Key Points 

  • During the Exemplars study period from 2000 to 2018, Rwanda underwent significant economic and health system reforms that strengthened primary health care (PHC) and improved health outcomes. The 1994 genocide decimated the country’s health system, and the government committed to rebuilding it as a core component of national development. While a low-income country, its economy has experienced steady improvements in health outcomes.
  • The Rwandan government took active steps to increase health financing, which allowed for greater investment in PHC. Health spending per capita grew from US$41 in 2000 to US$148 in 2018. Out-of-pocket payments as a share of total current health expenditure have fallen from 27% in 2000 to 12% in 2019. Investments in PHC led to a significant improvement in Rwanda’s universal health care effective coverage index, which rose from about 25 in 2000 to more than 60 in 2018. This increase in service coverage has been linked to improvements in population health outcomes: under-five mortality declined from 158 to 47 deaths per 1,000 live births between 2000 and 2017, a reduction of 70%. Maternal mortality also fell dramatically, from 1,006 to 203 deaths per 100,000 live births between 2000 and 2020.
  • Recognizing the continued need for equitable access to health care, Rwanda expanded PHC services nationwide through initiatives such as community-based health insurance (CBHI) and the national community health worker (CHW) program. These interventions increased PHC coverage for the lowest income quintile by 41% and reduced disparities between the richest and poorest groups by 14% between 1996 and 2017. By strengthening financial protection mechanisms and improving service delivery at the community level, Rwanda has made substantial progress in narrowing health inequities and improving health outcomes across its population.

Health system efficiency and primary health care

As a 2010 WHO paper explains, efficiency in health systems refers to “attaining the highest level of health possible with the available resources.”1 That means allocating available resources as thoughtfully as possible; it also means minimizing wasted resources.1 (According to that report, as much as 40% of health spending is wasted each year.)

Worldwide, the global health financing landscape has experienced significant volatility over the years, driving demand for greater efficiency and more strategic use of limited resources. Between 2000 and 2020, health spending increased enormously—by more than 117%, according to the Institute for Health Metrics and Evaluation.2 As countries became wealthier, populations demanded more and better healthcare services, which in turn became more expensive, driving up spending almost everywhere.3

Moreover, the COVID-19 pandemic further exacerbated this trend, leading to an even more dramatic uptick in global total spending on health, especially in development assistance for health—the funding many low- and middle-income countries depend on to provide essential services.4 However, this momentum has since reversed. According to the World Bank, health spending began contracting in 2022, with government expenditure on health falling below pre-pandemic levels in dozens of developing low- and middle-income countries.5 IHME estimates that government health spending in low-income countries decreased by $1 per person between 2020 and 2023.6 Further, recent cuts in foreign aid that previously supported national health budgets in low- and middle-income countries could reach up to $40 billion over the next three to five years. Other projections indicate that 41 governments will spend less on health between now and 2027 than they did in the pre-pandemic period.7 This rapidly changing landscape is driving a renewed focus on health spending efficiency, greater value for money, and more sustainable financing mechanisms to ensure high-quality healthcare provision in the long term.

While countries require more resources towards health, policymakers also have advocated for approaches to improving population health by spending more efficiently. 8 (In fact, evidence shows that simply spending more can reduce efficiency if policymakers do not act affirmatively to prevent it.)9,10 Researchers believe reducing health system inefficiency yields better health outcomes: for example, a 2013 International Monetary Fund report estimated that African countries could improve life expectancy up to five years if they followed best practices for improving efficiency.8 At the same time, health systems that demonstrate good stewardship of resources and budget absorption capacity can unlock additional funds from policymakers and donors.10

Studies show that primary health care can improve the efficiency of health systems: it is the best way to get more health care for less money.11 For instance, most health needs can be prevented or addressed at the PHC level, improving outcomes and reducing costly spending on specialists and hospitals. Coordinated, continuous PHC that emphasizes prevention and early intervention at the community level is not cheap, but scholars argue it enables health systems to provide more and better care—improving output as well as outcomes—for each dollar spent.12,13

Improving health system efficiency in Rwanda

Charting a country’s performance on the universal health coverage (UHC) effective coverage index against the amount it spends on health care (measured by total health expenditure) over time is one way to measure health system efficiency. The UHC effective coverage index is a composite measurement of primary health system performance reflecting service coverage relative to system capacity across a range of health services—including prevention, promotion, treatment, rehabilitation, and palliative care—and across the life course; it also reflects the need for health services, the use of health services, and the quality of health services.14,15

We selected Exemplar countries by benchmarking country performance against an ideal possible output—the “frontier”—which is the modeled, maximum effective coverage a country could attain at a given level of spending. This method of econometric analysis demonstrates how close a country is gettig to the maximum possible output it could be achieving with its money, as well as its health system’s improvement over time. This optimal production framing implies an underlying assumption about the relationship between investment and output—there is only so much health a country can achieve at a given level of spending. Once a country has hit the frontier, it must invest more resources if it seeks to achieve greater gains in health system performance.

