Disorder Treatment Programs Research Articles

The Support Hospital Opioid Use Disorder Treatment (SHOUT) Texas program implementation strategy for expanding treatment for hospitalized adults with opioid use disorder

IntroductionIn 2017, we launched the “B-Team” (buprenorphine team), the first hospitalist-led opioid use disorder (OUD) treatment program in Texas. Based on initial success, we obtained funding from Texas Health & Human Services to expand the model to other hospitals in Texas through the Support Hospital Opioid Use Disorder Treatment (SHOUT) Texas program. MethodsThis is a mixed methods study of the implementation of the SHOUT program, which is an OUD treatment intervention, in different hospitals in Texas. Our implementation approach combined training, tailoring, and technical assistance following the Replicating Effective Programs (REP) strategy with statewide telementoring delivered via Project ECHO. To evaluate the reach, adoption, and impact of SHOUT Texas, we assessed: 1) participating hospitals (adoption); 2) patients screened for OUD (impact); 3) patients started on medications for OUD (impact); 4) patients discharged with coordinated outpatient care (impact); 5) providers and staff trained via ECHO (reach); and 6) satisfaction with ECHO training (impact). Additionally, semi-structured interviews were conducted with key stakeholders at expansion sites to identify strengths and weaknesses of the implementation strategy and supports and barriers to successful implementation. Rapid qualitative analysis was completed by a team of analysts who transcribed and summarized interviews to identify key domains of interest and emergent themes. ResultsBetween 2020 and 2023, the SHOUT Texas program expanded to three additional Texas hospital sites, resulting in 3065 hospitalized adult patients starting treatment for OUD. More than 2500 interprofessional clinicians (physicians, nurses, physician assistants, social workers) received SHOUT training regarding inpatient initiation of OUD treatment, with 241 attending at least one hour-long Project ECHO session. Eight key stakeholders at expansion sites were interviewed. Successful components of the SHOUT program included training resources, in-person launches, and collaboration with specialized addiction treatment subject matter experts. Challenges included identifying outpatient follow-up, pharmacy and medication constraints, and nursing education barriers. Interviews also identified lessons learned, advice to other hospitals, and next steps to build capacity. ConclusionsImplementation of the SHOUT Texas model across diverse hospital settings using REP and Project ECHO resulted in significant provider engagement and rapid increase in the number of patients initiating OUD treatment during hospitalization. Lessons learned from this novel approach may be applicable in other states, particularly those that have not expanded Medicaid.

Racial and gender differences in relapse potential and treatment acceptance among rural residents in a substance use disorder treatment program.

To examine racial and gender differences in treatment acceptance and relapse potential among rural residents admitted to a substance use disorder (SUD) treatment program. A cross-sectional study using data collected from a sample of 1850 rural residents admitted to a South Carolina state-run SUD treatment center between the years of 2018 and 2020. Chi-square and t-tests were used to compare treatment acceptance and relapse potential by race and gender. Multivariate logistic regression analyses was conducted to further examine the relationship of race and gender with treatment acceptance and relapse potential after adjusting for potential confounding variables. Approximately 50% of participants were classified as being accepting of their treatment and committed to changing their substance use, and there were no racial or gender differences in the bivariate and multivariate analyses. Approximately 25% of participants were classified as having low/no potential risk for relapsing, and there were no racial or gender differences in the bivariate analysis. However, the adjusted odds ratio of relapsing risk were lower among White compared to Black adults [AOR = 0.49 with 95% CI (0.31-0.77)]. This study suggests there are no gender or racial differences in treatment acceptance for SUD but that Black adults are at greater risk of relapsing relative to White adults. Additional research is needed to identify factors that increase Black adults' risk for relapse to inform interventions that can improve SUD treatment outcomes in this population.

Characterizing Multisystem Barriers to Women's Residential SUD Treatment: A Multisite Qualitative Analysis in Los Angeles.

