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Advancing person-centered care: Protocol for quality measurement and management (QM2) in the New York State system for opioid use disorder treatment
Choi, Sugy; Hong, Sueun; Fawole, Adetayo; Heck, Andrew; Lincourt, Pat; Jordan, Ashly E; Hussain, Shazia; O'Grady, Megan A; Bao, Yuhua; Cleland, Charles M; Adhikari, Samrachana; Cerda, Magdalena; Krawczyk, Noa; Kyanko, Kelly; McNeely, Jennifer; Cunningham, Chinazo; Mijanovich, Tod; Howland, Renata; Thornburg, Olivia; Hutchinson, Morica; Liebmann, Edward; Neighbors, Charles J
INTRODUCTION/BACKGROUND:The United States is facing an opioid use disorder (OUD) epidemic, marked by unprecedented overdose death rates. In New York State, synthetic opioids significantly contribute to the increasing overdose deaths, disproportionately impacting Black and Latinx communities. There is an urgent need to address issues related to equitable access to and the quality of care provided by substance use disorder (SUD) treatment programs. In light of this, the Quality Measurement and Management Research Center (QM2-RC) brought together an academic-government partnership to develop a person-centered quality measurement system and to assess its impact on a statewide treatment system that serves approximately 180,000 individuals per year. METHODS AND ANALYSIS/METHODS:The QM2-RC encompasses three interconnected projects (Project 1, 2, and 3) aimed at developing a quality management strategy and evaluating its impact on system performance across New York State. This report specifically focuses on Project 3, which involves a stepped-wedge trial with 35 clinics receiving a quality management intervention that includes performance coaching. This intervention will be compared to a treatment-as-usual (TAU) condition for clinics not participating in the trial. Administrative data will be utilized to monitor outcomes over four years. The coaching intervention, guided by the Integrated Promoting Action on Research Implementation in Health Services (i-PARIHS) model, emphasizes interpreting quality measures and applying insights to enhance care. Coaches will provide support on data utilization, patient-centered care, harm reduction strategies, and the use of patient monitoring tools. The trial aims to evaluate clinic staff and leadership attitudes, experiences, and behaviors through surveys, semi-structured interviews, and external facilitator notes. Primary clinic outcomes will be assessed through adverse events, decreased clinic rates of substance use related emergency department visits and hospitalizations as well as mortality among patients within the first 12 months after admission to treatment after adjusting for individual and community level characteristics. This study is being developed over a multi-year period and will be informed by a mixed-methods approach incorporating multiple data sources, qualitative interviews, patient and clinic surveys. The study is being conducted in partnership with New York State Office of Addiction Services and Supports (OASAS) and will be informed by input from patient, providers, health insurers, family members and local governing units. DISCUSSION/CONCLUSIONS:Project 3 of the QM2 study specifically targets key barriers in measuring the quality of SUD treatment, including technological limitations, unvalidated measures, workforce data literacy, and concerns about fairness in assessing clinical complexity. Through the implementation of a stepped-wedge trial involving 35 clinics, the project aims to develop new quality measures, offer performance feedback, and engage clinic leadership and staff in efforts to improve practices. The ultimate goal of Project 3 is to overcome these barriers, promote person-centered care, and improve SUD treatment practices across New York State.
