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Public Health Insurance and Medical Spending: The Incidence of the ACA Medicaid Expansion

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  • Cortnie Shupe

Abstract

This paper examines the incidence of the cost burden associated with expanding public health insurance to low‐income adults in the context of the Affordable Care Act. Using data from the Medical Expenditures Panel Survey (MEPS), I exploit exogenous variation in Medicaid eligibility rules across states, income groups and time. I find that public insurance eligibility reduced mean out‐of‐pocket spending by 19.6 percent among targeted households, but it did not causally increase total expenditures among beneficiaries. Rather, Medicaid expansion shifted the burden of payment from eligible households and private insurance (21.5 percent reduction) to taxpayers in the form of public insurance (46.6 percent increase). The efficiency of these public funds can be summarized by a mean Marginal Value of Public Funds of 0.70 in the full sample, 0.99 among households with at least one pre‐existing condition, and 1.26 in states with an above‐median number of public hospitals.

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  • Cortnie Shupe, 2023. "Public Health Insurance and Medical Spending: The Incidence of the ACA Medicaid Expansion," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 42(1), pages 137-165, January.
  • Handle: RePEc:wly:jpamgt:v:42:y:2023:i:1:p:137-165
    DOI: 10.1002/pam.22435
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    1. Slemrod, Joel & Yitzhaki, Shlomo, 2001. "Integrating Expenditure and Tax Decisions: The Marginal Cost of Funds and the Marginal Benefit of Projects," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(2), pages 189-202, June.
    2. Liran Einav & Amy Finkelstein & Jonathan Levin, 2010. "Beyond Testing: Empirical Models of Insurance Markets," Annual Review of Economics, Annual Reviews, vol. 2(1), pages 311-336, September.
    3. Silvia Helena Barcellos & Mireille Jacobson, 2015. "The Effects of Medicare on Medical Expenditure Risk and Financial Strain," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 41-70, November.
    4. Gary V. Engelhardt & Jonathan Gruber, 2011. "Medicare Part D and the Financial Protection of the Elderly," American Economic Journal: Economic Policy, American Economic Association, vol. 3(4), pages 77-102, November.
    5. Janet Currie & Jonathan Gruber, 1996. "Health Insurance Eligibility, Utilization of Medical Care, and Child Health," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 431-466.
    6. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2018. "Early Effects of the Affordable Care Act on Health Care Access, Risky Health Behaviors, and Self‐Assessed Health," Southern Economic Journal, John Wiley & Sons, vol. 84(3), pages 660-691, January.
    7. Kleven, Henrik Jacobsen & Kreiner, Claus Thustrup, 2006. "The marginal cost of public funds: Hours of work versus labor force participation," Journal of Public Economics, Elsevier, vol. 90(10-11), pages 1955-1973, November.
    8. Hitoshi Shigeoka, 2014. "The Effect of Patient Cost Sharing on Utilization, Health, and Risk Protection," American Economic Review, American Economic Association, vol. 104(7), pages 2152-2184, July.
    9. Mark Duggan & Gopi Shah Goda & Emilie Jackson, 2019. "The Effects of the Affordable Care Act on Health Insurance Coverage and Labor Market Outcomes," National Tax Journal, National Tax Association;National Tax Journal, vol. 72(2), pages 261-322, June.
    10. Finkelstein, Amy & McKnight, Robin, 2008. "What did Medicare do? The initial impact of Medicare on mortality and out of pocket medical spending," Journal of Public Economics, Elsevier, vol. 92(7), pages 1644-1668, July.
    11. Sarah Miller & Luojia Hu & Robert Kaestner & Bhashkar Mazumder & Ashley Wong, 2021. "The ACA Medicaid Expansion in Michigan and Financial Health," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(2), pages 348-375, March.
    12. Lo Sasso, Anthony T. & Buchmueller, Thomas C., 2004. "The effect of the state children's health insurance program on health insurance coverage," Journal of Health Economics, Elsevier, vol. 23(5), pages 1059-1082, September.
    13. Kosali Simon & Aparna Soni & John Cawley, 2017. "The Impact of Health Insurance on Preventive Care and Health Behaviors: Evidence from the First Two Years of the ACA Medicaid Expansions," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(2), pages 390-417, March.
    14. Mark G. Duggan, 2000. "Hospital Ownership and Public Medical Spending," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(4), pages 1343-1373.
    15. Gross, Tal & Notowidigdo, Matthew J., 2011. "Health insurance and the consumer bankruptcy decision: Evidence from expansions of Medicaid," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 767-778, August.
