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Clinics Optimizing MEthadone Take-homes for opioid use disorder (COMET): Protocol for a stepped-wedge randomized trial to facilitate clinic level changes

Choi, Sugy; O'Grady, Megan A; Cleland, Charles M; Knopf, Elizabeth; Hong, Sueun; D'Aunno, Thomas; Bao, Yuhua; Ramsey, Kelly S; Neighbors, Charles J
INTRODUCTION/BACKGROUND:Regulatory changes made during the COVID-19 public health emergency (PHE) that relaxed criteria for take-home dosing (THD) of methadone offer an opportunity to improve quality of care with a lifesaving treatment. There is a pressing need for research to study the long-term effects of the new PHE THD rules and to test data-driven interventions to promote more effective adoption by opioid treatment programs (OTPs). We propose a two-phase project to develop and test a multidimensional intervention for OTPs that leverages information from large State administrative data. METHODS AND ANALYSIS/METHODS:We propose a two-phased project to develop then test a multidimensional OTP intervention to address clinical decision making, regulatory confusion, legal liability concerns, capacity for clinical practice change, and financial barriers to THD. The intervention will include OTP THD specific dashboards drawn from multiple State databases. The approach will be informed by the Health Equity Implementation Framework (HEIF). In phase 1, we will employ an explanatory sequential mixed methods design to combine analysis of large state administrative databases-Medicaid, treatment registry, THD reporting-with qualitative interviews to develop and refine the intervention. In phase 2, we will conduct a stepped-wedge trial over three years with 36 OTPs randomized to 6 cohorts of a six-month clinic-level intervention. The trial will test intervention effects on OTP-level implementation outcomes and patient outcomes (1) THD use; 2) retention in care; and 3) adverse healthcare events). We will specifically examine intervention effects for Black and Latinx clients. A concurrent triangulation mixed methods design will be used: quantitative and qualitative data collection will occur concurrently and results will be integrated after analysis of each. We will employ generalized linear mixed models (GLMMs) in the analysis of stepped-wedge trials. The primary outcome will be weekly or greater THD. The semi-structured interviews will be transcribed and analyzed with Dedoose to identify key facilitators, barriers, and experiences according to HEIF constructs using directed content analysis. DISCUSSION/CONCLUSIONS:This multi-phase, embedded mixed methods project addresses a critical need to support long-term practice changes in methadone treatment for opioid use disorder following systemic changes emerging from the PHE-particularly for Black and Latinx individuals with opioid use disorder. By combining findings from analyses of large administrative data with lessons gleaned from qualitative interviews of OTPs that were flexible with THD and those that were not, we will build and test the intervention to coach clinics to increase flexibility with THD. The findings will inform policy at the local and national level.
PMCID:10256218
PMID: 37294821
ISSN: 1932-6203
CID: 5541342

Impact of supportive housing health homes program on medicaid utilization for persons diagnosed with HIV (PDWH)

Forthal, Sarah; Choi, Sugy; Yerneni, Rajeev; Macinski, Sarah; Levey, Wendy; Kerwin, Joseph; Ahadzi, Martina; Fish, Douglas; Anderson, Bridget J; Neighbors, Charles
PMID: 36524897
ISSN: 1360-0451
CID: 5382482

Alcohol use during pregnancy: findings from a gender-based violence survey in Mongolia

Erdenetuya, Bolormaa; Kwon, Dayoon; Choi, Sugy; Choe, Seung-Ah
This study aimed to explore the risk factors for alcohol use during pregnancy in Mongolia, wherein high-risk alcohol use is prevalent. We analyzed nationwide data from the Gender-Based Violence (GBV) Survey of Mongolia conducted in 2017. We conducted an analysis restricted to 2714 women who had given birth within 5 years of the survey and who had responded to questions about their health-related behaviors during pregnancy. We assessed the association between alcohol use during pregnancy and pregnancy-related factors, including maternal age, educational attainment, history of abortion, smoking during pregnancy, unintended pregnancy, prior experience of sexual and physical violence, physical violence during pregnancy, and current binge drinking while also considering their residential region. Alcohol use during pregnancy was reported in 5.4% of the participating women. Unintended pregnancy for women (OR = 1.95, 95% confidence interval [CI]: 1.60, 2.38), abortion history (1.89, 95% CI: 1.60, 2.24), smoking during pregnancy (8.30, 95% CI: 6.60, 10.43), physical violence during pregnancy (2.22, 95% CI: 1.75, 2.81), and being a binge drinker (6.05, 95% CI: 3.63, 10.10) were associated with higher odds of alcohol use during pregnancy. Associations with maternal age, marital status, higher education, or multiparity were not evident. Our finding provides knowledge of risk factors for alcohol drinking among pregnant women and evidence for another harm of gender-based violence. This would contribute to the development of effective strategies for preventing antenatal exposure to alcohol in Mongolia.
PMID: 35687163
ISSN: 1435-1102
CID: 5268082

