Effect of Primary Health Care Expenditure on Universal Health Coverage: Evidence from Sub-Saharan Africa

References

• Eggoh J, Sossou GA, Houeninvo H. Education, health AND economic growth in African Countries. J Econ Dev. 2015;40(1):93–111. doi:10.35866/caujed.2015.40.1.004
   Google Scholar
• Acheampong K. The interaction effect of foreign capital inflows and financial development on economic welfare in sub-Saharan Africa. Financ Innov. 2019;5:1. doi:10.1186/s40854-019-0139-z
   Web of Science ®Google Scholar
• Romer D. Advanced Macroeconomics. New York Mcgraw Hill: Irwin; 2019.
   Google Scholar
• Grossman M. On the concept of health capital and the demand for health. J Polit Econ. 1972;80(2):223–255. doi:10.1086/259880
   Web of Science ®Google Scholar
• Alam K, Mahal A. Economic impacts of health shocks on households in low and middle income countries: a review of the literature. Global Health. 2014;10(1):21. doi:10.1186/1744-8603-10-21
   PubMed Web of Science ®Google Scholar
• Philimon G. Primary health care investment is the 3-for-1 investment that can help us get there. PHCPI; 2022. Available from: https://improvingphc.org/blog/2022/05/23/primary-health-care-investment-3-1-investment-can-help-us-get-there. Accessed September 27, 2022.
   Google Scholar
• World Health Organization. Declaration of Astana; 2018. Available from: https://www.who.int/docs/default-source/primary-health/declaration/gcphc-declaration.pdf. Accessed September 27, 2022.
   Google Scholar
• United Nations Development Programme. Sustainable Development Goals (SDGs); 2015. Available from: http://www.undp.org/content/undp/en/home/mdgoverview/post-2015-development-agenda. Accessed September 27, 2022.
   Google Scholar
• World Health Organization. Alma-Ata Declaration; 1978. Available from: https://cdn.who.int/media/docs/default-source/documents/almaata-declaration-en.pdf?sfvrsn=7b3c2167_2. Accessed September 27, 2022.
   Google Scholar
• Kruk ME, Porignon D, Rockers PC, Van Lerberghe W. The contribution of primary care to health and health systems in low- and middle-income countries: a critical review of major primary care initiatives. Soc Sci Med. 2010;70(6):904–911. doi:10.1016/j.socscimed.2009.11.025
   PubMed Web of Science ®Google Scholar
• van Weel C, De Maeseneer J. Now more than ever: world health assembly revisits primary health care. Prim Health Care Res Dev. 2009;11(01):1. doi:10.1017/s1463423609990260
   Google Scholar
• Organization of Economic Cooperation and Development. A System of Health Accounts. OECD; 2011.
   Google Scholar
• World Health Organization. Seventy-Fifth World Health Assembly: Resolutions and Decisions, Annexes. Published May 13, 2022. Available from: https://apps.who.int/gb/ebwha/pdf_files/WHA75/A75_9-en.pdf. Accessed September 27, 2022.
   Google Scholar
• Ghebreyesus TA, Fore H, Birtanov Y, Jakab Z. Primary health care for the 21st century, universal health coverage, and the sustainable development goals. Lancet. 2018;392(10156):1371–1372. doi:10.1016/s0140-6736(18)32556-x
   PubMed Web of Science ®Google Scholar
• Balabanova D, Mills A, Conteh L, et al. Good health at low cost 25 years on: lessons for the future of health systems strengthening. Lancet. 2013;381(9883):2118–2133. doi:10.1016/s0140-6736(12)62000-5
   PubMed Web of Science ®Google Scholar
• Starfield B, Shi L, Macinko J. Contribution of primary care to health systems and health. Milbank Q. 2005;83(3):457–502. doi:10.1111/j.1468-0009.2005.00409.x
   PubMed Web of Science ®Google Scholar
• Atim C, Koduah A, Kwon S. How and why do countries make universal health care policies? Interplay of country and global factors. J Glob Health. 2021;11. doi:10.7189/jogh.11.16003
   Web of Science ®Google Scholar
• Tumusiime P, Kwamie A, Akogun OB, Elongo T, Nabyonga-Orem J. Towards universal health coverage: reforming the neglected district health system in Africa. BMJ Global Health. 2019;4(Suppl 9):e001498. doi:10.1136/bmjgh-2019-001498
   PubMed Web of Science ®Google Scholar
• Lagomarsino G, Garabrant A, Adyas A, Muga R, Otoo N. Moving towards universal health coverage: health insurance reforms in nine developing countries in Africa and Asia. Lancet. 2012;380(9845):933–943. doi:10.1016/s0140-6736(12)61147-7
   PubMed Web of Science ®Google Scholar
• Chen LC. Good health at low cost: from slogan to wicked problem. Lancet. 2012;379(9815):509–510. doi:10.1016/s0140-6736(12)60218-9
   Google Scholar
• Houeninvo HG. Effects of health expenditures on infant and child mortality rates: a dynamic panel data analysis of 37 African countries. Afr Dev Rev. 2022;34:255–267. doi:10.1111/1467-8268.12634
   Web of Science ®Google Scholar
• Arthur E, Oaikhenan HE. The effects of health expenditure on health outcomes in Sub-Saharan Africa (SSA). Afr Dev Rev. 2017;29(3):524–536. doi:10.1111/1467-8268.12287
   Web of Science ®Google Scholar
• Nketiah-Amponsah E. The Impact of health expenditures on health outcomes in Sub-Saharan Africa. J Dev Soc. 2019;35(1):134–152. doi:10.1177/0169796x19826759
   Web of Science ®Google Scholar
• Bein MA, Unlucan D, Olowu G, Kalifa W. Healthcare spending and health outcomes: evidence from selected East African countries. Afr Health Sci. 2017;17(1):247. doi:10.4314/ahs.v17i1.30
   PubMed Web of Science ®Google Scholar
• Novignon J, Olakojo SA, Nonvignon J. The effects of public and private health care expenditure on health status in sub-Saharan Africa: new evidence from panel data analysis. Health Econ Rev. 2012;2:1. doi:10.1186/2191-1991-2-22
   PubMedGoogle Scholar
• Filmer D, Pritchett L. The impact of public spending on health: does money matter? Soc Sci Med. 1999;49(10):1309–1323. doi:10.1016/s0277-9536(99)00150-1
   PubMed Web of Science ®Google Scholar
• Poullier JP, Hernandez P, Kawabata K, Savedoff WD. Patterns of Global Health Expenditures: Results for 191 Countries. World Health Organization; 2002.
