Mothers as Victims of Intimate Partner Violence: The Decision to Leave or Stay and Resilience-Oriented Intervention
Bibliographic record
Abstract
This paper presents a qualitative study to understand the reasons for leaving or staying in an abusive relationship and how this informs planning for psychosocial interventions with victims. We present a study of 15 Portuguese women with children who were victims of intimate partner violence (IPV). The sample consisted of women, helped by a Victim Support Office, who volunteered to participate in a semi-structured interview and whose narrative responses were recorded and transcribed for analysis. The results, organized into two broad categories, reveal that the reasons for staying in the abusive relationship are essentially related to extrinsic factors (e.g., children, the aggressor, society), which reinforces myths (e.g., marriage is for life) and makes it difficult to break the cycle of violence. However, the decision to leave the abusive relationship is also based on the same factors which, when reconceptualized and empowered, contribute to the intrinsic recognition of the problem and the decision-making process. We find that the resilience portfolio model, which focuses on three major factors (self-regulation, interpersonal forces, and construction of meaning), favors the identification of protective factors that can guide interventions for individuals facing situations of adversity such as IPV.
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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 | 0.001 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 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".