IDEAS home Printed from https://ideas.repec.org/a/eee/labeco/v81y2023ics0927537123000143.html
   My bibliography  Save this article

The effects of expanding access to mental health services on SS(D)I applications and awards

Author

Listed:
  • Messel, Matt
  • Swensen, Isaac
  • Urban, Carly

Abstract

The growing number of individuals suffering from a serious mental illness underscores the important role of interventions such as treatment, policies, and programs to support those in need. Such support efforts often interact in unanticipated ways. This paper considers the degree to which access to mental health treatment services affects participation in federal disability programs including the Supplemental Security Income and the Social Security Disability Insurance (SS(D)I) programs. Our main approach uses an identification strategy that leverages county-level variation in the number of mental health treatment establishments to estimate changes in access to mental health treatment on SS(D)I program participation—measured by applications and awards. We also explore a series of event studies and heterogeneity analyses. Our results show that an increase in mental health facilities increases participation in SS(D)I programs. A 10 percent increase in a county’s number of office-based mental health establishments increases the SSI application rate by 1.2 percent and the SSDI application rate by 0.7 percent. While the overall sample suggests that this does not translate to an increase in SS(D)I awards, we do find increases in awards in counties that have a higher proportion of residents below the poverty line. This suggests that increasing access to mental health resources can be a pathway through which people suffering from severe mental illness can be diagnosed and access social safety nets.

Suggested Citation

  • Messel, Matt & Swensen, Isaac & Urban, Carly, 2023. "The effects of expanding access to mental health services on SS(D)I applications and awards," Labour Economics, Elsevier, vol. 81(C).
  • Handle: RePEc:eee:labeco:v:81:y:2023:i:c:s0927537123000143
    DOI: 10.1016/j.labeco.2023.102339
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0927537123000143
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.labeco.2023.102339?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Souvik Banerjee & Pinka Chatterji & Kajal Lahiri, 2017. "Effects of Psychiatric Disorders on Labor Market Outcomes: A Latent Variable Approach Using Multiple Clinical Indicators," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 184-205, February.
    2. Pinka Chatterji & Margarita Alegría & Mingshan Lu & David Takeuchi, 2007. "Psychiatric disorders and labor market outcomes: evidence from the National Latino and Asian American Study," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1069-1090.
    3. Diane Whitmore Schanzenbach & Michael R. Strain, 2021. "Employment Effects of the Earned Income Tax Credit: Taking the Long View," Tax Policy and the Economy, University of Chicago Press, vol. 35(1), pages 87-129.
    4. Hamersma, Sarah & Maclean, Johanna Catherine, 2021. "Do expansions in adolescent access to public insurance affect the decisions of substance use disorder treatment providers?," Journal of Health Economics, Elsevier, vol. 76(C).
    5. Manasi Deshpande & Yue Li, 2019. "Who Is Screened Out? Application Costs and the Targeting of Disability Programs," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 213-248, November.
    6. Moore, Timothy J., 2015. "The employment effects of terminating disability benefits," Journal of Public Economics, Elsevier, vol. 124(C), pages 30-43.
    7. Manasi Deshpande, 2016. "Does Welfare Inhibit Success? The Long-Term Effects of Removing Low-Income Youth from the Disability Rolls," American Economic Review, American Economic Association, vol. 106(11), pages 3300-3330, November.
    8. repec:eee:labchp:v:3:y:1999:i:pc:p:3309-3416 is not listed on IDEAS
    9. Mark Duggan & Melissa S. Kearney & Stephanie Rennane, 2015. "The Supplemental Security Income (SSI) Program," NBER Working Papers 21209, National Bureau of Economic Research, Inc.
    10. Susan L. Ettner & Richard G. Frank & Ronald C. Kessler, 1997. "The Impact of Psychiatric Disorders on Labor Market Outcomes," NBER Working Papers 5989, National Bureau of Economic Research, Inc.
    11. Bondurant, Samuel R. & Lindo, Jason M. & Swensen, Isaac D., 2018. "Substance abuse treatment centers and local crime," Journal of Urban Economics, Elsevier, vol. 104(C), pages 124-133.
    12. Vivian H. Hamilton & Philip Merrigan & Éric Dufresne, 1997. "Down and out: estimating the relationship between mental health and unemployment," Health Economics, John Wiley & Sons, Ltd., vol. 6(4), pages 397-406, July.
    13. Burns, Marguerite & Dague, Laura, 2017. "The effect of expanding Medicaid eligibility on Supplemental Security Income program participation," Journal of Public Economics, Elsevier, vol. 149(C), pages 20-34.
    14. Lucie Schmidt & Lara D. Shore-Sheppard & Tara Watson, 2020. "The Impact of the ACA Medicaid Expansion on Disability Program Applications," American Journal of Health Economics, University of Chicago Press, vol. 6(4), pages 444-476.
    15. Mark Duggan & Melissa S. Kearney & Stephanie Rennane, 2015. "The Supplemental Security Income Program," NBER Chapters, in: Economics of Means-Tested Transfer Programs in the United States, Volume 2, pages 1-58, National Bureau of Economic Research, Inc.
    16. Pinka Chatterji & Margarita Alegría & Mingshan Lu & David Takeuchi, 2007. "Psychiatric disorders and labor market outcomes: evidence from the National Latino and Asian American Study," Health Economics, John Wiley & Sons, Ltd., vol. 16(10), pages 1069-1090, October.
    17. Swensen, Isaac D., 2015. "Substance-abuse treatment and mortality," Journal of Public Economics, Elsevier, vol. 122(C), pages 13-30.
    18. Currie, Janet & Madrian, Brigitte C., 1999. "Health, health insurance and the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 50, pages 3309-3416, Elsevier.
    19. Victoria D. Ojeda & Richard G. Frank & Thomas G. McGuire & Todd P. Gilmer, 2010. "Mental illness, nativity, gender and labor supply," Health Economics, John Wiley & Sons, Ltd., vol. 19(4), pages 396-421, April.
    20. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    21. 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.
    22. Lucie Schmidt & Purvi Sevak, 2004. "AFDC, SSI, and Welfare Reform Aggressiveness: Caseload Reductions versus Caseload Shifting," Journal of Human Resources, University of Wisconsin Press, vol. 39(3).
    23. Baker, Andrew C. & Larcker, David F. & Wang, Charles C.Y., 2022. "How much should we trust staggered difference-in-differences estimates?," Journal of Financial Economics, Elsevier, vol. 144(2), pages 370-395.
    24. Deza, Monica & Maclean, Johanna Catherine & Solomon, Keisha, 2022. "Local access to mental healthcare and crime," Journal of Urban Economics, Elsevier, vol. 129(C).
    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. Mir M. Ali & Thanh Lu & Johanna Catherine Maclean & Angélica Meinhofer, 2024. "Mental Health, Substance Use, and Child Maltreatment," NBER Working Papers 32895, National Bureau of Economic Research, Inc.

