Association of Mental Health Services Access and Reincarceration Among Adults Released From Prison in British Columbia, Canada
Notice bibliographique
Résumé
Importance: Diagnosis of mental disorder is prevalent among people who have been incarcerated. Nevertheless, community mental health services are often limited following release from prison, and reincarceration rates are high. The prevalence of mental disorders is growing among people who are incarcerated in British Columbia (BC), Canada, increasing the urgency of timely and accessible mental health services after release. Objective: To examine the association of mental health services access and timeliness of services access with reincarceration risk among people released from prison. Design, Setting, and Participants: In this cohort study, mental disorder diagnoses were derived from International Classification of Diseases, Ninth Revision or International Statistical Classification of Diseases and Related Health Problems, Tenth Revision codes in administrative health records. Data on prison release and reincarceration were retrieved from corrections records. Population-based health and corrections data were retrieved from the BC Provincial Overdose Cohort, which contains a 20% general population random sample of 1 089 677 BC residents. This study examined releases from provincial prisons between January 1, 2015, and December 31, 2018, among people in the 20% random sample who had a mental disorder diagnosis in the year before their release. Analyses were performed from January to June 2022. Exposures: Mental health services access (primary care, emergency department visits, or hospitalization) and sociodemographic, health, and incarceration characteristics. Main Outcomes and Measures: A multistate modeling approach was taken. Cox proportional hazards models were stratified by transition, from release to reincarceration, with and without mental health services access. A state arrival extended model examined the influence of timeliness of mental health services access on subsequent hazard of reincarceration. Results: A total of 4171 releases among 1664 people (3565 releases among male individuals [84.6%]; 2948 releases [70.7%] among people <40 years old; 2939 releases [70.5%] among people with concurrent substance use disorder diagnosis) were identified. The total study follow-up time was 2834.53 person-years, with a mean (SD) of 0.68 (0.93) years and median (IQR) of 0.25 (0.07-0.84) years per release. Mental health services access was associated with a reduction in the hazard of reincarceration (hazard ratio, 0.61; 95% CI, 0.39-0.94). For each additional month between release and mental health services access, the hazard of reincarceration was increased by 4% (hazard ratio, 1.04; 95% CI, 1.01-1.07). Conclusions and Relevance: In this cohort study of people with mental disorder diagnoses released from prison in BC, mental health services access was associated with reduced reincarceration risk. These findings suggest that these services may have the greatest impact on reducing reincarceration risk when they are available in a timely manner in the days and weeks immediately following release.
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Comment cette classification a été obtenuedéplier
Prédiction distillée sur la base complète
Imitation des enseignantsNi prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.
Scores Codex et Gemma par catégorie
| Catégorie | Codex | Gemma |
|---|---|---|
| Métarecherche | 0,001 | 0,000 |
| Méta-épidémiologie (sens strict) | 0,000 | 0,000 |
| Méta-épidémiologie (sens large) | 0,000 | 0,000 |
| Bibliométrie | 0,000 | 0,001 |
| Études des sciences et des technologies | 0,001 | 0,000 |
| Communication savante | 0,001 | 0,000 |
| Science ouverte | 0,000 | 0,000 |
| Intégrité de la recherche | 0,000 | 0,000 |
| Charge utile insuffisante (le modèle a refusé de juger) | 0,000 | 0,000 |
Scores machine (provisoires)
Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.
Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.
score_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découleClassification
machine, non validéePrédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.
Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».