IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v30y2021i2p453-469.html
   My bibliography  Save this article

Marijuana legalization and disability claiming

Author

Listed:
  • Johanna Catherine Maclean
  • Keshar M. Ghimire
  • Lauren Hersch Nicholas

Abstract

We study the effect of recent legalization of recreational marijuana use laws (RMLs) in the United States on new applications and allowances for Social Security Disability Insurance and Supplemental Security Income over the period 2001–2019. We combine administrative caseload data from the Social Security Administration with state policy changes using two‐way fixed‐effects methods. We find that RML adoption increases applications for both benefits. However, there is no change in allowances post‐RML. We provide suggestive evidence that the observed changes in applications post‐RML are driven by increases in marijuana misuse and selective migration, and decreases in unemployment.

Suggested Citation

  • Johanna Catherine Maclean & Keshar M. Ghimire & Lauren Hersch Nicholas, 2021. "Marijuana legalization and disability claiming," Health Economics, John Wiley & Sons, Ltd., vol. 30(2), pages 453-469, February.
  • Handle: RePEc:wly:hlthec:v:30:y:2021:i:2:p:453-469
    DOI: 10.1002/hec.4190
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.4190
    Download Restriction: no

    File URL: https://libkey.io/10.1002/hec.4190?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Moffitt, Robert, 1992. "Incentive Effects of the U.S. Welfare System: A Review," Journal of Economic Literature, American Economic Association, vol. 30(1), pages 1-61, March.
    2. Craig L. Garthwaite, 2012. "The Economic Benefits of Pharmaceutical Innovations: The Case of Cox-2 Inhibitors," American Economic Journal: Applied Economics, American Economic Association, vol. 4(3), pages 116-137, July.
    3. Erin Todd Bronchetti & Melissa McInerney, 2012. "Revisiting Incentive Effects in Workers' Compensation: Do Higher Benefits Really Induce More Claims?," ILR Review, Cornell University, ILR School, vol. 65(2), pages 286-315, April.
    4. Chu, Yu-Wei Luke, 2014. "The effects of medical marijuana laws on illegal marijuana use," Journal of Health Economics, Elsevier, vol. 38(C), pages 43-61.
    5. Lovenheim, Michael F., 2008. "How Far to the Border?: The Extent and Impact of Cross-Border Casual Cigarette Smuggling," National Tax Journal, National Tax Association;National Tax Journal, vol. 61(1), pages 7-33, March.
    6. Moore, Timothy J., 2015. "The employment effects of terminating disability benefits," Journal of Public Economics, Elsevier, vol. 124(C), pages 30-43.
    7. James Habyarimana & Bekezela Mbakile & Cristian Pop-Eleches, 2010. "The Impact of HIV/AIDS and ARV Treatment on Worker Absenteeism: Implications for African Firms," Journal of Human Resources, University of Wisconsin Press, vol. 45(4), pages 809-839.
    8. Aline Bütikofer & Meghan M. Skira, 2018. "Missing Work Is a Pain: The Effect of Cox-2 Inhibitors on Sickness Absence and Disability Pension Receipt," Journal of Human Resources, University of Wisconsin Press, vol. 53(1), pages 71-122.
    9. D. Mark Anderson & Benjamin Hansen & Daniel I. Rees, 2015. "Medical Marijuana Laws and Teen Marijuana Use," American Law and Economics Review, American Law and Economics Association, vol. 17(2), pages 495-528.
    10. Joseph J. Sabia & Thanh Tam Nguyen, 2018. "The Effect of Medical Marijuana Laws on Labor Market Outcomes," Journal of Law and Economics, University of Chicago Press, vol. 61(3), pages 361-396.
    11. Marianne E. Page & Joanne Spetz & Jane Millar, 2005. "Does the minimum wage affect welfare caseloads?," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 24(2), pages 273-295.
    12. Johanna Catherine Maclean & Brendan Saloner, 2018. "Substance Use Treatment Provider Behavior and Healthcare Reform: Evidence from Massachusetts," Health Economics, John Wiley & Sons, Ltd., vol. 27(1), pages 76-101, January.
    13. William Greene, 2004. "The behaviour of the maximum likelihood estimator of limited dependent variable models in the presence of fixed effects," Econometrics Journal, Royal Economic Society, vol. 7(1), pages 98-119, June.
    14. D. Mark Anderson & Benjamin Hansen & Daniel I. Rees, 2013. "Medical Marijuana Laws, Traffic Fatalities, and Alcohol Consumption," Journal of Law and Economics, University of Chicago Press, vol. 56(2), pages 333-369.
    15. 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.
    16. Dragone, Davide & Prarolo, Giovanni & Vanin, Paolo & Zanella, Giulio, 2019. "Crime and the legalization of recreational marijuana," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 488-501.
