "Childhood mental ability and adult alcohol intake and alcohol problems: The 1970 British Cohort Study," American Journal of Public Health, American Public Health Association, vol. 98(12), pages 2237-2243.
    56. Colin Green & John S. Heywood, 2008. "Does Performance Pay Increase Job Satisfaction?," Economica, London School of Economics and Political Science, vol. 75(300), pages 710-728, November.
    57. Blondel, Serge & Loheac, Youenn & Rinaudo, Stephane, 2007. "Rationality and drug use: An experimental approach," Journal of Health Economics, Elsevier, vol. 26(3), pages 643-658, May.
    58. W. Kip Viscusi & Joni Hersch, 2001. "Cigarette Smokers As Job Risk Takers," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 269-280, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mehrzad B. Baktash & John S. Heywood & Uwe Jirjahn, 2022. "Performance pay and alcohol use in Germany," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 61(4), pages 353-383, October.
    2. Benjamin Artz & John S Heywood, 2024. "Performance pay and work hours: US survey evidence," Oxford Economic Papers, Oxford University Press, vol. 76(3), pages 609-627.
    3. Mehrzad B. Baktash & John S. Heywood & Uwe Jirjahn, 2023. "Does Performance Pay Increase the Risk of Marital Instability?," Research Papers in Economics 2023-06, University of Trier, Department of Economics.
    4. Green, Colin P. & Heywood, John S., 2023. "Performance pay, work hours and employee health in the UK," Labour Economics, Elsevier, vol. 84(C).
    5. Adams, Scott J. & Heywood, John S. & Ullman, Darin F. & Venkatesh, Shrathinth, 2022. "Social jobs and the returns to drinking," Economics & Human Biology, Elsevier, vol. 46(C).
    6. Monica Roman & Klaus F. Zimmermann & Aurelian-Petrus Plopeanu, 2022. "Religiosity, Smoking and Other Risky Behaviors," Journal of Economics, Management and Religion (JEMAR), World Scientific Publishing Co. Pte. Ltd., vol. 3(01), pages 1-27, July.
    7. David Butler & Robert Butler & Robert Simmons, 2022. "Contracts, pay and performance in the sport of kings: Evidence from horse racing," British Journal of Industrial Relations, London School of Economics, vol. 60(1), pages 152-175, March.
    8. Baktash, Mehrzad B. & Heywood, John S. & Jirjahn, Uwe, 2024. "Variable Pay and Work Hours: Does Performance Pay Reduce the Gender Time Gap?," GLO Discussion Paper Series 1450, Global Labor Organization (GLO).
    9. Baktash, Mehrzad B. & Heywood, John S. & Jirjahn, Uwe, 2022. "Worker stress and performance pay: German survey evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 201(C), pages 276-291.
    10. Nicole Andelic & Julia Allan & Keith A. Bender & Daniel Powell & Ioannis Theodossiou, 2024. "Performance‐related pay, mental and physiological health," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(1), pages 3-25, January.
    11. Green, Colin P. & Heywood, John S., 2022. "Does Performance Pay Influence Hours of Work?," IZA Discussion Papers 15474, Institute of Labor Economics (IZA).

    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. Mehrzad B. Baktash & John S. Heywood & Uwe Jirjahn, 2022. "Performance pay and alcohol use in Germany," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 61(4), pages 353-383, October.
    2. Baktash, Mehrzad B. & Heywood, John S. & Jirjahn, Uwe, 2022. "Worker stress and performance pay: German survey evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 201(C), pages 276-291.
    3. Green, Colin P. & Heywood, John S., 2023. "Performance pay, work hours and employee health in the UK," Labour Economics, Elsevier, vol. 84(C).
    4. Green, Colin P. & Heywood, John S., 2022. "Does Performance Pay Influence Hours of Work?," IZA Discussion Papers 15474, Institute of Labor Economics (IZA).
    5. Baktash, Mehrzad B. & Heywood, John S. & Jirjahn, Uwe, 2023. "Does Performance Pay Increase the Risk of Marital Instability?," GLO Discussion Paper Series 1305, Global Labor Organization (GLO).
    6. Baktash, Mehrzad B., 2023. "Overeducation, Performance Pay and Wages: Evidence from Germany," GLO Discussion Paper Series 1327, Global Labor Organization (GLO).
    7. Allan, Julia L. & Andelic, Nicole & Bender, Keith A. & Powell, Daniel & Stoffel, Sandro & Theodossiou, Ioannis, 2021. "Employment contracts and stress: Experimental evidence," Journal of Economic Behavior & Organization, Elsevier, vol. 187(C), pages 360-373.
    8. Keith Bender & Colin Green & John Heywood, 2012. "Piece rates and workplace injury: Does survey evidence support Adam Smith?," Journal of Population Economics, Springer;European Society for Population Economics, vol. 25(2), pages 569-590, January.
    9. Benjamin Artz & John S Heywood, 2024. "Performance pay and work hours: US survey evidence," Oxford Economic Papers, Oxford University Press, vol. 76(3), pages 609-627.
    10. Uwe Jirjahn & Jens Mohrenweiser, 2019. "Performance Pay and Applicant Screening," British Journal of Industrial Relations, London School of Economics, vol. 57(3), pages 540-575, September.
    11. Colin P. Green & John S. Heywood, 2016. "Don't Forget the Gravy! Are Bonuses Just Added on Top of Salaries?," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 55(3), pages 490-513, July.
    12. Cornelissen, Thomas & Heywood, John S. & Jirjahn, Uwe, 2011. "Performance pay, risk attitudes and job satisfaction," Labour Economics, Elsevier, vol. 18(2), pages 229-239, April.
    13. K. Sommerfeld, 2013. "Higher and higher? Performance pay and wage inequality in Germany," Applied Economics, Taylor & Francis Journals, vol. 45(30), pages 4236-4247, October.
    14. Marco Clemens, 2024. "Bonuses, Profit-sharing and Job Satisfaction: the More, the Better?," IAAEU Discussion Papers 202406, Institute of Labour Law and Industrial Relations in the European Union (IAAEU).
    15. David Butler & Robert Butler & Robert Simmons, 2022. "Contracts, pay and performance in the sport of kings: Evidence from horse racing," British Journal of Industrial Relations, London School of Economics, vol. 60(1), pages 152-175, March.
    16. John S. Heywood & Daniel Parent, 2012. "Performance Pay and the White-Black Wage Gap," Journal of Labor Economics, University of Chicago Press, vol. 30(2), pages 249-290.
    17. Hetschko, Clemens & Preuss, Malte, 2020. "Income in jeopardy: How losing employment affects the willingness to take risks," Journal of Economic Psychology, Elsevier, vol. 79(C).
    18. Heywood, John S. & Jirjahn, Uwe & Struewing, Cornelia, 2017. "Locus of control and performance appraisal," Journal of Economic Behavior & Organization, Elsevier, vol. 142(C), pages 205-225.
    19. Nicolás Salamanca & Buly A. Cardak & Edwin Ip & Joe Vecci, 2023. "Time-stability of risk preferences: A new approach with evidence from developed and developing countries," Discussion Papers 2305, University of Exeter, Department of Economics.
    20. Cardak, Buly A. & Martin, Vance L., 2023. "Household willingness to take financial risk: Stockmarket movements and life‐cycle effects," Journal of Banking & Finance, Elsevier, vol. 149(C).

    More about this item

    Keywords

    Performance pay; Alcohol; Drugs; Sorting;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods

    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:spr:jopoec:v:34:y:2021:i:3:d:10.1007_s00148-020-00776-4. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.