Evidence map›Paper›PMID 38114279›Full record

ArticleBMJ open2023

Childhood and adolescent factors shaping vulnerability to underage entry into sex work: a quantitative hierarchical analysis of female sex workers in Nairobi, Kenya.

Pooja Shah, Rhoda Kabuti, Alicja Beksinska, Emily Nyariki, Hellen Babu, Mary Kungu, Zaina Jama, Pauline Ngurukiri, Maisha Fiti Study Champions, Rupert Kaul and 7 more

Open access · goldAbstract read
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Article in BMJ open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
5.2field-weighted citation impact, top 5% of its field
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

4 citing papers in PubMed, 9 citations in OpenAlex.

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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

17 authors at 3 institutions in 4 countries.

Pooja ShahDepartment of Global Health and Development, London School of Hygiene & Tropical Medicine Faculty of Public Health and Policy, London, UK pooja.shah@lshtm.ac.uk.ORCID 0000-0001-5101-8129
Rhoda KabutiPartners for Health and Development in Africa, Nairobi, Kenya.ORCID 0000-0002-9541-3742
Alicja BeksinskaDepartment of Global Health and Development, London School of Hygiene & Tropical Medicine Faculty of Public Health and Policy, London, UK.ORCID 0000-0003-4908-1780
Emily NyarikiPartners for Health and Development in Africa, Nairobi, Kenya.ORCID 0000-0001-5737-5960
Hellen BabuPartners for Health and Development in Africa, Nairobi, Kenya.ORCID 0000-0002-2570-6531
Mary KunguPartners for Health and Development in Africa, Nairobi, Kenya.ORCID 0000-0002-0331-3825
Zaina JamaPartners for Health and Development in Africa, Nairobi, Kenya.
Pauline NgurukiriPartners for Health and Development in Africa, Nairobi, Kenya.
Maisha Fiti Study Champions
Rupert KaulDepartments of Immunology and Medicine, University of Toronto, Toronto, Ontario, Canada.ORCID 0000-0002-1586-4093
Nambusi KyegombeDepartment of Global Health and Development, London School of Hygiene & Tropical Medicine Faculty of Public Health and Policy, London, UK.ORCID 0000-0002-3986-0361
Graham F MedleyDepartment of Global Health and Development, London School of Hygiene & Tropical Medicine Faculty of Public Health and Policy, London, UK.ORCID 0000-0002-0030-7278
Karen DevriesDepartment of Population Health, London School of Hygiene & Tropical Medicine Faculty of Epidemiology and Population Health, London, UK.ORCID 0000-0001-8935-2181
Janet SeeleyDepartment of Global Health and Development, London School of Hygiene & Tropical Medicine Faculty of Public Health and Policy, London, UK.ORCID 0000-0002-0583-5272
Helen Anne WeissMRC International Statistics & Epidemiology Group, Department of Infectious Disease Epidemiology and International Health, London School of Hygiene & Tropical Medicine, London, UK.ORCID 0000-0003-3547-7936
Tara S BeattieDepartment of Global Health and Development, London School of Hygiene & Tropical Medicine Faculty of Public Health and Policy, London, UK.ORCID 0000-0001-9156-7341
Joshua KimaniPartners for Health and Development in Africa, Nairobi, Kenya.ORCID 0000-0003-2858-5007
London School of Hygiene & Tropical Medicine · GBPartners for Health and Development in Africa · KEUniversity of Toronto · CA

Funding

Medical Research Council MR/R023182/1
6 · The paper itself

Abstract

objectiveTo explore factors associated with early age at entry into sex work, among a cohort of female sex workers (FSWs) in Nairobi, Kenya.

backgroundYounger age at sex work initiation increases the risk of HIV acquisition, condom non-use, violence victimisation and alcohol and/or substance use problems. This study aimed to understand factors in childhood and adolescence that shape the vulnerability to underage sex work initiation.

designBuilding on previous qualitative research with this cohort, analysis of behavioural-biological cross-sectional data using hierarchical logistic regression. PARTICIPANTS AND MEASURES: FSWs aged 18-45 years were randomly selected from seven Sex Workers Outreach Programme clinics in Nairobi, and between June and December 2019, completed a baseline behavioural-biological survey. Measurement tools included WHO Adverse Childhood Experiences, Alcohol, Smoking and Substance Involvement Screening Test and questionnaires on sociodemographic information, sexual risk behaviours and gender-based violence. Descriptive statistics and logistic regression were conducted using hierarchical modelling.

resultsOf the 1003 FSWs who participated in the baseline survey (response rate 96%), 176 (17.5%) initiated sex work while underage (<18 years). In the multivariable analysis, factors associated with entering sex work while underage included incomplete secondary school education (aOR=2.82; 95% CI=1.69 to 4.73), experiencing homelessness as a child (aOR=2.20; 95% CI=1.39 to 3.48), experiencing childhood physical or sexual violence (aOR=1.85; 95% CI=1.09 to 3.15), young age of sexual debut (≤15 years) (aOR=5.03; 95% CI=1.83 to 13.79) and being childless at time of sex work initiation (aOR=9.80; 95% CI=3.60 to 26.66).

conclusionsLower education level and childhood homelessness, combined with sexual violence and sexual risk behaviours in childhood, create pathways to underage initiation into sex work. Interventions designed for girls and young women at these pivotal points in their lives could help prevent underage sex work initiation and their associated health, social and economic consequences.

Indexed as

Sex WorkSex WorkersAdolescentAdultAdverse Childhood ExperiencesChildCross-Sectional StudiesFemaleHumansKenyaMiddle AgedYoung AdultepidemiologyHIV & AIDSpreventive medicinepublic health

Identifiers

PMID38114279
OpenAlexW4389956215

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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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.