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Predictive validity of the New York State Level of Care for Alcohol and Drug Treatment Referral (LOCADTR) for continuous engagement in treatment among individuals recommended for outpatient care
Neighbors, Charles J; Hussain, Shazia; O'Grady, Megan; Manseau, Marc; Choi, Sugy; Hu, Xiaojing; Burke, Constance; Lincourt, Pat
BACKGROUND:The New York State (NYS) Level of Care for Alcohol and Drug Treatment Referral (LOCADTR) was launched in 2015 to determine the most appropriate level of care for individuals seeking addiction treatment. However, research has not studied its predictive validity. We examined the predictive validity of the LOCADTR recommendation for outpatient treatment by determining whether those who entered a level of care (LOC) concordant with the LOCADTR recommendation differed in continuous engagement in treatment compared to those who entered a discordant LOC. METHODS:The study combined data from two NYS administrative sources, the LOCADTR database and a treatment registry. The study examined characteristics of the clients who entered concordant and discordant LOCs as well as tested for differences in continuous engagement of clients who entered discordant care compared to a propensity score-matched comparison group of clients who entered the concordant LOC. RESULTS:Among clients for whom the LOCADTR recommended the outpatient LOC, concordant clients who entered the outpatient LOC were more likely to be retained in care than discordant clients who entered the inpatient LOC (aORÂ =Â 0.53; 95% CIÂ =Â 0.36, 0.77). We did not observe statistical differences in continuous engagement among clients who were recommended for outpatient and entered that LOC versus those who entered the outpatient rehabilitation LOC instead (aORÂ =Â 1.08; 95% CIÂ =Â 0.90, 1.30). CONCLUSION/CONCLUSIONS:This study provides support for predictive validity of recommendations stemming from the LOCADTR. Clients, treatment providers, and payers benefited from a tool that provides clear guidance and predictively valid recommendations for treatment placement. The study found that clients were more likely to be retained in treatment for 6Â months or longer if admitted to outpatient care, as recommended by the LOCADTR algorithm, rather than to inpatient treatment. One factor accounting for the longer engagement in outpatient care is the low level of continuity of care among patients being discharged from inpatient treatment.
PMID: 34272131
ISSN: 1873-6483
CID: 4945952
Shorter outpatient wait-times for buprenorphine are associated with linkage to care post-hospital discharge
Roy, Payel J; Price, Ryan; Choi, Sugy; Weinstein, Zoe M; Bernstein, Edward; Cunningham, Chinazo O; Walley, Alexander Y
BACKGROUND:Inpatient addiction consult services (ACS) lower barriers to accessing medications for opioid use disorder (MOUD), however not every patient recommended for MOUD links to outpatient care. We hypothesized that fewer days between discharge date and outpatient appointment date was associated with improved linkage to buprenorphine treatment among patients evaluated by an ACS. METHODS:We extracted appointment and demographic data from electronic medical records and conducted retrospective chart review of adults diagnosed with opioid use disorder (OUD) evaluated by an ACS in Boston, MA between July 2015 and August 2017. These patients were initiated on or recommended buprenorphine treatment on discharge and provided follow-up appointment at our hospital post-discharge. Multivariable logistic regression assessed whether arrival to the appointment post-discharge was associated with shorter wait-times (0-1 vs. 2+ days). RESULTS:In total, 142 patients were included. Among patients who had wait-times of 0-1 day, 63 % arrived to their appointment compared to wait-times of 2 or more days (42 %). There were no significant differences between groups based on age, gender, distance of residence from the hospital, insurance status, co-occurring alcohol use disorder diagnosis, or discharge with buprenorphine prescription. After adjusting for covariates, patients with 0-1 day of wait-time had 2.6 times the odds of arriving to their appointment [95 % CI 1.3-5.5] compared to patients who had 2+ days of wait-time. CONCLUSION/CONCLUSIONS:For hospitalized patients with OUD evaluated for initiating MOUD, same- and next-day appointments are associated with increased odds of linkage to outpatient MOUD care post-discharge compared to waiting two or more days.