    17. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    18. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    19. Krueger, Alan B., 1990. "Incentive effects of workers' compensation insurance," Journal of Public Economics, Elsevier, vol. 41(1), pages 73-99, February.
    20. MELISSA McINERNEY & KOSALI SIMON, 2012. "The Effect of State Workers’ Compensation Program Changes on the Use of Federal Social Security Disability Insurance," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 51(1), pages 57-88, January.
    21. 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).
    22. 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.
    23. Lauren Hersch Nicholas & Johanna Catherine Maclean, 2019. "The Effect of Medical Marijuana Laws on the Health and Labor Supply of Older Adults: Evidence from the Health and Retirement Study," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(2), pages 455-480, March.
    24. Anderson, D.M. & Rees, D.I. & Sabia, J.J., 2014. "Medical marijuana laws and suicides by gender and age," American Journal of Public Health, American Public Health Association, vol. 104(12), pages 2369-2376.
    25. David H. Autor & Mark G. Duggan, 2006. "The Growth in the Social Security Disability Rolls: A Fiscal Crisis Unfolding," Journal of Economic Perspectives, American Economic Association, vol. 20(3), pages 71-96, Summer.
    26. Yu-Wei Luke Chu, 2015. "Do Medical Marijuana Laws Increase Hard-Drug Use?," Journal of Law and Economics, University of Chicago Press, vol. 58(2), pages 481-517.
    27. Powell, David & Pacula, Rosalie Liccardo & Jacobson, Mireille, 2018. "Do medical marijuana laws reduce addictions and deaths related to pain killers?," Journal of Health Economics, Elsevier, vol. 58(C), pages 29-42.
    28. Justin Wolfers, 2006. "Did Unilateral Divorce Laws Raise Divorce Rates? A Reconciliation and New Results," American Economic Review, American Economic Association, vol. 96(5), pages 1802-1820, December.
    29. Edward C. Norton, 2012. "Log Odds and Ends," NBER Working Papers 18252, National Bureau of Economic Research, Inc.
    30. McMichael, Benjamin J. & Van Horn, R. Lawrence & Viscusi, W. Kip, 2020. "The impact of cannabis access laws on opioid prescribing," Journal of Health Economics, Elsevier, vol. 69(C).
    31. Chu, Yu-Wei Luke, 2014. "The effects of medical marijuana laws on illegal marijuana use," Journal of Health Economics, Elsevier, vol. 38(C), pages 43-61.
    32. Justin McCrary, 2007. "The Effect of Court-Ordered Hiring Quotas on the Composition and Quality of Police," American Economic Review, American Economic Association, vol. 97(1), pages 318-353, March.
    33. Mashfiqur R. Khan & Matthew S. Rutledge & Geoffrey T. Sanzenbacher, 2017. "Social Security and Total Replacement Rates in Disability and Retirement," Working Papers, Center for Retirement Research at Boston College wp2017-6, Center for Retirement Research.
    34. Keshar M. Ghimire & Johanna Catherine Maclean, 2020. "Medical marijuana and workers' compensation claiming," Health Economics, John Wiley & Sons, Ltd., vol. 29(4), pages 419-434, April.
    35. David H. Autor & Mark G. Duggan, 2007. "Distinguishing Income from Substitution Effects in Disability Insurance," American Economic Review, American Economic Association, vol. 97(2), pages 119-124, May.
    36. Nathan W. Chan & Jesse Burkhardt & Matthew Flyr, 2020. "The Effects Of Recreational Marijuana Legalization And Dispensing On Opioid Mortality," Economic Inquiry, Western Economic Association International, vol. 58(2), pages 589-606, April.
    37. Wen, Hefei & Hockenberry, Jason M. & Cummings, Janet R., 2015. "The effect of medical marijuana laws on adolescent and adult use of marijuana, alcohol, and other substances," Journal of Health Economics, Elsevier, vol. 42(C), pages 64-80.
    38. Lovenheim, Michael F. & Slemrod, Joel, 2010. "The fatal toll of driving to drink: The effect of minimum legal drinking age evasion on traffic fatalities," Journal of Health Economics, Elsevier, vol. 29(1), pages 62-77, January.
    39. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2017. "Early Impacts of the Affordable Care Act on Health Insurance Coverage in Medicaid Expansion and Non‐Expansion States," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(1), pages 178-210, January.
    40. Duggan, Mark & Singleton, Perry & Song, Jae, 2007. "Aching to retire? The rise in the full retirement age and its impact on the social security disability rolls," Journal of Public Economics, Elsevier, vol. 91(7-8), pages 1327-1350, August.
    41. Anna Choi & Dhaval Dave & Joseph J. Sabia, 2016. "Smoke Gets in Your Eyes: Medical Marijuana Laws and Tobacco Use," NBER Working Papers 22554, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    Citations

