Universal health coverage and financial barriers to care
The impact of ex-ante payments in Morocco
DOI:
https://doi.org/10.23882/emss26262Keywords:
Universal health coverage (UHC), Ex-ante payment, Forgoing access to healthcare, Poor populations, Propensity score matching (PSM)Abstract
Objective: This article examines the limitations of a universal health coverage (UHC) model based on ex ante payment for healthcare services with ex post reimbursement, in a context marked by significant inequalities in access to health services. Although this model aims to rationalize healthcare consumption and promote equity, it remains poorly suited to the needs of the poorest populations, who are often unable to advance medical expenses. Methods: To address this issue, the study adopts a quantitative methodological approach based on a field survey conducted among Moroccan households. The analysis relies on econometric techniques, including binary logistic regression and propensity score matching (PSM), to test the hypothesis that ex ante payments constitute a significant barrier to access to healthcare and to assess the actual impact of prepayment mechanisms on healthcare demand. Results: The findings indicate that in systems characterized by limited coverage or ex-ante payment requirements, access to healthcare services remains constrained for low-income populations. By contrast, comprehensive UHC improves access to care, while simultaneously raising concerns related to resource waste and moral hazard. Conclusion: The study underscores the need to integrate income disparities and the real costs of healthcare into health policy design in order to sustainably reduce foregone care and enhance equity within the healthcare system.
References
Alemayehu, B., & Warner, K. E. (2004). The lifetime distribution of health care costs. Health services research, 39(3), 627-642. https://doi.org/10.1111/j.1475-6773.2004.00248.x
Arrow, K. J. (1963). Uncertainty and the welfare economics of medical care. The American Economic Review, 53(5), 941-973.
Asante, A. D., & Zwi, A. B. (2007). Public-private partnerships and global health equity: prospects and challenges. Indian J Med Ethics, 4(4), 176-180. https://doi.org/10.20529/IJME.2007.070
Barros, P. P., & Siciliani, L. (2012). Public and private sector interface: Incentives and implications for equity. Health Economics, 21(2), 119-129. https://doi.org/10.1002/hec.1732
Becker, G. S., Murphy, K. M., & Tamura, R. (1990). Human capital, fertility, and economic growth. Journal of political economy, 98(5, Part 2), S12-S37. https://doi.org/10.1086/261723
Bitran, R. (2014). Universal health coverage and the challenge of informal employment: lessons from developing countries (pp. 1-86). World Bank, Washington, DC.
Bouirbiten, S., Salhi, S., & Benhsain, W. (2023). Accès aux soins de santé: freins, défis et exigences d’équité territoriale. Le cas de la province d’al Haouz, Maroc. Geografares, (37). https://doi.org/10.47456/geo.v3i37.41510
Chaudhuri, S. (2017). Some dimensions of vulnerability: A study of the urban poor in Kolkata. Indian Journal of Human Development, 11(1), 109-123. https://doi.org/10.1177/097370301769
Cheng, T. C., Li, J., & Vaithianathan, R. (2019). Monthly spending dynamics of the elderly following a health shock: Evidence from Singapore. Health economics, 28(1), 23-43. https://doi.org/10.1002/hec.3824
Cnops.(2025).80% du Tarif National de Référence CNOPS. https://www.cnops.org.ma/assures/remboursements_prise_charge/radiologie?utm_source=chatgpt.com
Cutler, D. M. (2007). The lifetime costs and benefits of medical technology. Journal of health economics, 26(6), 1081-1100. https://doi.org/10.1016/j.jhealeco.2007.09.003
Duku, S. K. O. (2018). Differences in the determinants of health insurance enrolment among working-age adults in two regions in Ghana. BMC health services research, 18(1), 384. https://doi.org/10.1186/s12913-018-3192-9
Folland, S., Goodman, A. C., & Stano, M. (2007). The economics of health and health care (5th ed.). Pearson Prentice Hall.
García-Gómez, P., Van Kippersluis, H., O’Donnell, O., & Van Doorslaer, E. (2013). Long-term and spillover effects of health shocks on employment and income. Journal of Human Resources, 48(4), 873-909. https://doi.org/10.3368/jhr.48.4.873
Genoni, M. E. (2012). Health shocks and consumption smoothing: Evidence from Indonesia. Economic Development and Cultural Change, 60(3), 475-506. https://doi.org/10.1086/664019
Graham, H. (2004). Social determinants and their unequal distribution: clarifying policy understandings. The Milbank Quarterly, 82(1), 101-124. https://doi.org/10.1111/j.0887 378X.2004.00303.x
Haas-Wilson, D. (2001). Arrow and the information market failure in health care: the changing content and sources of health care information. Journal of health politics, policy and law, 26(5), 1031-1044
King, G., Gakidou, E., Imai, K., Lakin, J., Moore, R. T., Nall, C., ... & Llamas, H. H. (2009). Public policy for the poor? A randomised assessment of the Mexican universal health insurance programme. The lancet, 373(9673), 1447-1454. https://doi.org/10.1016/S0140 6736(09)60239 7
Kreindler, S. A. (2010). Policy strategies to reduce waits for elective care : A synthesis of international evidence. British Medical Bulletin, 95(1), 7‑32. https://doi.org/10.1093/bmb/ldq014
Krieger, T. (2024). Elites and health infrastructure improvements in industrializing regimes. Journal of Economic Growth, 29(3), 433‑468. https://doi.org/10.1007/s10887-023-09237-5
Kula, N., & Fryatt, R. J. (2014). Public–private interactions on health in South Africa: opportunities for scaling up. Health policy and planning, 29(5), 560-569. https://doi.org/10.1093/heapol/czt042
Leuven, E., & Sianesi, B. (2018). PSMATCH2: Stata module to perform full Mahalanobis and propensity score matching, common support graphing, and covariate imbalance testing.