PMCID:8180499
PMID: 33964730
ISSN: 1879-0046
CID: 4945922
Black clients in expansion states who used opioids were more likely to access medication for opioid use disorder after ACA implementation
Johnson, Natrina L; Choi, Sugy; Herrera, Carolina-Nicole
INTRODUCTION/BACKGROUND:Black people in the United States who use opioids receive less treatment and die from overdoses at higher rates than White people. Medication for opioid use disorder (MOUD) decreases overdose risk. Implementation of the Affordable Care Act (ACA) in the United States was associated with an increase in MOUD. To what extent racial disparity exists in MOUD following ACA implementation remains unclear. Using a national sample of people seeking treatment for opioids (clients), we compared changes in MOUD after the ACA to determine whether implementation was associated with increased MOUD for Black clients relative to White clients. METHODS:We identified 878,110 first episodes for clients with opioids as primary concern from SAMHDA's Treatment Episodes Dataset-Admissions (TEDS-A; 2007-2018). We performed descriptive and logistic regression analyses to estimate odds of MOUD for Black and White clients by Medicaid expansion status. We interacted ACA implementation with racial group and performed subpopulation analyses for Medicaid enrollees and criminal justice-referred clients. RESULTS:In expansion states post-ACA, MOUD increased from 33.6% to 51.3% for White clients and from 36.2% to 61.7% for Black clients. Pre-ACA, Black clients were less likely than White clients to use MOUD (adjusted odds ratio (aOR)Â =Â 0.88, 99th Confidence Interval (CI)Â =Â [0.85, 0.91]), and post-ACA, the change in odds of MOUD did not differ. Criminal justice-referred clients experienced less of a change in odds of MOUD among Black clients than among White clients (aORÂ =Â 0.74, CIÂ =Â [0.62, 0.89]). Among Medicaid-insured clients, the change in odds of MOUD among Black clients was larger (aORÂ =Â 1.16, CIÂ =Â [1.03, 1.30]). In the non-expansion states before 2014, Black clients were less likely to receive MOUD (aORÂ =Â 0.86, CIÂ =Â [0.77, 0.95]) than White clients. After 2014, the change in odds of MOUD increased more for Black clients relative to White clients (aORÂ =Â 1.24, CIÂ =Â [1.07, 1.44]). We did not find significant changes in MOUD for clients referred through the criminal justice system or with Medicaid. CONCLUSION/CONCLUSIONS:The ACA was associated with increased use of MOUD among Black clients and reduction in treatment disparity between Black and White clients. For criminal justice-referred Black clients, disparities in MOUD persist. Black clients with Medicaid in expansion states had the greatest reduction in disparities.
PMID: 34218991
ISSN: 1873-6483
CID: 4945942
Effects of Medicaid Health Homes among people with substance use disorder and another chronic condition on health care utilization and spending: Lessons from New York State
Neighbors, Charles J; Choi, Sugy; Yerneni, Rajeev; Forthal, Sarah; Morgenstern, Jon
INTRODUCTION/BACKGROUND:New York State implemented a Health Homes (HH) care management program to facilitate access to health services for Medicaid enrollees with multiple chronic conditions. This study assessed the impact of HH on health care utilization outcomes among enrollees who have substance use disorder (SUD). METHODS:Using HH enrollment data and Medicaid claims data 1Â year before and after enrollment, this study compared HH enrollees who enrolled between 2012 and 2014 to a statistically matched comparison group created with propensity score methods. Analyses used generalized gamma models, logistic regression models, and difference-in-differences analyses to assess the impact of HH on general (all-cause) health care and SUD-related outpatient, emergency department (ED), hospitalization, and detoxification utilization as well as total Medicaid cost. RESULTS:The sample consisted of 41,229 HH enrollees and a comparison group of 39,471 matched patients. HH-enrolled patients who had SUD utilized less SUD-related ED services (average marginal effect (AME)Â =Â -1.85; 95% CIÂ =Â -2.45, -1.24), SUD-related hospitalizations (AMEÂ =Â -1.28; 95% CI: -1.64, -0.93), and detoxification services (AMEÂ =Â -1.30; 95% CIÂ =Â -1.64, -0.96), relative to the comparison group during the 1Â year post-HH enrollment. SUD-related outpatient visits did not change significantly (AMEÂ =Â -0.28; 95% CIÂ =Â -0.76, 0.19) for enrollees, but general health care outpatient visits increased (AMEÂ =Â 1.63; 95% CIÂ =Â 1.33, 1.93). CONCLUSION/CONCLUSIONS:These findings provide preliminary evidence that care management programs can decrease ED visits and hospitalizations among people with SUD.