Residential substance use disorder (SUD) treatment programs are challenged by the differing values of the problem-solving court (PSC) and child welfare (CW) systems, along with communication barriers between staff. This study aimed to understand, from the viewpoints of SUD treatment providers, how divergent values and communication barriers adversely affect women's residential SUD treatment. We conducted qualitative semistructured interviews with 18 SUD treatment clinicians and six directors from four women's residential SUD treatment programs. Using a thematic analysis framework, we identified salient themes across specified codes. Analysis revealed six main themes, suggesting differing values and communication barriers across the SUD, PSC, and CW systems adversely affect the provision of SUD treatment. For differing values, three main themes emerged: (a) unaddressed trauma and fear of mental health treatment seeking; (b) perceptions of mothers with a SUD; and (c) the Adoption and Safe Families Act (ASFA) timeline as a barrier to SUD treatment provision. For communication barriers, three themes emerged: (a) inadequate communication and responsiveness with PSC and CW systems adversely affect treatment coordination, induce patient stress, and treatment disengagement; (b) lack of PSC and CW communication regarding child visitation planning adversely affects treatment motivation and retention; and (c) competing ASFA, PSC, and CW priorities and inadequate cross-system communication adversely affect treatment planning. Treatment providers face significant barriers in providing effective treatment to women simultaneously involved in the CW and PSC systems. Aligning values and addressing communication barriers, changes in policy, and enhanced cross-system training are crucial. Additionally, it is essential to reevaluate the ASFA timeline to align with the long-term treatment needs of mothers with a SUD. Further research should explore the viewpoints of patients, CW, and PSC staff to gain deeper insights into these SUD treatment barriers.

An opt-out tobacco treatment group intervention within an intensive substance use disorders treatment program: Initial outcomes in the Veterans Health Administration.

Despite steadily declining rates of tobacco use in the United States, individuals suffering from substance use disorders (SUD) and other mental illnesses continue to use tobacco at alarmingly high rates, resulting in increased mortality. Given the synergistic consequences to those who suffer from both tobacco use disorders (TUD) and other SUD, embedding tobacco treatment into structured SUD programs using an opt-out approach may yield a greater impact. The current study compares clinical outcomes (i.e., quit attempts and prescription of tobacco cessation medications) for an opt-out versus opt-in approach to tobacco treatment. Tobacco use information was collected prior to and after implementation of an opt-out, eight-session, tobacco group treatment intervention. Patient self-report and medical chart review were utilized to identify individuals who began a tobacco cessation medication during treatment as well as those who reported quitting tobacco, defined as sustained tobacco abstinence for at least seven days. The analysis includes a total of N = 332 Veterans who enrolled in the Intensive Outpatient Program (IOP). Those enrolled in the opt-out tobacco treatment group reported a significantly higher rate of quitting tobacco (24.57%) than those in the opt-in group (2.55%; p <.001). Likewise, the opt-out group was prescribed tobacco cessation medications at a significantly higher rate than the opt-in group (55.00% compared to 14.65%; p <.001). An opt-out treatment approach to TUD in SUD treatment settings produced improved outcomes, including significantly more patients engaged in TUD treatment and a higher overall rate of SUD treatment completion. Given the disproportionately high rate of tobacco use among those seeking treatment for SUD, enhanced tobacco cessation interventions could result in both improved tobacco as well as other substance use outcomes. The implementation of an opt-out tobacco treatment intervention embedded into SUD programming is supported by our findings of reduced tobacco use among patients.

Schorr at AATOD: Making the system ‘kinder’

The AATOD conference was a great success, noted Allegra Schorr, B.S., who is President of the Coalition of Medication Assisted Treatment Providers and Advocates (COMPA) and owner and vice president of West Midtown Medical Group, an opioid treatment program (OTP), outpatient substance use disorder treatment program, and primary care program in New York City. The board meeting centered on changes to the guidelines (42 CFR Part 8) for OTPs, with widespeard agreement that the federal changes are “extremely positive,” Schorr told ADAW. “There was some discussion regarding interpretation of the change to the counseling requirement,” she said, adding that there is a need for greater clarification.

