ArticleDrug and alcohol dependence2022
A latent class analysis of tailored substance use treatment programs: Implications for treating syndemic conditions facing sexual and gender minority populations.
Article in Drug and alcohol dependence, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 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.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
13 citing papers in PubMed, 13 citations in OpenAlex.
- Brief transdiagnostic cognitive behavioral therapy and expressive writing for hazardous drinking and posttraumatic stress symptoms among sexual and gender minority adults: Pilot trial protocol.Contemporary clinical trials communications · 2026Article
- Intersecting Epidemics: Examining the Impact of Internalized Homophobia and Depression Symptoms on HIV Testing Through a Suicide Syndemic Among Young Black Men Who Have Sex with Men.Journal of racial and ethnic health disparities · 2026Article
- Article
- Posttraumatic stress disorder mediating associations between child sexual abuse and substance use among transgender adults in the United States.The American journal of orthopsychiatry · 2025Article
- Mental and behavioral health care access and satisfaction among older sexual minority women.Academia mental health & well-being · 2025Article
- Certified Community Behavioral Health Clinic Services for Clients With Co-occurring Disorders: A Latent Class Approach.Psychiatric services (Washington, D.C.) · 2024Article
- Article
- Expressive writing treatments to reduce PTSD symptom severity and negative alcohol-related outcomes among trauma-exposed sexual minority women and transgender/nonbinary people: Study protocol for a mixed-method pilot trial.Contemporary clinical trials communications · 2023Article
- High-risk polysubstance use among LGBTQ+ people who use drugs in the United States: An application of syndemic theory.The International journal on drug policy · 2023Article
- Differences in HIV testing among sexual orientation subgroups in the United States: A national cross-sectional study.Preventive medicine reports · 2023Article
- Probable PTSD, PTSD symptom severity, and comorbid PTSD and hazardous drinking among sexual minority women compared to heterosexual women: A meta-analysis.Clinical psychology review · 2023Review
- Characteristics of Outpatient and Residential Substance Use Disorder Treatment Facilities with a Tailored LGBT Program.Substance abuse : research and treatment · 2023Article
- Structural determinants of tailored behavioral health services for sexual and gender minorities in the United States, 2010 to 2020: a panel analysis.BMC public health · 2022Article
Corrections and comments
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Authors and funding
6 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundSyndemics (i.e., multiple, co-occurring, and synergistic conditions) contribute to elevated substance use among sexual and gender minority (SGM) people relative to heterosexual, cisgender people. Research suggests that syndemic-informed and SGM-tailored treatments are effective in substance use treatment among SGM people. However, few studies have examined 1) the proportion of substance use treatment facilities offering syndemic-informed, SGM-tailored treatment programming; and 2) the availability and accessibility of syndemic-informed, SGM-tailored treatment programs across the U.S.
methodsWe used the 2020 National Survey of Substance Abuse Treatment Services (N-SSATS) dataset to perform a latent class analysis examining whether substance use treatment facilities' tailored treatment programs cluster together to form distinct classes indicating whether facilities offer syndemic-informed and SGM-tailored programming. We then used multinomial logistic regression to examine associations between class membership and facility availability and accessibility.
resultsAnalyses revealed four classes of substance use treatment facilities' tailored programs. Facilities with syndemic-informed and SGM-tailored treatment programs compared to facilities with no tailored programs were more likely to be in the Northeast compared to the Midwest and South; to offer payment assistance versus not offer payment assistance; and to be private, for-profit facilities versus public or non-profit facilities.
conclusionsThis study's findings identify the need for more facilities with syndemic-informed and SGM-tailored treatment, particularly in the Midwestern and Southern U.S. regions. Facilities offering syndemic-informed and SGM-tailored treatment might present accessibility barriers for low-income SGM people, as they were more likely to be private, for-profit facilities; however, they were more likely to offer payment assistance.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.