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Benefit‐incidence analysis: are government health expenditures more pro‐rich than we think?

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  • Adam Wagstaff

Abstract

Authors of benefit‐incidence analyses (BIA) have to impute subsidies using assumptions about the relationship between unobserved subsidies ‘captured’ by the household and what can be observed at the household and aggregate levels. This paper shows that one of the two assumptions used in BIA studies to date will necessarily produce a more pro‐rich (or less pro‐poor) picture of government health spending than the other, depending on whether utilization is more pro‐rich or pro‐poor than fees paid to public providers. Both assumptions have their disadvantages, and the paper suggests a couple of alternatives that explicitly link fees paid to the costliness of care. It shows that in the most likely case where fees are distributed in a more pro‐rich fashion than utilization, the two traditional assumptions will produce less pro‐rich distributions of subsidies than the two new alternatives. Also considered are three complications that arise in BIA studies, including factoring in social health insurance. The paper's theoretical results are illustrated with an empirical BIA for Vietnam. Copyright © 2011 John Wiley & Sons, Ltd.

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  • Adam Wagstaff, 2012. "Benefit‐incidence analysis: are government health expenditures more pro‐rich than we think?," Health Economics, John Wiley & Sons, Ltd., vol. 21(4), pages 351-366, April.
  • Handle: RePEc:wly:hlthec:v:21:y:2012:i:4:p:351-366
    DOI: 10.1002/hec.1727
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    1. Owen O'Donnell & Eddy van Doorslaer & Adam Wagstaff & Magnus Lindelow, 2008. "Analyzing Health Equity Using Household Survey Data : A Guide to Techniques and Their Implementation," World Bank Publications - Books, The World Bank Group, number 6896, December.
    2. Adam Wagstaff, 2010. "Estimating health insurance impacts under unobserved heterogeneity: the case of Vietnam's health care fund for the poor," Health Economics, John Wiley & Sons, Ltd., vol. 19(2), pages 189-208, February.
    3. Prescott, N., 1997. "Poverty, Social Services, and Safety Nets in Vietnam," World Bank - Discussion Papers 376, World Bank.
    4. Samuel S. Lieberman & Adam Wagstaff, 2009. "Health Financing and Delivery in Vietnam : Looking Forward," World Bank Publications - Books, The World Bank Group, number 2594, December.
    5. Adam Wagstaff, 2005. "Inequality decomposition and geographic targeting with applications to China and Vietnam," Health Economics, John Wiley & Sons, Ltd., vol. 14(6), pages 649-653, June.
    6. Owen O'Donnell & Eddy van Doorslaer & Ravi P. Rannan-Eliya & Aparnaa Somanathan & Shiva Raj Adhikari & Deni Harbianto & Charu C. Garg & Piya Hanvoravongchai & Mohammed N. Huq & Anup Karan & Gabriel M., 2007. "The Incidence of Public Spending on Healthcare: Comparative Evidence from Asia," The World Bank Economic Review, World Bank, vol. 21(1), pages 93-123.
    7. Kakwani, Nanak & Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Socioeconomic inequalities in health: Measurement, computation, and statistical inference," Journal of Econometrics, Elsevier, vol. 77(1), pages 87-103, March.
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    1. Nora Lustig & Yang Wang, 2020. "The Impact of Taxes and Transfers on Income Inequality, Poverty, and the Urban-Rural and Regional Income Gaps in China," Working Papers 547, Center for Global Development.
    2. Nora Lustig & Florencia Amábile & Marisa Bucheli & George Gray Molina & Sean Higgins & Miguel Jaramillo & Wilson Jiménez Pozo & Veronica Paz Arauco & Claudiney Pereira & Carola Pessino & Máximo Rossi , 2014. "El impacto del sistema tributario y del gasto social sobre la desigualdad y la pobreza en Argentina, Bolivia, Brasil, México, Perú y Uruguay: Un panorama general," Commitment to Equity (CEQ) Working Paper Series 1313S, Tulane University, Department of Economics.
