Coming of age: a qualitative study of adolescent girls’ menstrual preparedness in Palestinian refugee camps in the West Bank and Jordan
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.
Bibliographic record
Abstract
Menstrual health is important for adolescent girls and is particularly compromised in displaced communities due to restricted access to information and lack of private spaces to manage menstruation. Menarche is the biological and social milestone of girls' adolescence, marking the onset of puberty and confirming womanhood in many communities. It also marks a difficult transitional period influenced by socio-cultural beliefs and expectations. Menstrual preparedness is critical for this transition, and the lack of accurate, timely, age-appropriate information might impact current, and future reproductive health and well-being. This paper investigates the menstrual preparedness status of adolescents living in Palestinian refugee camps in the West Bank and Jordan. These are long-term refugee camps characterised by a variety of social, economic, and political constraints affecting the health of women and girls. We conducted 39 in-depth interviews and 23 focus-group discussions with adolescent girls. The study reveals inadequate menstrual preparedness among the participants, especially in pre-menarche. Among the barriers to adequate menstrual preparedness is a predominance of practical concerns, such as the use of sanitary pads and hygienic practices, socio-cultural norms that promote secrecy and taboo around menstruation, and divergent notions of timeliness of information among girls, their mothers, and teachers. The study contends that addressing the taboo around menstruation requires joint efforts by the family, school, and social services. Menstrual preparedness should begin early and encompass biological, practical, emotional, and psychological components. The paper advocates for Comprehensive, Contextually Relevant, Timely Menstrual Preparedness (CCTMP) policies and initiatives, empowering adolescent girls, their mothers, and educators.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 it