Marmot, M. (2005). Social determinants of health inequalities. The Lancet, 365(9464), 1099-1104. 10.1016/S0140-6736(05)71146-6
Meheus, F., & McIntyre, D. (2017). Fiscal space for domestic funding of health and other social services. Health Economics, Policy and Law, 12(2), 159-177. https://doi.org/10.1017/S1744133116000438
Mimouni, M., Chaouki, W., Errihani, H., & Benjaafar, N. (2018). Analyse des délais de traitement du cancer du sein : Expérience d’un centre de référence tertiaire au Maroc. Bulletin du Cancer, 105(9), 755‑762. https://doi.org/10.1016/j.bulcan.2018.05.010
Ministère de la santé. (2025). Renforcement de l’offre de soins dans la région de Béni Mellal-Khénifra par le lancement des services de 15 centres de santé urbains et ruraux. https://www.sante.gov.ma/Pages/activites.aspx?activiteID=536
Ministry of Health. (2023). The Ministry of Health deploys an SMUR helicopter in the Oriental region. https://www.sante.gov.ma/Pages/actualites.aspx?IDActu=129
Moussane, A., & Elazzouzi, M. (2024). Challenges and Opportunities in Implementing a Universal Social Health Protection Model: a Comparative Analysis of Low, Middle, and High-Income Countries. Valahian Journal of Economic Studies, 15(2), 81-94. https://doi.org/10.2478/vjes 2024 0017
Musgrave, R. A. (1959). The theory of public finance: A study in public economy. McGraw-Hill.
Myles, J., & Quadagno, J. (2002). Political theories of the welfare state. Social service review, 76(1), 34-57. https://doi.org/10.1086/341261
Newhouse, J. P. (1993). Free for all?: lessons from the RAND health insurance experiment. Harvard University Press.
Nguyen, T. L., Collins, G. S., Spence, J., Daurès, J. P., Devereaux, P. J., Landais, P., & Le Manach, Y. (2017). Double-adjustment in propensity score matching analysis: choosing a threshold for considering residual imbalance. BMC medical research methodology, 17, 1-8. https://doi.org/10.1186/s12874 017 0338 0
Panikkassery, A. S. (2020). Impact of out of pocket health expenditure on consumption pattern of below poverty line households in India. Millennial Asia, 11(1), 27-53. https://doi.org/10.1177/0976399619900608
Rosenbaum, P. R., & Rubin, D. B. (1983). The central role of the propensity score in observational studies for causal effects. Biometrika, 70(1), 41-55. https://doi.org/10.1093/biomet/70.1.41
Rothschild, M., & Stiglitz, J. E. (1976). Equilibrium in competitive insurance markets: The economics of imperfect information. The Quarterly Journal of Economics, 90(4), 629-649. https://doi.org/10.2307/1885326
Ruger, J. P. (2009). Global health justice. Public Health Ethics, 2(3), 261-275. https://doi.org/10.1093/phe/php019
Sarker, A. R., Sultana, M., Alam, K., Ali, N., Sheikh, N., Akram, R., & Morton, A. (2021). Households’ out‐of‐pocket expenditure for healthcare in Bangladesh: A health financing incidence analysis. The International Journal of Health Planning and Management, 36(6), 2106-2117. https://doi.org/10.1002/hpm.3275
Sirag, A., & Mohamed Nor, N. (2021). Out-of-Pocket Health Expenditure and Poverty : Evidence from a Dynamic Panel Threshold Analysis. Healthcare, 9(5), 536. https://doi.org/10.3390/healthcare9050536
Sommers, B. D., Gawande, A. A., & Baicker, K. (2017). Health Insurance Coverage and Health—What the Recent Evidence Tells Us. New England Journal of Medicine, 377(6), 586‑593. https://doi.org/10.1056/NEJMsb1706645
Thomson, S., Cylus, J., & Evetovits, T. (2019). Can people afford to pay for health care? New evidence on financial protection in Europe. Eurohealth, 25(3), 41-46.
Van Doorslaer, E., Koolman, X., & Jones, A. M. (2006). Explaining income-related inequalities in doctor utilization in Europe. Health Economics, 15(5), 549-573. https://doi.org/10.1002/hec.919
Wagstaff, A., van Doorslaer, E., & Watanabe, N. (2009). Horizontal inequities in health care access: Evidence from 11 countries. Health Economics, 18(3), 279-289. https://doi.org/10.1002/hec.1396
WHO (2018). 2018 annual report WHO/UNICEF joint monitoring programme for water supply, sanitation and hygiene. In 2018 annual report WHO/UNICEF joint monitoring programme for water supply, sanitation and hygiene (pp. 20-20).
WHO (World Health Organization) (2005) Sustainable health financing, universal coverage and social health insurance. Geneva.
WHO. (2023). Global monitoring report on financial protection in health 2021. World Health Organization.
Zaoui, S., Hakkou, F., Filali, H., Khabal, Y., Tazi, I., & Mahmal, L. (2013). Le médicament générique au Maroc: le point de vue du consommateur. Pan African Medical Journal, 15(1). https://doi.org/10.11604/pamj.2013.15.18.2243
Zweifel, P., & Manning, W. G. (2000). Moral hazard and consumer incentives in health care. In Handbook of health economics (Vol. 1, pp. 409-459). Elsevier. https://doi.org/10.1016/S1574-0064(00)80019-6
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Aboutayeb MOUSSANE, Essaid TARBALOUTI

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.

