Evidence map›Paper›PMID 41913189›Full record

ArticleBMC health services research2026

Do publicly funded health insurance schemes reduce out-of-pocket expenditure?: Evidence from India.

Anandita Sharma

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Article in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

1 author.

Anandita SharmaNIHR Study on Health Financing Fragmentation in India O.P. Jindal Global University, Sonipat, Haryana, India. anandita20sharma@gmail.com.ORCID http://orcid.org/0000-0002-1485-1784

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundGlobally, there is an evident policy emphasis to achieve the longstanding objective of universal health coverage (UHC). Publicly funded health insurance schemes (PFHIs) are increasingly becoming one of the prominent ways of financing healthcare, especially in low and middle-income countries (LMICs) like India. These schemes are envisioned to achieve the SDG 3.8 - “ensuring financial protection against catastrophic health expenditure (CHE) and access to affordable and quality healthcare for all.” It becomes imperative to investigate their effectiveness on their primary objective i.e. in providing financial risk protection.

methodsThis study uses pan-India secondary data on household social consumption on health from three NSS rounds- 60 (2004), 71(2014) and 75(2017-18). Through an instrumental variable (IV) analysis, to address any possible endogeneity, we aim to determine the relationship between PFHI enrolment and out-of-pocket expenditure (OOPE) for hospitalization care.

resultsWe find that despite being covered by PFHIs, there is significant OOPE incurred and CHE incidence, more so in private hospitals. Further, the CHE incidence between the ‘PFHI covered’ and ‘not insured’ households is not statistically significant. Finally, IV regression finds no evidence of a statistical relationship between PFHI enrolment and OOPE incurred per hospitalization case in 2017-18.

conclusionOur study finds no evidence of a statistically significant impact of these schemes in ensuring financial protection. Existing studies show that PFHIs tend to be concentrated in private sector and do not ensure equity in access or financial protection. Through PFHIs, the role of private sector in public policy has become more apparent. Our analysis suggests limited effectiveness of insurance-based models in solving the UHC problem of the country and questions their concerted expansion.

Indexed as

Financing, GovernmentFinancing, PersonalHealth ExpendituresInsurance, HealthUniversal Health InsuranceCatastrophic IllnessHumansIndiaFinancial protectionHealth insuranceOOPEPublicly Funded Health Insurance Schemes (PFHIs)RSBYUniversal Health Coverage

Identifiers

PMID41913189
PMCPMC13154701

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