Rates of Induced Abortion in Iran: The Roles of Contraceptive Use and Religiosity
Bibliographic record
Abstract
Iran has experienced a dramatic decline in fertility in recent decades, but limited access to legal abortion continues to lead many women whose pregnancies are unwanted or mistimed to undergo clandestine, unsafe abortions. No official data on the abortion rate in Iran have been collected, however. This study uses the 2000 Iran Demographic and Health Survey to estimate the abortion rate for the country as a whole and for specific regions, and to explore the role of contraceptive use and religiosity in explaining regional variations in abortion rates. We estimate the total abortion rate for the country to be 0.26 abortions per married woman, and the annual general abortion rate to be 7.5 abortions per 1,000 married women aged 15-49. We find that the negative effect of modern contraceptive use on the abortion rate is 51 percent greater than the negative effect of religiosity, and we highlight the implications of these findings for policies on reproductive health and family
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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 | 0.006 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 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".