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1.
J Subst Use Addict Treat ; 157: 209186, 2024 02.
Artigo em Inglês | MEDLINE | ID: mdl-37866438

RESUMO

INTRODUCTION: Social determinants of health (SDoH), such as socioeconomic status, education level, and food insecurity, are believed to influence the opioid crisis. While global SDoH indices such as the CDC's Social Vulnerability Index (SVI) and Area Deprivation Index (ADI) combine the explanatory power of multiple social factors for understanding health outcomes, they may be less applicable to the specific challenges of opioid misuse and associated outcomes. This study develops a novel index tailored to opioid misuse outcomes, tests the efficacy of this index in predicting drug overdose deaths across contexts, and compares the explanatory power of this index to other SDoH indices. METHODS: Focusing on four HEALing Communities Study (HCS) states (Kentucky, Massachusetts, New York and Ohio; encompassing 4269 ZIP codes), we identified multilevel SDoH potentially associated with opioid misuse and aggregated publicly available data for each measure. We then leveraged a random forest model to develop a composite measure that predicts age-adjusted drug overdose mortality rates based on SDoH. We used this composite measure to understand HCS and non-HCS communities in terms of overdose risk across areas of varying racial composition. Finally, we compared variance in drug overdose deaths explained by this index to variance explained by the SVI and ADI. RESULTS: Our composite measure included 28 SDoH measures and explained approximately 89 % percent of variance in age-adjusted drug overdose mortality across HCS states. Health care measures, including emergency department visits and primary care provider availability, were top predictors within the index. Index accuracy was robust within and outside of HCS communities and states. This measure identified high levels of overdose mortality risk in segregated communities. CONCLUSIONS: Existing SDoH indices fail to explain much variation in area-level overdose mortality rates. Having tailored composite indices can help us to identify places in which residents are at highest risk based on their composite contexts. A comprehensive index can also help to develop effective community interventions for programs such as HCS by considering the context in which people live.


Assuntos
Overdose de Drogas , Transtornos Relacionados ao Uso de Opioides , Humanos , Determinantes Sociais da Saúde , Fatores Sociais , Massachusetts/epidemiologia
2.
JAMA Netw Open ; 7(2): e240132, 2024 Feb 05.
Artigo em Inglês | MEDLINE | ID: mdl-38386322

RESUMO

Importance: Buprenorphine significantly reduces opioid-related overdose mortality. From 2002 to 2022, the Drug Addiction Treatment Act of 2000 (DATA 2000) required qualified practitioners to receive a waiver from the Drug Enforcement Agency to prescribe buprenorphine for treatment of opioid use disorder. During this period, waiver uptake among practitioners was modest; subsequent changes need to be examined. Objective: To determine whether the Communities That HEAL (CTH) intervention increased the rate of practitioners with DATA 2000 waivers and buprenorphine prescribing. Design, Setting, and Participants: This prespecified secondary analysis of the HEALing Communities Study, a multisite, 2-arm, parallel, community-level, cluster randomized, open, wait-list-controlled comparison clinical trial was designed to assess the effectiveness of the CTH intervention and was conducted between January 1, 2020, to December 31, 2023, in 67 communities in Kentucky, Massachusetts, New York, and Ohio, accounting for approximately 8.2 million adults. The participants in this trial were communities consisting of counties (n = 48) and municipalities (n = 19). Trial arm randomization was conducted using a covariate constrained randomization procedure stratified by state. Each state was balanced by community characteristics including urban/rural classification, fatal opioid overdose rate, and community population. Thirty-four communities were randomized to the intervention and 33 to wait-list control arms. Data analysis was conducted between March 20 and September 29, 2023, with a focus on the comparison period from July 1, 2021, to June 30, 2022. Intervention: Waiver trainings and other educational trainings were offered or supported by the HEALing Communities Study research sites in each state to help build practitioner capacity. Main Outcomes and Measures: The rate of practitioners with a DATA 2000 waiver (overall, and stratified by 30-, 100-, and 275-patient limits) per 100 000 adult residents aged 18 years or older during July 1, 2021, to June 30, 2022, were compared between the intervention and wait-list control communities. The rate of buprenorphine prescribing among those waivered practitioners was also compared between the intervention and wait-list control communities. Intention-to-treat and per-protocol analyses were performed. Results: A total of 8 166 963 individuals aged 18 years or older were residents of the 67 communities studied. There was no evidence of an effect of the CTH intervention on the adjusted rate of practitioners with a DATA 2000 waiver (adjusted relative rate [ARR], 1.04; 95% CI, 0.94-1.14) or the adjusted rate of practitioners with a DATA 2000 waiver who actively prescribed buprenorphine (ARR, 0.97; 95% CI, 0.86-1.10). Conclusions and Relevance: In this randomized clinical trial, the CTH intervention was not associated with increases in the rate of practitioners with a DATA 2000 waiver or buprenorphine prescribing among those waivered practitioners. Supporting practitioners to prescribe buprenorphine remains a critical yet challenging step in the continuum of care to treat opioid use disorder. Trial Registration: ClinicalTrials.gov Identifier: NCT04111939.


Assuntos
Buprenorfina , Overdose de Opiáceos , Transtornos Relacionados ao Uso de Opioides , Adulto , Humanos , Buprenorfina/uso terapêutico , Análise de Dados , Escolaridade , Intenção , Transtornos Relacionados ao Uso de Opioides/tratamento farmacológico , Adolescente , Estudos Multicêntricos como Assunto , Ensaios Clínicos Controlados Aleatórios como Assunto
3.
J Adolesc Health ; 69(1): 157-161, 2021 07.
Artigo em Inglês | MEDLINE | ID: mdl-33143987

RESUMO

PURPOSE: This study aimed to elicit pediatric primary care providers' (PCPs) feedback on the acceptability and feasibility of implementing a tablet computer-facilitated Screening and Brief Intervention (cSBI) system for adolescent substance use in their practices. METHODS: We trained PCPs at five Boston area practices and enrolled their 12- to 18-year-old patients in a pilot randomized trial of cSBI versus usual care. PCPs completed an 18-item poststudy questionnaire. We computed frequencies and thematically coded open-ended responses. RESULTS: The analysis sample included 49 of 54 participating PCPs (90.7%). Overall, 89.8% of participants agreed the cSBI system was useful, and 81.6% reported increased confidence in providing brief counseling. Most useful were the immediate availability of screen results, talking points on substance use risks, and counseling prompts. Challenges included time and unfamiliarity with tablet computers. Many suggested electronic health record integration of cSBI to improve efficiency. CONCLUSIONS: cSBI showed high acceptability and increased confidence among pediatric PCPs. Feasibility could be enhanced by electronic health record integration.


Assuntos
Intervenção em Crise , Transtornos Relacionados ao Uso de Substâncias , Adolescente , Boston , Criança , Computadores , Humanos , Programas de Rastreamento , Atenção Primária à Saúde , Encaminhamento e Consulta , Transtornos Relacionados ao Uso de Substâncias/diagnóstico , Transtornos Relacionados ao Uso de Substâncias/terapia
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