Evidence map›Paper›PMID 40859314›Full record

Observational studyBMC women's health2025

Education, economic autonomy and digitalization as factors associated with married women's ability to make sexual and reproductive health decisions in sub-Saharan Africa: a multi-level analysis of 16 countries.

Turnwait Otu Michael, Kammila Naidoo

Abstract readComparative StudyObservational Study
In one paragraph

Observational study in BMC women's 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

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

2 citing papers in PubMed.

  1. Article
  2. Article
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

2 authors.

Turnwait Otu MichaelDepartment of Sociology, University of Johannesburg, Johannesburg, South Africa. mturnwait@uj.ac.za.
Kammila NaidooDepartment of Sociology, University of Johannesburg, Johannesburg, South Africa.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDespite progress in various aspects of women's rights and health, a significant gap persists in the area of reproductive health decisions among women in Sub-Saharan Africa. This study seeks to address this gap by investigating the interplay between educational access, economic autonomy, and digital systems on the sexual and reproductive health (SRH) outcomes of married women in the Sub-Saharan African context.

methodsLeveraging cross-sectional data obtained from the latest demographic and health surveys conducted across 16 Sub-Saharan African nations between January 2015 and December 2021, the study's focus centred on 67,437 married women. Through the utilization of binary logistic regression, model-adjusted odds ratios accompanied by a 95% confidence interval were calculated.

resultsCompared to their counterparts in Benin, married women in Madagascar (aOR = 4.95, 95% CI = 4.29-5.71) and Uganda (aOR = 3.42, 95% CI = 2.99-3.90) exhibited the highest levels of agency in making SRH decisions among the 16 countries studied. Factors like higher education (aOR = 2.37, 95% CI = 2.13-2.64), familiarity with modern contraception (aOR = 3.19, 95% CI = 1.99-5.13), utilization of mobile phones for financial transactions (aOR = 1.21, 95% CI = 1.14-1.28), possession of a bank account (aOR = 1.17, 95% CI = 1.10-1.25), current employment (aOR = 1.19, 95% CI = 1.08-1.32), and engagement with the internet (aOR = 1.16, 95% CI = 1.08-1.24) were found to significantly influence SRH decisions-making across all countries.

conclusionsEnhancing the sexual and reproductive health outcomes of married women in Sub-Saharan Africa necessitates targeted efforts, particularly among those without higher education, limited contraceptive knowledge, reliance on mobile phones for financial transactions, without bank accounts, lacking internet access, and currently unemployed. By addressing these specific areas, interventions can be more effective in bridging the existing gaps in SRH decision-making among married women in this region.

Indexed as

Decision MakingDigital TechnologyPersonal AutonomyReproductive HealthSexual HealthSpousesAdolescentAdultAfrica South of the SaharaCross-Sectional StudiesEconomic StatusEducational StatusFemaleHealth Knowledge, Attitudes, PracticeHealth SurveysHumansDecision-making abilityDigitalizationEconomic autonomyEducational accessSexual and reproductive health

Identifiers

PMID40859314
PMCPMC12379305

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.