Contraceptive Use by 15-Year-Old Students at Their Last Sexual Intercourse
Bibliographic record
Abstract
OBJECTIVES: To identify and report cross-national patterns in contraceptive use among sexually active adolescents. DESIGN: A cross-national cross-sectional survey. SETTING: Data were collected in 2002 by self-report questionnaire from students in school classrooms. PARTICIPANTS: A cluster sample of 33,943 students aged 15 years from 24 countries. MAIN OUTCOME MEASURES: International standardized questions on ever having had sexual intercourse and contraceptive use at last sexual intercourse. RESULTS: The percentages of students reporting having had sexual intercourse ranged from 14.1% in Croatia to 37.6% in England; 82.3% of those who were sexually active reported that they used condoms and/or birth control pills at last intercourse. Condom use only was most frequent and ranged from 52.7% in Sweden to 89.2% in Greece. Dual use of condoms and contraceptive pills was also relatively frequent, ranging from 2.6% in Croatia to 28.8% in Canada. The use of contraceptive pills was most frequent in northern and western Europe. No contraceptive use at last intercourse was reported by 13.2% of students. CONCLUSIONS: A substantial minority of 15-year-olds have engaged in sexual intercourse. Condom use is the most frequent method of contraception reported by the sexually active respondents, followed by the dual use of condoms and contraceptive pills and contraceptive pills only. The proportions of poorly protected and unprotected youth remain high, and attention to international policy and practice determinants of young sexual behavior and contraceptive use is required.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.003 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".