Evidence map›Paper›PMID 41069799›Full record

ArticleFrontiers in public health2025

Vulnerable exposures and outcomes for children of female sex workers in low- and middle-income countries: application of the bioecological vulnerability framework.

Swarna D S Weerasinghe, Meghan Fitzgerald, Emily K Perttu, Brian Wills, Wendy L Macias-Konstantopoulos

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Swarna D S WeerasingheDepartment of Community Health and Epidemiology, Dalhousie University, Halifax, NS, Canada.
Meghan FitzgeraldGlobal Health Promise, Portland, OR, United States.
Emily K PerttuGlobal Health Promise, Portland, OR, United States.
Brian WillsGlobal Health Promise, Portland, OR, United States.
Wendy L Macias-KonstantopoulosCenter for Social Justice and Health Equity, Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: Children of female sex workers (CFSW) are exposed to unique bioecological vulnerabilities that negatively affect their developmental outcomes. We interviewed 1,280 female sex worker mothers (FSWM) in eight low- and middle-income countries (Angola, Brazil, South Africa, the Democratic Republic of Congo, India, Indonesia, Kenya, and Nigeria) between January 16 and October 1, 2019. This exploratory study focused on multilayered exposures from early childhood to adolescence, resulting in maldevelopment and other negative outcomes for CFSW, as reported by their mothers. Methods: We used Bronfenbrenner's revised Results: FSWM reported that outcomes varied across countries but reflected complex interactions within and between the micro-, meso-, exo-, and macro-systems described by the theoretical framework. Findings revealed that CFSW were exposed to suboptimal child-rearing environments and faced a high prevalence of adverse outcomes. A majority (61%; country range, 45-67%) of daughters entered sex work at an early age (mean age: 14 years; range, 13.5-18 years). Both sons and daughters experienced physical harm (72%; range, 21-85%) and sexual abuse (sons, 57%; daughters, 74%). Daughters were often introduced to sex work as a survival strategy. Reported outcomes also highlighted bioecological vulnerabilities that impeded sons' development, as well as protective environments that supported their healthy growth. These were categorized as follows: (1) vulnerabilities associated with high-risk living environments such as brothels, hotspots, and streets where they were exposed to sex work; (2) negative psychological, physical, and behavioral outcomes, including becoming criminals, victims, and perpetrators of abuse; and (3) protective environments of living away from the mother's work and finding informal work that may mitigate the harmful effects of bioecological vulnerable exposures. Discussion: The CFSW experienced significant threats to healthy development, contributing to adverse physical and psychological developmental outcomes. These findings underscore the urgent need for evidence-based policy directives, interventions, and support.

Indexed as

Developing CountriesMothersSex WorkersVulnerable PopulationsAdolescentAdultChildChild, PreschoolFemaleHumansbioecological model of developmentchild and adolescent healthchildren of female sex workersdevelopmental exposures and outcomesvulnerability assessment

Identifiers

PMID41069799
PMCPMC12504230

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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.