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Moore J, Castro Y, DiNitto D, Hernandez M, Velasquez M. Sociodemographic and treatment-related determinants of recent substance use among adults with comorbid substance misuse and psychotic disorders discharged from substance use treatment. JOURNAL OF SUBSTANCE USE AND ADDICTION TREATMENT 2024; 161:209349. [PMID: 38494053 DOI: 10.1016/j.josat.2024.209349] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/16/2023] [Revised: 02/04/2024] [Accepted: 02/21/2024] [Indexed: 03/19/2024]
Abstract
INTRODUCTION Rates of alcohol and illicit substance use are higher among persons with psychotic disorders relative to the general population. The adverse health and psychological effects of substance use behaviors disproportionately impact persons with psychotic disorders. Prior research has shown that persons with psychotic disorders experience increased difficulty in reducing substance use behaviors, and interventions targeting substance use behavior change among this population have demonstrated limited effectiveness. One reason for this is that little is known about the factors that influence substance use and behavior change among this population. To address these disparities, the present study investigated sociodemographic and treatment-related factors of substance use recurrence among persons with psychotic disorders who received substance use treatment services. METHODS Data came from the 2015-2018 Treatment Episode Dataset-Discharges (TEDS-D). TEDS-D collects annual data on adolescent and adult discharges from state-certified substance use treatment centers in the United States. The study conducted all analyses with a subsample of 1956 adult discharges with a psychotic disorder who received services from an outpatient substance use treatment center for at least one month. χ2 tests of independence and multivariable logistic regression analyses were used to examine associations of sociodemographic and treatment-related characteristics with substance use recurrence while in treatment (α < 0.05 analyses). The study presents results from multivariable logistic regression models as adjusted odds ratios (AORs) with 95 % confidence intervals (CI). RESULTS Those who were age 50 or older, were referred to treatment by the criminal justice system, and attended substance use self-help groups had lower odds of substance use recurrence while in treatment. Sex, educational attainment, employment status, living situation, type of substance use, and treatment history were not significantly associated with substance use recurrence. CONCLUSIONS In designing treatment services, providers should consider whether focusing on sociodemographic, including cultural, factors can affect more positive substance use behavior change and other desired treatment outcomes among those with psychotic disorders and comorbid substance misuse. Further study is needed to identify these factors among specific subpopulations of those with psychotic disorders and substance misuse.
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Affiliation(s)
- John Moore
- Florida State University, College of Social Work, 296 Champions Way, Tallahassee, FL 32304, United States of America.
| | - Yessenia Castro
- Steve Hicks School of Social Work, The University of Texas at Austin, 1925 San Jacinto Blvd, Austin, TX 78712, United States of America
| | - Diana DiNitto
- Steve Hicks School of Social Work, The University of Texas at Austin, 1925 San Jacinto Blvd, Austin, TX 78712, United States of America
| | - Mercedes Hernandez
- Steve Hicks School of Social Work, The University of Texas at Austin, 1925 San Jacinto Blvd, Austin, TX 78712, United States of America
| | - Mary Velasquez
- Steve Hicks School of Social Work, The University of Texas at Austin, 1925 San Jacinto Blvd, Austin, TX 78712, United States of America
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Bommersbach TJ, Jegede O, Stefanovics EA, Rhee TG, Rosenheck RA. Diagnostic remission of substance use disorders: Racial differences and correlates of remission in a nationally representative sample. J Subst Abuse Treat 2021; 136:108659. [PMID: 34785084 DOI: 10.1016/j.jsat.2021.108659] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2021] [Revised: 08/27/2021] [Accepted: 11/05/2021] [Indexed: 11/25/2022]
Abstract
