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
Sheidaei, A.; Rezaei, N.; Sharafkhah, M.; Poustchi, H.; Mobinizadeh, M.; Mohammadshahi, M.; Naghavi, M.; Olyaeemanesh, A.; Malekzadeh, R.; Delavari, A.; Sepanlou, S. G.
Show abstract
BackgroundExploring 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 findingsThis 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. ConclusionsIncrease 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.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
Similar papers in this journal
- Does Education Sculpt Healthcare Choices? Exploring Factors Influencing Healthcare Utilization Among Female Youths in Eight Low and Lower-Middle-Income Countries 95%
- Multidimensional vulnerability and financial risk protection in health in contexts of protracted conflict: Evidence from the Occupied Palestinian Territory 94%
- Factors associated with normal linear growth among pre-school children living in better-off households: a multi-country analysis of nationally representative data 94%
Similar papers in this journal
- Measuring progress on health and well-being in the Eastern Mediterranean Region via voluntary national reviews, 2016 - 2021: what does the data reveal? 95%
- Is addressing violence against women prioritised in health policies? Findings from a WHO Policies Database 95%
- Quality of newborn care and associated factors: An analysis of the 2022 Kenya demographic and health survey 95%
Similar papers in this journal
- Health System Resilience-enhancing Strategies for Managing Public Health Emergencies of International Concerns (PHEIC): Success and Challenges A Systematic Review Protocol 94%
- Exploring Multilevel Determinants of Stillbirth: A Comprehensive Analysis Across Sub-Saharan African Countries 94%
- Use of health care services during the Covid-19 pandemic in Ethiopia: Evidence from a health facility survey 93%
Similar papers in this journal
- Drivers of COVID-19 policy stringency in 175 countries and territories: COVID-19 cases and deaths, gross domestic products per capita, and health expenditures 95%
- Availability and readiness of healthcare facilities and their effects on under-five mortality in Bangladesh: Analysis of linked data 95%
- Inequities in Effective Coverage of Family Planning Services in Low-and Middle-Income Countries: Linking Households and Facility Surveys 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.