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More doctors, better health? A generalised synthetic control approach to estimating impacts of increasing doctors under Brazil's Mais Medicos programme

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  • Thomas, Rhys Llewellyn
  • Millett, Christopher
  • Sousa Soares, Ricardo de
  • Hone, Thomas

Abstract

Worldwide, there are an insufficient number of primary care physicians to provide accessible, high-quality primary care services. Better knowledge on the health impacts of policies aimed at improving access to primary care physicians is important for informing future policies.

Suggested Citation

  • Thomas, Rhys Llewellyn & Millett, Christopher & Sousa Soares, Ricardo de & Hone, Thomas, 2024. "More doctors, better health? A generalised synthetic control approach to estimating impacts of increasing doctors under Brazil's Mais Medicos programme," Social Science & Medicine, Elsevier, vol. 358(C).
    • Handle: RePEc:eee:socmed:v:358:y:2024:i:c:s0277953624006750
    DOI: 10.1016/j.socscimed.2024.117222
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    References listed on IDEAS

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    1. Bladimir Carrillo & Jose Feres, 2019. "Provider Supply, Utilization, and Infant Health: Evidence from a Physician Distribution Policy," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 156-196, August.
    2. Starfield, Barbara & Shi, Leiyu, 2002. "Policy relevant determinants of health: an international perspective," Health Policy, Elsevier, vol. 60(3), pages 201-218, June.
    3. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    4. Thomas Hone & Davide Rasella & Mauricio L Barreto & Azeem Majeed & Christopher Millett, 2017. "Association between expansion of primary healthcare and racial inequalities in mortality amenable to primary care in Brazil: A national longitudinal analysis," PLOS Medicine, Public Library of Science, vol. 14(5), pages 1-19, May.
    5. Mattos, Enlinson & Mazetto, Debora, 2019. "Assessing the impact of more doctors’ program on healthcare indicators in Brazil," World Development, Elsevier, vol. 123(C), pages 1-1.
    6. Nikoloski, Zlatko & Albala, Sarah & Montero, Andres Madriz & Mossialos, Elias, 2021. "The impact of primary health care and specialist physician supply on amenable mortality in Mexico (2000–2015): Panel data analysis using system-Generalized Method of Moments," Social Science & Medicine, Elsevier, vol. 278(C).
    7. Cl'ement de Chaisemartin & Xavier D'Haultf{oe}uille, 2020. "Difference-in-Differences Estimators of Intertemporal Treatment Effects," Papers 2007.04267, arXiv.org, revised Dec 2024.
    8. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    9. Luiz Felipe Campos Fontes & Otavio Canozzi Conceição & Paulo de Andrade Jacinto, 2018. "Evaluating the impact of physicians' provision on primary healthcare: Evidence from Brazil's More Doctors Program," Health Economics, John Wiley & Sons, Ltd., vol. 27(8), pages 1284-1299, August.
    10. Athey, Susan & Imbens, Guido W., 2022. "Design-based analysis in Difference-In-Differences settings with staggered adoption," Journal of Econometrics, Elsevier, vol. 226(1), pages 62-79.
    11. Sundmacher, Leonie & Fischbach, Diana & Schuettig, Wiebke & Naumann, Christoph & Augustin, Uta & Faisst, Cristina, 2015. "Which hospitalisations are ambulatory care-sensitive, to what degree, and how could the rates be reduced? Results of a group consensus study in Germany," Health Policy, Elsevier, vol. 119(11), pages 1415-1423.
    12. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    13. Alberto Abadie, 2021. "Using Synthetic Controls: Feasibility, Data Requirements, and Methodological Aspects," Journal of Economic Literature, American Economic Association, vol. 59(2), pages 391-425, June.
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