Health Care Facility Choice and User Fee Abolition: Regression Discontinuity in a Multinomial Choice Setting

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Steven F. Koch; Jeffrey S. Racine; (2013)

We apply parametric and nonparametric regression discontinuity methodology within a multinomial choice setting to examine the impact of public health care user fee abolition on health facility choice using data from South Africa. The nonparametric model is found to outp... View more
  • References (31)
    31 references, page 1 of 4

    Aitchison, J. & Aitken, C. G. G. (1976), `Multivariate binary discrimination by the kernel method', Biometrika 63(3), 413{420.

    Albouy, V. & Lequien, L. (2009), `Does compulsory education lower mortality', Journal of Health Economics 28, 155{168.

    Aldrich, J. H. & Nelson, F. D. (1995), Linear Probability, Logit, and Probit Models, SAGE Publications, Inc.

    Arcand, J. & Wouabe, E. D. (2010), `Teacher training and HIV/AIDS prevention in west Africa: regression discontinuity design evidence from the Cameroon', Health Economics 19, 36{54.

    Berk, R. A. & Rauma, D. (1983), `Capitalizing on nonrandom assigment to treatments: A regression discontinuity evaluation of a crime-control program', Journal of the American Statistical Association 78(381), 21{27.

    Card, D., Dobkin, C. & Maestas, N. (2004), `The impact of nearly universal insurance coverage on health care: evidence from Medicare', NBER Working Paper no. 10365.

    Carpenter, C. & Dobkin, C. (2009), `The e ect of alcohol consumption on mortality: Regression discontinuity evidence from the minimum drinking age', American Economic Journal: Applied Economics 1(1), 164{182.

    Cheng, M., Fan, J. & Marron, J. S. (1997), `On automatic boundary corrections', Annals of Statistics 25(4), 1691{1708.

    Coe, N. B. & Zamarro, G. (2011), `Retirement e ects on health in Europe', Journal of Health Economics 30, 77{86.

    DiNardo, J. & Lee, D. S. (2002), `The impact of unionization on establishment closure: a regression discontinuity analysis of representation elections', NBER Working Paper no. 8993.

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