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Private health insurance, healthcare spending and utilization among older adults: Results from the Brazilian Longitudinal Study of Aging

Author

Listed:
  • Macinko, James
  • Seixas, Brayan V.
  • de Oliveira, Cesar
  • Lima-Costa, Maria Fernanda

Abstract

Brazil has a universal national health service that exists alongside a supplementary private sector used by about 30% of the population. Older adults are generally more likely than younger ones to have a private health plan in Brazil, despite having lower income on average. In this study, we investigate the effects of having a private health plan on health expenditures, utilization and quality of care among Brazilian adults aged 50 and over who participate in the Brazilian Longitudinal Study of Aging (ELSI-Brazil). Results show that healthcare expenditures are overwhelmingly concentrated among the upper two deciles of consumption, but ratios of out-of-pocket expenditures to household consumption are similar among those with public (9.4%) and private (10.4%) coverage. Healthcare utilization (doctor visits) is slightly higher among those with private health plans and is associated with healthcare expenditures that are more than four times per doctor visit higher than those incurred by older adults who use the public sector. Greater utilization among private health plan users is attenuated and no longer statistically significant once the endogeneity of private health plan coverage is accounted for using an instrumental variable approach. While there is no discernable difference in the technical quality of care (proxied by the presence of undiagnosed hypertension), a measure of the quality of provision of healthcare that focuses on timeliness and other organizational features of healthcare delivery is consistently higher among those with private health plans. This perceived convenience comes at a significantly higher cost to individuals, and to society through reimbursement of private health plan premiums through tax credits.

Suggested Citation

  • Macinko, James & Seixas, Brayan V. & de Oliveira, Cesar & Lima-Costa, Maria Fernanda, 2022. "Private health insurance, healthcare spending and utilization among older adults: Results from the Brazilian Longitudinal Study of Aging," The Journal of the Economics of Ageing, Elsevier, vol. 23(C).
  • Handle: RePEc:eee:joecag:v:23:y:2022:i:c:s2212828x22000305
    DOI: 10.1016/j.jeoa.2022.100397
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    References listed on IDEAS

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    1. Bianca Silva & Niel Hens & Gustavo Gusso & Susan Lagaert & James Macinko & Sara Willems, 2022. "Dual Use of Public and Private Health Care Services in Brazil," IJERPH, MDPI, vol. 19(3), pages 1-25, February.
    2. Kseniya Abanokova & Hai-Anh H. Dang & Michael M. Lokshin, 2020. "The Important Role of Equivalence Scales: Household Size, Composition, and Poverty Dynamics in the Russian Federation," Working Papers 539, ECINEQ, Society for the Study of Economic Inequality.
    3. Mihajlo Jakovljevic & Elena Potapchik & Larisa Popovich & Debasis Barik & Thomas E. Getzen, 2017. "Evolving Health Expenditure Landscape of the BRICS Nations and Projections to 2025," Health Economics, John Wiley & Sons, Ltd., vol. 26(7), pages 844-852, July.
    4. repec:wly:soecon:v:82:2:y:2015:p:361-384 is not listed on IDEAS
    5. Luke Keele, 2007. "Social Capital and the Dynamics of Trust in Government," American Journal of Political Science, John Wiley & Sons, vol. 51(2), pages 241-254, April.
    6. Juergen Jung & Jialu Liu Streeter, 2015. "Does health insurance decrease health expenditure risk in developing countries? The case of China," Southern Economic Journal, John Wiley & Sons, vol. 82(2), pages 361-384, October.
    7. Zhou Yang & Edward C. Norton & Sally C. Stearns, 2003. "Longevity and Health Care Expenditures," The Journals of Gerontology: Series B, The Gerontological Society of America, vol. 58(1), pages 2-10.
    8. Chou Jacquelyn W. & Lakdawalla Darius N. & Vanderpuye-Orgle Jacqueline, 2015. "Public-Private Partnership as a Path to Affordable Healthcare in Emerging Markets," Forum for Health Economics & Policy, De Gruyter, vol. 18(1), pages 65-74, January.
    9. Yann Algan, 2018. "Trust and Social Capital," Post-Print hal-03391911, HAL.
    10. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    11. Yann Algan, 2018. "Trust and Social Capital," Post-Print hal-03391911, HAL.
    12. Cragg, John G, 1971. "Some Statistical Models for Limited Dependent Variables with Application to the Demand for Durable Goods," Econometrica, Econometric Society, vol. 39(5), pages 829-844, September.
    13. Sapelli, Claudio & Vial, Bernardita, 2003. "Self-selection and moral hazard in Chilean health insurance," Journal of Health Economics, Elsevier, vol. 22(3), pages 459-476, May.
    14. Yinzi Jin & Zhiyuan Hou & Donglan Zhang, 2016. "Determinants of Health Insurance Coverage among People Aged 45 and over in China: Who Buys Public, Private and Multiple Insurance," PLOS ONE, Public Library of Science, vol. 11(8), pages 1-15, August.
    15. Greg Regier & Yacob A. Zereyesus & Timothy J. Dalton & Vincent Amanor‐Boadu, 2019. "Do Adult Equivalence Scales Matter in Poverty Estimates? A Northern Ghana Case Study and Simulation," Journal of International Development, John Wiley & Sons, Ltd., vol. 31(1), pages 80-100, January.
    16. Hugh R. Waters, 1999. "Measuring the impact of health insurance with a correction for selection bias-a case study of Ecuador," Health Economics, John Wiley & Sons, Ltd., vol. 8(5), pages 473-483.
    17. Menezes-Filho, Naercio & Politi, Ricardo, 2020. "Estimating the causal effects of private health insurance in Brazil: Evidence from a regression kink design," Social Science & Medicine, Elsevier, vol. 264(C).
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