AATOD Update from New York: Mobile vans, more

At the American Association for the Treatment of Opioid Dependence (AATOD) meeting in Las Vegas last week, Allegra Schorr, M.S., delegate to the AATOD borad from New York, presented highlights from key initiatives for her state. Schorr is President of the Coalition of Medication Assisted Treatment Providers and Advocates (COMPA) and owner and vice president of West Midtown Medical Group, and opioid treatment program (OTP), outpatient substance use disorder treatment program, and primary care provider.

Impulsivity and reward and punishment sensitivity among patients admitted to a specialized inpatient eating disorder treatment program.

Eating disorders (EDs) are conceptualized as disorders of under- and over-control, with impulsivity reflecting under-control. Extant research indicates that impulsivity and related factors such as reward sensitivity and punishment sensitivity may serve as trait-level transdiagnostic risk and/or maintenance factors in EDs. Findings on impulsivity and reward and punishment sensitivity by diagnosis are mixed and research on the relationship between these factors and ED symptoms, hospital course, and treatment outcomes is limited. Participants (N = 228) were patients admitted to a specialized inpatient behavioral treatment program for EDs who agreed to participate in a longitudinal study and completed self-report measures of impulsivity, reward sensitivity, and punishment sensitivity at admission. Weight and ED symptomatology were measured at admission and discharge. Hospital course variables included length of stay and premature treatment dropout. Impulsivity was lower in individuals with anorexia nervosa (AN) restricting type compared to those with AN binge/purge type or bulimia nervosa; no other group differences were observed. Higher impulsivity was associated with greater bulimic symptoms on the Eating Disorder Inventory 2 (EDI-2) at admission. Impulsivity was not related to ED symptoms, weight outcomes, length of hospital stay, or treatment dropout at program discharge. Impulsivity may help distinguish restrictive versus binge/purge EDs, but does not necessarily relate to discharge outcomes in an intensive inpatient ED program. Findings from this study provide novel contributions to the literature on personality traits in EDs and have important clinical implications. Results suggest that patients with higher levels of impulsivity or reward and punishment sensitivity can be expected to respond to inpatient treatment. Suggestions for future research are discussed.

Hepatology consultation is associated with decreased early return to alcohol use after discharge from an inpatient alcohol use disorder treatment program.

Alcohol cessation is the only intervention that both prevents and halts the progressions of alcohol-associated liver disease. The aim of this study was to assess the relationship between a return to alcohol use and consultation with hepatology in treatment-seeking patients with alcohol use disorder (AUD). Two hundred forty-two patients with AUD were enrolled in an inpatient treatment program, with hepatology consultation provided for 143 (59%) patients at the request of the primary team. Patients not seen by hepatology served as controls. The primary outcome was any alcohol use after discharge assessed using AUDIT-C at 26 weeks after discharge. For the primary endpoint, AUDIT at week 26, 61% of the hepatology group and 28% of the controls completed the questionnaire (p=0.07). For the secondary endpoint at week 52, these numbers were 22% and 11% (p = 0.6). At week 26, 39 (45%) patients in the hepatology group versus 31 (70%) controls (p = 0.006) returned to alcohol use. Patients evaluated by hepatology had decreased rates of hazardous alcohol use compared to controls, with 36 (41%) versus 29 (66%) (p = 0.008) of the patients, respectively, reporting hazardous use. There were no significant differences in baseline characteristics between groups and no difference in rates of prescribing AUD therapy. There was no difference in outcomes at 52 weeks. Patients evaluated by hepatology had significantly lower rates of return to alcohol use and lower rates of hazardous drinking at 26 weeks but not at 52 weeks. These findings suggest that hepatology evaluation during inpatient treatment of AUD may lead to decreased rates of early return to alcohol use.

