Sexual and reproductive health knowledge among adolescent Syrian refugee girls displaced in Lebanon: The role of schooling and parental communication
Bibliographic record
Abstract
Adolescent Syrian refugee girls living in Lebanon are vulnerable to poor sexual and reproductive health (SRH). Sociocultural norms, stigmatization, and limited educational opportunities in the context of forced displacement may impact adolescent girls' SRH. Little is known about how and where girls in this population access SRH information and services. This study aimed to: (1) assess knowledge of SRH topics among a population of adolescent Syrian refugee girls displaced in Lebanon, and (2) determine the association of schooling versus maternal SRH communication with SRH knowledge. A total of 418 11-17-year-old Syrian refugee girls displaced in the Beqaa region of Lebanon were recruited to participate in a cross-sectional survey. Bivariate logistic regression and ordinary least squares regression models were used to examine the associations between schooling, maternal SRH communication, and other covariates with SRH knowledge outcomes. Significant predictors (p<0.2) were included in multivariate analyses. The mean age of girls was 13.4 years. Approximately two thirds of our sample was enrolled in school, with enrollment rates dropping considerably around age 15. In bivariate and multivariate models, older age and participation in SRH programs were predictive of puberty knowledge. One in five girls enrolled in school had learned about menstruation in school, which was associated with higher puberty knowledge in bivariate models. Older age, current school enrollment, and reaching the 8th-11th grade were strongly associated with HIV knowledge. Schooling is more strongly associated with SRH knowledge among adolescent girls than is maternal communication. School-based SRH curricula should be administered on the basis of age and not grade, given significant age-for-grade heterogeneity in this population. Forced displacement and poverty are major barriers to education retention and may have long-term impacts on girls' health.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".