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January 14, 2026International Journal of Environmental Research and Public Health0 citationsOpen Access

Bridging Financial Inclusion and Health Equity in LMICs: Evidence from a Half-Century of Bibliometric Data

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HNHasan Mhd NazhaMAMasah AlomariAAAsmaa Alammar

Key Points

  • This research aims to analyze the intersection of financial inclusion and health equity through bibliometric methods.
  • Analyzed 24,140 publications using bibliometric data sources including Scopus, PubMed, Web of Science, and Lens.org.
  • Conducted co-citation and co-word analysis using VOSviewer to map research trends and frameworks.
  • Systematically presented governance frameworks and policy linkages.
  • Less than 0.3% of the literature connects financial inclusion with health outcomes.
  • Direct investigations into health equity are nearly absent in the identified publications.
  • There is a notable lack of empirical studies on digital financial tools in LMIC health contexts.

Abstract

Health equity and financial inclusion (FI) are at the core of the Sustainable Development Goals, yet their intersection remains critically under-studied. This bibliometric study maps this emergent and fragmented field by analyzing 24,140 publications from Scopus, PubMed, Web of Science, and Lens.org over five decades. Employing co-citation and co-word analysis via VOSviewer, chart research trends, governance frameworks, and policy linkages were systematically presented. The analysis reveals that less than 0.3% of the identified literature explicitly bridges financial inclusion with health outcomes, and direct investigations into health equity are virtually absent. Despite recent growth, fundamental gaps persist, including a lack of empirical studies on digital financial tools in low- and middle-income countries (LMIC) health contexts and insufficient focus on disadvantaged populations. As the first comprehensive empirical mapping of this nexus, this study underscores the urgency for scholarly and policy action to strategically leverage financial instruments for equitable healthcare access. The findings provide a foundational map and a structured agenda to consolidate this nascent field.

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Cite This Study

Nazha et al. (2026) studied this question.

synapsesocial.com/papers/6966f33213bf7a6f02c0119ahttps://doi.org/10.3390/ijerph23010096
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