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Medicaid and Mortality: New Evidence from Linked Survey and Administrative Data

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  • Sarah Miller
  • Norman Johnson
  • Laura R. Wherry

Abstract

We use large-scale federal survey data linked to administrative death records to investigate the relationship between Medicaid enrollment and mortality. Our analysis compares changes in mortality for near-elderly adults in states with and without Affordable Care Act Medicaid expansions. We identify adults most likely to benefit using survey information on socioeconomic status, citizenship status, and public program participation. We find that, prior to the ACA expansions, mortality rates across expansion and non-expansion states trended similarly, but beginning in the first year of the policy, there were significant reductions in mortality in states that opted to expand relative to non- expanders. Individuals in expansion states experienced a 0.132 percentage point decline in annual mortality, a 9.4 percent reduction over the sample mean, as a result of the Medicaid expansions. The effect is driven by a reduction in disease-related deaths and grows over time. A variety of alternative specifications, methods of inference, placebo tests, and sample definitions confirm our main result.

Suggested Citation

  • Sarah Miller & Norman Johnson & Laura R. Wherry, 2019. "Medicaid and Mortality: New Evidence from Linked Survey and Administrative Data," NBER Working Papers 26081, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:26081
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    1. 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.
    2. Benjamin D. Sommers, 2017. "State Medicaid Expansions and Mortality, Revisited: A Cost-Benefit Analysis," American Journal of Health Economics, MIT Press, vol. 3(3), pages 392-421, Summer.
    3. 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.
    4. 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.
    5. 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.
    6. Borgschulte, Mark & Vogler, Jacob, 2020. "Did the ACA Medicaid expansion save lives?," Journal of Health Economics, Elsevier, vol. 72(C).
    7. Laura R. Wherry & Bruce D. Meyer, 2016. "Saving Teens: Using a Policy Discontinuity to Estimate the Effects of Medicaid Eligibility," Journal of Human Resources, University of Wisconsin Press, vol. 51(3), pages 556-588.
    8. Andrew Goodman-Bacon, 2018. "Public Insurance and Mortality: Evidence from Medicaid Implementation," Journal of Political Economy, University of Chicago Press, vol. 126(1), pages 216-262.
    9. Colleen M. Carey & Sarah Miller & Laura R. Wherry, 2020. "The Impact of Insurance Expansions on the Already Insured: The Affordable Care Act and Medicare," American Economic Journal: Applied Economics, American Economic Association, vol. 12(4), pages 288-318, October.
    10. Black, Bernard & Hollingsworth, Alex & Nunes, Letícia & Simon, Kosali, 2022. "Simulated power analyses for observational studies: An application to the Affordable Care Act Medicaid expansion," Journal of Public Economics, Elsevier, vol. 213(C).
    11. Robert Kaestner & Cuping Schiman & G. Caleb Alexander, 2019. "Effects of Prescription Drug Insurance on Hospitalization and Mortality: Evidence from Medicare Part D," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 86(3), pages 595-628, September.
    12. Mark Duggan & Atul Gupta & Emilie Jackson, 2022. "The Impact of the Affordable Care Act: Evidence from California's Hospital Sector," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 111-151, February.
    13. 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.
    14. David Card & Carlos Dobkin & Nicole Maestas, 2009. "Does Medicare Save Lives?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
    15. Jonathan Gruber & Benjamin D. Sommers, 2019. "The Affordable Care Act’s Effects on Patients, Providers and the Economy: What We’ve Learned So Far," NBER Working Papers 25932, National Bureau of Economic Research, Inc.
    16. Huh, Jason & Reif, Julian, 2017. "Did Medicare Part D reduce mortality?," Journal of Health Economics, Elsevier, vol. 53(C), pages 17-37.
    17. Will Dobbie & Jae Song, 2015. "Debt Relief and Debtor Outcomes: Measuring the Effects of Consumer Bankruptcy Protection," American Economic Review, American Economic Association, vol. 105(3), pages 1272-1311, March.
    18. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    19. Howell, E. & Decker, S. & Hogan, S. & Yemane, A. & Foster, J., 2010. "Declining child mortality and continuing racial disparities in the era of the Medicaid and SCHIP insurance coverage expansions," American Journal of Public Health, American Public Health Association, vol. 100(12), pages 2500-2506.
    20. David Card & Carlos Dobkin & Nicole Maestas, 2004. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization and Health: Evidence from Medicare," NBER Working Papers 10365, National Bureau of Economic Research, Inc.
    21. 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.
