Evidence map›Paper›PMID 41787501›Full record

ArticleBMC women's health2026

Women's self-employment, business acumen, and emotional IPV: a longitudinal study in Tanzania.

Shruti Shukla, Gerry Mshana, Neema R Mosha, Janina Isabel Steinert, Joanna Krajewska, Sheila Harvey, Shelley Lees, Saidi Kapiga, Heidi Stöckl

Abstract read
In one paragraph

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

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

9 authors.

Shruti ShuklaTUM School of Social Sciences and Technology, Technical University of Munich, Richard Wagner Strasse 1, Munich, 80333, Germany. shruti.shukla@tum.de.
Gerry MshanaNational Institute for Medical Research, Mwanza, Tanzania.
Neema R MoshaInstitute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University, Munich, Germany.
Janina Isabel SteinertTUM School of Social Sciences and Technology, Technical University of Munich, Richard Wagner Strasse 1, Munich, 80333, Germany.
Joanna KrajewskaInstitute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University, Munich, Germany.
Sheila HarveyMwanza Intervention Trials Unit, Mwanza, Tanzania.
Shelley LeesDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK.
Saidi KapigaDepartment of Global Health and Development, London School of Hygiene and Tropical Medicine, London, UK.
Heidi StöcklInstitute for Medical Information Processing, Biometry and Epidemiology, Faculty of Medicine, Ludwig-Maximilians-University, Munich, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEmotional intimate partner violence (IPV) is the most prevalent form of IPV and is associated with severe health consequences for women. Despite its widespread occurrence, emotional IPV remains under-researched, particularly in relation to women’s economic empowerment. While prior studies have examined the role of cash transfers and microfinance, less is known about the possible protective effects of self-employment and business acumen on emotional IPV.

methodsUsing data from the MAISHA longitudinal study, we examined how indicators of business acumen - including business ownership, leadership, working hours, and reinvestment of earnings - relate to women’s experiences of emotional IPV, measured via a composite index in Mwanza, Tanzania. In a mixed‑effects logistic regression model, we include business acumen and emotional IPV measures at each of four waves (N = 1,004 at Wave 1 & N = 836 (83%) at Wave 4), adjusting for sociodemographic covariates.

resultsAcross all waves, approximately 80% of economically active women were self-employed. Emotional IPV was commonly reported, with an increasing trend over time, rising from 44.8% at Wave 1 to 52.7% at Wave 4. The intra-class correlation (ICC) of 35% indicated stability in IPV experiences between women, while 65% reflects within-woman variability over time. In adjusted models, women who held leadership roles within their businesses (AOR = 0.69; 95% CI: 0.49–0.97) and those who reinvested earnings (AOR = 0.66; 95% CI: 0.53–0.82) had significantly lower odds of experiencing emotional IPV.

conclusionFindings suggest that among self-employed women, business leadership and financial reinvestment may serve as protective factors against emotional IPV. Enhancing women’s business capacity may strengthen their agency and reduce IPV risk in contexts with high female labour force participation.

Indexed as

CommerceEmotional AbuseEmploymentIntimate Partner ViolenceWomen, WorkingAdultEmpowermentFemaleHumansIncomeLeadershipLongitudinal StudiesTanzaniaEmotional intimate partner violenceSelf-employmentTanzaniaWomen entrepreneursWomen's empowerment

Identifiers

PMID41787501
PMCPMC13064284

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.