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      Health insurance for the poor: impact on catastrophic and out-of-pocket health expenditures in Mexico

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          Abstract

          The goal of Seguro Popular (SP) in Mexico was to improve the financial protection of the uninsured population against excessive health expenditures. This paper estimates the impact of SP on catastrophic health expenditures (CHE), as well as out-of-pocket (OOP) health expenditures, from two different sources. First, we use the SP Impact Evaluation Survey (2005–2006), and compare the instrumental variables (IV) results with the experimental benchmark. Then, we use the same IV methods with the National Health and Nutrition Survey (ENSANUT 2006). We estimate naïve models, assuming exogeneity, and contrast them with IV models that take advantage of the specific SP implementation mechanisms for identification. The IV models estimated included two-stage least squares (2SLS), bivariate probit, and two-stage residual inclusion (2SRI) models. Instrumental variables estimates resulted in comparable estimates against the “gold standard.” Instrumental variables estimates indicate a reduction of 54% in catastrophic expenditures at the national level. SP beneficiaries also had lower expenditures on outpatient and medicine expenditures. The selection-corrected protective effect is found not only in the limited experimental dataset, but also at the national level.

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          Most cited references34

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          Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments

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            Two-stage residual inclusion estimation: addressing endogeneity in health econometric modeling.

            The paper focuses on two estimation methods that have been widely used to address endogeneity in empirical research in health economics and health services research-two-stage predictor substitution (2SPS) and two-stage residual inclusion (2SRI). 2SPS is the rote extension (to nonlinear models) of the popular linear two-stage least squares estimator. The 2SRI estimator is similar except that in the second-stage regression, the endogenous variables are not replaced by first-stage predictors. Instead, first-stage residuals are included as additional regressors. In a generic parametric framework, we show that 2SRI is consistent and 2SPS is not. Results from a simulation study and an illustrative example also recommend against 2SPS and favor 2SRI. Our findings are important given that there are many prominent examples of the application of inconsistent 2SPS in the recent literature. This study can be used as a guide by future researchers in health economics who are confronted with endogeneity in their empirical work.
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              Dummy Endogenous Variables in a Simultaneous Equation System

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                Author and article information

                Contributors
                srubi@insp.mx
                Journal
                Eur J Health Econ
                The European Journal of Health Economics
                Springer-Verlag (Berlin/Heidelberg )
                1618-7598
                1618-7601
                16 September 2009
                16 September 2009
                October 2010
                : 11
                : 5
                : 437-447
                Affiliations
                [1 ]Health Economics Unit, Center for Evaluation and Survey Research, Mexican School of Public Health, National Institute of Public Health (INSP), Av. Universidad 655, Cuernavaca, 62508 Mexico
                [2 ]Institute of Business and Economic Research (IBER), University of California, Berkeley, CA USA
                [4 ]Statistics Unit, Center for Evaluation and Survey Research, Mexican School of Public Health, National Institute of Public Health (INSP), Av. Universidad 655, Cuernavaca, 62508 Mexico
                [3 ]Carso Institute for Health, Mexico City, Mexico
                Article
                180
                10.1007/s10198-009-0180-3
                2888946
                19756796
                77f04e3f-dac6-4d02-b4a7-83587cba5ca4
                © The Author(s) 2009
                History
                : 13 February 2009
                : 18 August 2009
                Categories
                Original Paper
                Custom metadata
                © Springer-Verlag 2010

                Economics of health & social care
                i38,o15,health insurance,instrumental variables,catastrophic health expenditures,054,mexico,poor populations,econometric methods,i18,o38,out-of-pocket spending,i11

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