IDEAS home Printed from https://ideas.repec.org/p/tin/wpaper/20170004.html
   My bibliography  Save this paper

Early Cannabis Use and School to Work Transition of Young Men

Author

Listed:
  • Jenny Williams

    (University of Melbourne, Australia)

  • Jan C. van Ours

    (Erasmus Rotterdam University, The Netherlands)

Abstract

We study the impact of early cannabis use on the school to work transition of young men. Our empirical approach accounts for common unobserved confounders that jointly affect selection into cannabis use and the transition from school to work using a multivariate mixed proportional hazard framework in which unobserved heterogeneities are drawn from a discrete mixing distribution. Extended models account for school leavers' option of returning to school rather than starting work as a competing risk. We find that early cannabis use leads young men to accept job offers more quickly and at a lower wage rate compared to otherwise similar males who did not use cannabis. These effects are present only for those who use cannabis for longer than a year before leaving school. Overall, our findings are consistent with a mechanism whereby early non-experimental cannabis use leads to greater impatience in initial labor market decision-making.

Suggested Citation

  • Jenny Williams & Jan C. van Ours, 2017. "Early Cannabis Use and School to Work Transition of Young Men," Tinbergen Institute Discussion Papers 17-004/V, Tinbergen Institute.
  • Handle: RePEc:tin:wpaper:20170004
    as