INTRODUCTION Research has shown racial/ethnic minorities to have similar risk of developing substance use disorders (SUDs) as Whites. However, few studies have compared the likelihood of diagnostic remission (i.e., no longer meeting criteria for current SUDs). METHODS Using nationally representative survey data from the National Epidemiologic Survey on Alcohol and Related Conditions-III (NESARC-III), we examined all adults with lifetime SUDs; compared the proportions experiencing diagnostic remission; and used logistic regression analyses to compare Black, Hispanic, and other racial/ethnic minorities to Whites. The research team initially used bivariate comparisons to identify potentially confounding factors also associated with remission. The study used multivariable-adjusted logistic regression analyses to adjust for these potentially confounding covariates. The team conducted separate analyses for alcohol use disorder (AUD) and drug use disorders (DUDs). RESULTS Of 10,916 individuals with lifetime SUDs, 5120 no longer met criteria for an SUD in the past year (55.2% of White, 34.0% of Black, 38.5% Hispanic, and 40.1% of other individuals). In unadjusted analyses, Black, Hispanic, and others were significantly and about half as likely as Whites to have remitted with odds ratios (ORs) of 0.42 (95% CI 0.36-0.48), 0.51 (0.45-0.58), and 0.55 (0.45-0.65), respectively. The study found similar results for both AUD and DUDs. Adjusting for potentially confounding factors only modestly improved the likelihood of remission among racial/ethnic minorities compared to White individuals. CONCLUSION Minority race/ethnicity is robustly associated with reduced likelihood of diagnostic remission from SUDs even after adjusting for other factors. This study could identify only partial moderators of these disparities; these moderators deserve further study.
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Affiliation(s)
- Tanner J Bommersbach
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT, USA.
| | - Oluwole Jegede
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT, USA
| | - Elina A Stefanovics
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT, USA; U.S. Department of Veterans Affairs New England Mental Illness Research, Education, and Clinical Center, 950 Campbell Avenue, West Haven, CT, USA
| | - Taeho Greg Rhee
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT, USA; U.S. Department of Veterans Affairs New England Mental Illness Research, Education, and Clinical Center, 950 Campbell Avenue, West Haven, CT, USA; Department of Public Health Sciences, University of Connecticut School of Medicine, 263 Farmington Avenue, Farmington, CT, USA
| | - Robert A Rosenheck
- Department of Psychiatry, Yale University School of Medicine, 300 George Street, Suite 901, New Haven, CT, USA; U.S. Department of Veterans Affairs New England Mental Illness Research, Education, and Clinical Center, 950 Campbell Avenue, West Haven, CT, USA
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Sliedrecht W, de Waart R, Witkiewitz K, Roozen HG. Alcohol use disorder relapse factors: A systematic review. Psychiatry Res 2019; 278:97-115. [PMID: 31174033 DOI: 10.1016/j.psychres.2019.05.038] [Citation(s) in RCA: 163] [Impact Index Per Article: 32.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/02/2019] [Revised: 05/23/2019] [Accepted: 05/24/2019] [Indexed: 12/12/2022]
Abstract
A relapsing-remitting course is very common in patients with an Alcohol Use Disorder (AUD). Understanding the determinants associated with alcohol resumption remains a formidable task. This paper examines relapse determinants based on a systematic review of recent alcohol literature (2000-2019). Relevant databases were consulted for articles that contained information about specific relapse determinants and reported statistical significance of each relapse determinant in predicting relapse. Relapse was broadly defined based on the characterization in the included articles. From the initial identified 4613 papers, a total of 321 articles were included. Results encompass multiple relapse determinants, which were ordered according to biopsychosocial and spiritual categories, and presented, using a descriptive methodology. Psychiatric co-morbidity, AUD severity, craving, use of other substances, health and social factors were consistently significantly associated with AUD relapse. Conversely, supportive social network factors, self efficacy, and factors related to purpose and meaning in life, were protective against AUD relapse. Despite heterogeneity in different methods, measures, and sample characteristics, these findings may contribute to a better therapeutic understanding in which specific factors are associated with relapse and those that prevent relapse. Such factors may have a role in a personalized medicine framework to improve patient outcomes.