    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. Deza, Monica & Maclean, Johanna Catherine & Solomon, Keisha, 2022. "Local access to mental healthcare and crime," Journal of Urban Economics, Elsevier, vol. 129(C).
    2. Mark L Bryan & Nigel Rice & Jennifer Roberts & Cristina Sechel, 2022. "Mental Health and Employment: A Bounding Approach Using Panel Data," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 84(5), pages 1018-1051, October.
    3. Ringdal, Charlotte & Rootjes, Frank, 2022. "Depression and labor supply: Evidence from the Netherlands," Economics & Human Biology, Elsevier, vol. 45(C).
    4. Bubonya, Melisa & Cobb-Clark, Deborah A. & Ribar, David C., 2017. "The Bilateral Relationship between Depressive Symptoms and Employment Status," IZA Discussion Papers 10653, Institute of Labor Economics (IZA).
    5. Bryan, M.; & Roberts, J.; & Sechel, C.;, 2019. "The Effect of Mental Health on Employment:Accounting for Selection Bias," Health, Econometrics and Data Group (HEDG) Working Papers 19/14, HEDG, c/o Department of Economics, University of York.
    6. Monica Deza & Johanna Catherine Maclean & Keisha T. Solomon, 2020. "Local Access to Mental Healthcare and Crime," NBER Working Papers 27619, National Bureau of Economic Research, Inc.
    7. INUI Tomohiko & KAWAKAMI Atsushi & MA Xin Xin & ZHAO Meng, 2019. "Does Mental Health Affect Labor Market Outcomes? Evidence from a National Representative Survey in Japan," Discussion papers 19061, Research Institute of Economy, Trade and Industry (RIETI).
    8. Paul Frijters & David W. Johnston & Michael A. Shields, 2014. "The Effect Of Mental Health On Employment: Evidence From Australian Panel Data," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1058-1071, September.
    9. Elena Lagomarsino & Alessandro Spiganti, 2020. "No gain in pain: psychological well-being, participation, and wages in the BHPS," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(9), pages 1375-1389, December.
    10. Souvik Banerjee & Pinka Chatterji & Kajal Lahiri, 2017. "Effects of Psychiatric Disorders on Labor Market Outcomes: A Latent Variable Approach Using Multiple Clinical Indicators," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 184-205, February.
    11. Lizhong Peng & Chad D. Meyerhoefer & Samuel H. Zuvekas, 2016. "The Short‐Term Effect of Depressive Symptoms on Labor Market Outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 25(10), pages 1223-1238, October.
    12. Ashley C. Bradford & Johanna Catherine Maclean, 2024. "Evictions and psychiatric treatment," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 43(1), pages 87-125, January.
    13. Henri Salokangas, 2021. "Exploring the labor market consequences of psychiatric disorders: An event study approach," Discussion Papers 148, Aboa Centre for Economics.
    14. 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.
    15. Stéphane Mahuteau & Rong Zhu, 2016. "Crime Victimisation and Subjective Well‐Being: Panel Evidence From Australia," Health Economics, John Wiley & Sons, Ltd., vol. 25(11), pages 1448-1463, November.
    16. Johnston, David W. & Schurer, Stefanie & Shields, Michael A., 2011. "Evidence on the Long Shadow of Poor Mental Health across Three Generations," IZA Discussion Papers 6014, Institute of Labor Economics (IZA).
    17. Germinario, Giuseppe & Amin, Vikesh & Flores, Carlos A. & Flores-Lagunes, Alfonso, 2022. "What can we learn about the effect of mental health on labor market outcomes under weak assumptions? Evidence from the NLSY79," Labour Economics, Elsevier, vol. 79(C).
    18. Jason Fletcher, 2013. "Adolescent Depression and Adult Labor Market Outcomes," Southern Economic Journal, John Wiley & Sons, vol. 80(1), pages 26-49, July.
    19. Conor Lennon & Johanna Catherine Maclean & Keith F. Teltser, 2024. "Ridesharing and Substance Use Disorder Treatment," NBER Working Papers 33077, National Bureau of Economic Research, Inc.
    20. Henri Salokangas, 2021. "Mental disorders and lifetime earnings," Discussion Papers 145, Aboa Centre for Economics.

    More about this item

    Keywords

    Mental health; Disability policy supplemental security income; SSI/SSDI;
    All these keywords.

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • H55 - Public Economics - - National Government Expenditures and Related Policies - - - Social Security and Public Pensions

    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:eee:labeco:v:81:y:2023:i:c:s0927537123000143. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/labeco .

    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.