The Experience of Recovery from Childhood Sexual Abuse Among Black Men
Bibliographic record
Abstract
Childhood sexual abuse (CSA) can result in consequences that are devastating and long lasting. Differences in the nature of CSA for males and females potentially influence recovery and the role of moderating factors, such as spirituality. Studies of recovery from CSA, especially men's experiences of recovery, are relatively few indicating that this is an under researched area. This lack of studies is particularly evident for ethnic minority groups. While addressing the gap in the literature, the purpose of this study was to explore the lived experience of recovery from CSA among African, Caribbean, Black identified male survivors of CSA living in Canada, the United Kingdom and the United States of America, and the role of spirituality in that recovery. The transactional model of stress and coping and the four domains model of spiritual health and well-being were used as frameworks for this examination. The study was qualitative in design, using an interpretive phenomenological approach, involving purposeful sampling, in-depth semi-structured interviews, and interpretive phenomenological analysis of the data. The most salient feature of the study was that Black male survivors are situated in unique historical/sociocultural interrelationships that complicate recovery from CSA, including institutional racism and discrimination, family migration, restrictive narratives of masculinity, sexualized music media, and other cultural norms. In this study, spirituality played a prominent role in helping survivors navigate such influences in order to recover. These findings can be used to influence policy makers, service providers and communities, to more effectively support and address the needs of CSA survivors and their affected families.
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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 | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.008 | 0.003 |
| Scholarly communication | 0.002 | 0.002 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.002 | 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".