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Do government subsidies to low-income individuals affect interstate migration? Evidence from the Massachusetts Health Care Reform

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  • Alm, James
  • Enami, Ali

Abstract

Following the passage of the Patient Protection and Affordable Care Act (ACA) of 2010, many – but not all – states decided to expand their Medicaid program in line with provisions of the new law. Will low-income individuals respond to the incentives of living in a state with better health subsidies by relocating to the state? This paper addresses this question by examining the population growth rate of low-income individuals in Massachusetts following the Massachusetts Health Care Reform (MHCR) of 2006. Like the ACA, the MHCR expanded the Medicaid program, and also provided subsidized health insurance for low-income individuals. Using difference-in-differences and triple-differences models and Internal Revenue Service tax return data, we show that the reform did not have a global effect on the movement of low-income individuals across all cities in Massachusetts. However, we also show that the reform did have a local (or border) effect on the movement into border cities of the state, an effect that is relatively large for cities very close to the border but disappears quickly once the distance to border goes beyond 15 miles.

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  • Alm, James & Enami, Ali, 2017. "Do government subsidies to low-income individuals affect interstate migration? Evidence from the Massachusetts Health Care Reform," Regional Science and Urban Economics, Elsevier, vol. 66(C), pages 119-131.
  • Handle: RePEc:eee:regeco:v:66:y:2017:i:c:p:119-131
    DOI: 10.1016/j.regsciurbeco.2017.06.005
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    1. Christian Bayer & Falko Juessen, 2012. "On the Dynamics of Interstate Migration: Migration Costs and Self-Selection," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(3), pages 377-401, July.
    2. Craig Garthwaite & Tal Gross & Matthew J. Notowidigdo, 2014. "Public Health Insurance, Labor Supply, and Employment Lock," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 653-696.
    3. Kaestner, Robert & Kaushal, Neeraj & Van Ryzin, Gregg, 2003. "Migration consequences of welfare reform," Journal of Urban Economics, Elsevier, vol. 53(3), pages 357-376, May.
    4. Corrado Giulietti & Jackline Wahba, 2013. "Welfare migration," Chapters, in: Amelie F. Constant & Klaus F. Zimmermann (ed.), International Handbook on the Economics of Migration, chapter 26, pages 489-504, Edward Elgar Publishing.
    5. Anjomani, Ardeshir, 2002. "Regional growth and interstate migration," Socio-Economic Planning Sciences, Elsevier, vol. 36(4), pages 239-265, December.
    6. Lans Bovenberg, A. & Jacobs, Bas, 2005. "Redistribution and education subsidies are Siamese twins," Journal of Public Economics, Elsevier, vol. 89(11-12), pages 2005-2035, December.
    7. Foote, Andrew, 2016. "The effects of negative house price changes on migration: Evidence across U.S. housing downturns," Regional Science and Urban Economics, Elsevier, vol. 60(C), pages 292-299.
    8. Karen Smith Conway & Andrew J. Houtenville, 2003. "Out with the Old, In with the Old: A Closer Look at Younger Versus Older Elderly Migration," Social Science Quarterly, Southwestern Social Science Association, vol. 84(2), pages 309-328, June.
    9. Charles J. Courtemanche & Daniela Zapata, 2014. "Does Universal Coverage Improve Health? The Massachusetts Experience," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 33(1), pages 36-69, January.
    10. Richard J. Cebula & J. R. Clark, 2013. "An extension of the Tiebout hypothesis of voting with one's feet: the Medicaid magnet hypothesis," Applied Economics, Taylor & Francis Journals, vol. 45(32), pages 4575-4583, November.
    11. Kolstad, Jonathan T. & Kowalski, Amanda E., 2012. "The impact of health care reform on hospital and preventive care: Evidence from Massachusetts," Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
    12. Terra McKinnish, 2005. "Importing the Poor: Welfare Magnetism and Cross-Border Welfare Migration," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
    13. J. R. Walker, "undated". "Migration amoung low-income households: Helping the witch doctors reach consensus," Institute for Research on Poverty Discussion Papers 1031-94, University of Wisconsin Institute for Research on Poverty.
    14. Jan Eeckhout, 2004. "Gibrat's Law for (All) Cities," American Economic Review, American Economic Association, vol. 94(5), pages 1429-1451, December.
    15. Walker, J.R., 1994. "Migration Among Low-Income Households: Helpmg the Witch Doctors Reach Consensus," Working papers 9423, Wisconsin Madison - Social Systems.
    16. Modestino, Alicia Sasser & Dennett, Julia, 2013. "Are American homeowners locked into their houses? The impact of housing market conditions on state-to-state migration," Regional Science and Urban Economics, Elsevier, vol. 43(2), pages 322-337.
    17. Gordon Jong & Deborah Graefe & Tanja St. Pierre, 2005. "Welfare reform and interstate migration of poor families," Demography, Springer;Population Association of America (PAA), vol. 42(3), pages 469-496, August.
    18. Cebula, Richard J. & Alexander, Gigi M., 2006. "Determinants of Net Interstate Migration, 2000-2004," Journal of Regional Analysis and Policy, Mid-Continent Regional Science Association, vol. 36(2), pages 1-8.
    19. Nannestad, Peter, 2007. "Immigration and welfare states: A survey of 15 years of research," European Journal of Political Economy, Elsevier, vol. 23(2), pages 512-532, June.
    20. Beeson, Patricia E. & DeJong, David N. & Troesken, Werner, 2001. "Population growth in U.S. counties, 1840-1990," Regional Science and Urban Economics, Elsevier, vol. 31(6), pages 669-699, November.
    21. Sarah Miller, 2012. "The Impact of the Massachusetts Health Care Reform on Health Care Use among Children," American Economic Review, American Economic Association, vol. 102(3), pages 502-507, May.
    22. 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.
    23. Sasser, Alicia C., 2010. "Voting with their feet: Relative economic conditions and state migration patterns," Regional Science and Urban Economics, Elsevier, vol. 40(2-3), pages 122-135, May.
    24. McKinnish, Terra, 2017. "Cross-state differences in the minimum wage and out-of-state commuting by low-wage workers," Regional Science and Urban Economics, Elsevier, vol. 64(C), pages 137-147.
    25. McKinnish, Terra, 2007. "Welfare-induced migration at state borders: New evidence from micro-data," Journal of Public Economics, Elsevier, vol. 91(3-4), pages 437-450, April.
    26. Jan K. Brueckner, 1999. "Welfare Reform and the Race to the Bottom: Theory and Evidence," Southern Economic Journal, John Wiley & Sons, vol. 66(2), pages 505-525, January.
    27. Bruce Headey & Robert Goodin & Ruud Muffels & Henk-Jan Dirven, 2000. "Is There a Trade-Off Between Economic Efficiency and a Generous Welfare State? A Comparison of Best Cases of `The Three Worlds of Welfare Capitalism’," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 50(2), pages 115-157, May.
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    3. Friederike Seifert, 2022. "The Affordable Care Act Medicaid expansion and interstate migration in border regions of US States [Die Ausweitung von Medicaid durch den Affordable Care Act und zwischenstaatliche Migration in den," Review of Regional Research: Jahrbuch für Regionalwissenschaft, Springer;Gesellschaft für Regionalforschung (GfR), vol. 42(1), pages 49-74, April.

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    More about this item

    Keywords

    Massachusetts health care reform; Interstate migration; Medicaid expansion; Subsidized health insurance; Border analysis;
    All these keywords.

    JEL classification:

    • H24 - Public Economics - - Taxation, Subsidies, and Revenue - - - Personal Income and Other Nonbusiness Taxes and Subsidies
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts

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