ArticleBMC public health2026
Maternal health service utilization and birth outcomes among female sex workers in the Democratic Republic of the Congo, Kenya, and Nigeria: results from a cross-sectional survey.
Article in BMC public 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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
Abstract
backgroundInformation on maternal health service utilization among female sex workers (FSW) in low- and middle-income countries (LMIC) is limited, with research focusing on HIV. Despite most FSW being mothers, little is known about their childbirth care or birth outcomes. To our knowledge, this is the first multicountry study to describe adverse birth outcomes among FSW in LMIC.
methodsThis cross-sectional study used a convenience sample of 853 FSW from eight cities in the Democratic Republic of the Congo (DRC), Kenya, and Nigeria to examine antenatal care (ANC) utilization, substance use during pregnancy, skilled birth attendance, and birth outcomes (stillbirth, perinatal mortality, and low birth weight). Self-reported outcomes for the five years preceding data collection were compared descriptively with national survey data for urban women to provide context.
resultsMaternal health service utilization and birth outcomes varied widely by country. FSW participants in Kenya reported high ANC utilization (95.6%) and facility delivery (97.0%), comparable to urban women. ANC utilization and facility delivery were lower among FSW participants in the DRC (ANC: 49.0%; facility delivery: 68.0%) and Nigeria (ANC: 37.5%; facility delivery: 26.1%) compared to urban women. Cost and stigma were the main barriers. Alcohol use during pregnancy was common in all countries. Stillbirth rates among participating FSW were very high (113 per 1000 births in the DRC [95% CI 85-146], 49 in Kenya [95% CI 30-75], and 85 in Nigeria [95% CI 63-111]), as was perinatal mortality. Low birth weight prevalence was high in the two countries with sufficient birthweight data (DRC: 17.1%; Kenya: 9.7%).
conclusionsIn this study sample, adverse birth outcomes-high stillbirth and perinatal mortality and low birth weight-may reflect the combined effects of limited access to quality maternal health services (MHS) and broader social, economic and health vulnerabilities documented among FSW populations. Kenya's subsidized maternal healthcare system may contribute to higher MHS utilization and better birth outcomes observed in Kenya. Improving equity in maternal and newborn health for FSW requires increasing access to quality MHS and addressing underlying social determinants of health. FSW should be recognized as a high-risk population requiring targeted maternal health interventions.
Indexed as
Identifiers
42920162What OpenQuestion holds
Registered trials
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.