Life After Harm: Exploring the Impact of a Restorative Justice Peer Support Group for People Who Have Sexually Offended
Bibliographic record
Abstract
In recent decades, restorative justice approaches such as victim-offender conferences and circle processes have emerged as a response to people who have caused sexual harm. The traditional legal responses to sexual offending are designed to deter, incapacitate, and rehabilitate. Restorative justice, conversely, is fundamentally concerned with fulfilling obligations, meeting needs, and repairing relationships. Relative to other offending populations, people who have sexually offended face numerous challenges including intense feelings of shame, stigma, and isolation. A restorative justice approach, which values respect and advocacy for all persons and prioritizes community, can help reduce negative emotional states, build accountability and prosocial skills, and insulate people who have caused sexual harm from risk factors that could otherwise contribute to the maintenance of offending behaviour. Although a wealth of literature on Circles of Support and Accountability exists, there is limited research on other community- based transitional restorative justice approaches; particularly non-encounter programs that do not directly involve victims of sexual harm. Additionally, there is little research that describes the impact of spaces involving peer support within non-custodial settings for this specific offending population. This case study seeks to address these gaps by capturing the lived experiences of formerly incarcerated group members involved in a community-based, restorative justice-focused peer support group for people who have sexually offended. This study relies on semi-structured interviews with five support group members and two service coordinators from a grassroots restorative justice organization in Ontario, Canada, as well as an observation of a support group session. Specifically, this thesis connects its findings to broader RJ ethos by exploring the effectiveness of the support group in helping group members fulfill their obligations, meeting their needs, and repairing their relationships. Three main findings are revealed. First, the support group provided a safe passage through which group members were able to create accountability. Restorative justice values and norms were mobilized to help group members understand and address the contributing and resulting harms of their sexual offences to prevent further harm. Second, peer interactions in a positive social space facilitated the development of social capital, which helped group members navigate various emotional and structural challenges associated with their reintegration, as well as cultivate a sense of community. Finally, the support group provided an avenue for healing after experiencing a carceral pipeline of marginalization. The criminalization faced by the participants was antithetical to the conditions required for them to prevent further offending. Group members found solace in RJ and through continued participation in the support group, they were able to realize a fulfilling life after harm was possible. Finding hope led them down a journey of personal transformation which positively impacted their relationships outside of the support group and strengthened their ties to their communities. This study concludes with several considerations for policy and practice as well as recommendations for future research.
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 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 | 0.006 | 0.013 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.012 | 0.007 |
| Scholarly communication | 0.004 | 0.005 |
| Open science | 0.002 | 0.010 |
| Research integrity | 0.002 | 0.004 |
| Insufficient payload (model declined to judge) | 0.003 | 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".