PMID: 34098212
ISSN: 1873-6483
CID: 4899662
How do caregivers of children with congenital heart diseases access and navigate the healthcare system in Ethiopia?
Choi, Sugy; Shin, Heesu; Heo, Jongho; Gedlu, Etsegenet; Nega, Berhanu; Moges, Tamirat; Bezabih, Abebe; Park, Jayoung; Kim, Woong-Han
BACKGROUND:Surgery can correct congenital heart defects, but disease management in low- and middle-income countries can be challenging and complex due to a lack of referral system, financial resources, human resources, and infrastructure for surgical and post-operative care. This study investigates the experiences of caregivers of children with CHD accessing the health care system and pediatric cardiac surgery. METHODS:A qualitative study was conducted at a teaching hospital in Ethiopia. We conducted semi-structured interviews with 13 caregivers of 10 patients with CHD who underwent cardiac surgery. We additionally conducted chart reviews for triangulation and verification. Interviews were conducted in Amharic and then translated into English. Data were analyzed according to the principles of interpretive thematic analysis, informed by the candidacy framework. RESULTS:The following four observations emerged from the interviews: (a) most patients were diagnosed with CHD at birth if they were born at a health care facility, but for those born at home, CHD was discovered much later (b) many patients experienced misdiagnoses before seeking care at a large hospital, (c) after diagnosis, patients were waiting for the surgery for more than a year, (d) caregivers felt anxious and optimistic once they were able to schedule the surgical date. During the care-seeking journey, caregivers encountered financial constraints, struggled in a fragmented delivery system, and experienced poor service quality. CONCLUSIONS:Delayed access to care was largely due to the lack of early CHD recognition and financial hardships, related to the inefficient and disorganized health care system. Fee waivers were available to assist low-income children in gaining access to health services or medications, but application information was not readily available. Indirect costs like long-distance travel contributed to this challenge. Overall, improvements must be made for district-level screening and the health care workforce.
PMCID:7852139
PMID: 33526022
ISSN: 1472-6963
CID: 4945902
An evaluation of obstetric ultrasound education program in Nepal using the RE-AIM framework
Kim, Jieun; Shakya, Prabin Raj; Choi, Sugy; Park, Joong Shin; Tamrakar, Suman Raj; Heo, Jongho; Kim, Woong-Han
BACKGROUND:Nepal has a high prevalence of congenital anomaly contributing to high infant mortality. Ultrasound, an important tool to detect congenital anomalies and manage maternity-related risk factors, is not properly used in Nepal because Nepali doctors have limited opportunities for learning ultrasound techniques. Hence, we developed and implemented an ultrasound education program from 2016 to 2018. The objective of this study is to evaluate the education program using the Reach, Effectiveness, Adoption, Implementation, and Maintenance (RE-AIM) framework. METHODS:We conducted a mixed-method study to evaluate each component of RE-AIM. The team collected quantitative data from administrative records, tests, surveys, and an online follow-up survey. Qualitative data were collected from individual in-depth interviews at least a year after the program. The proportions, means, and t-tests were used for quantitative data, and thematic coding for qualitative data. RESULTS:A total of 228 healthcare workers representing 27.3% of the districts of Nepal were reached from 2016 to 2018. The program improved participants' knowledge (29.3, 8.7, and 23.8 increases out of 100, each year, p< 0.001, n=85) and self-confidence (0.6, 0.3, 1.3 increases out of 4.0, p< 0.01, n=111). The participants were highly satisfied with the program (4.2, 4.1, and 4.0 out of 5.0, n=162). Among the respondents of the online follow-up survey (n=28), 60.7% had used ultrasound in their daily practice after the education program, and a medical institution established an ultrasound training center. The absence of clear accreditation and practical guidelines in ultrasound use were presented as barriers for adoption and maintenance. CONCLUSION/CONCLUSIONS:The program was successful in improving participant's knowledge and self-confidence in ultrasound techniques and showed great potential for the adoption and maintenance of the techniques in their practice. Continuous implementation of the program and institutional policy changes to facilitate ultrasound use may increase the ultrasound use and improve ultrasound service quality in Nepal.
