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The impact of publicly subsidised health insurance on access, behavioural risk factors and disease management

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  • Miraldo, Marisa
  • Propper, Carol
  • Williams, Rachael I.

Abstract

In 2006, the Massachusetts healthcare reform was introduced to mandate health insurance, extend eligibility of publicly subsidised health insurance, improve quality and access to care and develop preventive health services. The objective of this study was to determine the impact of expanding publicly subsidised health insurance through the Massachusetts reform on access to primary care, disease management and behavioural risk factors. Using cross-sectional data from the Behavioural Risk Factor Surveillance System (BRFSS) from 2001 to 2010 and exploiting the selective introduction of the healthcare reform, we assessed its impact on primary care access, behavioural risk factors, such as obesity, and receipt of diabetes management tests. We did so using a differences-in-differences methodology by comparing Massachusetts with other New England States for 131,002 adults under 300% of the federal poverty level and by race/ethnicity within this group. Triple difference estimates were also conducted to control for potential within state time varying confounding factors. The results suggest that increasing publicly subsidised health insurance had a positive impact on primary care access for lower income adults, particularly those that are white. However, with the exception of improvements in alcohol consumption for one specific group (lower income whites) the reform had no effect on behaviour risk factors or diabetes disease management. The aims of the reform were to improve access to care and through this, behavioural risk factors and diabetes management. This study suggests that while access to care was increased, reducing risk factors attributed to health risky behaviour and diabetes cannot be sufficiently done simply by extending health insurance coverage and the provision of preventive services. This suggests that more targeted interventions are required.

Suggested Citation

  • Miraldo, Marisa & Propper, Carol & Williams, Rachael I., 2018. "The impact of publicly subsidised health insurance on access, behavioural risk factors and disease management," Social Science & Medicine, Elsevier, vol. 217(C), pages 135-151.
  • Handle: RePEc:eee:socmed:v:217:y:2018:i:c:p:135-151
    DOI: 10.1016/j.socscimed.2018.09.028
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    1. Carpenter, Christopher & Cook, Philip J., 2008. "Cigarette taxes and youth smoking: New evidence from national, state, and local Youth Risk Behavior Surveys," Journal of Health Economics, Elsevier, vol. 27(2), pages 287-299, March.
    2. 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.
    3. 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.
    4. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    5. Sharon K. Long & Karen Stockley & Alshadye Yemane, 2009. "Another Look at the Impacts of Health Reform in Massachusetts: Evidence Using New Data and a Stronger Model," American Economic Review, American Economic Association, vol. 99(2), pages 508-511, May.
    6. Jane Waldfogel, 1999. "The impact of the family and medical leave act," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 18(2), pages 281-302.
    7. Senarath Dharmasena & Oral Capps, 2012. "Intended and unintended consequences of a proposed national tax on sugar‐sweetened beverages to combat the U.S. obesity problem," Health Economics, John Wiley & Sons, Ltd., vol. 21(6), pages 669-694, June.
    8. Lasser, K.E. & Himmelstein, D.U. & Woolhandler, S., 2006. "Access to care, health status, and health disparities in the United States and Canada: Results of a Cross-National Population Based Survey," American Journal of Public Health, American Public Health Association, vol. 96(7), pages 1300-1307.
    9. Falbe, J. & Thompson, H.R. & Becker, C.M. & Rojas, N. & McCulloch, C.E. & Madsen, K.A., 2016. "Impact of the Berkeley excise tax on sugar-sweetened beverage consumption," American Journal of Public Health, American Public Health Association, vol. 106(10), pages 1865-1871.
    10. Huanxue Zhou & Christopher Taber & Steve Arcona & Yunfeng Li, 2016. "Difference-in-Differences Method in Comparative Effectiveness Research: Utility with Unbalanced Groups," Applied Health Economics and Health Policy, Springer, vol. 14(4), pages 419-429, August.
    11. Chaloupka, Frank J. & Wechsler, Henry, 1997. "Price, tobacco control policies and smoking among young adults," Journal of Health Economics, Elsevier, vol. 16(3), pages 359-373, June.
    12. Yarnall, K.S.H. & Pollak, K.I. & Østbye, T. & Krause, K.M. & Michener, J.L., 2003. "Primary care: Is there enough time for prevention?," American Journal of Public Health, American Public Health Association, vol. 93(4), pages 635-641.
    13. Thomas Land & Donna Warner & Mark Paskowsky & Ayesha Cammaerts & LeAnn Wetherell & Rachel Kaufmann & Lei Zhang & Ann Malarcher & Terry Pechacek & Lois Keithly, 2010. "Medicaid Coverage for Tobacco Dependence Treatments in Massachusetts and Associated Decreases in Smoking Prevalence," PLOS ONE, Public Library of Science, vol. 5(3), pages 1-6, March.
    14. Baum, Charles II, 2003. "The effect of state maternity leave legislation and the 1993 Family and Medical Leave Act on employment and wages," Labour Economics, Elsevier, vol. 10(5), pages 573-596, October.
    15. Gruber, Jonathan, 1994. "The Incidence of Mandated Maternity Benefits," American Economic Review, American Economic Association, vol. 84(3), pages 622-641, June.
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    2. Dimitrovová, Klára & Perelman, Julian & Serrano-Alarcón, Manuel, 2020. "Effect of a national primary care reform on avoidable hospital admissions (2000–2015): A difference-in-difference analysis," Social Science & Medicine, Elsevier, vol. 252(C).

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