Mixed-methods study to examine the response of opioid addiction treatment programmes to COVID-19: a study protocol

Choi, Sugy; Naik, Rhea; Kiszko, Kamila; Neighbors, Charles; D'Aunno, Thomas
Introduction The COVID-19 pandemic is forcing changes to clinical practice within traditional addiction treatment programmes, including the increased use of telehealth, reduced restrictions on methadone administration (eg, increased availability of take-home doses and decreased requirements for in-person visits), reduced reliance on group counselling and less urine drug screening. This paper describes the protocol for a mixed-methods study analysing organisational-level factors that are associated with changes in clinic-level practice changes and treatment retention. Methods and analysis We will employ an explanatory sequential mixed-methods design to study the treatment practices for opioid use disorder (OUD) patients in New York State (NYS). For the quantitative aim, we will use the Client Data System and Medicaid claims data to examine the variation in clinical practices (ie, changes in telehealth, pharmacotherapy, group vs individual counselling and urine drug screening) and retention in treatment for OUD patients across 580 outpatient clinics in NYS during the pandemic. Clinics will be categorised into quartiles based on composite rankings by calculating cross-clinic Z scores for the clinical practice change and treatment retention variables. We will apply the random-effects modelling to estimate change by clinic by introducing a fixed-effect variable for each clinic, adjusting for key individual and geographic characteristics and estimate the changes in the clinical practice changes and treatment retention. We will then employ qualitative methods and interview 200 key informants (ie, programme director, clinical supervisor, counsellor and medical director) to develop an understanding of the quantitative findings by examining organisational characteristics of programmes (n=25) representative of those that rank in the top quartile of clinical practice measures as well as programmes that performed worst on these measures (n=25). Ethics and dissemination The study has been approved by the Institutional Review Board of NYU Langone Health (#i21-00573). Study findings will be disseminated through national and international conferences, reports and peer-reviewed publications.
SCOPUS:85135602884
ISSN: 2044-6055
CID: 5311232

Motherhood, pregnancy and gateways to intervene in substance use disorder

Choi, Sugy; Stein, Michael D; Raifman, Julia; Rosenbloom, David; Clark, Jack A
Motherhood increases women's use of health and social services, presenting opportunities to identify and refer women with substance use disorder (SUD) to treatment. We pooled 4 years (2015-2018) of cross-sectional data from National Survey on Drug Use and Health on women of child-bearing age (18-44) in the United States (n = 64,346). (1) We compared the use of services (health, social and criminal justice involvement) by SUD and 'motherhood' (pregnant or has one or more children under 18). We used multivariable logistic regression models to estimate the association between motherhood, SUD and their interaction with the use of services. (2) We estimated the association between the use of different services and SUD treatment use among women with SUD. Among women of child-bearing age, 9.7% had SUD. Mothers who had SUD were more likely to use social services (AOR = 1.48 [95% CI: 1.22, 1.79]) and mental health services compared with non-mothers who did not have SUD (AOR = 1.40 [95% CI: 1.19, 1.65]). The following factors were associated with increased odds of receiving SUD treatment among mothers: mental health treatment utilisation (AOR = 1.94 [95% CI: 1.29, 2.93]); Medicaid coverage (AOR = 2.48 [95% CI: 1.64, 3.76]); and criminal justice involvement (AOR = 3.38 [95% CI: 1.97, 5.80]). To increase treatment access, it is important to address women's different stages in life, including how to best engage women in SUD care across different settings.
PMID: 34363426
ISSN: 1365-2524
CID: 4999422

The teamwork structure, process, and context of a paediatric cardiac surgery team in Mongolia: A mixed-methods approach