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Affiliation(s)
- Wilco Sliedrecht
- De Hoop GGZ, Provincialeweg 70, 3329 KP Dordrecht, the Netherlands.
| | - Ranne de Waart
- Mentrum/Arkin, Wisselwerking 46-48, 1112 XR Diemen, the Netherlands.
| | - Katie Witkiewitz
- The University of New Mexico (UNM), MSC 03-2220, Univ of New Mexico, Albuquerque, NM 87131, USA.
| | - Hendrik G Roozen
- The University of New Mexico (UNM), Center on Alcoholism, Substance Abuse, and Addictions (CASAA), MSC 11 6280, 1 Univ of New Mexico, Albuquerque, NM 87106, USA.
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Evans EA, Grella CE, Washington DL, Upchurch DM. Gender and race/ethnic differences in the persistence of alcohol, drug, and poly-substance use disorders. Drug Alcohol Depend 2017; 174:128-136. [PMID: 28324815 DOI: 10.1016/j.drugalcdep.2017.01.021] [Citation(s) in RCA: 47] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/19/2016] [Revised: 01/09/2017] [Accepted: 01/14/2017] [Indexed: 12/13/2022]
Abstract
AIMS To examine gender and racial/ethnic differences in the effect of substance use disorder (SUD) type on SUD persistence. METHODS Data were provided by 1025 women and 1835 men from the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) to examine whether gender and race/ethnicity (Non-Hispanic White, Black, Hispanic) moderate the effects of DSM-IV defined past-12 month SUD type (alcohol, drug, poly-substance) on SUD persistence at 3-year follow-up, controlling for covariates. Using gender-stratified weighted binary logistic regression, we examined predictors of SUD persistence, tested an SUD type by race/ethnicity interaction term, and calculated and conducted Bonferroni corrected pairwise comparisons of predicted probabilities. RESULTS SUD persistence rates at 3-year follow-up differed for SUD type by gender by race/ethnicity sub-group, and ranged from 31% to 81%. SUD persistence rates were consistently higher among poly-substance users; patterns were mixed in relation to gender and race/ethnicity. Among women, alcohol disordered Hispanics were less likely to persist than Whites. Among men, drug disordered Hispanics were less likely to persist than Whites. Also, Black men with an alcohol or drug use disorder were less likely to persist than Whites, but Black men with a poly-substance use disorder were more likely to persist than Hispanics. CONCLUSIONS The effect of SUD type on SUD persistence varies by race/ethnicity, and the nature of these relationships is different by gender. Such knowledge could inform tailoring of SUD screening and treatment programs, potentially increasing their impact.
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Affiliation(s)
- Elizabeth A Evans
- Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA; Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, USA; Department of Veterans Affairs (VA) Health Service Research and Development (HSR and D) Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), VA Greater Los Angeles Healthcare System, USA; Department of Health Policy and Promotion, School of Public Health and Health Sciences, University of Massachusetts Amherst, USA.
| | - Christine E Grella
- Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, University of California, Los Angeles, USA
| | - Donna L Washington
- Department of Veterans Affairs (VA) Health Service Research and Development (HSR and D) Center for the Study of Healthcare Innovation, Implementation and Policy (CSHIIP), VA Greater Los Angeles Healthcare System, USA; Department of Medicine, Geffen School of Medicine, University of California, Los Angeles, USA
| | - Dawn M Upchurch
- Community Health Sciences, Fielding School of Public Health, University of California, Los Angeles, USA
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Navarro E, Alvarez J, Contreras R, Jason LA. Ethnic Differences in Abstinence Self-Efficacy among Recovering Individuals. JOURNAL OF ADDICTION MEDICINE AND THERAPEUTIC SCIENCE 2016; 2:13-18. [PMID: 28840200 PMCID: PMC5565167 DOI: 10.17352/2455-3484.000015] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The purpose of the current study was to explore ethnic differences in drug abstinence self-efficacy among recovering individuals. Levels of abstinence self-efficacy among African Americans and European Americans increased, decreased, and then increased again over the year. Drug abstinence self-efficacy remained stable over time among Latinos in this study. It is possible that, although they have reported positive experiences in Oxford House, Latinos may not receive the same benefits other groups gain from participation in Oxford House. Another possible explanation for the lack of change in abstinence selfefficacy among Latinos in Oxford House may be that factors outside the house and support networks may lower expectations for recovery. These factors may include inability to find work, experiences of discrimination, or lack of access to care. Future research needs to explore the social networks of Latinos in Oxford House as well as the experiences of this ethnic group in this program and in the community.