   Google Scholar
• Primary Health Care Performance Initiative. Primary health care expenditure per capita ($USD). PHCPI; 2015. Available from: https://improvingphc.org/indicator/primary-health-care-expenditure-capita-usd#?loc=&viz=0ˆfalse. Accessed September 27, 2022.
   Google Scholar
• Grossman M. The Human Capital Model of the Demand for Health. National Bureau Of Economic Research; 1999.
   Google Scholar
• Fayissa B, Gutema P. Estimating a health production function for Sub-Saharan Africa (SSA). Appl Econ. 2005;37(2):155–164. doi:10.1080/00036840412331313521
   Web of Science ®Google Scholar
• The World Bank. World development indicators dataBank. World bank; 2022. Available from: https://databank.worldbank.org/source/world-development-indicators. Accessed September 27, 2022.
   Google Scholar
• World Health Organization. Global health expenditure database; 2022. Available from: https://apps.who.int/nha/database. Accessed September 27, 2022.
   Google Scholar
• United Nations. Human development index; 2022. Available from: https://hdr.undp.org/data-center/human-development-index#/indicies/HDI. Accessed September 27, 2022.
   Google Scholar
• Burgard SA, Chen PV. Challenges of health measurement in studies of health disparities. Soc Sci Med. 2014;106:143–150. doi:10.1016/j.socscimed.2014.01.045
   PubMed Web of Science ®Google Scholar
• Jordi E, Pley C, Jowett M, Abou Jaoude GJ, Haghparast-Bidgoli H. Assessing the efficiency of countries in making progress towards universal health coverage: a data envelopment analysis of 172 countries. BMJ Global Health. 2020;5(10):e002992. doi:10.1136/bmjgh-2020-002992
   PubMed Web of Science ®Google Scholar
• Ranabhat CL, Jakovljevic M, Dhimal M, Kim CB. Structural factors responsible for universal health coverage in low- and middle-income countries: results from 118 countries. Public Health Front. 2020;7. doi:10.3389/fpubh.2019.00414
   Google Scholar
• Boerma T, AbouZahr C, Evans D, Evans T. Monitoring intervention coverage in the context of universal health coverage. PLoS Med. 2014;11(9):e1001728. doi:10.1371/journal.pmed.1001728
   PubMed Web of Science ®Google Scholar
• Hogan DR, Stevens GA, Hosseinpoor AR, Boerma T. Monitoring universal health coverage within the sustainable development goals: development and baseline data for an index of essential health services. Lancet Global Health. 2018;6(2):e152–e168. doi:10.1016/s2214-109x(17)30472-2
   PubMed Web of Science ®Google Scholar
• Cylus J, Papanicolas I, Smith PC. Using data envelopment analysis to address the challenges of comparing health system efficiency. Global Policy. 2015;8:60–68. doi:10.1111/1758-5899.12212
   Web of Science ®Google Scholar
• Hadad S, Hadad Y, Simon-Tuval T. Determinants of healthcare system’s efficiency in OECD countries. Eur J Health Econ. 2011;14(2):253–265. doi:10.1007/s10198-011-0366-3
   PubMed Web of Science ®Google Scholar
• Breusch TS, Pagan AR. The lagrange multiplier test and its applications to model specification in econometrics. Rev Econ Stud. 1980;47(1):239. doi:10.2307/2297111
   Web of Science ®Google Scholar
• Hausman JA. Specification tests in econometrics. Econometrica. 1978;46(6):1251–1271. doi:10.2307/1913827
   Web of Science ®Google Scholar
• White H. A heteroskedasticity-consistent covariance matrix estimator and a direct test for heteroskedasticity. Econometrica. 1980;48(4):817. doi:10.2307/1912934
   Web of Science ®Google Scholar
• Musgrove P. Public and private roles in health: theory and financing patterns. Worldbankorg; 2017. Available from: doi:http://documents.worldbank.org/curated/en/1996/07/4100317/public-private-roles-health-theory-financing-patterns. Accessed September 27, 2022.
   Google Scholar