Han, Seungheon; Choi, Sugy; Park, Jayoung; Kweon, Seoah; Oh, Se Jin; Shakya, Holly B; Heo, Jongho; Kim, Woong-Han
INTRODUCTION/BACKGROUND:Effective teamwork in paediatric cardiac surgery is known to improve team performance and surgical outcomes. However, teamwork in low- and middle-income countries (LMICs), including Mongolia, is understudied. We examined multiple dimensions of teamwork to inform a team-based training programme to strengthen paediatric cardiac surgical care in Mongolia. METHODS:We used a mixed-methods approach, combining social network analysis and in-depth interviews with medical staff, to explore the structure, process, quality, and context of teamwork at a single medical centre. We conceptualised the team's structure based on communication frequency among the members (n = 24) and explored the process, quality, and context of teamwork via in-depth interviews with select medical staff (n = 9). RESULTS:The team structure was highly dense and decentralised, but the intensive care unit nurses showed high betweenness-centrality. In the quality and process domain of teamwork, we did not find a regular joint decision-making process, leading to the absence of common goals among the team members. Although role assignment among the medical staff was explicit, those strictly defined roles hindered active communication about patient information and responsibility-sharing. Most interviewees did not agree with the organisational policies that limited discussions among team members; therefore, medical staff continued to share training and work experiences with each other, leading to strong and trustworthy relationships. CONCLUSION/CONCLUSIONS:The findings of this study underscore the importance of well-structured and goal-oriented communication between medical staff, as well as the management of the quality of collaboration within a team to increase teamwork effectiveness in paediatric cardiac surgery teams in LMICs.
PMID: 35340045
ISSN: 1099-1751
CID: 5219802

Differential Gateways, Facilitators, and Barriers to Substance Use Disorder Treatment for Pregnant Women and Mothers: A Scoping Systematic Review

Choi, Sugy; Rosenbloom, David; Stein, Michael D; Raifman, Julia; Clark, Jack A
OBJECTIVES/OBJECTIVE:Access to substance use disorder (SUD) treatment is complex, and more so for pregnant women and mothers who experience unique barriers. This scoping systematic review aimed to summarize contemporary findings on gateways, facilitators, and barriers to treatment for pregnant women and mothers with SUD. METHODS:We used the scoping review methodology and a systematic search strategy via MEDLINE/PubMed and Google Scholar. The search was augmented by the similar article lists for sources identified in PubMed. Scholarly and peer-reviewed articles that were published in English from 1996 to 2019 were included. A thematic analysis of the selected studies was used to summarize pathways to SUD treatment and to identify research gaps. RESULTS:The analysis included 41 articles. Multiple gateway institutions were identified: health care settings, social service agencies, criminal justice settings, community organizations, and employers. Some of the identified facilitators and barriers to SUD treatment were unique to pregnant women and mothers (eg, fear of incarceration for child abuse). Both personal (emotional support and social support) and child-related factors (loss of children, suspension or termination of parental rights, the anticipation of reuniting with children) motivated women to seek treatment. Major access barriers included fear, stigma, charges of child abuse, inconvenience, and financial hardship. CONCLUSIONS:There has been progress in implementing different types of interventions and treatments for that were attentive to pregnant women and mothers' needs. We developed a conceptual model that characterized women's pathways to treatment by deciphering women's potential engagement in gateway settings.
PMID: 34380985
ISSN: 1935-3227
CID: 5013212

Effects of a New York Medicaid Care Management Program on Substance Use Disorder Treatment Services and Medicaid Spending: Implications for Defining the Target Population

Neighbors, Charles J; Yerneni, Rajeev; Sun, Yi; Choi, Sugy; Burke, Constance; O'Grady, Megan A; McDonald, Rebecca; Morgenstern, Jon
Aims/UNASSIGNED:We examined the effects of a statewide New York (NY) care management (CM) program for substance use disorder (SUD), Managed Addiction Treatment Services (MATS), on SUD treatment services' utilization and spending among patients with a recent history of high Medicaid spending and among those for whom a predictive algorithm indicates a higher probability of outlier spending in the following year. Methods/UNASSIGNED:We applied difference-in-difference analyses with propensity score matching using NY Medicaid claims data and a state registry of SUD-treatment episodes from 2006 to 2009. A total of 1263 CM enrollees with high SUD treatment spending (>$10K) in the prior year and a matched comparison group were included in the analysis. Crisis care utilization for SUD (detoxification and hospitalizations), outpatient SUD treatment, and Medicaid spending were examined over 12 months among both groups. CM effects among predicted high-future-spending patients (HFS) were also analyzed. Results/UNASSIGNED:CM increased outpatient SUD treatment visits by approximately 10.5 days (95% CI = 0.9, 20.0). CM crisis care and spending outcomes were not statistically different from comparison since both conditions had comparable pre-post declines. Conversely, CM significantly reduced SUD treatment spending by approximately $955 (95% CI = -1518, -391) and reduced days of detox utilization by about 1.0 days (95% CI = -1.9, -0.1) among HFS. Conclusion/UNASSIGNED:Findings suggest that CM can reduce SUD treatment spending and utilization when targeted at patients with a greater likelihood of high future spending, indicating the potential value of predictive models to select CM patients.
PMCID:8808013
PMID: 35125871
ISSN: 1178-2218
CID: 5175952