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Sahker E, Toussaint MN, Ramirez M, Ali SR, Arndt S. Evaluating racial disparity in referral source and successful completion of substance abuse treatment. Addict Behav 2015; 48:25-9. [PMID: 25935719 DOI: 10.1016/j.addbeh.2015.04.006] [Citation(s) in RCA: 50] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2014] [Revised: 02/27/2015] [Accepted: 04/14/2015] [Indexed: 11/18/2022]
Abstract
Health disparity is a significant problem in the United States, and particularly for substance abuse treatment programs. A better understanding of racial differences in treatment pathways associated with successful treatment completion is needed to reduce the existing health disparities. Referral source is a strong predictor of treatment success and most research on health disparities has focused on the criminal justice referrals. However, little research has examined other types of referral sources, and the interaction with race. The current study sought to compare the effect of referral sources on national substance abuse successful treatment completion rates between Black clients (n=324,625) and White clients (n=1,060,444) by examining the interaction of race on referral source and successful treatment completion. Race significantly moderated the difference between referral source and successful treatment completion (Wald χ(2)=1477.73, df=6, p<0.0001). Employment referral was associated with the greatest percentage of successful treatment completion for Black clients. Criminal justice referral was associated with the greatest percentage of successful treatment completion for White clients. Results from the present study support a reevaluation of incentives leading to successful treatment completion with a multicultural perspective.
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Affiliation(s)
- Ethan Sahker
- Iowa Consortium for Substance Abuse Research and Evaluation, 100 MTP4, University of Iowa, Iowa City, IA 52245-5000, USA; Department of Psychological and Quantitative Foundations, Counseling Psychology Program, College of Education, University of Iowa, 361 Lindquist Center, Iowa City, IA 52242, USA
| | - Maisha N Toussaint
- Department of Epidemiology, College of Public Health, University of Iowa, 145 N. Riverside Drive, Iowa City, IA 52242, USA
| | - Marizen Ramirez
- Department of Occupational and Environmental Health, College of Public Health, University of Iowa, 145 N. Riverside Drive, 100 CPHB, Iowa City, IA 52242, USA
| | - Saba R Ali
- Department of Psychological and Quantitative Foundations, Counseling Psychology Program, College of Education, University of Iowa, 361 Lindquist Center, Iowa City, IA 52242, USA
| | - Stephan Arndt
- Iowa Consortium for Substance Abuse Research and Evaluation, 100 MTP4, University of Iowa, Iowa City, IA 52245-5000, USA; Department of Psychiatry, Carver College of Medicine, University of Iowa, 451 Newton Road, 200 Medicine Administration Building, Iowa City, IA 52242, USA; Department of Biostatistics, College of Public Health, University of Iowa, 145 N. Riverside Drive, 100 CPHB, Iowa City, IA 52242, USA.
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Affiliation(s)
- Gene M. Heyman
- Department of Psychology, Boston College, Chestnut Hill, Massachusetts 02467; ,
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Probability and predictors of remission from life-time prescription drug use disorders: results from the National Epidemiologic Survey on Alcohol and Related Conditions. J Psychiatr Res 2013; 47:42-9. [PMID: 22985744 DOI: 10.1016/j.jpsychires.2012.08.019] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/09/2012] [Revised: 08/10/2012] [Accepted: 08/16/2012] [Indexed: 11/21/2022]
Abstract
While prescription drug use disorders (PDUD) has become an important and growing public health problem, little is known about their course. This study aims to estimate cumulative probability of remission from sedatives, tranquilizers, opioids and stimulants, and to identify predictors of remission across substances. Analyses were done for the sub-sample of individuals with lifetime history of abuse or dependence on sedatives (n = 402), tranquilizers (n = 372), opioids (n = 521), and stimulants (n = 765) at Wave 1 of the National Epidemiological Survey on Alcohol and Related Conditions (NESARC). Cumulative probability estimates and hazard ratios for remission from PDUD were obtained for the general population. Lifetime cumulative probability estimates of remission were above 96% for all substances assessed. Half of the cases of PDUD remitted between 4 and 5 years after onset. Remission from PDUD was greater for younger individuals. Males exhibited lower hazards of remission for stimulants use disorder. A diagnosis of personality disorders decreased probability of remission for sedatives and stimulants. Only abuse or dependence on some prescription drugs decreased the probability of remission from other PDUD, whereas other drug disorders did not predict remission. A significant proportion of individuals with PDUD achieve remission at some point in their life-time. Predictors of remission were found to be mostly substance-specific rather than common across substances. The lower rates of remission among some subgroups of the population highlight the need to strengthen preventive and intervention efforts among vulnerable population subgroups.
