ArticleJournal of substance use and addiction treatment2024
Cascade of care for substance use and mental health disorders for justice-involved populations.
Article in Journal of substance use and addiction treatment, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
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Who cites it
5 citing papers in PubMed.
- Outcomes following two models of treatment linkage facilitation for women with a history of OUD following jail release.Journal of substance use and addiction treatment · 2025Trial
- Implementing contingency management to improve engagement among justice-involved clients referred for substance use disorder services.Frontiers in public health · 2026Article
- Early life adversity and adult attention-deficit/hyperactivity disorder (ADHD): Pathways to persistence and adult susceptibility.Neuroscience and biobehavioral reviews · 2025Review
- Use of data-driven decision-making among agencies serving individuals with criminal-legal system involvement: a qualitative study.BMC health services research · 2025Article
- Cascade of care for substance use and mental health disorders for justice-involved populations.Journal of substance use and addiction treatment · 2024Article
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
introductionJustice-involved populations have dramatically higher rates of substance use disorders (SUD) and mental health disorders (MHD) compared to the general population. Despite high rates of SUD and MHD, treatment for this population is often limited and not evidence-based. The cascade of care model estimates drop-offs in the continuum of care from screening to identification of need, referral, care initiation, care engagement, and care completion. Recently, healthcare providers have utilized the cascade of care to improve the continuity of care for people with SUD and MHD in justice settings. The purpose of the current study is to 1) identify typologies that explain the proportion of new intakes that pass through each level of the cascade of care for SUD and MHD, and 2) describe agency-level factors that predict typology assignments and agency ability to assess client flow through the levels of the care cascade.
methodUsing Latent Class Analysis, we classify 791 agencies serving justice-involved individuals into typologies according to utilization of each stage in the mental health and substance cascades of care. Then, we examined county and agency characteristics that affect three stages of the cascade process: identification of need for behavioral health services, referrals to appropriate services, and treatment initiation. We build on previous work by exploring these patterns for both SUD and MHD treatment.
resultsThe study identified four SUD/MHD treatment patterns: Low Access, SUD-Focused, High Need-High Access, and Lower Need-High Access classes. Factors influencing typology alignment include location, specialized staff availability, warm hand-off coordination, Medicaid reimbursement, and performance measure tracking. Thirty-nine percent (39 %) of agencies could not be classified because they were unable to report their rate of care along the cascade measures.
conclusionFocusing on factors influencing typology assignment can help counties in assessing service delivery, identifying barriers, and targeting areas for improvements in policies and practices, potentially facilitating long-term changes and overall improvement in the care of individuals with mental health and substance use disorders. Identification of these factors and typologies can improve mental health treatment and access in counties and agencies with large resource barriers or limited attention to mental health treatment.
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