Child marriage and its association with partner controlling behaviour against adolescent girls and young women in sub-Saharan Africa
Bibliographic record
Abstract
BACKGROUND: Child marriage and partner controlling behaviours are culturally seated phenomena in sub-Saharan Africa (SSA). Child marriage refers to any legal or customary union involving a boy or girl below the age of 18. Partner controlling behaviour on the other hand refers to a situation where a sexual partner consistently tries to control their spouse's behaviours, movements, and social contacts with other people. This study examined the association between child marriage and partner controlling behaviour among adolescent girls and young women (AGYW) in SSA. METHODS: We extracted data from the most recent Demographic and Health Surveys of 26 countries in SSA. Countries whose surveys were conducted from 2010 to 2020 were included in the study. A total of 26,970 AGYW (15-24 years) were included in the study. We used a multilevel mixed-effect binary logistic regression analysis to examine the association between child marriage and partner controlling behaviour. RESULTS: The average prevalence of child marriage was 55.40% (95% CI: 48.83-61.97). This proportion ranged from 19.62% (95% CI: 16.71-22.53) in South Africa to 85.10% (95% CI: 83.14-87.06) in Chad. The proportion of AGYW who had experienced partner controlling behaviour was 68.36% (95% CI: 64.40-72.33), and this ranged from 38.40% (95% CI: 35.55-41.25) in Burundi to 88.18% (95% CI: 83.80-92.56) in Gabon. AGYW who married as child brides were more likely [aOR = 1.31; 95% CI = 1.21, 1.43] to experience partner controlling behaviour compared to those who did not marry as child brides. AGYW in Western [aOR = 1.51; 95% CI = 1.33, 1.71] and Eastern [aOR = 1.31; 95% CI = 1.13, 1.50] part of SSA were more likely to experience partner controlling behaviour compared to those in Central Africa. CONCLUSIONS: Our study has shown that there is a significant association between child marriage and the likelihood of experiencing partner controlling behaviour in SSA. Effective policies and interventions are, therefore, needed to prevent child marriage and raise AGYW's awareness of its implication on victims of partner controlling behaviours.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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".