PMCID:7809758
PMID: 33446193
ISSN: 1472-6920
CID: 4945892
The landscape of academic global surgery: A rapid review
Park, Jayoung; Cheoun, Mee Lang; Choi, Sugy; Heo, Jongho; Kim, Woong Han
Interest in academic global surgery, which comprises clinical, educational, and research collaborations to improve surgical care between academic surgeons in high-income countries and low- and middle-income countries (LMICs) and their corresponding academic institutions, has grown over the years. However, there is no collective knowledge of academic global surgery. Thus, this review aims to understand the current landscape of academic global surgery and discuss future directions. A rapid review, a streamlined approach, was conducted to identify and summarize emerging studies systematically. The keywords applied in the search strategy were "global surgery" and "academic programs". The total number of retrieved articles in PubMed was 390, and after the investigation, 20 articles were extensively reviewed for the result section. According to the results, this study provided findings regarding: (I) perceptions of residents, faculty, and surgical program directors toward academic global surgery programs, (II) key program characteristics of implemented academic global surgery programs, and (III) evaluation results of available academic global surgery programs. We also drew lessons and challenges for a useful guide for future academic global surgery research and the development of optimal educational programs. This review identified a small but rich set of information on academic global surgery. Further research and discussion are needed on how to successfully incorporate the academic global surgery program into medical institutions.
SCOPUS:85110119616
ISSN: 2520-0054
CID: 4951412
Hepatitis C Virus Screening among Medicaid-Insured Individuals with Opioid Use Disorder across Substance Use Disorder Treatment Settings
Choi, Sugy; Healy, Shannon; Shapoval, Liudmila; Forthal, Sarah; Neighbors, Charles J
Objective: Although the rapid increase in opioid use disorders (OUD) and concurrent increase in Hepatitis C virus (HCV) in the United States is well-documented, little is known about HCV testing among high-risk populations. We examine patterns of HCV testing across OUD treatment settings for individuals with OUD in New York. Methods: Using 2014 New York Medicaid claims data, we identified OUD diagnosis, OUD treatment (methadone, buprenorphine, naltrexone, other treatment (inpatient or outpatient non-medication-based psychosocial treatment, such as psychotherapy) and no treatment) utilization and HCV-testing status among beneficiaries. We performed multivariable logistic regression to identify factors associated with HCV screening across OUD treatment settings. Results: 79,764 individuals with OUD diagnoses were identified in 2014. The prevalence of HCV screening was 32.4%, 16.2%, 20.6%, 16.8%, and 18.1% for those receiving methadone, buprenorphine, naltrexone, other treatment, and no treatment, respectively. In the adjusted logistic regression, those receiving any OUD treatment had greater odds of being screened, with the highest odds among methadone clients. Conclusions: Engagement in medication for OUD is associated with increased HCV testing. Findings indicate the importance of access to medication-based treatment for OUD and a need to further improve HCV screening rates.