    Download full text from publisher

    File URL: https://papers.tinbergen.nl/17004.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Robert Kaestner, 1994. "The Effect of Illicit Drug Use on the Labor Supply of Young Adults," Journal of Human Resources, University of Wisconsin Press, vol. 29(1), pages 126-155.
    2. 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.
    3. Hansen, Karsten T. & Heckman, James J. & Mullen, K.J.Kathleen J., 2004. "The effect of schooling and ability on achievement test scores," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 39-98.
    4. Pedro Carneiro & Costas Meghir & Matthias Parey, 2013. "Maternal Education, Home Environments, And The Development Of Children And Adolescents," Journal of the European Economic Association, European Economic Association, vol. 11, pages 123-160, January.
    5. Simon Burgess & Carol Propper, 1998. "Early Health Related Behaviours and their Impact on Later Life Chances: Evidence from the US (OUT (publ. in Health Economics, 7(5), 1998)," CASE Papers 006, Centre for Analysis of Social Exclusion, LSE.
    6. Patrick Arni & Rafael Lalive & Jan C. Van Ours, 2013. "How Effective Are Unemployment Benefit Sanctions? Looking Beyond Unemployment Exit," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(7), pages 1153-1178, November.
    7. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    8. Joseph G. Altonji & Lisa B. Kahn & Jamin D. Speer, 2016. "Cashier or Consultant? Entry Labor Market Conditions, Field of Study, and Career Success," Journal of Labor Economics, University of Chicago Press, vol. 34(S1), pages 361-401.
    9. Jan C. van Ours, 2006. "Cannabis, cocaine and jobs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 897-917, November.
    10. van Ours, Jan C. & Williams, Jenny, 2009. "Why parents worry: Initiation into cannabis use by youth and their educational attainment," Journal of Health Economics, Elsevier, vol. 28(1), pages 132-142, January.
    11. Charles A. Register & Donald R. Williams, 1992. "Labor Market Effects of Marijuana and Cocaine Use among Young Men," ILR Review, Cornell University, ILR School, vol. 45(3), pages 435-448, April.
    12. Mullahy, John & Sindelar, Jody L, 1993. "Alcoholism, Work, and Income," Journal of Labor Economics, University of Chicago Press, vol. 11(3), pages 494-520, July.
    13. Stefano DellaVigna & M. Daniele Paserman, 2005. "Job Search and Impatience," Journal of Labor Economics, University of Chicago Press, vol. 23(3), pages 527-588, July.
    14. Rosalie L. Pacula & David Powell & Paul Heaton & Eric L. Sevigny, 2015. "Assessing the Effects of Medical Marijuana Laws on Marijuana Use: The Devil is in the Details," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 34(1), pages 7-31, January.
    15. Gaure, Simen & Roed, Knut & Zhang, Tao, 2007. "Time and causality: A Monte Carlo assessment of the timing-of-events approach," Journal of Econometrics, Elsevier, vol. 141(2), pages 1159-1195, December.
    16. Kaestner, Robert, 1991. "The Effect of Illicit Drug Use on the Wages of Young Adults," Journal of Labor Economics, University of Chicago Press, vol. 9(4), pages 381-412, October.
    17. Philip Oreopoulos & Till von Wachter & Andrew Heisz, 2012. "The Short- and Long-Term Career Effects of Graduating in a Recession," American Economic Journal: Applied Economics, American Economic Association, vol. 4(1), pages 1-29, January.
    18. Cutler, David M, 1995. "The Incidence of Adverse Medical Outcomes under Prospective Payment," Econometrica, Econometric Society, vol. 63(1), pages 29-50, January.
    19. Jan C. Ours & Jenny Williams, 2015. "Cannabis Use And Its Effects On Health, Education And Labor Market Success," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 993-1010, December.
    20. Simon Burgess & Carol Propper, 1998. "Early Health Related Behaviours and their Impact on Later Life Chances: Evidence from the US (OUT (publ. in Health Economics, 7(5), 1998)," CASE Papers case06, Centre for Analysis of Social Exclusion, LSE.
    21. Jaap H. Abbring & Gerard J. van den Berg, 2003. "The Nonparametric Identification of Treatment Effects in Duration Models," Econometrica, Econometric Society, vol. 71(5), pages 1491-1517, September.
    22. Lalith Munasinghe & Nachum Sicherman, 2006. "Why Do Dancers Smoke? Smoking, Time Preference, and Wage Dynamics," Eastern Economic Journal, Eastern Economic Association, vol. 32(4), pages 595-616, Fall.
    23. Stigler, George J & Becker, Gary S, 1977. "De Gustibus Non Est Disputandum," American Economic Review, American Economic Association, vol. 67(2), pages 76-90, March.
    24. Jeff DeSimone, 2002. "Illegal Drug Use and Employment," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 952-977, October.
    25. Mroz, Thomas A., 1999. "Discrete factor approximations in simultaneous equation models: Estimating the impact of a dummy endogenous variable on a continuous outcome," Journal of Econometrics, Elsevier, vol. 92(2), pages 233-274, October.
    26. Heckman, James & Singer, Burton, 1984. "A Method for Minimizing the Impact of Distributional Assumptions in Econometric Models for Duration Data," Econometrica, Econometric Society, vol. 52(2), pages 271-320, March.
    27. Rosalie Liccardo Pacula & Eric L. Sevigny, 2014. "Marijuana Liberalization Policies: Why We Can't Learn Much from Policy Still in Motion," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 212-221, January.
    28. John H. Kagel & Raymond C. Battalio & C. G. Miles, 1980. "Marihuana and Work Performance: Results from an Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 15(3), pages 373-395.
    29. Chatterji, Pinka & Alegria, Margarita & Takeuchi, David, 2011. "Psychiatric disorders and labor market outcomes: Evidence from the National Comorbidity Survey-Replication," Journal of Health Economics, Elsevier, vol. 30(5), pages 858-868.
    30. Zhou Yang & Donna B. Gilleskie & Edward C. Norton, 2009. "Health Insurance, Medical Care, and Health Outcomes: A Model of Elderly Health Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    31. Robert Kaestner, 1994. "New Estimates of the Effect of Marijuana and Cocaine Use on Wages," ILR Review, Cornell University, ILR School, vol. 47(3), pages 454-470, April.
