Developing a Sexual Health Promotion Intervention With Young Men in Prisons: A Rights-Based Participatory Approach
Bibliographic record
Abstract
BACKGROUND: The sexual health of young men in prisons is often among the poorest in any given country. They may have developed sexual behaviors that, from a public health perspective, are considered problematic and burdensome. These include poorer use of condoms and engaging in more frequent casual sex, resulting in higher rates of sexually transmitted infections, including HIV and viral hepatitis. Thus, young incarcerated men are a highly marginalized and socially excluded high-risk group, in greater need of sexual health education and services. OBJECTIVE: The aim of this study was to create an innovative sexual health promotion intervention, made for and with young men in prisons, to encourage them to avail of regular sexual health checkups. This included developing a Web-based animated-style sexual health promotion intervention (1.42 min) coupled with upskilling the prison nurses to offer a partnership approach to prison health care. This paper focuses on the development of the intervention and the importance of the underpinning rights-based (RB) participatory intervention design. METHODS: We employed an RB participatory approach and recruited 14 participants who attended 3 coproduction workshops held within a prison site in Northern Ireland, United Kingdom. A bespoke 3-day training for nurses beforehand, ensured they gained a deeper understanding of the determinants of poor sexual health. The coproduction team comprised young men, prison nurses, nurse sexual health consultant, media company representatives, and facilitator. Workshops focused on content, design, tone and medium of communication for a Web-based intervention that would be appealing and engaging for young incarcerated men. RESULTS: A 1.42-min animation Dick loves Doot was created to promote a positive attitude toward sexual health checkups. The RB approach enabled the young men to participate, have their voices heard and see their stories reflected through the animation. The nurses' capacities to protect, fulfill, and respect the young men's rights to appropriate sexual health services and education was also enhanced. Evaluations confirmed that we successfully provided accurate sexual health information in a way that was engaging and accessible and that encouraged the young men to avail of the new prison sexual health services that were set up in the prison and now provided by nurses. CONCLUSIONS: The RB participatory approach to health advanced in this study provided a means to (1) gain invaluable insider knowledge to understand the impact of structural determinants on health and health inequalities and strategies by which to target young incarcerated men (2) create inclusive opportunities for developing bespoke targeted interventions, and (3) galvanize collaborative partnerships to disrupt the structures and processes that lead to and encourage health inequities. To reduce future risk, effective treatment, coupled with coproduced interventions that transmit relevant health messages in a relevant and meaningful way, is key to success.
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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 | 0.031 | 0.018 |
| Meta-epidemiology (narrow) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.005 | 0.004 |
| Scholarly communication | 0.002 | 0.003 |
| Open science | 0.001 | 0.009 |
| Research integrity | 0.002 | 0.001 |
| 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".