As Figure 1 shows, Rwanda’s effective coverage index improved compared to its total health expenditure per capita. The country improved its UHC effective coverage from an index score (on a scale from 0 to 100) of about 25 in 2000 to more than 60 in 2018. At the same time, health spending per capita increased from US$41 in 2000 to US$148 in 2018. The positive trajectory from 2010 to 2018 in Figure 1 shows Rwanda’s health system squeezing better outputs out of its modestly increased spending over time.

At the same time, analysis of PHC indicator data shows Rwanda has improved service coverage, health financing, and ultimately health outcomes.

For example, the proportion of Rwandan children with full DTP3 coverage (all three doses of the combined diphtheria, tetanus, and pertussis vaccine) improved from 81.3% in 2000 to 97% in 2018 (Figure 2). The acute respiratory infection advice/treatment at a health facility has improved from 38% in 1992 to 73% in 2020, and fever advice/treatment likewise improved from 40% to 62%.16,17

Over that same time period, coverage with maternal health interventions in Rwanda increased: the country improved skilled birth attendance from 26.1% in 2000 to nearly 92% in 2018, quadrupled the use of modern contraceptive methods (mCPR) from 6.7% to nearly 30% over the same time period, and to a lesser degree—increased the rate of at least four antenatal care visits from 11% in 2000 to 44% in 2018, signaling more room for improvement on this indicator (Figure 2).

Health outcomes have improved along with these improvements in service coverage. Under-five mortality rates have declined from 158 per 1,000 live births to 47 from 2000 to 2017. Neonatal mortality rates have declined from 44 per 1,000 live births to 19 in the same period. Maternal mortality plummeted from 1,006 maternal deaths per 100,000 live births to 274 during that period as well (Figure 3).

As Figure 4 shows, Rwanda’s disability-adjusted life year rates declined steadily until 2018 with the most drastic declines in malaria, diarrheal diseases, and tuberculosis.

Figure 4: DALY rates

Figure 4: DALY rates
Source: Institute of Health Metrics and Evaluation. GBD 2021

Health system equity and primary health care

According to the World Health Organization, “health equity is achieved when everyone can attain their full potential for health and well-being.”18 An equitable health system is one that protects its most vulnerable users and eliminates disparities in access and outcomes between different groups of people.

Researchers argue that although it is not a low-cost strategy, PHC is among the most valuable tools for achieving health equity worldwide.19,20 It improves access to health services on the supply side as well as on the demand side (for instance, by reducing geographic and financial barriers so people can seek and obtain the care they need). Likewise, because it has the potential to reduce hospital admissions and costly emergencies through preventive care and timely diagnoses, PHC can both keep people healthier and protect them from catastrophic health expenditures.

Improving health system equity in Rwanda

During the Exemplars study period from 2000 to 2018, Rwanda adopted a series of reforms, such as community-based health insurance (CBHI) or mutuelles de santé, aimed at reducing health inequalities and making PHC services more affordable to all.

Other health system interventions, such as the community health worker (CHW) program, enabled close-to-community PHC delivery nationwide.

These efforts reduced coverage gaps between the poorest and richest population groups. Rwanda increased coverage for the lowest quintile by 41% and reduced inequality in coverage between the poorest and richest wealth quintiles by 14% between 1996 and 2017.

Figure 5: PHC coverage by income quintile

Figure 5: PHC coverage by income quintile
Sources: WHO Global Health Observatory; Rwanda DHS

Health system equity and financial protection

According to the World Bank, out-of-pocket spending is any direct payment by households to health practitioners, suppliers of pharmaceuticals, and any other supplier of therapeutic goods and services. Because individuals must pay for out-of-pocket spending, it can threaten their financial security. For poor people, this spending can be catastrophic.

In Rwanda, out-of-pocket payments as a share of total current health expenditure have fallen from 27% in 2000 to 12% in 2019. Rwanda’s out-of-pocket as a share of current health expenditure has remained consistently lower than the average for low- and middle-income countries over this period (Figure 6) as well as the global average.

Figure 6: Out-of-pocket expenditure as a percent of current health expenditure

Figure 6: Out-of-pocket expenditure as a percent of current health expenditure
Source: WHO Global Health Observatory Database; Rwanda DHS

Rwanda also reported an overall decline in population impoverishment due to health expenditure from 0.44% in 2000 to 0.27% in 2020 (Figure7).

