Evidence map›Paper›PMID 40835918›Full record

ArticleBMC public health2025

The Effect of Women's Empowerment on Unmet Needs for Family Planning in Tanzania: Analysis of 2022 Tanzania Demographic and Health Survey (TDHS).

Munawar Harun Koray, Sara Sulieman, Fatma Ahmed Said, Sudue Epaphraditus Mieh, Tanya Curry, Mary Modupe Abiona, Mansour Maulid Mshenga, Gifty Marley

Abstract read
In one paragraph

Article in BMC public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

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3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

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4 · The record

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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

8 authors.

Munawar Harun KorayUpper West Region Health Directorate, Ghana Health Service, Wa Upper West Region, Ghana. Gbanglin@rocketmail.com.
Sara SuliemanDepartment of Pharmacy Practice, University of Khartoum, Khartoum, Sudan.
Fatma Ahmed SaidZanzibar Integrated HIV, Hepatitis, TB and Leprosy Programme, Zanzibar, Tanzania.
Sudue Epaphraditus MiehWilliam V. S. Tubman University, Monrovia, Liberia.
Tanya CurryPublic Health Institute of Liberia, Monrovia, Liberia.
Mary Modupe AbionaSouthern Medical University, Guangzhou, China.
Mansour Maulid MshengaZanzibar Integrated HIV, Hepatitis, TB and Leprosy Programme, Zanzibar, Tanzania.
Gifty MarleySocial Entrepreneurship to Spur Health (SESH Global), University of North Carolina-Project China, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

introductionThe role of women’s empowerment in reducing unmet needs for family planning (FP) has received limited attention, particularly in Tanzania. While empowerment may be key to addressing disparities in FP use, its impact on unmet FP needs remains underexplored. This study assessed the impact of women’s empowerment on unmet FP needs, using the Survey-based Women’s Empowerment (SWPER) Global Index as a measure of empowerment.

methodsThis cross-sectional study utilized data from the 2022 Tanzania Demographic and Health Survey (TDHS). The sample consisted of 9,000 women aged 15–49 years. Descriptive statistics summarized socio-demographic characteristics and unmet FP needs. Pearson’s chi-square test assessed associations between socio-demographic variables, empowerment domains, and unmet FP needs. Multilevel mixed-effects logistic regression analyzed the relationship between women’s empowerment and unmet FP needs, controlling for individual and community-level factors. Statistical significance was set at p < 0.05 with a 95% confidence interval, using STATA version 18 for analysis.

resultsThe study found that 20.9% of women had unmet FP needs. Multilevel logistic regression revealed significant associations between women’s empowerment and unmet FP needs. High empowerment in social independence increased the likelihood of unmet FP needs by 41.9% (aOR = 1.42, 95% CI: 1.17–1.71), while high empowerment in decision-making reduced the odds by 17.6% (aOR = 0.82, 95% CI: 0.70–0.96). Increasing age and prior contraceptive use decreased unmet FP needs, with women aged 45–49 being 88.8% less likely to report unmet needs (aOR = 0.112, 95% CI: 0.08–0.16). Community-level education and FP knowledge were associated with lower unmet needs (aOR = 0.799, 95% CI: 0.71–0.91; aOR = 0.385, 95% CI: 0.35–0.43). Female-headed households had higher odds of unmet needs (aOR = 1.186, 95% CI: 1.02 − 1.38).

conclusionThese findings emphasize the need for integrated approaches to address unmet FP needs. Policies should focus on enhancing women’s empowerment through education, improving access to reproductive health services, and addressing socio-economic disparities. Policy makers can leverage on community-level interventions to promote FP uptake and reproductive health outcomes.

Indexed as

EmpowermentFamily Planning ServicesHealth Services Needs and DemandAdolescentAdultCross-Sectional StudiesFemaleHealth SurveysHumansMiddle AgedSocioeconomic FactorsTanzaniaYoung AdultDemographic health surveyFamily planningTanzaniaUnmet needsWomen empowerment

Identifiers

PMID40835918
PMCPMC12369187

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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.