The Role of Gender Norms in Shaping Adolescent Girls’ and Young Women’s Experiences of Pregnancy and Abortion in Mozambique
Bibliographic record
Abstract
Adolescents and young women in Mozambique experience high levels of unintended pregnancies, with induced abortion being a common outcome. Stigma and gender norms are likely to negatively impact experiences of pregnancy and abortion, and hamper access to information and services. We assessed knowledge, attitudes, practices, and experiences around pregnancy and abortion in six communities in Nampula and Zambézia provinces. We conducted 19 triad interviews with young women and girls, 19 focus group discussions with male and female adult community members, and 15 in-depth interviews with young women with abortion experience. Participants described how gender values, norms, and practices affect girls’ risk of unintended pregnancy and their experiences of pregnancy and abortion. The drivers of adolescent pregnancy included transactional sex and gender-based violence, including early marriage, and gender roles and expectations that lead parents and others to oppose contraception. Stigma around abortion, early or unintended pregnancy, and adolescent sexuality is fueled by gender norms and contributes to girls seeking unsafe abortions. Pregnancy and abortion decision making often involves male partners and family members. In conclusion, gender norms strongly influence the occurrence and outcome of unintended pregnancies and abortion in Mozambique. While abortion legislation was recently liberalized, gender values, norms, and practices inhibit young women’s and girls’ access to services and need to be addressed in policy and programming.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 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".