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Chi FW, Parthasarathy S, Mertens JR, Weisner CM. Continuing care and long-term substance use outcomes in managed care: early evidence for a primary care-based model. PSYCHIATRIC SERVICES (WASHINGTON, D.C.) 2012. [PMID: 21969646 DOI: 10.1176/appi.ps.62.10.1194] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES How best to provide ongoing services to patients with substance use disorders to sustain long-term recovery is a significant clinical and policy question that has not been adequately addressed. Analyzing nine years of prospective data for 991 adults who entered substance abuse treatment in a private, nonprofit managed care health plan, this study aimed to examine the components of a continuing care model (primary care, specialty substance abuse treatment, and psychiatric services) and their combined effect on outcomes over nine years after treatment entry. METHODS In a longitudinal observational study, follow-up measures included self-reported alcohol and drug use, Addiction Severity Index scores, and service utilization data extracted from the health plan databases. Remission, defined as abstinence or nonproblematic use, was the outcome measure. RESULTS A mixed-effects logistic random intercept model controlling for time and other covariates found that yearly primary care, and specialty care based on need as measured at the prior time point, were positively associated with remission over time. Persons receiving continuing care (defined as having yearly primary care and specialty substance abuse treatment and psychiatric services when needed) had twice the odds of achieving remission at follow-ups (p<.001) as those without. CONCLUSIONS Continuing care that included both primary care and specialty care management to support ongoing monitoring, self-care, and treatment as needed was important for long-term recovery of patients with substance use disorders.
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Affiliation(s)
- Felicia W Chi
- Kaiser Permanente Northern California, Oakland, CA, USA.
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Chi FW, Parthasarathy S, Mertens JR, Weisner CM. Continuing care and long-term substance use outcomes in managed care: early evidence for a primary care-based model. Psychiatr Serv 2011; 62:1194-200. [PMID: 21969646 PMCID: PMC3242696 DOI: 10.1176/ps.62.10.pss6210_1194] [Citation(s) in RCA: 42] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
OBJECTIVES How best to provide ongoing services to patients with substance use disorders to sustain long-term recovery is a significant clinical and policy question that has not been adequately addressed. Analyzing nine years of prospective data for 991 adults who entered substance abuse treatment in a private, nonprofit managed care health plan, this study aimed to examine the components of a continuing care model (primary care, specialty substance abuse treatment, and psychiatric services) and their combined effect on outcomes over nine years after treatment entry. METHODS In a longitudinal observational study, follow-up measures included self-reported alcohol and drug use, Addiction Severity Index scores, and service utilization data extracted from the health plan databases. Remission, defined as abstinence or nonproblematic use, was the outcome measure. RESULTS A mixed-effects logistic random intercept model controlling for time and other covariates found that yearly primary care, and specialty care based on need as measured at the prior time point, were positively associated with remission over time. Persons receiving continuing care (defined as having yearly primary care and specialty substance abuse treatment and psychiatric services when needed) had twice the odds of achieving remission at follow-ups (p<.001) as those without. CONCLUSIONS Continuing care that included both primary care and specialty care management to support ongoing monitoring, self-care, and treatment as needed was important for long-term recovery of patients with substance use disorders.
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Affiliation(s)
- Felicia W Chi
- Kaiser Permanente Northern California, Oakland, CA, USA.
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