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Equity in health care financing in Palestine: The value-added of the disaggregate approach

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  • Abu-Zaineh, Mohammad
  • Mataria, Awad
  • Luchini, Stéphane
  • Moatti, Jean-Paul

Abstract

This paper analyzes the redistributive effect and progressivity associated with the current health care financing schemes in the Occupied Palestinian Territory, using data from the first Palestinian Household Health Expenditure Survey conducted in 2004. The paper goes beyond the commonly used "aggregate summary index approach" to apply a more detailed "disaggregate approach". Such an approach is borrowed from the general economic literature on taxation, and examines redistributive and vertical effects over specific parts of the income distribution, using the dominance criterion. In addition, the paper employs a bootstrap method to test for the statistical significance of the inequality measures. While both the aggregate and disaggregate approaches confirm the pro-rich and regressive character of out-of-pocket payments, the aggregate approach does not ascertain the potential progressive feature of any of the available insurance schemes. The disaggregate approach, however, significantly reveals a progressive aspect, for over half of the population, of the government health insurance scheme, and demonstrates that the regressivity of the out-of-pocket payments is most pronounced among the worst-off classes of the population. Recommendations are advanced to improve the performance of the government insurance schemes to enhance its capacity in limiting inequalities in health care financing in the Occupied Palestinian Territory.

