ArticleBMC international health and human rights2018
Health expenditure, child and maternal mortality nexus: a comparative global analysis.
Article in BMC international health and human rights, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
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Who cites it
21 citing papers in PubMed.
- Impact of government health expenditure on health outcomes in China: a quantitative analysis of mediation and threshold effects.BMJ open · 2026Article
- Long-term trends and the role of health resources in under-5 mortality rates: a 2000-2021 longitudinal analysis at the global level.BMJ open · 2025Article
- Risk factors of mortality among pediatric burn patients: a systematic review and meta-analysis.Translational pediatrics · 2025Article
- Obstacles to multisectoral maternal and child healthcare financing in Uganda: insights from policy bureaucrats.BMC health services research · 2025Article
- Economic and healthcare determinants of under-five mortality in low-income countries.BMC public health · 2025Article
- Article
- Determinants of life expectancy in high longevity countries: evidence from machine learning.Frontiers in public health · 2025Article
- Examining contraceptive utilization behavior in Pakistani women.Reproductive health · 2024Article
- Effects of healthcare spending on public health status: An empirical investigation from Bangladesh.Heliyon · 2024Article
- A global perspective on the governance-health nexus.BMC health services research · 2023Article
- Do public health expenditures affect maternal and child health in Madagascar?Health economics review · 2023Article
- What is the impact of national public expenditure and its allocation on neonatal and child mortality? A machine learning analysis.BMC public health · 2023Article
- COVID-19 Pandemic Impact on the Maternal Mortality in Kazakhstan and Comparison with the Countries in Central Asia.International journal of environmental research and public health · 2023Article
- Sustainable thresholds, health outcomes, health expenditures and education nexus in selected African countries: quadratic and moderation modelling.Globalization and health · 2022Article
- Effect of adolescent female fertility and healthcare spending on maternal and neonatal mortality in low resource setting of South Asia.Health economics review · 2022Article
- Evaluating the influence of financial investment in compulsory education on the health of Chinese adolescents: a novel approach.BMC public health · 2022Article
- Distress financing in coping with out-of-pocket expenditure for maternity care in India.BMC health services research · 2022Article
- Exploring the Role of Health Expenditure and Maternal Mortality in South Asian Countries: An Approach towards Shaping Better Health Policy.International journal of environmental research and public health · 2021Article
- Cost per DALY averted in low, middle- and high-income countries: evidence from the global burden of disease study to estimate the cost-effectiveness thresholds.Cost effectiveness and resource allocation : C/E · 2021Article
- Relationship between mortality and health care expenditure: Sustainable assessment of health care system.PloS one · 2021Article
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3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThis paper provides empirical evidence on how the relationship between health expenditure and health outcomes varies across countries at different income levels.
methodHeterogeneity and cross-section dependence were controlled for in the panel data which consist of 161 countries over the period 1995-2014. Infant, under-five and maternal mortality along with life expectancy at birth were selected as health outcome measures. Cross-sectional augmented IPS unit root, panel autoregressive distributed lag, Dumitrescu-Hurlin and Toda-Yamamoto approach to Granger causality tests were used to investigate the relationship across four income groups. An impulse response function modelled the impact on health outcomes of negative shocks to health expenditure.
resultsThe results indicate that the health expenditure and health outcome link is stronger for low-income compared to high-income countries. Moreover, rising health expenditure can reduce child mortality but has an insignificant relationship with maternal mortality at all income levels. Lower-income countries are more at risk of adverse impact on health because of negative shocks to health expenditure. Variations in child mortality are better explained by rising health expenditure than maternal mortality. However, the estimated results showed dissimilarity when different assumptions and methods were used.
conclusionThe influence of health expenditure on health outcome varies significantly across different income levels except for maternal health. Policymakers should recognize that increasing spending has a minute potential to improve maternal health. Lastly, the results vary significantly due to income level, choice of assumptions (homogeneity, cross-section independence) and estimation techniques used. Therefore, findings of the cross-country panel studies should be interpreted with cautions.
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