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Timko C, Vest N, Cucciare MA, Smelson D, Blonigen D. Substance use and criminogenic thinking: Longitudinal latent class analysis of veterans with criminal histories. J Subst Abuse Treat 2022; 143:108893. [PMID: 36215912 PMCID: PMC9940453 DOI: 10.1016/j.jsat.2022.108893] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2022] [Revised: 08/02/2022] [Accepted: 09/19/2022] [Indexed: 02/02/2023]
Abstract
INTRODUCTION The objective of this study was to inform clinical practice by identifying distinct subgroups of US veterans with criminal histories in residential mental health treatment. The study characterized veteran patients on their alcohol and drug use and criminogenic thinking. We also examined predictors and outcomes of subgroup membership. METHODS Participants were 341 veterans with a criminal history in residential mental health care. A parallel latent growth trajectory model characterized participants' alcohol and drug use and criminogenic thinking at treatment entry and at 6- and 12-month follow-ups. RESULTS The study identified four distinct classes: 53 % Normative Improvement, 27 % High Criminogenic Thinking, 11 % High Recurrence (of substance use), and 9 % High Drug Use. Compared to the Normative Improvement class, prior to treatment entry, patients in the High Recurrence class were less likely to be on parole or probation, and patients in the High Criminogenic Thinking class were more likely to be chronically homeless. Compared to the Normative Improvement class, at follow-ups, patients in the High Drug Use and High Criminogenic Thinking classes were more likely to recidivate, and patients in the High Drug Use class were more likely to report unstable housing. Depression scores were higher (nearly double) in the High Drug Use, High Recurrence, and High Criminogenic Thinking classes at follow-ups compared to the Normative Improvement class. CONCLUSIONS That the Normative Improvement class entered mental health residential treatment with relatively low alcohol and drug use and criminogenic thinking, and sustained these low levels, suggests that treatment does not need to be broadened or intensified to improve these domains for these patients with criminal histories. In contrast, findings for the High Drug Use, High Recurrence, and High Criminogenic Thinking classes, which composed 47 % of the sample, suggest that more integrated and sustained treatment may be needed to reduce recidivism, depression, and homelessness among these patients.
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Affiliation(s)
- Christine Timko
- Center for Innovation to Implementation, Department of Veterans Affairs Health Care System, Palo Alto, CA 94304, USA; Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA.
| | - Noel Vest
- Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
| | - Michael A Cucciare
- Department of Psychiatry, University of Arkansas for Medical Sciences, Little Rock, AR 72205, USA; Center for Mental Healthcare and Outcomes Research, Central Arkansas Veterans Affairs Healthcare System, North Little Rock, AR 72205, USA; Veterans Affairs South Central Mental Illness Research, Education and Clinical Center, Central Arkansas Veterans Healthcare System, North Little Rock, AR 72205, USA
| | - David Smelson
- HSR&D Center for Health Care Organization and Implementation Research, Bedford VA Medical Center, Bedford, MA 01730, USA; University of Massachusetts Chan Medical School, Worcester, MA 01655,. USA
| | - Daniel Blonigen
- Center for Innovation to Implementation, Department of Veterans Affairs Health Care System, Palo Alto, CA 94304, USA; Department of Psychiatry and Behavioral Sciences, Stanford University School of Medicine, Stanford, CA 94305, USA
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Englander H, King C, Nicolaidis C, Collins D, Patten A, Gregg J, Korthuis PT. Predictors of Opioid and Alcohol Pharmacotherapy Initiation at Hospital Discharge Among Patients Seen by an Inpatient Addiction Consult Service. J Addict Med 2021; 14:415-422. [PMID: 31868830 DOI: 10.1097/adm.0000000000000611] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
Abstract
BACKGROUND Medications for opioid use disorder (MOUD) and alcohol use disorder (MAUD) are effective and under-prescribed. Hospital-based addiction consult services can engage out-of-treatment adults in addictions care. Understanding which patients are most likely to initiate MOUD and MAUD can inform interventions and deepen understanding of hospitals' role in addressing substance use disorders (SUD). OBJECTIVE Determine patient- and consult-service level characteristics associated with MOUD/MAUD initiation during hospitalization. METHODS We analyzed data from a study of the Improving Addiction Care Team (IMPACT), an interprofessional hospital-based addiction consult service at an academic medical center. Researchers collected patient surveys and clinical data from September 2015 to May 2018. We used logistic regression to identify characteristics associated with medication initiation among participants with OUD, AUD, or both. Candidate variables included patient demographics, social determinants, and treatment-related factors. RESULTS Three hundred thirty-nine participants had moderate to severe OUD, AUD, or both and were not engaged in MOUD/MAUD care at admission. Past methadone maintenance treatment (aOR 2.07, 95%CI (1.17, 3.66)), homelessness (aOR 2.63, 95%CI (1.52, 4.53)), and partner substance use (aOR 2.05, 95%CI (1.12, 3.76) were associated with MOUD/MAUD initiation. Concurrent methamphetamine use disorder (aOR 0.32, 95%CI (0.18, 0.56)) was negatively associated with MOUD/MAUD initiation. CONCLUSIONS The association of MOUD/MAUD initiation with homelessness and partner substance use suggests that hospitalization may be an opportunity to reach highly-vulnerable people, further underscoring the need to provide hospital-based addictions care as a health-system strategy. Methamphetamine's negative association with MOUD/MAUD warrants further study.