Risk factors for dropout from psychological substance use disorder treatment programs in criminal justice settings

BackgroundSubstance use disorders are highly prevalent in people within the criminal justice system. Psychological programs are the most common type of treatment available and have been shown to decrease recidivism, but dropping out of treatment is common. Risk factors associated with treatment dropout remain unclear in this setting, and whether the risk factors differ by treatment form (group-based vs. individual). MethodsOutcome (treatment dropout) was defined as not finishing the program due to client’s own wish, misbehavior, no-shows, or because program leader found client to be unsuitable. Predictors of treatment dropout included a comprehensive set of individual-level clinical, socioeconomic, and crime-related pre-treatment characteristics. Multivariable regression models were used to estimate the associations between predictors and dropout. FindingsThe study cohort included 5239 criminal justice clients who participated in a psychological treatment program (group-based or individual). Multivariable logistic regression models showed that female sex (OR=1.64, 95% CI 1.20–2.25), age (0.99, [0.97–1.00]), sentence length (0.98, [0.97–0.98]), higher education (0.54, [0.28–1.00]), number of violent offenses (1.03, [1.01–1.05]), and anxiety disorders (1.32, [1.01–1.72]) were associated with dropout from the individual treatment program. For the group-based program, age (OR=0.98, 95% CI 0.96–1.00), sentence length (OR=0.96, 95% CI 0.94–0.98), stimulant use disorder (OR=1.48, 95%, 1.00–2.19), and self-harm (OR 1.52, 95% CI 1.00–2.34) were associated with dropout. ConclusionsWe identified certain sociodemographic, crime-related, and clinical characteristics that were particularly important in predicting dropout from psychological treatment. Further, we find that there are similarities and differences in predictors of dropout from group-based and individual treatment forms.

Prevalence and predictors of medication for opioid use disorder among reproductive-aged women

BackgroundWomen of reproductive age would benefit from treatment of opioid use disorder (OUD) prior to pregnancy to improve maternal and infant outcomes. In this study, we aimed to identify the prevalence of medication for OUD (MOUD) and characterize correlates of MOUD receipt among 12–49-year-old women with OUD seeking treatment in publicly funded substance use disorder treatment programs at the time of their first treatment episode. MethodsThis cross-sectional study explores the demographic and clinical characteristics of women of reproductive age with OUD receiving publicly funded substance use treatment services. We used data from the concatenated 2015–2021 Treatment Episode Data Set–Admissions (TEDS-A), which documents demographic and clinical characteristics of patient admissions to publicly funded substance use treatment services in the United States. ResultsIn the sample of females aged 12–49 with no prior treatment admissions and primary OUD (n=325,512), 40.53% received MOUD (n=131,930), including 39.40% of non-pregnant women (n=115,315) and 52.79% of pregnant women (n=8423). Pregnant women had significantly higher odds of receiving MOUD (aOR = 2.42, 95%CI: 2.30, 2.54) compared to non-pregnant women. Non-white race, treatment setting, and treatment self-referral were also associated with higher levels of MOUD. ConclusionsWe identified a significant unmet need among both pregnant and non-pregnant women with OUD seeking care in publicly funded treatment clinics. While women who are pregnant are significantly more likely to receive evidence-based treatment with MOUD, still 47.21% of pregnant women did not receive MOUD. All reproductive-aged women with OUD should be offered evidence-based treatment options, including MOUD.

Weight gained during treatment predicts 6-month body mass index in a large sample of patients with anorexia nervosa using ensemble machine learning.

