ArticleGlobalization and health2025
Health expenditure, governance and SDG3 nexus: a longitudinal analysis in BRICS economies.
Article in Globalization and health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
5 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
- Coupling Coordination Analysis of Medical Service Capacity, Residents' Health Level and Regional Economic Development in China.Healthcare (Basel, Switzerland) · 2026Article
- Association between the rule of law and health-related sustainable development goals: an ecological study.BMC public health · 2025Article
- Spatial differences, dynamic evolution and influencing factors of the coupling and coordination relationship between health resources allocation and health service utilization in China.BMC public health · 2025Article
- Red flags in global autism data: a forensic analysis of prevalence patterns and official aid dependencies.Frontiers in psychiatry · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundAchieving Sustainable Development Goal 3 (SDG3): good health and well-being, requires significant health investments and effective governance. While many studies explored the influence of health expenditure and governance, little is known about how different levels of governance affect the relationship between health expenditure and SDG3 in a globalised world. Thus, this study aims to fill that gap by examining the marginal effects of health expenditure on SDG3 under varying levels of governance in BRICS economies.
methodsThis study uses quantitative data spanning a panel of 2000-2023 years. Governance is measured using worldwide governance indicators, while health spending is represented by current health costs, government health costs, and private health costs from the World Development Indicators. Data on SDG3 comes from the SDG Index. Cross-sectional dependency, stationarity and cointegration tests are employed to choose appropriate panel data models. The final results are obtained using Fully Modified OLS, while System GMM is used to address issues like endogeneity, autocorrelation, instrumentation, and causality. To ensure the results are reliable, the study also tests alternative measures of governance.
results1% increase in current and government health spending improves SDG3 by 3.92% and 2.86%, respectively, while a 1% rise in private health spending reduces it by 0.677%. This negative impact in BRICS nations is likely due to market failures in private healthcare, where profit-driven models limit access and efficiency. The positive impact of current and government health expenditure on health outcomes is comparatively weaker at lower levels of governance but private health expenditure and SDG3 are weakening by governance at different levels which is indicative of inefficiencies in resource allocation and implementation. This study supports institutional theory, which states that strong governance improves the effectiveness of public health spending, leading to better health outcomes. The study highlights how the geopolitical prominence of governance frameworks interacts to optimise the benefits of health investments, demonstrating their role as leaders in advancing global health initiatives. Thus, policymakers need an integrated approach in health investments with institutional reforms in achieving health outcomes more effectively as good governance significantly amplifies the relationship.
conclusionsThis study highlights that governance plays a key role in improving the impact of health spending on SDG3. Strong governance boosts the benefits of public health expenditure and limits the negative effects of private health expenditure. Thus, the findings stress the importance of effective governance in enhancing health outcomes in BRICS economies.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.