    16. Amy Finkelstein & Nathaniel Hendren, 2020. "Welfare Analysis Meets Causal Inference," NBER Working Papers 27640, National Bureau of Economic Research, Inc.
    17. David M. Cutler & Jonathan Gruber, 1996. "Does Public Insurance Crowd out Private Insurance?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(2), pages 391-430.
    18. Robert Kaestner & Bowen Garrett & Jiajia Chen & Anuj Gangopadhyaya & Caitlyn Fleming, 2017. "Effects of ACA Medicaid Expansions on Health Insurance Coverage and Labor Supply," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(3), pages 608-642, June.
    19. Mayshar, Joram, 1990. "On measures of excess burden and their application," Journal of Public Economics, Elsevier, vol. 43(3), pages 263-289, December.
    20. Gallagher, Emily A. & Gopalan, Radhakrishnan & Grinstein-Weiss, Michal & Sabat, Jorge, 2020. "Medicaid and household savings behavior: New evidence from tax refunds," Journal of Financial Economics, Elsevier, vol. 136(2), pages 523-546.
    21. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    22. Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012. "The Oregon Health Insurance Experiment: Evidence from the First Year," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
    23. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    24. Frean, Molly & Gruber, Jonathan & Sommers, Benjamin D., 2017. "Premium subsidies, the mandate, and Medicaid expansion: Coverage effects of the Affordable Care Act," Journal of Health Economics, Elsevier, vol. 53(C), pages 72-86.
    25. Dillender, Marcus, 2017. "Medicaid, family spending, and the financial implications of crowd-out," Journal of Health Economics, Elsevier, vol. 53(C), pages 1-16.
    26. Martin Feldstein & Jonathan Gruber, 1995. "A Major Risk Approach to Health Insurance Reform," NBER Chapters, in: Tax Policy and the Economy, Volume 9, pages 103-130, National Bureau of Economic Research, Inc.
    27. Brevoort, Kenneth & Grodzicki, Daniel & Hackmann, Martin B., 2020. "The credit consequences of unpaid medical bills," Journal of Public Economics, Elsevier, vol. 187(C).
    28. Hu, Luojia & Kaestner, Robert & Mazumder, Bhashkar & Miller, Sarah & Wong, Ashley, 2018. "The effect of the affordable care act Medicaid expansions on financial wellbeing," Journal of Public Economics, Elsevier, vol. 163(C), pages 99-112.
    29. Miller, Sarah, 2012. "The effect of insurance on emergency room visits: An analysis of the 2006 Massachusetts health reform," Journal of Public Economics, Elsevier, vol. 96(11), pages 893-908.
    30. Gary V. Engelhardt & Jonathan Gruber, 2011. "Does Medicare Part D Protect the Elderly from Financial Risk?," Issues in Brief ib2011-8, Center for Retirement Research, revised Jun 2011.
    31. Amy Finkelstein & Nathaniel Hendren, 2020. "Welfare Analysis Meets Causal Inference," Journal of Economic Perspectives, American Economic Association, vol. 34(4), pages 146-167, Fall.
    32. Lucie Schmidt & Lara Shore-Sheppard & Tara Watson, 2016. "The Effect of Safety-Net Programs on Food Insecurity," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 589-614.
    33. Courtemanche, Charles & Marton, James & Ukert, Benjamin & Yelowitz, Aaron & Zapata, Daniela, 2018. "Effects of the Affordable Care Act on Health Behaviors after Three Years," IZA Discussion Papers 11468, Institute of Labor Economics (IZA).
    34. Amy Finkelstein & Nathaniel Hendren & Erzo F. P. Luttmer, 2019. "The Value of Medicaid: Interpreting Results from the Oregon Health Insurance Experiment," Journal of Political Economy, University of Chicago Press, vol. 127(6), pages 2836-2874.
    35. Helen Levy & Thomas Buchmueller & Sayeh Nikpay, 2019. "The Impact of Medicaid Expansion on Household Consumption," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 45(1), pages 34-57, January.
    36. Nathaniel Hendren, 2016. "The Policy Elasticity," Tax Policy and the Economy, University of Chicago Press, vol. 30(1), pages 51-89.
    37. Amy Finkelstein & Nathaniel Hendren & Mark Shepard, 2019. "Subsidizing Health Insurance for Low-Income Adults: Evidence from Massachusetts," American Economic Review, American Economic Association, vol. 109(4), pages 1530-1567, April.
    38. Sarah Miller & Laura R. Wherry, 2019. "Four Years Later: Insurance Coverage and Access to Care Continue to Diverge between ACA Medicaid Expansion and Non-Expansion States," AEA Papers and Proceedings, American Economic Association, vol. 109, pages 327-333, May.
    39. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
    40. Limwattananon, Supon & Neelsen, Sven & O'Donnell, Owen & Prakongsai, Phusit & Tangcharoensathien, Viroj & van Doorslaer, Eddy & Vongmongkol, Vuthiphan, 2015. "Universal coverage with supply-side reform: The impact on medical expenditure risk and utilization in Thailand," Journal of Public Economics, Elsevier, vol. 121(C), pages 79-94.
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