Perpetration and Experience of Intimate Partner Violence Among Residents in Bariga Local Community Development Area, Lagos State, Nigeria
Bibliographic record
Abstract
The occurrence of aggressive behavior in intimate relationships carries serious mental and physical health consequences for the victims and children exposed to such events. Studies have been devoted toward understanding the nature and prevalence of the phenomenon; however, there has been a paucity of empirical investigation into the complexities and nuances of the subject matter, and this study seeks to address one of such complexities. This study examines the dynamics of intimate partner violence (IPV) within the context of perpetration and victimization among residents in Bariga Local Community Development Area in Lagos State, Nigeria. Using a cross-sectional survey, 218 married residents of the area were analyzed through bivariate and multivariate regression analysis. The results of the study revealed that gender and socioeconomic factors were not associated with IPV victimization. Educational differences between the respondent and spouse were associated with IPV victimization. Individuals who perpetrated IPV were about 19 times more likely to experience IPV. This study sheds light on the areas of IPV that tend to be ignored in academic literature and it calls for more empirical investigation, both at the quantitative and qualitative levels, to be conducted for better understanding of the subject matter.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 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".