PMCID:12478935
PMID: 41021571
ISSN: 1932-6203
CID: 5953362
A multi-level explanatory-sequential mixed-methods study of perinatal toxicology practices in New York State: Protocol
Choi, Sugy; Knopf, Elizabeth; Kim, Erin; Neighbors, Charles J; Berry, Carolyn A; Hade, Erinn; Trinh-Shevrin, Chau; Terplan, Mishka; Seligman, Neil S; Garry, David J; McNeely, Jennifer
OBJECTIVE:Maternal morbidity and mortality (MMM) rates from drug overdoses have increased, especially among pregnant and postpartum women aged 35-44. However, there is limited understanding of how current toxicology testing practices are implemented in hospital settings and how well they support, or undermine, linkage to care. The goal of the study is to understand variations in toxicology testing use among pregnant and postpartum women, explore hospital- and individual-level differences, and assess outcomes. METHODS:Using the Socio-cultural Framework for the Study of Health Service Disparities (SCF-HSD) we will perform a mixed-methods study to understand testing policies and practices in NY State. Aim 1 will employ multilevel statistical models using New York State Medicaid claims data (2021-2024) to identify predictors of perinatal toxicology testing and characterize hospital-level variation across hospitals. Aim 2 will involve one-on-one interviews with hospital administrators and clinical staff to document and analyze testing policies and practices, capturing diverse perspectives on testing rationales, attitudes, and adherence. Aim 3 will integrate quantitative and qualitative evidence through a mixed-methods design, incorporating perspectives of individuals with lived experience, via focus group sessions to inform and refine hospital policy recommendations. DISCUSSION/CONCLUSIONS:Our findings will inform how to improve disparities in toxicology testing for pregnant and postpartum women. Addressing these challenges requires shifting emphasis toward standardized, evidence-based toxicology testing protocols, strengthening pathways to supportive services, and advancing policy reforms that reduce stigma and inequities in care.
PMCID:12755800
PMID: 41474779
ISSN: 1932-6203
CID: 5987042
Perceived safety and mental health among Asian American women: Exploring the moderating role of loneliness and resilience
Cao, Jiepin; Shevrin, Sarah; An, Linh M; Wong, Jennifer A; Choi, Sugy; Yi, Stella S; Trinh-Shevrin, Chau; Lim, Sahnah
Asian American women are an understudied population facing a substantial mental health burden, largely driven by the increasing rates of gender- and race-based violence and discrimination. Perceived safety, a key factor influencing mental health, has been underexplored. This study aimed to 1) examine the relationship between perceived safety with mental health outcomes (i.e., depression and anxiety); 2) examine the link between safety-related behavioral modifications and mental health outcomes; and 3) explore the moderating effects of loneliness and resilience on these relationships, drawing from a community sample of n = 345 Asian American women. Perceived safety was defined as feeling safe in public spaces, transportation and neighborhoods. In our study, 28.7%, 56.2% and 20.6% of women reported feeling unsafe in public spaces, transportation and neighborhoods, respectively. Feeling unsafe in public spaces was associated with higher odds of depression (aOR=2.37, 95%CI: 1.40, 4.02) and anxiety (aOR=2.61, 95%CI: 1.56, 4.37). Avoiding public spaces, leaving home or transportation were linked to increased odds of depression (aOR=2.05, 95%CI: 1.23, 3.40; aOR=2.26, 95%CI: 1.37, 3.74; aOR=2.03, 95%CI: 1.16, 3.57, respectively) while only avoiding leaving home was associated with anxiety (aOR=2.04, 95%CI: 1.24, 3.36). Loneliness moderated the association between avoiding public spaces and anxiety: avoiding public spaces was significantly associated with greater odds of anxiety among women who were not lonely (aOR = 4.77, 95% CI: 1.24-18.34), but not among those who were lonely (aOR = 0.93, 95% CI: 0.53-1.64). Resilience did not moderate these relationships (all p > .050). Our findings highlight the mental health impacts associated with reduced perceptions of safety and safety-related behavioral modifications in this group, highlighting the pervasive fear experienced by Asian American women in their day-to-day lives, and emphasizing the need for targeted interventions to address the unique safety challenges faced by Asian American women.
