Evidence map›Paper›PMID 41219295›Full record

ArticleScientific reports2025

The potential of digital loans to reduce gender disparities in financial inclusion among female health entrepreneurs in Kenya.

Jacklyne A Ashubwe, Maureen Ambasa, Joseph Siyumbu, Inès C van Zuijlen, Nick Mutegi, Sabine Verschuur, Tobias F Rinke de Wit, Dorien Mulder, Wendy Janssens, Charlotte M Dieteren

Abstract read
In one paragraph

Article in Scientific reports, 2025. 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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0citing papers in PubMed
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1 · What the graph read from it

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.

2 · The registry

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Jacklyne A AshubweMedwise Solutions Consultancy, Nairobi, Kenya.
Maureen AmbasaMedwise Solutions Consultancy, Nairobi, Kenya.
Joseph SiyumbuMedwise Solutions Consultancy, Nairobi, Kenya.
Inès C van ZuijlenPharmAccess Foundation, Amsterdam, The Netherlands.
Nick MutegiMedical Credit Fund, Nairobi, Kenya.
Sabine VerschuurMedical Credit Fund, Amsterdam, The Netherlands. s.verschuur@medicalcreditfund.org.
Tobias F Rinke de WitPharmAccess Foundation, Amsterdam, The Netherlands.
Dorien MulderMedical Credit Fund, Amsterdam, The Netherlands.
Wendy JanssensAmsterdam Institute for Global Health and Development, Amsterdam, The Netherlands.
Charlotte M DieterenPharmAccess Foundation, Amsterdam, The Netherlands. c.dieteren@pharmaccess.org.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In Sub-Saharan Africa, female entrepreneurs are well represented in healthcare but struggle to access financial services. Digital financing technologies could help close this gap. This study assessed the readiness, perspectives and gender disparities in (digital) loan characteristics among Kenyan health Small and Medium Enterprises (SMEs). We interviewed 24 and surveyed 410 health SME owners and retrieved loan-history data for 850 health SMEs. Appropriate parametric and non-parametric tests were used to compare key variables across groups, focusing on gender disparities. In addition, multiple regression analyses were employed to explore how different factors, particularly gender, influence uptake and characteristics of traditional and digital loans taken. In-depth interviews (IDIs) identified low trust in digital lenders, while survey results indicated a strong demand for loans, regardless of gender. SME owners willing to take risks (OR = 2.32, p = 0.052), with monthly financial needs (OR = 4.22, p = 0.001), and positive perceptions of digital loans (OR = 3.14, p = 0.004) were more likely to take a digital loan, compared to the low risk takers, those who never or rarely experience acute financial needs, and those with negative perception of digital loans, respectively. Loan-history data showed a gender difference in the initial traditional loan amount, with women-owned businesses receiving an estimated 47.7% less than the male counterparts (p = 0.022) however, this gap disappeared for digital loans. Over 50% of women-led businesses using digital loans experienced significant growth, suggesting increased digital revenues linked to these loans. This study underscores the financing gap faced by Kenyan health SMEs and demonstrates the potential of digital loans to improve financial inclusion, particularly for female entrepreneurs. It addresses a gap in the literature by providing new evidence on how digital financial products can reduce gender-based barriers in the health sector. Low trust in digital lenders, especially among non-users, highlights the need for improved information and transparency to foster confidence in these tools.

Indexed as

Digital financeFemale entrepreneursFinancial inclusionHealth SMEs

Identifiers

PMID41219295
PMCPMC12606311

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LicenceCC BY-NC-ND
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Registered trials

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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.