Evidence map›Paper›PMID 42315762›Full record

ArticleHealth economics review2026

Formal and informal financial inclusion and its impact on health: empirical evidence from South Africa.

Lwando Mjacu, Vikela Liso Sithole, Palesa Makhetha-Kosi

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Article in Health economics review, 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

3 authors.

Lwando MjacuDepartment of Business Management and Economics, Walter Sisulu University, Eastern Cape, Mthatha, 5117, South Africa. lmjacu@wsu.ac.za.
Vikela Liso SitholeDepartment of Business Management and Economics, Walter Sisulu University, Eastern Cape, Mthatha, 5117, South Africa.
Palesa Makhetha-KosiDepartment of Business Management and Economics, Walter Sisulu University, Eastern Cape, Mthatha, 5117, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe ability to secure high quality healthcare and access at an affordable cost for the entire population is the principal health objective of many countries on the path to the attainment of Sustainable Development Goals (SDGs). This study addresses the critical, yet understudied, impact of formal and informal financial inclusion on health, directly supporting the objectives of SDG 3 (Good Health and Well-being).

methodsThe study employs and modifies South Africa's National Income Dynamic Study microdata by combining all five waves to create panel data. A random effects ordered probit model is used since it is possibly the best approach for panel data on self-rated health outcomes as it takes into consideration the existence of an additional normally distributed cross-section error term which captures individual specific effects.

resultsResults for formal financial inclusion dummy variable are statistically significant and positive, suggesting that individuals with access to formal financial services such as savings and credit have a higher probability of reporting better health outcomes. However, results for informal financial inclusion dummy variable are statistically significant and negative, implying that higher reliance on informal finance like stokvel savings and mashonisa credit shifts individuals toward the lower outcomes of health.

conclusionGiven the mixed outcomes of the impact of formal and informal financial inclusion on health, this study recommends policies that could integrate informal savings and credit into the formal digital economy and address structural barriers that limit the effectiveness and efficiency of the financial system.

Indexed as

MashonisaNational Income Dynamic StudyRandom effects ordered probit modelSelf-reported healthSouth AfricaStokvels

Identifiers

PMID42315762
PMCPMC13543536

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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.