PMCID:12637940
PMID: 41270057
ISSN: 1932-6203
CID: 5969522
Reproductive rights at the U.S. state level and medication access for pregnant women with opioid use
Aleksanyan, Josh; Kawachi, Ichiro; Choi, Sugy
Despite the rise in chronic, untreated opioid use among pregnant women, their rate of receiving medications for opioid use disorder (MOUD) has remained stagnant since the mid-1990s. Using retrospective cross-sectional substance use treatment admissions data from 2015 to 2019, we examined access to treatment for opioid use by pregnant adults across 48 U.S. states. We found that younger adults, Black women, those referred to treatment by a criminal justice agency (e.g., judge, probation officer), those reporting polysubstance use, and those receiving treatment in residential settings were far less likely to receive MOUD (i.e., methadone, buprenorphine, naltrexone). We used multilevel analysis to examine the structural influence of state-level reproductive rights policies on pregnant women's access to MOUD. Adjusted counterfactual predictions reveal being admitted to treatment in a severely restrictive state context results in a significant decline in the likelihood of receiving MOUD, from 67% to 29%. We estimate 12,609 additional pregnant women seeking treatment for opioid use would have accessed first-line opioid pharmacotherapy if individuals in restrictive states had accessed medication at the same rate as those in more supportive states. Taken together, these findings offer insights into how reproductive rights serve as a structural determinant of health and safeguard for opioid medication treatment. We discuss the consequences of reversing reproductive rights policies amidst rising rates of drug overdose deaths among pregnant women along with the growing availability of illegally manufactured opioid analogs, as well as psychostimulant co-use, re-shaping overdose risk patterns in the U.S.
PMID: 39721168
ISSN: 1873-5347
CID: 5767532
The COVID-19 experience among international migrant workers in the Republic of Korea: knowledge and awareness of treatment and immigration policies
Park, Jayoung; Heo, Jongho; Kim, Woong-Han; Choi, Sugy
INTRODUCTION/BACKGROUND:The COVID-19 pandemic has exposed various health risks and inequities experienced by international migrant workers. The number of migrant workers in the Republic of Korea (ROK) is rapidly growing and is expected to continue growing. Health related research on migrant workers in ROK is limited, especially among undocumented migrant workers who were more vulnerable to the pandemic. This study aims to examine the experiences of migrant workers and their knowledge and awareness of treatment and immigration policies during the pandemic. METHODS:We used data from the International Migrant Workers' COVID-19 Health Literacy and Access to Medical Care project, a cross-sectional survey conducted with international migrant workers residing in ROK in 2021 (n = 537). Descriptive statistics and multivariable regression models were employed to understand different demographic, occupational, and immigration factors affecting migrant workers' knowledge and awareness of treatment and immigration policies. RESULTS:Undocumented migrant workers had a longer length of residence in ROK and earned less compared to workers with work visa status. None of the undocumented migrant workers had access to health insurance since they were ineligible to enroll in the national health insurance scheme. In the early days of the pandemic, most undocumented migrant workers experienced a decrease in their average income. After adjusting for demographic differences and language proficiency, undocumented migrant workers (AOR: 0.41, 95% CI: 0.21, 0.78) were less likely to be aware of the policy allowing foreigners, including undocumented individuals, to access COVID-19 testing and treatment without the risk of deportation. Workers with a longer length of residence (AOR: 1.29, 95% CI: 1.09, 1.53) were more likely to be aware of this policy. CONCLUSION/CONCLUSIONS:Undocumented migrant workers were often less informed about COVID-19 policies. While most of the survey respondents were knowledgeable about governmental policies regarding COVID-19 treatment and immigration, our results reveal multiple occupational and health insurance vulnerabilities of undocumented migrant workers living in ROK. More attention is needed to understand healthcare service barriers and how to provide adequate resources for this vulnerable population.