This study used machine learning methods to analyze data on treatment outcomes from individuals with anorexia nervosa admitted to a specialized eating disorders treatment program. Of 368 individuals with anorexia nervosa (209 adolescents and 159 adults), 160 individuals had data available for a 6-month follow-up analysis. Participants were treated in a 6-day-per-week partial-hospital program. Participants were assessed for eating disorder-specific and non-specific psychopathology. The analyses used established machine learning procedures combined in an ensemble model from support vector machine learning, random forest prediction, and the elastic net regularized regression with an exploration (training; 75%) and confirmation (test; 25%) split of the data. The models predicting body mass index (BMI) at 6-month follow-up explained a 28.6% variance in the training set (n = 120). The model had good performance in predicting 6-month BMI in the test dataset (n = 40), with predicted BMI significantly correlating with actual BMI (r = .51, p = 0.01). The change in BMI from admission to discharge was the most important predictor, strongly correlating with reported BMI at 6-month follow-up (r = .55). Behavioral variables were much less predictive of BMI outcome. Results were similar for z-transformed BMI in the adolescent-only group. Length of stay was most predictive of weight gain in treatment (r = .56) but did not predict longer-term BMI. This study, using an agnostic ensemble machine learning approach in the largest to-date sample of individuals with anorexia nervosa, suggests that achieving weight gain goals in treatment predicts longer-term weight-related outcomes. Other potential predictors, personality, mood, or eating disorder-specific symptoms were relatively much less predictive. The results from this study indicate that the amount of weight gained during treatment predicts BMI 6 months after discharge from a high level of care. This suggests that patients require sufficient time in a higher level of care treatment to meet their specific weight goals and be able to maintain normal weight.

Efficacy of Learning Disorder Treatment for Reading or Mathematics Disorders: An Open Study.

This study aimed to identify the effectiveness of treatment programs for children with reading (RD) or mathematics disorders (MD). Structured treatment programs were developed to improve phonological awareness and number sense among children and adolescents with RD or MD, respectively, and the effectiveness of the learning disorder treatment programs were evaluated. We used standardized, objective diagnostic, and evaluation tools not only to recruit participants with RD, MD, or comorbid attention deficit and hyperactivity disorder, but also to assess the effectiveness of the treatments regarding both improved core neurocognitive deficits of RD or MD and academic achievement. Forty children with RD or MD received one-on-one treatments from therapists. In the RD group, treatment effects were observed in all subtests. In the word and paragraph reading tests, the accuracy rates and fluency improved. The results of the phonological working memory test, word-sound correspondence test, and rapid automatic naming tests also improved. In the MD group, the accuracy rate and fluency on the arithmetic test improved. An increase in the accuracy rate in the size and distance comparison tests and a decrease in the error rate in the estimation test were also observed. However, there were no improvements in reaction time in these subtests. Learning disorder treatment programs that focus on improving phonological awareness or number sense in children with RD or MD improved achievement, phonological awareness, and number sense.

Reducing tobacco and nicotine use among women in treatment for substance use disorder: evaluation of the knit to quit program

ABSTRACT Introduction Tobacco and nicotine use are prevalent in residential substance use disorder (SUD) treatment programs that serve pregnant and parenting women. This study evaluated a group intervention that integrates knitting instruction, psychoeducation, and social support to improve readiness to quit and reduce tobacco and nicotine use among this population. Methods Clients and staff in four residential SUD treatment programs were assigned to a six-week group intervention or a wait-list control group. Intervention implementation and preliminary effectiveness were assessed using surveys, interviews, and observational measures. Results From pre- to post-test, knowledge related to tobacco and nicotine use increased and number of cigarettes smoked per day and nicotine dependence decreased, on average. Additionally, the intervention group reported lower levels of nicotine dependence relative to the control group. Participants described knitting as an enjoyable replacement for smoking and a strategy to regulate stress and emotions. Conclusions Smoking cessation interventions that include knitting are promising and warrant further testing.

Mental health facilities with eating disorder treatment programs and substance use disorder treatment in the United States

ABSTRACT Eating disorders (EDs) and substance use disorders (SUDs) often co-occur. However, not all providers that treat persons with an ED provide SUD treatment. Using the National Mental Health Services Survey, this study examined 1,387 ED treatment providers in the U.S. Facilities were categorized according to whether they provided SUD treatment. Differences based on facilities’ profit status, available treatment settings, payment options, and treatment services were examined. Most ED facilities in the sample offered SUD treatment services (67.2%). Differences in proportions of the facility type, availability of outpatient treatment, sliding fee scale payment option, whether the facility had a program for individuals with co-occurring mental health and SUD, couples/family therapy, dual disorders treatment, and if the facility provided telemedicine/telehealth were identified. Although most facilities in this sample offered SUD services, more should be done to increase such facilities’ capacity to provide treatment for co-occurring ED and SUD nationwide.