    3. Anselmi, Laura & Lagarde, Mylène & Hanson, Kara, 2015. "Going beyond horizontal equity: An analysis of health expenditure allocation across geographic areas in Mozambique," Social Science & Medicine, Elsevier, vol. 130(C), pages 216-224.
    4. Hong Wang & Yu Liu & Yan Zhu & Lei Xue & Martha Dale & Heather Sipsma & Elizabeth Bradley, 2012. "Health Insurance Benefit Design and Healthcare Utilization in Northern Rural China," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-7, November.
    5. Nora Lustig & Florencia Amábile & Marisa Bucheli & George Gray Molina & Sean Higgins & Miguel Jaramillo & Wilson Jiménez Pozo & Veronica Paz Arauco & Claudiney Pereira & Carola Pessino & Máximo Rossi , 2014. "El impacto del sistema tributario y del gasto social sobre la desigualdad y la pobreza en Argentina, Bolivia, Brasil, México, Perú y Uruguay: Un panorama general," Commitment to Equity (CEQ) Working Paper Series 13S, Tulane University, Department of Economics.
    6. Christoph Lakner & Maria Ana Lugo & Jorge Puig & Leandro Salinardi & Martha Viveros, 2016. "The Incidence of Subsidies to Residential Public Services in Argentina: The Subsidy System in 2014 and Some Alternatives," CEDLAS, Working Papers 0201, CEDLAS, Universidad Nacional de La Plata.
    7. Nora Lustig & Florencia Amábile & Marisa Bucheli & George Gray Molina & Sean Higgins & Miguel Jaramillo & Wilson Jiménez Pozo & Veronica Paz Arauco & Claudiney Pereira & Carola Pessino & Máximo Rossi , 2014. "El impacto del sistema tributario y del gasto social sobre la desigualdad y la pobreza en Argentina, Bolivia, Brasil, México, Perú y Uruguay: Un panorama general," Commitment to Equity (CEQ) Working Paper Series 1313S, Tulane University, Department of Economics.
    8. Nora Lustig & Florencia Amábile & Marisa Bucheli & George Gray Molina & Sean Higgins & Miguel Jaramillo & Wilson Jiménez Pozo & Veronica Paz Arauco & Claudiney Pereira & Carola Pessino & Máximo Rossi , 2013. "The impact of taxes and social spending on inequality and poverty in Argentina, Bolivia, Brazil, Mexico, Peru and Uruguay: An overview," Working Papers 315, ECINEQ, Society for the Study of Economic Inequality.
    9. Wagstaff, Adam & Bilger, Marcel & Buisman, Leander R. & Bredenkamp, Caryn, 2014. "Who benefits from government health spending and why? a global assessment," Policy Research Working Paper Series 7044, The World Bank.
    10. Nora Lustig & Florencia Amábile & Marisa Bucheli & George Gray Molina & Sean Higgins & Miguel Jaramillo & Wilson Jiménez Pozo & Veronica Paz Arauco & Claudiney Pereira & Carola Pessino & Máximo Rossi , 2013. "The impact of taxes and social spending on inequality and poverty in Argentina, Bolivia, Brazil, Mexico, Peru, and Uruguay," Commitment to Equity (CEQ) Working Paper Series 1313, Tulane University, Department of Economics, revised Aug 2013.
    11. Ahmed Shoukry Rashad & Mesbah Fathy Sharaf, 2015. "Who Benefits from Public Healthcare Subsidies in Egypt?," Social Sciences, MDPI, vol. 4(4), pages 1-15, November.
    12. Sarah Tougher & Kara Hanson & Catherine A. Goodman, 2021. "Does subsidizing the private for‐profit sector benefit the poor? Evidence from national antimalarial subsidies in Nigeria and Uganda," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2510-2530, September.
    13. Nora Lustig & Florencia Amábile & Marisa Bucheli & George Gray Molina & Sean Higgins & Miguel Jaramillo & Wilson Jiménez Pozo & Veronica Paz Arauco & Claudiney Pereira & Carola Pessino & Máximo Rossi , 2013. "The impact of taxes and social spending on inequality and poverty in Argentina, Bolivia, Brazil, Mexico, Peru, and Uruguay," Commitment to Equity (CEQ) Working Paper Series 13, Tulane University, Department of Economics, revised Aug 2013.

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