PMCID:11603880
PMID: 39605001
ISSN: 1471-2458
CID: 5763542
MOUD use among Hispanic clients increased post-ACA, yet differed by heritage and geographic location
Herrera, Carolina-Nicole; Choi, Sugy; Johnson, Natrina L
BACKGROUND:Overdose death rates for Hispanic people rose 2010-2022. Opioid overdose rates grew faster among Hispanic people than non-Hispanic White people ("White"). Medication for opioid use disorder (MOUD) is an effective but underutilized intervention for decreasing overdose risk. The Affordable Care Act ("ACA") should have increased MOUD use, but insurance and behavioral health reforms differed by state. We examined to what extent MOUD use increased post-ACA implementation and differed for Hispanic people (overall and by heritage group) compared to White people who used opioids ("clients"). METHODS:We analyzed first annual ambulatory care episodes (TEDS-A, 2009-2019) for working-age Hispanic (N= 76,591) and White (N=444,753) clients. We categorized Hispanic clients by heritage group (Puerto Rican, Mexican, or Other Hispanic). We grouped states by Medicaid expansion status (California, Other Expansion States, and Non-Expansion States). We used logistic regression to compare the odds of MOUD use pre/post ACA within racial/heritage groups, and, separately, between racial/heritage groups using pre-ACA White clients as a reference group. We used linear probability difference-in-differences to confirm changes in MOUD use between Hispanic and White clients. RESULTS:Among Hispanic clients in ambulatory care, MOUD use was lowest in the Non-Expansion States and highest in California. Nationally, only Puerto Rican and Other Hispanic heritage clients had higher odds of MOUD post-ACA compared to pre-ACA. Nationally and in Other Expansion States, Hispanic and White clients had similar increases in MOUD use post-ACA. CONCLUSIONS:MOUD use among Hispanic clients rose post-ACA, but differences remained between Hispanic heritage groups and between states.
PMID: 39657439
ISSN: 1879-0046
CID: 5762562
Patient experiences in outpatient substance use disorder treatment: A qualitative study exploring both clinical and non-clinical contexts
Choi, Sugy; Choi, Jasmin; O'Grady, Megan; Renteria, Diego; Oueles, Crissy; Liebmann, Eddie; Lincourt, Pat; Jordan, Ashly E; Neighbors, Charles J
BACKGROUND:Addressing the persistent treatment gap in substance use disorder (SUD) remains a critical challenge, with only 13 % of Americans with SUDs receiving necessary treatment. We explored the complexities of engaging in SUD treatment from patients' perspectives and aims to provide a comprehensive understanding of their treatment experiences. METHODS:We conducted semi-structured interviews with 34 patients who had been attending outpatient SUD clinics in New York State for 6 or less months. Participants were recruited from seven clinics using purposive sampling. Interviews were conducted between June and August 2022. We conducted thematic analysis of coded data to explore patients' experiences and preferences while navigating their treatment journeys. RESULTS:Critical elements for a positive treatment experience included cultural humility, confidentiality, consistency, trust, peer counselors with SUD experience, a strong sense of connection, and addressing needs beyond clinical settings. These included assistance with housing and employment, participation in external clinic events, and access to amenities like coffee and snacks. Participants favored holistic treatment approaches integrating mental health and involving peer recovery counselors. However, participants also identified ineffective aspects, including rigid and generic approaches, stigmatizing attitudes, and challenges related to communities and environmental influences. CONCLUSION/CONCLUSIONS:The study highlights the multifaceted nature of outpatient SUD treatment, emphasizing the integration of patient-centered, holistic, and culturally competent approaches. Tailoring interventions to individual circumstances and acknowledging the diverse needs of patients are imperative for effective healthcare practices.
PMID: 39557341
ISSN: 2949-8759
CID: 5758222
Reduced Education-Related Health Coverage Disparities Among Asian American Adults After the ACA [Letter]
Cheon, Heejoo; Ko, Hansoo; Kim, Jinwoo; Choi, Sugy
PMCID:11347501
PMID: 38926323
ISSN: 1525-1497
CID: 5729362
Advocating Disaggregating "Othering" of Racial-Ethnic Groups: Addressing Overall Substance Use and Mental Health Among Diverse Youth Populations [Comment]
Choi, Sugy; Yi, Stella S
PMID: 39168562
ISSN: 1873-2607
CID: 5680812
Racial and Ethnic Disparities in Take-Home Methadone Use for Medicare Beneficiaries With Opioid Use Disorder
Choi, Sugy; Zhang, Yutong; Unruh, Mark Aaron; McGinty, Emma E; Jung, Hye-Young
PMCID:11364990
PMID: 39212993
ISSN: 2574-3805
CID: 5702072