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Record W4417478332 · doi:10.1186/s41018-025-00185-w

Screening for sexual violence against children in humanitarian settings: a feasibility study of a para-social worker-led intervention in Uganda

2025· article· en· W4417478332 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

fundA Canadian funder is recorded on the work.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJournal of International Humanitarian Action · 2025
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsnot available
FundersForeign, Commonwealth and Development OfficeGlobal Affairs CanadaMinistry of Earth Sciences
KeywordsIntervention (counseling)ReferralPsychological interventionRefugeeSexual violenceHumanitarian aidChristian ministryPrimary careService (business)

Abstract

fetched live from OpenAlex

Abstract Background Sexual violence against children (SVAC) is an acknowledged concern in humanitarian settings; yet, effective, tested interventions to support disclosure and access to care remain limited. This study assessed the feasibility of implementing SVAC screening, referral protocols, and service provision, in a bid to rectify these limitations within two primary schools in Uganda’s Kiryandongo Refugee Settlement. Methods A mixed-methods concurrent triangulation design was used to implement and assess the feasibility of a seven-month intervention (April–October 2024) in two primary schools. Para-Social Workers, trained under Uganda’s Ministry of Gender, Labour and Social Development, screened Primary 6 and 7 pupils, aged 11 to 35 years old, for SVAC. Older pupils (Primary 6–7) were selected for their perceived capacity to engage on the topic. Survivors received school-based psychological first aid and were referred to additional services as needed. Results The intervention demonstrated strong demand and acceptability among the target populations. All 831 eligible pupils assented to intervention participation, and the majority (96%, n = 794) ended up actually participating in the screening exercise. Of these, 82% ( n = 653) disclosed experiencing SVAC, with 100% receiving care. In contrast, in the absence of screening in the 12-month period before the intervention, only 16 pupils in the same primary schools disclosed experiencing SVAC and obtained care. Stakeholders – including parents, teachers, government, and humanitarian actors – expressed strong support for expanding the model, while pupils reported high levels of satisfaction with the intervention. Conclusions Proactive SVAC screening in schools within humanitarian settings is both feasible and holds promise for effectively identifying and supporting child and adolescent survivors of sexual violence. The intervention significantly increased disclosure and service uptake and was well received by all stakeholders. Findings support the adaptation and cautious scale-up of this model in similar, carefully selected and adequately resourced, crisis-affected contexts.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.074
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.055
GPT teacher head0.404
Teacher spread0.348 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it