Evidence map›Paper›PMID 42082215›Full record

ArticleBMJ open2026

Evaluating the impact and cost-benefit of CAMFED's livelihoods support on young women's economic activity, health and well-being in Tanzania and Zimbabwe: protocol for a multi-method, longitudinal study.

Meghna Ranganathan, Melissa Neuman, Vishna Shah, Tanya Abramsky, Andres Madriz Montero, Giulia Greco, Catherine Shimmin, Lisa Boero, Constance R S Mackworth-Young, Tsitsi Bandason and 16 more

Abstract read
In one paragraph

Article in BMJ open, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

26 authors.

Meghna RanganathanFaculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK Meghna.Ranganathan@lshtm.ac.uk.ORCID http://orcid.org/0000-0001-5827-343X
Melissa NeumanFaculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, UK.
Vishna ShahFaculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK.
Tanya AbramskyFaculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK.
Andres Madriz MonteroFaculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK.
Giulia GrecoFaculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK.
Catherine ShimminCAMFED International, Cambridge, UK.
Lisa BoeroCAMFED International, Cambridge, UK.
Constance R S Mackworth-YoungFaculty of Public Health and Policy, London School of Hygiene and Tropical Medicine, London, UK.ORCID http://orcid.org/0000-0002-9725-7931
Tsitsi BandasonThe Health Research Unit Zimbabwe (ThruZim), Biomedical Research and Training Institute, Harare, Zimbabwe.
Nyasha BuwuThe Health Research Unit Zimbabwe (ThruZim), Biomedical Research and Training Institute, Harare, Zimbabwe.
Sandra ChidawanyikaThe Health Research Unit Zimbabwe (ThruZim), Biomedical Research and Training Institute, Harare, Zimbabwe.
Patrick MinjaEDI Global Tanzania Limited, Bukoba, Kagera Region, United Republic of Tanzania.
Respichius D MittiEDI Global Tanzania Limited, Bukoba, Kagera Region, United Republic of Tanzania.
Sosthenes AlexEDI Global Tanzania Limited, Bukoba, Kagera Region, United Republic of Tanzania.
Lusajo KajulaEDI Global Tanzania Limited, Bukoba, Kagera Region, United Republic of Tanzania.
Francis NgadayaDepartment of Health Systems, Impact Evaluation and Policy, Ifakara Health Institute, Ifakara, Morogoro Region, United Republic of Tanzania.
Peter BinyarukaDepartment of Health Systems, Impact Evaluation and Policy, Ifakara Health Institute, Ifakara, Morogoro Region, United Republic of Tanzania.ORCID http://orcid.org/0000-0002-1892-7985
Festo MboyaCAMFED Tanzania, Dar es Salaam, United Republic of Tanzania.
Nelly FuteCAMFED Tanzania, Dar es Salaam, United Republic of Tanzania.
Daudi DaudiCAMFED Tanzania, Dar es Salaam, United Republic of Tanzania.
Paul MalundeCAMFED Tanzania, Dar es Salaam, United Republic of Tanzania.
Enos MoshiCAMFED Tanzania, Dar es Salaam, United Republic of Tanzania.
Jeffrey NyandoroCAMFED Zimbabwe, Harare, Zimbabwe.
Mildrate MuranduCAMFED Zimbabwe, Harare, Zimbabwe.
Catherine BoyceCAMFED International, Cambridge, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundIn sub-Saharan Africa, young women face disproportionate challenges transitioning from school to employment, with high rates of those not in education, employment or training (NEET). Structural barriers-including unequal gender norms, early marriage and unpaid labour-limit their economic participation. The Campaign for Female Education (CAMFED) Livelihoods programme supports young women's transition from school to independent adulthood through mentoring, life skills, business and agricultural training and access to financial resources.

aimThis study will evaluate the impact, process and mechanisms of change, and cost-benefit of CAMFED Livelihoods programme in Tanzania and Zimbabwe (2024-2027), focusing on outcomes related to economic activity, empowerment, leadership, mental health, subjective well-being and sexual and reproductive health among adolescent and young women (aged 15-24 years). METHODS AND ANALYSIS: We will conduct a mixed-method, longitudinal evaluation across five districts in Tanzania and three districts in Zimbabwe. The quantitative component includes a pre-post cohort with a comparison group in Tanzania (n=1520) and a single-cohort design in Zimbabwe (n=500), with data collected at baseline, midline and endline. Primary outcomes are NEET status and leadership, complemented by measures of well-being, empowerment and health. The qualitative component will explore mechanisms of change and programme delivery. A cost-benefit analysis will estimate social and economic returns using a provider perspective. Youth researchers will be engaged to enhance participatory learning. ETHICS AND DISSEMINATION: We have received ethics approvals from the London School of Hygiene and Tropical Medicine (31266), the National Health Research Ethics Committee (6732) in Tanzania and the Medical Research Council of Zimbabwe (MRCZ/A/3239) in Zimbabwe. Results of this study will be published in peer-reviewed academic journals and shared with policymakers, study participants and the other stakeholders in Tanzania and Zimbabwe.

Indexed as

EmpowermentLeadershipMental HealthResearch DesignAdolescentCost-Benefit AnalysisFemaleHumansLongitudinal StudiesProgram EvaluationTanzaniaYoung AdultZimbabweAdolescentAfrica South of the SaharaPUBLIC HEALTH

Identifiers

PMID42082215
PMCPMC13141206

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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.