American Economic Journal Applied Economics · 2013 · 131 citations · 61 references
Public AffairsHealth PolicyInsuranceHealth Care FinancingHealth InsuranceManaged CareBenefit DesignFinancial ProtectionHealth Insurance EconomicsHealth Insurance SystemsInsurance CoverageInsurance PolicyFuzzy Regression DiscontinuityHealth Care Affordability PolicyHealth Outcomes AnalysisHealth Program ImplementationHousehold Financial Risk ProtectionNational Health InsurancePreventive Health Services UtilizationPreventive Service Use
Unexpected medical care spending imposes considerable financial risk on developing country households. Based on managed care models of health insurance in wealthy countries, Colombia's Régimen Subsidiado is a publicly financed insurance program targeted to the poor, aiming both to provide risk protection and to promote allocative efficiency in the use of medical care. Using a "fuzzy" regression discontinuity design, we find that the program has shielded the poor from some financial risk while increasing the use of traditionally under-utilized preventive services - with measurable health gains.
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American Economic Review · 2012 · 6.8K citations
Regression discontinuity designs: A guide to practice
Guido W. Imbens, Thomas Lemieux · Journal of Econometrics · 2007 · 3.8K citations
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