Estimating the impact on initiating medications for opioid use disorder of state policies expanding Medicaid and prohibiting substance use during pregnancy

Choi, Sugy; Stein, Michael D; Raifman, Julia; Rosenbloom, David; Clark, Jack A
BACKGROUND:Medicaid expansion increased access to addiction treatment services for pregnant women. However, states' imposition of civil or criminal child abuse sanctions for drug use during pregnancy could inhibit access to treatment. We estimated the effects of Medicaid expansion on pregnant women's medications for opioid use disorder (MOUD) use, and its interaction with statutes that prohibit substance use during pregnancy. METHODS:Using the Treatment Episode Dataset for Discharge (2010-2018), we identified the initial treatment episode of pregnant women with opioid use disorder (OUD). We described changes in MOUD use and estimated adjusted difference-in-differences and event study models to evaluate differences in changes in MOUD between states that prohibit substance use during pregnancy and states that do not. FINDINGS/RESULTS:Among a total of 16,070 treatment episodes for pregnant women with OUD from 2010 to 2018, most (74%) were in states that expanded Medicaid. By one year post-expansion, the proportion of episodes receiving MOUD in states not prohibit substance use during pregnancy increased by 8.7% points (95% CI: 2.7, 14.7) from the pre-expansion period compared to a 5.6% point increase in states prohibiting substance use during pregnancy (95% CI: -3.3, 14.8). In adjusted event study analysis, the expansion was associated with an increase in MOUD use by 15.3% by year 2 in states not prohibiting versus 1.5% percentage points in states prohibiting substance use during pregnancy, respectively. CONCLUSIONS:State policies prohibiting substance use during pregnancy may limit the salutary effects of Medicaid expansion for pregnant women who could benefit from MOUD treatment.
PMID: 34768053
ISSN: 1879-0046
CID: 5050842

Substance Use Disorders and Diabetes Care: Lessons From New York Health Homes

Forthal, Sarah; Choi, Sugy; Yerneni, Rajeev; Zhang, Zhongjie; Siscovick, David; Egorova, Natalia; Mijanovich, Todor; Mayer, Victoria; Neighbors, Charles
BACKGROUND:Individuals that have both diabetes and substance use disorder (SUD) are more likely to have adverse health outcomes and are less likely to receive high quality diabetes care, compared with patients without coexisting SUD. Care management programs for patients with chronic diseases, such as diabetes and SUD, have been associated with improvements in the process and outcomes of care. OBJECTIVE:The aim was to assess the impact of having coexisting SUD on diabetes process of care metrics. RESEARCH DESIGN/METHODS:Preintervention/postintervention triple difference analysis. SUBJECTS/METHODS:Participants in the New York State Medicaid Health Home (NYS-HH) care management program who have diabetes and a propensity-matched comparison group of nonparticipants (N=37,260). MEASURES/METHODS:Process of care metrics for patients with diabetes: an eye (retinal) exam, HbA1c test, medical attention (screening laboratory measurements) for nephropathy, and receiving all 3 in the past year. RESULTS:Before enrollment in NYS-HH, individuals with comorbid SUD had fewer claims for eye exams and HbA1c tests compared with those without comorbid SUD. Diabetes process of care improvements associated with NYS-HH enrollment were larger among those with comorbid SUD [eye exam: adjusted odds ratio (AOR)=1.08; 95% confidence interval (CI): 1.01-1.15]; HbA1c test: AOR=1.20 (95% CI: 1.11-1.29); medical attention for nephropathy: AOR=1.21 (95% CI: 1.12-1.31); all 3: AOR=1.09 (95% CI: 1.02-1.16). CONCLUSIONS:Individuals with both diabetes and SUD may benefit moderately more from care management than those without comorbid SUD. Individuals with both SUD and diabetes who are not enrolled in care management may be missing out on crucial diabetes care.
PMID: 34149016
ISSN: 1537-1948
CID: 4945932