Exploring the Impact of Health Expenditure and Its Allocation on Neonatal and Child Mortality at National Level Across 188 Countries from 2000 to 2019: Insights from the Global Burden of Disease Study
{"title":"Exploring the Impact of Health Expenditure and Its Allocation on Neonatal and Child Mortality at National Level Across 188 Countries from 2000 to 2019: Insights from the Global Burden of Disease Study","authors":"Ali Sheidaei, Negar Rezaei, Maryam Sharafkhah, Hossein Poustchi, Mohammadreza Mobinizadeh, Marita Mohammadshahi, Mohsen Naghavi, Alireza Olyaeemanesh, Reza Malekzadeh, Alireza Delavari, Sadaf G. Sepanlou","doi":"10.1101/2024.02.29.24303584","DOIUrl":null,"url":null,"abstract":"Background Exploring the impact of national health expenditure and its allocation on neonate and child mortality can help policy makers implement strategies aimed at achieving target 3.2 of Sustainable Development Goals (SDGs). The aim of the current study is to explore the impact of selected indicators of national health accounts on neonate and under-5 mortality across 188 countries from 2000 to 2019.\nMethods and findings This study has an ecological design. Data on health expenditure was obtained from the Global Health Expenditure Database (GHED) for 188 countries from 2000 to 2019. The Global Burden of Disease study (GBD) 2019 data on neonatal and under 5 mortality rates at national levels from 2000 to 2019 were obtained from the website of the Global Health Data Exchange (GHDx) supported by the Institute for Health Metrics and Evaluation. The income groups were stratified based on the World Bank classification. We employed a mixed-effects regression model to investigate the association of different health account indicators with changes in neonatal and under-5 mortality rates over time across countries. We used the Multiple Change Points model to determine the turning points in the association of health expenditure per capita with mortality across countries in 2019. And finally, we estimated the observed-to-expected ratio of mortality based on the segmented regression model for all 188 countries in 2019. Increase in the current health expenditure in International dollar Purchasing Power Parity (Int$ PPP) per capita was associated with lower mortality among both neonates and children in all strata of countries. Reductions were very minimal among high-income countries and were generally more prominent in low-income countries and decreased along with increase in income. Reductions were more noteworthy for under-5 mortality rates. The percentage of domestic general government health expenditure and the percentage of compulsory financing arrangements out of current health expenditure were inversely associated with mortality, while the association of percentage of domestic private health expenditure and out-of-pocket expenditure out of current health expenditure with mortality was positive. Results showed that the reduction in neonatal mortality associated with each ten-dollar increase in current health expenditure per capita is significantly more prominent for per capita expenditures less that the cut-point of 480 Int$ PPP per capita. The respective figure for under-5 mortality was 386 Int$ PPP per capita. Ultimately, a total of 110 countries had observed versus expected ratio less than one for neonatal mortality and 118 countries for child mortality.\nConclusions Increase in health expenditure is significantly associated with decrease in neonate and under-5 mortality especially among low and low-middle income countries. However, the association fades among countries in which health expenditure per capita is higher than the threshold. In all countries, improvement in neonate and under-5 mortality requires modifying the health system infrastructure to move towards universal health coverage. However, the COVID-19 pandemic may have influenced the health spending at national levels.","PeriodicalId":501072,"journal":{"name":"medRxiv - Health Economics","volume":null,"pages":null},"PeriodicalIF":0.0000,"publicationDate":"2024-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Health Economics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.02.29.24303584","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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Abstract
Background Exploring the impact of national health expenditure and its allocation on neonate and child mortality can help policy makers implement strategies aimed at achieving target 3.2 of Sustainable Development Goals (SDGs). The aim of the current study is to explore the impact of selected indicators of national health accounts on neonate and under-5 mortality across 188 countries from 2000 to 2019.
Methods and findings This study has an ecological design. Data on health expenditure was obtained from the Global Health Expenditure Database (GHED) for 188 countries from 2000 to 2019. The Global Burden of Disease study (GBD) 2019 data on neonatal and under 5 mortality rates at national levels from 2000 to 2019 were obtained from the website of the Global Health Data Exchange (GHDx) supported by the Institute for Health Metrics and Evaluation. The income groups were stratified based on the World Bank classification. We employed a mixed-effects regression model to investigate the association of different health account indicators with changes in neonatal and under-5 mortality rates over time across countries. We used the Multiple Change Points model to determine the turning points in the association of health expenditure per capita with mortality across countries in 2019. And finally, we estimated the observed-to-expected ratio of mortality based on the segmented regression model for all 188 countries in 2019. Increase in the current health expenditure in International dollar Purchasing Power Parity (Int$ PPP) per capita was associated with lower mortality among both neonates and children in all strata of countries. Reductions were very minimal among high-income countries and were generally more prominent in low-income countries and decreased along with increase in income. Reductions were more noteworthy for under-5 mortality rates. The percentage of domestic general government health expenditure and the percentage of compulsory financing arrangements out of current health expenditure were inversely associated with mortality, while the association of percentage of domestic private health expenditure and out-of-pocket expenditure out of current health expenditure with mortality was positive. Results showed that the reduction in neonatal mortality associated with each ten-dollar increase in current health expenditure per capita is significantly more prominent for per capita expenditures less that the cut-point of 480 Int$ PPP per capita. The respective figure for under-5 mortality was 386 Int$ PPP per capita. Ultimately, a total of 110 countries had observed versus expected ratio less than one for neonatal mortality and 118 countries for child mortality.
Conclusions Increase in health expenditure is significantly associated with decrease in neonate and under-5 mortality especially among low and low-middle income countries. However, the association fades among countries in which health expenditure per capita is higher than the threshold. In all countries, improvement in neonate and under-5 mortality requires modifying the health system infrastructure to move towards universal health coverage. However, the COVID-19 pandemic may have influenced the health spending at national levels.