Figure 7: Population impoverishment due to health expenditure

Figure 7: Population impoverishment due to health expenditure
Source: WHO Global Health Observatory Database; Rwanda DHS
  1. 1
    Chisholm D, Evans DB. Improving Health System Efficiency as a Means of Moving Towards Universal Coverage. World Health Report (2010) background paper 28. Geneva: WHO; 2010. https://cdn.who.int/media/docs/default-source/health-financing/technical-briefs-background-papers/whr-2010-background-paper-28.pdf
  2. 2
    IHME. All-cause, total health spending, 1995-2050 [data set]. http://ihmeuw.org/6cha
  3. 3
    World Health Organization (WHO). Global Spending on Health: A World in Transition. Geneva: WHO; 2019. https://www.who.int/publications/i/item/WHO-HIS-HGF-HFWorkingPaper-19.4
  4. 4
    WHO. Global Spending on Health: Rising to the Pandemic's Challenges. Geneva: WHO; 2022. https://www.who.int/publications/i/item/9789240064911
  5. 5
    Kurowski, C., Schmidt, M., Kumar, A., Mieses, J., & Gabani, J. (2024). Government health spending trends through 2023: Peaks, declines, and mounting risks. World Bank. https://openknowledge.worldbank.org/entities/publication/2b47ca45-b210-4d0f-832e-9136538ddbaf
  6. 6
    Institute for Health Metrics and Evaluation. (2024). Financing global health 2023: The future of health financing in the post-pandemic era. Seattle, WA: IHME. Retrieved from https://www.healthdata.org/sites/default/files/2024-05/FGH_2023_Accessible_Digital_Version_with_Translations_2024.05.13.pdf
  7. 7
    Glassman, A., Madan Keller, J., & Smitham, E. (2023). The future of global health spending amidst multiple crises. Washington, DC: Center for Global Development. Retrieved from https://www.cgdev.org/publication/future-global-health-spending-amidst-multiple-crises
  8. 8
    Garcia-Escribano M, Juarros P, Mogues T. Patterns and Drivers of Health Spending Efficiency. Washington, DC: International Monetary Fund; 2022. https://www.imf.org/en/Publications/WP/Issues/2022/03/04/Patterns-and-Drivers-of-Health-Spending-Efficiency-513694
  9. 9
    Zhao Z, Dong S, Wang J, Jiang Q. Estimating the efficiency of primary health care services and its determinants: evidence from provincial panel data in China. Front. Public Health. 2023;11:1173197. https://doi.org/10.3389/fpubh.2023.1173197
  10. 10
    Grigoli F, Kapsoli J. Waste not, want not: the efficiency of health expenditure in emerging and developing economies. Rev Dev Econ. 2018;22(1):384-403. https://doi.org/10.1111/rode.12346
  11. 11
    Organisation for Economic Cooperation and Development (OECD). Realising the Potential of Primary Health Care. Paris: OECD Publishing; 2020. https://doi.org/10.1787/a92adee4-en.
  12. 12
    van Weel C, Kidd MR. Why strengthening primary health care is essential to achieving universal health coverage. CMAJ. 2018;190(15):e463-e466. https://doi.org/10.1503/cmaj.170784
  13. 13
    Cumper G. The costs of primary health care. Trop Doct. 1984;14(1):19-22. https://doi.org/10.1177/004947558401400113
  14. 14
    Lozano R, Fullman N, Mumford JE, et al; GBD 2019 Universal Health Coverage Collaborators. Measuring universal health coverage based on an index of effective coverage of health services in 204 countries and territories, 1990-2019: a systematic analysis for the Global Burden of Disease Study 2019. Lancet. 2020;396(10258):1250-1284. https://doi.org/10.1016/S0140-6736(20)30750-9
  15. 15
    Ng M, Fullman N, Dieleman JL, Flaxman AD, Murray CJ, Lim SS. Effective coverage: a metric for monitoring universal health coverage. PLoS Med. 2014;11(9):e1001730. https://doi.org/10.1371/journal.pmed.1001730
  16. 16
    Barrère B, Schoemaker J, Barrère M, Habiyakare T, Kabagwira A, Ngendakumana M. Enquête Démographique et de Santé Rwanda 1992. Kigali, Rwanda: Office National de la Population and Macro International; 1994. Accessed April 2, 2025. https://dhsprogram.com/publications/publication-FR51-DHS-Final-Reports.cfm
  17. 17
    Rwanda National Institute of Statistics of Rwanda (NISR), Rwanda Ministry of Health, and ICF. Rwanda Demographic and Health Survey 2019-20 Final Report. Kigali, Rwanda, and Rockville, Maryland: NISR and ICF; 2021. Accessed April 2, 2025. https://dhsprogram.com/publications/publication-FR370-DHS-Final-Reports.cfm
  18. 18
    World Health Organization. Health equity. Accessed April 2, 2025. https://www.who.int/health-topics/health-equity
  19. 19
    Pan American Health Organization. Primary health care. Accessed April 2, 2025. https://www.paho.org/en/topics/primary-health-care
  20. 20
    Shi L. The impact of primary care: a focused review. Scientifica (Cairo). 2012;2012:432892. https://doi.org/10.6064/2012/432892

What did Rwanda do?