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  • Abu-Zaineh, Mohammad & Mataria, Awad & Luchini, Stéphane & Moatti, Jean-Paul, 2008. "Equity in health care financing in Palestine: The value-added of the disaggregate approach," Social Science & Medicine, Elsevier, vol. 66(11), pages 2308-2320, June.
  • Handle: RePEc:eee:socmed:v:66:y:2008:i:11:p:2308-2320
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    as
    1. Davidson, Russell & Flachaire, Emmanuel, 2007. "Asymptotic and bootstrap inference for inequality and poverty measures," Journal of Econometrics, Elsevier, vol. 141(1), pages 141-166, November.
    2. anonymous, 2000. "Brochure helps consumers understand credit laws," Financial Update, Federal Reserve Bank of Atlanta, vol. 13(Jul), pages 1-5.
    3. Russell Davidson & Jean-Yves Duclos, 2013. "Testing for Restricted Stochastic Dominance," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 84-125, January.
    4. Klavus, Jan, 2001. "Statistical inference of progressivity dominance: an application to health care financing distributions," Journal of Health Economics, Elsevier, vol. 20(3), pages 363-377, May.
    5. Eddy van Doorslaer & Xander Koolman, 2004. "Explaining the differences in income‐related health inequalities across European countries," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 609-628, July.
    6. Asfaw, Abay & Braun, Joachim von, 2004. "Can community health insurance schemes shield the poor against the downside health effects of economic reforms? The case of rural ethiopia," Health Policy, Elsevier, vol. 70(1), pages 97-108, October.
    7. Wagstaff, Adam & van Doorslaer, Eddy, 1997. "Progressivity, horizontal equity and reranking in health care finance: a decomposition analysis for the Netherlands," Journal of Health Economics, Elsevier, vol. 16(5), pages 499-516, October.
    8. Kakwani, Nanok C, 1977. "Measurement of Tax Progressivity: An International Comparison," Economic Journal, Royal Economic Society, vol. 87(345), pages 71-80, March.
    9. Mataria, Awad & Donaldson, Cam & Luchini, Stephane & Moatti, Jean-Paul, 2004. "A stated preference approach to assessing health care-quality improvements in Palestine: from theoretical validity to policy implications," Journal of Health Economics, Elsevier, vol. 23(6), pages 1285-1311, November.
    10. Lerman, Robert I. & Yitzhaki, Shlomo, 1989. "Improving the accuracy of estimates of Gini coefficients," Journal of Econometrics, Elsevier, vol. 42(1), pages 43-47, September.
    11. Cisse, Boubou & Luchini, Stephane & Moatti, Jean Paul, 2007. "Progressivity and horizontal equity in health care finance and delivery: What about Africa?," Health Policy, Elsevier, vol. 80(1), pages 51-68, January.
    12. Wagstaff, Adam & van Doorslaer, Eddy & van der Burg, Hattem & Calonge, Samuel & Christiansen, Terkel & Citoni, Guido & Gerdtham, Ulf-G & Gerfin, Mike & Gross, Lorna & Hakinnen, Unto, 1999. "Equity in the finance of health care: some further international comparisons1," Journal of Health Economics, Elsevier, vol. 18(3), pages 263-290, June.
    13. Wagstaff, Adam & van Doorslaer, Eddy, 1992. "Equity in the finance of health care: Some international comparisons," Journal of Health Economics, Elsevier, vol. 11(4), pages 361-387, December.
    14. Philip M. Clarke & Ulf‐G Gerdtham & Luke B. Connelly, 2003. "A note on the decomposition of the health concentration index," Health Economics, John Wiley & Sons, Ltd., vol. 12(6), pages 511-516, June.
    15. Raquel Andres & Samuel Calonge, 2005. "Inference on Income Inequality and Tax Progressivity Indices: U-Statistics and Bootstrap Methods," Working Papers 09, ECINEQ, Society for the Study of Economic Inequality.
    16. Mills, Jeffrey A & Zandvakili, Sourushe, 1997. "Statistical Inference via Bootstrapping for Measures of Inequality," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(2), pages 133-150, March-Apr.
    17. Biewen, Martin, 2002. "Bootstrap inference for inequality, mobility and poverty measurement," Journal of Econometrics, Elsevier, vol. 108(2), pages 317-342, June.
    18. Bishop, John A & Chow, K Victor & Formby, John P, 1994. "Testing for Marginal Changes in Income Distributions with Lorenz and Concentration Curves," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 35(2), pages 479-488, May.
    19. Wagstaff, Adam & van Doorslaer, Eddy, 2000. "Chapter 34 Equity in health care finance and delivery," Handbook of Health Economics, in: A. J. Culyer & J. P. Newhouse (ed.), Handbook of Health Economics, edition 1, volume 1, chapter 34, pages 1803-1862, Elsevier.
    20. Margaret Grosh & Paul Glewwe, 2000. "Designing Household Survey Questionnaires for Developing Countries," World Bank Publications - Books, The World Bank Group, number 25338.
    21. anonymous, 2000. "Consumer privacy protections finalized," Financial Update, Federal Reserve Bank of Atlanta, vol. 13(Jul), pages 1-6.
    22. van Osselaer, Stijn M J & Alba, Joseph W, 2000. "Consumer Learning and Brand Equity," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 27(1), pages 1-16, June.
    23. Adam Wagstaff, 2002. "Reflections on and alternatives to WHO's fairness of financial contribution index," Health Economics, John Wiley & Sons, Ltd., vol. 11(2), pages 103-115, March.
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    2. Jean-Paul Moatti & Bruno Ventelou, 2009. "Économie de la santé dans les pays en développement des paradigmes en mutation," Revue économique, Presses de Sciences-Po, vol. 60(2), pages 241-256.
    3. Mohammad Abu-Zaineh & Habiba Romdhane & Bruno Ventelou & Jean-Paul Moatti & Arfa Chokri, 2013. "Appraising financial protection in health: the case of Tunisia," International Journal of Health Economics and Management, Springer, vol. 13(1), pages 73-93, March.
    4. Abu-Zaineh, Mohammad & Mataria, Awad & Luchini, Stéphane & Moatti, Jean-Paul, 2009. "Equity in health care finance in Palestine: The triple effects revealed," Journal of Health Economics, Elsevier, vol. 28(6), pages 1071-1080, December.
    5. Cavatorta, Elisa & Pieroni, Luca, 2013. "Background risk of food insecurity and insurance behaviour: Evidence from the West Bank," Food Policy, Elsevier, vol. 43(C), pages 278-290.
    6. Mejía Mejía, Aurelio, 2013. "Is tax funding of health care more likely to be regressive than systems based on social insurance in low and middle-income countries?," Revista Lecturas de Economía, Universidad de Antioquia, CIE, issue 78, pages 229-239, March.
    7. Bertone, Maria Paola & Jowett, Matthew & Dale, Elina & Witter, Sophie, 2019. "Health financing in fragile and conflict-affected settings: What do we know, seven years on?," Social Science & Medicine, Elsevier, vol. 232(C), pages 209-219.
    8. Cavatorta, Elisa & Pieroni, Luca, 2010. "A Competing Risk Model for Health and Food Insecurity in the West Bank," MPRA Paper 25555, University Library of Munich, Germany.
    9. Nkeiru Joy Onyema & Aduku, Ebikabowei Biedomo & Richardson Kojo Edeme, 2019. "Progressivity and the Re-Ranking Effect of Healthcare Financing in South East Nigeria," Journal of Contemporary Research in Business, Economics and Finance, Michael Laurence, vol. 1(3), pages 37-45.
    10. Luca Crivelli & Paola Salari, 2012. "Fiscal federalism and income redistribution through healthcare financing: An empirical analysis for the Swiss cantons," CEPRA working paper 1204, USI Università della Svizzera italiana.
    11. Abu-Zaineh, Mohammad & Mataria, Awad & Moatti, Jean-Paul & Ventelou, Bruno, 2011. "Measuring and decomposing socioeconomic inequality in healthcare delivery: A microsimulation approach with application to the Palestinian conflict-affected fragile setting," Social Science & Medicine, Elsevier, vol. 72(2), pages 133-141, January.
    12. Aurelio Mejía, 2013. "Is tax funding of health care more likely to be regressive than systems based on social insurance in low- and middle-income countries?," Publicaciones 15615, Grupo de Economía de la Salud.
    13. John E. Ataguba, 2021. "The Impact of Financing Health Services on Income Inequality in an Unequal Society: The Case of South Africa," Applied Health Economics and Health Policy, Springer, vol. 19(5), pages 721-733, September.
    14. Awad Mataria & Firas Raad & Mohammad Abu-Zaineh & Cam Donaldson, 2010. "Catastrophic healthcare payments and impoverishment in the occupied Palestinian territory," Applied Health Economics and Health Policy, Springer, vol. 8(6), pages 393-405, November.

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