MétaCan
Menu
Back to cohort
Record W4413932537 · doi:10.3390/socsci14090532

Sexual and Reproductive Health Needs, Knowledge, Access, and Barriers to Services Among Rohingya Adolescent Refugee Girls in Cox’s Bazar, Bangladesh

2025· article· en· W4413932537 on OpenAlexaff
George Palattiyil, Md. Tariqul Islam Limon, Syed Mohammad Niaz Mowla, Raihan Mahmood Kadery, Dipak Kumar Mitra, Habibur Rahman, Pritom Muztahid, Dina Sidhva, Harish Nair

Bibliographic record

VenueSocial Sciences · 2025
Typearticle
Languageen
FieldPsychology
TopicMigration, Health and Trauma
Canadian institutionsCentre for Global Health Research
Fundersnot available
KeywordsRefugeeReproductive healthMedicinePsychologyEnvironmental healthPolitical sciencePopulation

Abstract

fetched live from OpenAlex

This paper examines the sexual and reproductive health (SRH) knowledge, experiences, service access, and unmet needs of Rohingya adolescent refugee girls living in the camps of Cox’s Bazar, Bangladesh. The refugee population in these camps is approximately 1.3 million, with more than half under the age of 18 and girls representing over one quarter of the total. Given the growing proportion of adolescent girls, SRH knowledge and service provision are critical both for the refugee community and for Bangladesh’s broader sustainable development goals. Drawing on direct accounts from adolescent girls and insights from community-based key informants, this research explores levels of SRH awareness, willingness to seek care, encounters with sexual violence, understanding of sexually transmitted diseases, and reproductive health priorities. It also identifies barriers to service delivery faced by healthcare and humanitarian providers. The findings highlight how cultural norms, social constraints, and religious beliefs intersect with structural barriers—including lack of education, financial dependence, gender-based violence, and the need for parental or spousal consent—to restrict access to SRH services. Despite these challenges, some participants reported successfully receiving reproductive health care. This paper calls for coordinated action from the government, humanitarian agencies, and social service organisations to improve both the availability and accessibility of SRH services for adolescent refugee girls. Strategies should include enhanced outreach, culturally responsive engagement, and sustained follow-up care to promote safety, dignity, and well-being within the camps.

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.

How this classification was reachedexpand

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)0.001
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 score0.115
Threshold uncertainty score0.971

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.000
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 head0.030
GPT teacher head0.399
Teacher spread0.370 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations1
Published2025
Admission routes1
Has abstractyes

Explore more

Same venueSocial SciencesSame topicMigration, Health and TraumaFrench-language works237,207