Referral to and engagement in substance use disorder treatment within opioid intervention courts in New York: a qualitative study of implementation barriers and facilitators

BackgroundPeople with opioid use disorder (OUD) are frequently in contact with the court system and have markedly higher rates of fatal opioid overdose. Opioid intervention courts (OIC) were developed to address increasing rates of opioid overdose among court defendants by engaging court staff in identification of treatment need and referral for opioid-related services and building collaborations between the court and OUD treatment systems. The study goal was to understand implementation barriers and facilitators in referring and engaging OIC clients in OUD treatment.MethodsSemi-structured interviews were conducted with OIC stakeholders (n = 46) in 10 New York counties in the United States, including court coordinators, court case managers, and substance use disorder treatment clinic counselors, administrators, and peers. Interviews were recorded and transcribed and thematic analysis was conducted, guided by the Exploration, Preparation, Implementation, Sustainment (EPIS) framework, employing both inductive and deductive coding.ResultsResults were conceptualized using EPIS inner (i.e., courts) and outer (i.e., OUD treatment providers) implementation contexts and bridging factors that impacted referral and engagement to OUD treatment from the OIC. Inner factors that facilitated OIC implementation included OIC philosophy (e.g., non-punitive, access-oriented), court organizational structure (e.g., strong court staff connectedness), and OIC court staff and client characteristics (e.g., positive medications for OUD [MOUD] attitudes). The latter two also served as barriers (e.g., lack of formalized procedures; stigma toward MOUD). Two outer context entities impacted OIC implementation as both barriers and facilitators: substance use disorder treatment programs (e.g., attitudes toward the OIC and MOUD; operational characteristics) and community environments (e.g., attitudes toward the opioid epidemic). The COVID-19 pandemic and bail reform were macro-outer context factors that negatively impacted OIC implementation. Facilitating bridging factors included staffing practices that bridged court and treatment systems (e.g., peers); barriers included communication and cultural differences between systems (e.g., differing expectations about OIC client success).ConclusionsThis study identified key barriers and facilitators that OICs may consider as this model expands in the United States. Referral to and engagement in OUD treatment within the OIC context requires ongoing efforts to bridge the treatment and court systems, and reduce stigma around MOUD.

193. Characteristics of Adolescents and Young Adults Associated With Long-Term Retention Within an Office-Based Opioid Use Disorder Treatment Program

193. Characteristics of Adolescents and Young Adults Associated With Long-Term Retention Within an Office-Based Opioid Use Disorder Treatment Program

Drug preparation, injection-related infections, and harm reduction practices among a national sample of individuals entering treatment for opioid use disorder

BackgroundThe rise in injection drug use in the USA has led to an increase in injection site infections. We performed a national survey of people who use drugs to evaluate common drug use preparation, harm reduction practices, and experiences with injection site infections.MethodsA survey was disseminated to members of the Survey of Key Informants’ Patients Program from 2021 to 2022 and distributed to patients 18 years or older newly entering one of 68 substance use disorder treatment programs across the USA with a primary diagnosis of an opioid use disorder. Participants were surveyed about practices when preparing and using drugs, along with self-reported infections and drug use complications.Results1289 participants responded to the survey. Sexually transmitted infections were common, with 37.6% reporting ever having had any sexually transmitted infection. Injection-associated infections had affected 63.4% of participants who had ever used injection drugs. Many respondents reported not seeking professional medical assistance for infection management, including 29% draining abscesses without seeking medical care and 22.8% obtaining antibiotics through non-healthcare sources. Non-sterile injection practices included sharing needles with others who were febrile or ill (18%), using needles previously used to drain wounds/abscesses (9.9%) for subsequent injection drug use, and licking needles (21.2%).ConclusionPatients entering treatment for opioid use disorder reported a high burden of infectious diseases. A number of easily-modifiable high risk behaviors for developing injection-related infections were identified. Efforts are needed to disseminate targeted harm reduction education to PWID on how to reduce their risks for injection-related infections.

