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Measuring and decomposing socioeconomic inequality in healthcare delivery: A microsimulation approach with application to the Palestinian conflict-affected fragile setting

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  • Abu-Zaineh, Mohammad
  • Mataria, Awad
  • Moatti, Jean-Paul
  • Ventelou, Bruno

Abstract

Socioeconomic-related inequalities in healthcare delivery have been extensively studied in developed countries, using standard linear models of decomposition. This paper seeks to assess equity in healthcare delivery in the particular context of the occupied Palestinian territory: the West Bank and the Gaza Strip, using a new method of decomposition based on microsimulations. Besides avoiding the 'unavoidable price' of linearity restriction that is imposed by the standard methods of decomposition, the microsimulation-based decomposition enables to circumvent the potentially contentious role of heterogeneity in behaviours and to better disentangle the various sources driving inequality in healthcare utilisation. Results suggest that the worse-off do have a disproportinately greater need for all levels of care. However with the exception of primary-level, utilisation of all levels of care appears to be significantly higher for the better-off. The microsimulation method has made it possible to identify the contributions of factors driving such pro-rich patterns. While much of the inequality in utilisation appears to be caused by the prevailing socioeconomic inequalities, detailed analysis attributes a non-trivial part (circa 30% of inequalities) to heterogeneity in healthcare-seeking behaviours across socioeconomic groups of the population. Several policy recommendations for improving equity in healthcare delivery in the occupied Palestinian territory are proposed.

Suggested Citation

  • 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.
  • Handle: RePEc:eee:socmed:v:72:y:2011:i:2:p:133-141
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    1. Eddy van Doorslaer & Owen O'Donnell, 2008. "Measurement and Explanation of Inequality in Health and Health Care in Low-Income Settings," WIDER Working Paper Series DP2008-04, World Institute for Development Economic Research (UNU-WIDER).
    2. Hélène Huber, 2008. "Decomposing the causes of inequalities in health care use: a micro-simulations approach," Post-Print hal-02316720, HAL.
    3. 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.
    4. Hélène Huber, 2008. "Decomposing the causes of inequalities in health care use: a micro-simulations approach," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-02316720, HAL.
    5. Margaret Grosh & Paul Glewwe, 2000. "Designing Household Survey Questionnaires for Developing Countries," World Bank Publications - Books, The World Bank Group, number 25338.
    6. 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.
    7. repec:dau:papers:123456789/3881 is not listed on IDEAS
    8. Bornemisza, Olga & Ranson, M. Kent & Poletti, Timothy M. & Sondorp, Egbert, 2010. "Promoting health equity in conflict-affected fragile states," Social Science & Medicine, Elsevier, vol. 70(1), pages 80-88, January.
    9. Wagstaff, Adam & van Doorslaer, Eddy & Watanabe, Naoko, 2003. "On decomposing the causes of health sector inequalities with an application to malnutrition inequalities in Vietnam," Journal of Econometrics, Elsevier, vol. 112(1), pages 207-223, January.
    10. Hélène Huber, 2008. "Decomposing the causes of inequalities in health care use: A micro-simulations approach," Post-Print halshs-00311162, HAL.
    11. Allin, Sara & Grignon, Michel & Le Grand, Julian, 2010. "Subjective unmet need and utilization of health care services in Canada: What are the equity implications?," Social Science & Medicine, Elsevier, vol. 70(3), pages 465-472, February.
    12. 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.
    13. Brigitte Dormont & Michel Grignon & Hélène Huber, 2006. "Health expenditure growth: reassessing the threat of ageing," Health Economics, John Wiley & Sons, Ltd., vol. 15(9), pages 947-963, September.
    14. 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.
    15. Julian Le Grand, 1987. "Review: Equity, Well-Being, and Economic Choice," Journal of Human Resources, University of Wisconsin Press, vol. 22(3), pages 429-440.
    16. JAMES G. MacKINNON, 2006. "Bootstrap Methods in Econometrics," The Economic Record, The Economic Society of Australia, vol. 82(s1), pages 2-18, September.
    17. Eddy van Doorslaer & Xander Koolman & Andrew M. Jones, 2004. "Explaining income‐related inequalities in doctor utilisation in Europe," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 629-647, July.
    18. Leung, Siu Fai & Yu, Shihti, 1996. "On the choice between sample selection and two-part models," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 197-229.
    19. Adam Wagstaff & Eddy van Doorslaer, 2000. "Measuring and Testing for Inequity in the Delivery of Health Care," Journal of Human Resources, University of Wisconsin Press, vol. 35(4), pages 716-733.
    20. Rivers, Douglas & Vuong, Quang H., 1988. "Limited information estimators and exogeneity tests for simultaneous probit models," Journal of Econometrics, Elsevier, vol. 39(3), pages 347-366, November.
    21. Huber, Hélène, 2008. "Decomposing the causes of inequalities in health care use: A micro-simulations approach," Journal of Health Economics, Elsevier, vol. 27(6), pages 1605-1613, December.
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    Cited by:

    1. Zhao, Guangchuan & Cao, Xinbang & Ma, Chao, 2020. "Accounting for horizontal inequity in the delivery of health care: A framework for measurement and decomposition," International Review of Economics & Finance, Elsevier, vol. 66(C), pages 13-24.
    2. Mohammad Abu-Zaineh & Maame Esi Woode, 2018. "Investigating the Dimensions of Youth Wellbeing: An Exploratory Structural Equation Modelling Approach Applied to Palestine," Child Indicators Research, Springer;The International Society of Child Indicators (ISCI), vol. 11(1), pages 57-78, February.
    3. Khaled Makhloufi & Bruno Ventelou & Mohammad Abu-Zaineh, 2015. "Have health insurance reforms in Tunisia attained their intended objectives?," International Journal of Health Economics and Management, Springer, vol. 15(1), pages 29-51, March.
    4. Xin Xie & Qunhong Wu & Yanhua Hao & Hui Yin & Wenqi Fu & Ning Ning & Ling Xu & Chaojie Liu & Ye Li & Zheng Kang & Changzhi He & Guoxiang Liu, 2014. "Identifying Determinants of Socioeconomic Inequality in Health Service Utilization among Patients with Chronic Non-Communicable Diseases in China," PLOS ONE, Public Library of Science, vol. 9(6), pages 1-14, June.
    5. 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.
    6. Witter, Sophie, 2012. "Health financing in fragile and post-conflict states: What do we know and what are the gaps?," Social Science & Medicine, Elsevier, vol. 75(12), pages 2370-2377.
    7. Mohammad Habibullah Pulok & Kees Gool & Mohammad Hajizadeh & Sara Allin & Jane Hall, 2020. "Measuring horizontal inequity in healthcare utilisation: a review of methodological developments and debates," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(2), pages 171-180, March.

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