    22. Ghosh, Ausmita & Simon, Kosali & Sommers, Benjamin D., 2019. "The Effect of Health Insurance on Prescription Drug Use Among Low-Income Adults:Evidence from Recent Medicaid Expansions," Journal of Health Economics, Elsevier, vol. 63(C), pages 64-80.
    23. Currie, Janet & Decker, Sandra & Lin, Wanchuan, 2008. "Has public health insurance for older children reduced disparities in access to care and health outcomes?," Journal of Health Economics, Elsevier, vol. 27(6), pages 1567-1581, December.
    24. Benjamin D. Sommers, 2017. "State Medicaid Expansions and Mortality, Revisited: A Cost-Benefit Analysis," American Journal of Health Economics, University of Chicago Press, vol. 3(3), pages 392-421, Summer.
    25. David Card & Carlos Dobkin & Nicole Maestas, 2004. "The Impact of Nearly Universal Insurance Coverage on Health Care Utilization and Health: Evidence from Medicare," NBER Working Papers 10365, National Bureau of Economic Research, Inc.
    26. Deborah Wagner & Mary Lane, 2014. "The Person Identification Validation System (PVS): Applying the Center for Administrative Records Research and Applications’ (CARRA) Record Linkage Software," CARRA Working Papers 2014-01, Center for Economic Studies, U.S. Census Bureau.
    27. Bernstein, Shai & Diamond, Rebecca & McQuade, Timothy James & Pousada, Beatriz, 2018. "The Contribution of High-Skilled Immigrants to Innovation in the United States," Research Papers 3748, Stanford University, Graduate School of Business.
    28. 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.
    29. Buchmueller, T.C. & Levinson, Z.M. & Levy, H.G. & Wolfe, B.L., 2016. "Effect of the affordable care act on racial and ethnic disparities in health insurance coverage," American Journal of Public Health, American Public Health Association, vol. 106(8), pages 1416-1421.
    30. Thompson, Owen, 2017. "The long-term health impacts of Medicaid and CHIP," Journal of Health Economics, Elsevier, vol. 51(C), pages 26-40.
    31. Currie, Janet & Gruber, Jonathan, 1996. "Saving Babies: The Efficacy and Cost of Recent Changes in the Medicaid Eligibility of Pregnant Women," Journal of Political Economy, University of Chicago Press, vol. 104(6), pages 1263-1296, December.
    32. Laura R. Wherry & Sarah Miller & Robert Kaestner & Bruce D. Meyer, 2018. "Childhood Medicaid Coverage and Later-Life Health Care Utilization," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 287-302, May.
    33. Weathers, Robert R. & Stegman, Michelle, 2012. "The effect of expanding access to health insurance on the health and mortality of Social Security Disability Insurance beneficiaries," Journal of Health Economics, Elsevier, vol. 31(6), pages 863-875.
    34. Boudreaux, Michel H. & Golberstein, Ezra & McAlpine, Donna D., 2016. "The long-term impacts of Medicaid exposure in early childhood: Evidence from the program's origin," Journal of Health Economics, Elsevier, vol. 45(C), pages 161-175.
    35. 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.
    36. repec:wly:soecon:v:82:2:y:2015:p:535-555 is not listed on IDEAS
    37. Luojia Hu & Robert Kaestner & Bhashkar Mazumder & Sarah Miller & Ashley Wong, 2016. "The Effect of the Patient Protection and Affordable Care Act Medicaid Expansions on Financial Wellbeing," NBER Working Papers 22170, National Bureau of Economic Research, Inc.
    38. Andrew Goodman-Bacon, 2018. "Difference-in-Differences with Variation in Treatment Timing," NBER Working Papers 25018, National Bureau of Economic Research, Inc.
    39. 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.
    40. Andrew Goodman-Bacon, 2016. "The Long-Run Effects of Childhood Insurance Coverage: Medicaid Implementation, Adult Health, and Labor Market Outcomes," NBER Working Papers 22899, National Bureau of Economic Research, Inc.
    41. Charles Courtemanche & James Marton & Benjamin Ukert & Aaron Yelowitz & Daniela Zapata, 2019. "Effects of the Affordable Care Act on Health Behaviors After 3 Years," Eastern Economic Journal, Palgrave Macmillan;Eastern Economic Association, vol. 45(1), pages 7-33, January.
    42. Jonathan Gruber & Benjamin D. Sommers, 2019. "The Affordable Care Act'S Effects On Patients, Providers, And The Economy: What We'Ve Learned So Far," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 38(4), pages 1028-1052, September.
    43. Lucas Goodman, 2017. "The Effect of the Affordable Care Act Medicaid Expansion on Migration," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 36(1), pages 211-238, January.
    44. Sarah Miller & Laura R. Wherry, 2019. "The Long-Term Effects of Early Life Medicaid Coverage," Journal of Human Resources, University of Wisconsin Press, vol. 54(3), pages 785-824.
    45. Semyonov, Moshe & Lewin-Epstein, Noah & Maskileyson, Dina, 2013. "Where wealth matters more for health: The wealth–health gradient in 16 countries," Social Science & Medicine, Elsevier, vol. 81(C), pages 10-17.
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    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private

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