    Blog mentions

    As found by EconAcademics.org, the blog aggregator for Economics research:
    1. Chris Sampson’s journal round-up for 8th March 2021
      by Chris Sampson in The Academic Health Economists' Blog on 2021-03-08 12:00:01

    Citations

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


    Cited by:

    1. Thanh Lu, 2021. "Marijuana legalization and household spending on food and alcohol," Health Economics, John Wiley & Sons, Ltd., vol. 30(7), pages 1684-1696, July.
    2. Chakraborty Avinandan & Doremus Jacqueline & Stith Sarah, 2021. "The effects of recreational cannabis access on labor markets: evidence from Colorado," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-86, January.
    3. Jason Brown & Elior Cohen & Alison Felix, 2023. "Economic Benefits and Social Costs of Legalizing Recreational Marijuana," Research Working Paper RWP 23-10, Federal Reserve Bank of Kansas City.
    4. Shyam Raman & Johanna Catherine Maclean & W. David Bradford & Coleman Drake, 2023. "Recreational cannabis and opioid distribution," Health Economics, John Wiley & Sons, Ltd., vol. 32(4), pages 747-754, April.
    5. Thomas Lebesmuehlbacher & Rhet A. Smith, 2021. "The effect of medical cannabis laws on pharmaceutical marketing to physicians," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2409-2436, September.