    32. Rosalie Liccardo Pacula & David Powell & Paul Heaton & Eric L. Sevigny, 2013. "Assessing the Effects of Medical Marijuana Laws on Marijuana and Alcohol Use: The Devil is in the Details," NBER Working Papers 19302, National Bureau of Economic Research, Inc.
    33. Jan C. Van Ours, 2007. "The Effects of Cannabis Use on Wages of Prime‐age Males," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 69(5), pages 619-634, October.
    34. Richard Frank & Paul Gertler, 1991. "An Assessment of Measurement Error Bias for Estimating the Effect of Mental Distress on Income," Journal of Human Resources, University of Wisconsin Press, vol. 26(1), pages 154-164.
    35. Becker, Gary S & Murphy, Kevin M, 1988. "A Theory of Rational Addiction," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 675-700, August.
    36. Simon M. Burgess & Carol Propper, 1998. "Early health‐related behaviours and their impact on later life chances: evidence from the US," Health Economics, John Wiley & Sons, Ltd., vol. 7(5), pages 381-399, August.
    37. Zarkin, Gary A. & Mroz, Thomas A. & Bray, Jeremy W. & French, Michael T., 1998. "The relationship between drug use and labor supply for young men," Labour Economics, Elsevier, vol. 5(4), pages 385-409, December.
    38. Cahuc, Pierre & Carcillo, Stéphane & Zylberberg, André, 2014. "Labor Economics, second edition," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262027704, April.
    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. Jenny Williams & Jan C. van Ours, 2020. "Hazardous or not? Cannabis use and early labor market experiences of young men," Health Economics, John Wiley & Sons, Ltd., vol. 29(10), pages 1148-1160, October.
    2. Jan C. Ours & Jenny Williams, 2015. "Cannabis Use And Its Effects On Health, Education And Labor Market Success," Journal of Economic Surveys, Wiley Blackwell, vol. 29(5), pages 993-1010, December.
    3. Jenny Williams & Christopher Skeels, 2006. "The Impact of Cannabis Use on Health," De Economist, Springer, vol. 154(4), pages 517-546, December.
    4. Mezza, Alvaro & Buchinsky, Moshe, 2021. "Illegal drugs, education, and labor market outcomes," Journal of Econometrics, Elsevier, vol. 223(2), pages 454-484.
    5. Ziggy MacDonald, 2004. "What Price Drug Use? The Contribution of Economics to an Evidence‐Based Drugs Policy," Journal of Economic Surveys, Wiley Blackwell, vol. 18(2), pages 113-152, April.
    6. Jan C. van Ours & Jenny Williams, 2011. "Cannabis use and mental health problems," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 26(7), pages 1137-1156, November.
    7. van Ours, Jan C. & Williams, Jenny, 2012. "The effects of cannabis use on physical and mental health," Journal of Health Economics, Elsevier, vol. 31(4), pages 564-577.
    8. Ziggy MacDonald & Stephen Pudney, 2001. "Illicit drug use and labour market achievement: evidence from the UK," Applied Economics, Taylor & Francis Journals, vol. 33(13), pages 1655-1668.
    9. Ziggy MacDonald & Michael Shields, "undated". "The Impact of Alcohol Use on Occupational Attainment and Wages," Discussion Papers in Public Sector Economics 98/8, Division of Economics, School of Business, University of Leicester.
    10. Ziggy MacDonald & Stephen Pudney, 2000. "The Wages of Sin? Illegal Drug Use and the Labour Market," LABOUR, CEIS, vol. 14(4), pages 657-673, December.
    11. Jan C. van Ours, 2006. "Cannabis, cocaine and jobs," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 897-917.
    12. Michael T. French & Ioana Popovici, 2011. "That instrument is lousy! In search of agreement when using instrumental variables estimation in substance use research," Health Economics, John Wiley & Sons, Ltd., vol. 20(2), pages 127-146, February.
    13. MacDonald, Ziggy & Pudney, Stephen, 2000. "Illicit drug use, unemployment, and occupational attainment," Journal of Health Economics, Elsevier, vol. 19(6), pages 1089-1115, November.
    14. Z. MacDonald & S. Pudney, 2000. "Analysing drug abuse with British Crime Survey data: modelling and questionnaire design issues," Journal of the Royal Statistical Society Series C, Royal Statistical Society, vol. 49(1), pages 95-117.
    15. Ali Palali, 2017. "Early Smoking, Education, and Labor Market Performance," De Economist, Springer, vol. 165(3), pages 225-270, September.
    16. Sabia, Joseph J. & Nguyen, Thanh Tam, 2016. "The Effect of Medical Marijuana Laws on Labor Market Outcomes," IZA Discussion Papers 9831, Institute of Labor Economics (IZA).
    17. Pierre Kébreau Alexandre & Michael T. French, 2004. "Further Evidence on the Labor Market Effects of Addiction: Chronic Drug Use and Employment in Metropolitan Miami," Contemporary Economic Policy, Western Economic Association International, vol. 22(3), pages 382-393, July.
    18. Robert Kaestner, 1995. "The Effects of Cocaine and Marijuana Use on Marriage and Marital Stability," NBER Working Papers 5038, National Bureau of Economic Research, Inc.
    19. Beau Kilmer & Rosalie Liccardo Pacula, 2010. "Preventing Drug Use," NBER Chapters, in: Targeting Investments in Children: Fighting Poverty When Resources Are Limited, pages 181-220, National Bureau of Economic Research, Inc.
    20. Palali, Ali, 2015. "Early Smoking, Education, and Labor Market Performance," Discussion Paper 2015-033, Tilburg University, Center for Economic Research.

    More about this item

    Keywords

    multivariate duration models; discrete factors; cannabis use; job search; wages;
    All these keywords.

    JEL classification:

    • C41 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Duration Analysis; Optimal Timing Strategies
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • J01 - Labor and Demographic Economics - - General - - - Labor Economics: General

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:tin:wpaper:20170004. 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: Tinbergen Office +31 (0)10-4088900 (email available below). General contact details of provider: https://edirc.repec.org/data/tinbenl.html .

    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.