Sexual and Reproductive Health Experiences of International Students Studying in Universities of Western Countries
Bibliographic record
Abstract
Engaging in sexual relationships is part of adulthood, but doing so in a foreign country can be risky because unsafe sexual experiences can have severe consequences for international students. This review explored sexual and reproductive health (SRH) experiences and needs of international university students in Western countries to identify challenges and gaps and to discuss critical SRH interventions. Four databases (Scopus, Embase, Web of Science, and PubMed) were searched for peer-reviewed journal articles published between 2000 and 2023. After screening 1607 articles, 10 met the inclusion criteria. Results of the review showed that many international students lack comprehensive knowledge about sexual health and sexually transmitted infections. They often obtain SRH information from informal sources, face language barriers, and experience difficulties navigating the healthcare systems of their host countries. University sexual wellness programs should examine how cultural orientations impact the sexual health of international students and provide culturally appropriate SRH interventions.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.001 |
| 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 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".