    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. Johanna Catherine Maclean & Lauren Hersch Nicholas & Keshar M. Ghimire, 2017. "The Impact of State Medical Marijuana Laws on Social Security Disability Insurance and Workers' Compensation Benefit Claiming," Working Papers id:12111, eSocialSciences.
    2. Lauren Hersch Nicholas & Johanna Catherine Maclean, 2019. "The Effect of Medical Marijuana Laws on the Health and Labor Supply of Older Adults: Evidence from the Health and Retirement Study," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(2), pages 455-480, March.
    3. Sabia, Joseph J. & Dave, Dhaval & Alotaibi, Fawaz & Rees, Daniel I., 2024. "The effects of recreational marijuana laws on drug use and crime," Journal of Public Economics, Elsevier, vol. 234(C).
    4. Keshar M. Ghimire & Johanna Catherine Maclean, 2020. "Medical marijuana and workers' compensation claiming," Health Economics, John Wiley & Sons, Ltd., vol. 29(4), pages 419-434, April.
    5. Hersch Nicholas, Lauren & Maclean, J. Catherine, 2017. "The Effect of Medical Marijuana Laws on the Labor Supply of Older Adults: Evidence from the Health and Retirement Study," IZA Discussion Papers 10489, Institute of Labor Economics (IZA).
    6. Rahi Abouk & Keshar M. Ghimire & Johanna Catherine Maclean & David Powell, 2023. "Pain Management and Work Capacity: Evidence From Workers’ Compensation and Marijuana Legalization," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(3), pages 737-770, June.
    7. Mir M. Ali & Chandler McClellan & Ryan Mutter & Daniel I. Rees, 2023. "Recreational marijuana laws and the misuse of prescription opioids: Evidence from National Survey on Drug Use and Health microdata," Health Economics, John Wiley & Sons, Ltd., vol. 32(2), pages 277-301, February.
    8. Petrova, Olga & Gray, Natallia, 2021. "The effects of medical marijuana laws on birth outcomes: Evidence from early adopting U.S. states," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 68-82.
    9. Chakraborty Avinandan & Doremus Jacqueline & Stith Sarah, 2021. "The effects of recreational cannabis access on labor markets: evidence from Colorado," IZA Journal of Labor Economics, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 10(1), pages 1-86, January.
    10. Thanh Lu, 2021. "Marijuana legalization and household spending on food and alcohol," Health Economics, John Wiley & Sons, Ltd., vol. 30(7), pages 1684-1696, July.
    11. Chu, Yu-Wei Luke & Gershenson, Seth, 2018. "High times: The effect of medical marijuana laws on student time use," Economics of Education Review, Elsevier, vol. 66(C), pages 142-153.
    12. Smart, Rosanna & Doremus, Jacqueline, 2023. "The kids aren’t alright: The effects of medical marijuana market size on adolescents," Journal of Health Economics, Elsevier, vol. 87(C).
    13. Meinhofer, Angélica & Witman, Allison E. & Hinde, Jesse M. & Simon, Kosali, 2021. "Marijuana liberalization policies and perinatal health," Journal of Health Economics, Elsevier, vol. 80(C).
    14. Chu, Yu-Wei Luke & Gershenson, Seth, 2018. "High times: The effect of medical marijuana laws on student time use," Economics of Education Review, Elsevier, vol. 66(C), pages 142-153.
    15. Junxing Chay & Seonghoon Kim, 2022. "Heterogeneous health effects of medical marijuana legalization: Evidence from young adults in the United States," Health Economics, John Wiley & Sons, Ltd., vol. 31(2), pages 269-283, February.
    16. Hunt, Priscillia E & Pacula, Rosalie Liccardo & Weinberger, Gabriel, 2018. "High on Crime? Exploring the Effects of Marijuana Dispensary Laws on Crime in California Counties," IZA Discussion Papers 11567, Institute of Labor Economics (IZA).
    17. Borbely, Daniel & Lenhart, Otto & Norris, Jonathan & Romiti, Agnese, 2022. "Marijuana Legalization and Mental Health," IZA Discussion Papers 15729, Institute of Labor Economics (IZA).
    18. Chu, Yu-Wei Luke & Townsend, Wilbur, 2019. "Joint culpability: The effects of medical marijuana laws on crime," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 502-525.
    19. Chu, Yu-Wei Luke & Townsend, Wilbur, 2019. "Joint culpability: The effects of medical marijuana laws on crime," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 502-525.
    20. Park, Sujeong & Powell, David, 2021. "Is the rise in illicit opioids affecting labor supply and disability claiming rates?," Journal of Health Economics, Elsevier, vol. 76(C).

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • 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:hlthec:v:30:y:2021:i:2:p:453-469. 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://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.