Residual posttraumatic stress disorder and depression symptoms following a residential posttraumatic stress disorder treatment program for U.S. active duty service members.

Even after the most effective posttraumatic stress disorder (PTSD) treatments, symptoms often persist. Understanding residual symptoms is particularly relevant in military populations, who may be less responsive to PTSD interventions. The sample consisted of 282 male service members who engaged in a residential PTSD treatment program at a military treatment facility that provided evidence-based PTSD psychotherapies and adjunctive interventions. PTSD and depression symptoms were assessed before and after treatment and weekly during treatment via the PTSD Checklist-Military Version and Patient Health Questionnaire-8. Logistic regression with Hochberg's step-up procedure compared the likelihood of individual residual symptoms between service members who did (n = 92, 32.6%) and did not (n = 190, 67.4%) experience clinically significant PTSD change (≥ 10-point PTSD Checklist-Military Version reduction). Not achieving clinically significant PTSD change was associated with greater odds of nearly all residual symptoms (OR = 2.03-6.18), excluding two Patient Health Questionnaire-8 items (appetite and psychomotor changes). Among service members experiencing clinically significant PTSD change, concentration difficulties (73.3%), physical reactions to reminders (71.1%), and intrusions (70.8%) were PTSD symptoms most likely to persist. Poor sleep (56.2%), low energy (50.0%), and concentration difficulties (48.3%) were the most common for depression. To our knowledge, this study is the first to examine residual PTSD and depression symptoms following residential PTSD treatment for active duty service members. Given the low rates of clinically significant PTSD change and the high frequency of residual symptoms, strategies may be needed to improve residential PTSD treatment outcomes in the military. (PsycInfo Database Record (c) 2024 APA, all rights reserved).

Supplemental Material for Residual Posttraumatic Stress Disorder and Depression Symptoms Following a Residential Posttraumatic Stress Disorder Treatment Program for U.S. Active Duty Service Members

Supplemental Material for Residual Posttraumatic Stress Disorder and Depression Symptoms Following a Residential Posttraumatic Stress Disorder Treatment Program for U.S. Active Duty Service Members

Longitudinal trajectories of substance use disorder treatment use: A latent class growth analysis using a national cohort in Chile.

Longitudinal studies have revealed that substance use treatment use is often recurrent among patients; the longitudinal patterns and characteristics of those treatment trajectories have received less attention, particularly in the global south. This study aimed to disentangle heterogeneity in treatment use among adult patients in Chile by identifying distinct treatment trajectory groups and factors associated with them. National-level registry-based retrospective cohort. Adults admitted to publicly funded substance use disorder treatment programs in Chile from November 2009 to November 2010 and followed for 9years (n = 6266). Monthly treatment use; type of treatment; ownership of the treatment center; discharge status; primary substance used; sociodemographic. A seven-class treatment trajectory solution was chosen using latent class growth analysis. We identified three trajectory groups that did not recur and had different treatment lengths: Early discontinuation (32%), Less than a year in treatment (19.7%) and Year-long episode, without recurrence (12.3%). We also identified a mixed trajectory group that had a long first treatment or two treatment episodes with a brief time between treatments: Long first treatment, or immediate recurrence (6.3%), and three recurrent treatment trajectory groups: Recurrent and decreasing (14.2%), Early discontinuation with recurrence (9.9%) and Recurrent after long between treatments period (5.7%). Inpatient or outpatient high intensity (vs. outpatient low intensity) at first entry increased the odds of being in the longer one-episode groups compared with the Early discontinuation group. Women had increased odds of belonging to all the recurrent groups. Using cocaine paste (vs. alcohol) as a primary substance decreased the odds of belonging to long one-episode groups. In Chile, people in publicly funded treatment for substance use disorder show seven distinct care trajectories: three groups with different treatment lengths and no recurring episodes, a mixed group with a long first treatment or two treatment episodes with a short between-treatment-episodes period and three recurrent treatment groups.