ArticleCost effectiveness and resource allocation : C/E2023
Heterogeneity in health funding and disparities in health outcome: a comparison between high focus and non-high focus states in India.
Article in Cost effectiveness and resource allocation : C/E, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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9 citing papers in PubMed.
- The role of health financing system and pluralism in achieving sustainable development goal health outcomes in India: a multilevel analysis.International journal for equity in health · 2026Article
- Fiscal Incentives and Health Risk Protection: How Central-Local Fiscal Relations Shape Rural Households' Medical Burden in China.Healthcare (Basel, Switzerland) · 2026Article
- Equity of total health expenditure in China, 2015-2021.Scientific reports · 2025Article
- Health indicators and human development: developing a new health governance index with the case of Türkiye.BMC health services research · 2025Article
- Restoring life expectancy in low-income countries: the combined impact of COVID-19, health expenditure, GDP, and child mortality.BMC public health · 2025Article
- Analysis of global, regional, and national burdens of neonatal encephalopathy from 1990 to 2021: insights from the Global Burden of Disease Study 2021.Frontiers in public health · 2025Article
- Public funding and young children vaccination coverage: Evidence from Socialist-Oriented Market Economy.Health economics review · 2024Article
- Analyzing stroke burden and risk factors in India using data from the Global Burden of Disease Study.Scientific reports · 2024Article
- Evaluating health systems' efficiency towards universal health coverage: A data envelopment analysis.Inquiry : a journal of medical care organization, provision and financingArticle
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Abstract
backgroundThe Central Government of India introduced the National Health Mission (NHM) in 2005 to improve health outcomes by enhancing publicly financed (government) health expenditure and health infrastructure at the state level. This study aims to examine the effects of the state-level heterogeneity in publicly financed spending on health services on major health outcomes such as life expectancy, infant mortality rate, child mortality rate, the incidence of malaria, and immunization coverage (i.e., BCG, Polio, Measles, and Tetanus).
methodsThis study investigates the relationships between publicly financed health expenditure and health outcomes by controlling income and infrastructure levels across 28 Indian States from 2005 to 2016. Along with all states, the empirical analysis has also been carried out for high-focus and non-high-focus states as per the NHM fund flow criteria. It has applied panel fixed-effects and random effects model wherever required based on the Hausman test.
resultsThe empirical results show that publicly financed health expenditure reduces infant mortality, child mortality, and malaria cases. At the same time, it improves life expectancy and immunization coverage in India. It also finds that the relationship between publicly financed health expenditure and health outcomes is weak, especially in the high-focus states.
conclusionsGiven the healthcare need for achieving desirable health outcomes, Indian States should enhance publicly financed expenditure on health services. This study augments essential guidance for implementing public health policies in developing countries.
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