PMID: 33345680
ISSN: 1532-2491
CID: 4726192
Evaluation of a Ten-Year Team-Based Collaborative Capacity-Building Program for Pediatric Cardiac Surgery in Uzbekistan: Lessons and Implications
Han, Seungheon; Choi, Sugy; Heo, Jongho; Park, Jayoung; Kim, Woong-Han
Background:Most children who have congenital heart disease in low- and middle-income countries (LMICs), including Uzbekistan, do not receive adequate and timely pediatric cardiac surgical care. To strengthen the surgical capacity of a local pediatric cardiac surgery team in Tashkent, Uzbekistan, the JW LEE Center for Global Medicine at Seoul National University College of Medicine has developed a team-based training program and has been collaboratively conducting surgeries and care in order to transfer on-site knowledge and skills from 2009 to 2019. Objectives:To evaluate the long-term effects of the collaborative program on the cardiac surgical capacity of medical staff (teamwork, surgical complexity, and patients' pre-surgical weights) as well as changes in the lives of the patients and their families. To derive lessons and challenges for other pediatric cardiac surgical programs in LMICs. Methods:To assess the effects of this ten-year long program, a mixed-methods design was developed to examine the trend of surgical complexity measured by Risk Adjustment for Congenital Heart Surgery 1 score (RACHS-1) and patients' pre-surgical weights via medical record review (surgical cases: n = 107) during the decade. Qualitative data was analyzed from in-depth interviews (n = 31) with Uzbek and Korean medical staff (n = 10; n = 4) and caregivers (n = 17). Findings:During the decade, the average RACHS-1 of the cases increased from 1.9 in 2010 to 2.78 in 2019. The average weight of patients decreased by 2.8 kg from 13 kg to 10.2 kg during the decade. Qualitative findings show that the surgical capacity, as well as attitudes toward patients and colleagues of the Uzbek medical staff, improved through the effective collaboration between the Uzbek and Korean teams. Changes in the lives of patients and their families were also found following successful surgery. Conclusions:Team-based training of the workforce in Uzbekistan was effective in improving the surgical skills, teamwork, and attitudes of medical staff, in addition, a positive impact on the life of patients and their families was demonstrated. It can be an effective solution to facilitate improvements in pediatric cardiovascular disease in LMICs if training is sustained over a long period.
PMCID:7453966
PMID: 32898196
ISSN: 2214-9996
CID: 4945882
Outcomes of trauma education workshop in Vietnam: improving diagnostic and surgical skills
Choi, Sugy; Kim, Jieun; Heo, Jongho; Nguyen, Dung Thi Ngoc; Nguyen, Son Hong; Kim, Woong-Han
BACKGROUND:Unintentional injuries have emerged as a significant public health issue in low- and middle-income countries (LMIC), especially in Vietnam, where there is a poor quality of care for trauma. A scarcity of formal and informal training opportunities contributes to a lack of structure for treating trauma in Vietnam. A collaborative trauma education project by the JW LEE Center for Global Medicine in South Korea and the Military Hospital 175 in Vietnam was implemented to enhance trauma care capacity among medical staff across Ho Chi Minh City in 2018. We aimed to evaluate a part of the trauma education project, a one-day workshop that targeted improving diagnostic and surgical skills among the medical staff (physicians and nurses). METHODS:A one-day workshop was offered to medical staff across Ho Chi Minh City, Vietnam in 2018. The workshop was implemented to enhance the trauma care knowledge of providers and to provide practical and applicable diagnostic and surgical skills. To evaluate the workshop outcomes, we utilized a mixed-methods survey data. All participants (n = 27) voluntarily completed the post-workshop questionnaire. Quality of contents, satisfaction with teaching skills, and perceived benefit were used as outcomes of the workshop, measured by 5-point Likert scales (score: 1-5). Descriptive statistics were performed, and open-ended questions were analyzed by recurring themes. RESULTS:The results from the post-workshop questionnaire demonstrated that the participants were highly satisfied with the quality of the workshop contents (mean = 4.32 standard deviation (SD) = 0.62). The mean score of the satisfaction regarding the teaching skills was 4.19 (SD = 0.61). The mean score of the perceived benefit from the workshop was 4.17 (SD = 0.63). The open-ended questions revealed that the program improved their knowledge in complex orthopedic surgeries neglected prior to training. CONCLUSIONS:Positive learning experiences highlighted the need for the continuation of the international collaboration of skill development and capacity building for trauma care in Vietnam and other LMIC.
PMCID:7429821
PMID: 32799850
ISSN: 1472-6920
CID: 4945872