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Affiliation(s)
- Honora Englander
- Department of Medicine, Oregon Health & Science University, Portland, OR (HE, CN, DC, AP, JG, PTK); Department of Biomedical Engineering, School of Medicine, Oregon Health & Science, University, Portland, OR (CK); MD/PhD Program, School of Medicine, Oregon Health & Science University (CK); Portland State University School of Social Work, Portland, OR (CN); University of Washington Department of Sociology, Seattle, WA (DC)
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Evans EA, Zhu Y, Yoo C, Huang D, Hser YI. Criminal justice outcomes over 5 years after randomization to buprenorphine-naloxone or methadone treatment for opioid use disorder. Addiction 2019; 114:1396-1404. [PMID: 30916463 PMCID: PMC6626574 DOI: 10.1111/add.14620] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/24/2018] [Revised: 12/17/2018] [Accepted: 03/15/2019] [Indexed: 11/29/2022]
Abstract
AIMS To compare long-term criminal justice outcomes among opioid-dependent individuals randomized to receive buprenorphine or methadone. DESIGN, SETTING AND PARTICIPANTS A 5-year follow-up was conducted in 2011-14 of 303 opioid-dependent participants entering three opioid treatment programs in California, USA in 2006-09 and randomized to receive either buprenorphine/naloxone or methadone. INTERVENTION AND COMPARATOR Participants received buprenorphine/naloxone (BUP; n = 179) or methadone (MET; n = 124) for 24 weeks and then were tapered off their treatment over ≤ 8 weeks or referred for ongoing clinical treatment. Midway through the study, the randomization scheme was switched from 1 : 1 BUP : MET to 2 : 1 because of higher dropout in the BUP arm. MEASUREMENTS Study outcomes included arrests and self-reported incarceration. Predictors included randomization condition (buprenorphine versus methadone), age, gender, race/ethnicity, use of cocaine, drug injection in the 30 days prior to baseline and study site. Treatment status (buprenorphine, methadone, none) during follow-up was included as a time-varying covariate. FINDINGS There was no significant difference by randomization condition in the proportion arrested (buprenorphine: 55.3%, methadone: 54.0%) or incarcerated (40.9%, 47.3%) during follow-up. Among methadone-randomized individuals, arrest was less likely with methadone treatment (0.50, 0.35-0.72) during follow-up (relative to no treatment) and switching to buprenorphine had a lower likelihood of arrest than those receiving no treatment (0.39, 0.18-0.87). Among buprenorphine-randomized individuals, arrest was less likely with receipt of buprenorphine (0.49, 0.33-0.75) during follow-up and switching to methadone had a similar likelihood of arrest as methadone-randomized individuals receiving no treatment. Likelihood of arrest was also negatively associated with older age (0.98, 0.96-1.00); it was positively associated with Hispanic ethnicity (1.63, 1.04-2.56), cocaine use (2.00, 1.33-3.03), injection drug use (2.19, 1.26-3.83), and study site. CONCLUSIONS In a US sample of people treated for opioid use disorder, continued treatment with either buprenorphine or methadone was associated with a reduction in arrests relative to no treatment. Cocaine use, injection drug use, Hispanic ethnicity and younger age were associated with higher likelihood of arrest.
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Affiliation(s)
- Elizabeth A. Evans
- Department of Health Promotion and Policy, School of Public Health and Health Sciences, University of Massachusetts, Amherst, MA, USA
| | - Yuhui Zhu
- UCLA Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA,UCLA Epidemiology, Fielding School of Public Health, Los Angeles, CA, USA
| | - Caroline Yoo
- UCLA Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
| | - David Huang
- UCLA Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
| | - Yih-Ing Hser
- UCLA Integrated Substance Abuse Programs, Semel Institute for Neuroscience and Human Behavior, Los Angeles, CA, USA
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Kenney SR, Bailey GL, Anderson BJ, Stein MD. Heroin refusal self-efficacy and preference for medication-assisted treatment after inpatient detoxification. Addict Behav 2017; 73:124-128. [PMID: 28505487 DOI: 10.1016/j.addbeh.2017.05.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2017] [Revised: 05/02/2017] [Accepted: 05/08/2017] [Indexed: 11/27/2022]
Abstract
OBJECTIVE An individual's self-efficacy to refuse using heroin in high-risk situations is believed to minimize the likelihood for relapse. However, among individuals completing inpatient heroin detoxification, perceived refusal self-efficacy may also reduce one's perceived need for medication-assisted treatment (MAT), an effective and recommended treatment for opioid use disorder. In the current study, we examined the relationship between heroin refusal self-efficacy and preference for MAT following inpatient detoxification. METHOD Participants (N=397) were interviewed at the start of brief inpatient opioid detoxification. Multiple logistic regression was used to estimate the adjusted association of background characteristics, depressed mood, and perceived heroin refusal self-efficacy with preference for MAT. RESULTS Controlling for other covariates, depressed mood and lower perceived refusal self-efficacy were associated with a significantly greater likelihood of expressing preference for MAT (versus no MAT). CONCLUSIONS Perceived ability to refuse heroin after leaving detox is inversely associated with a heroin user's desire for MAT. An effective continuum of care model may benefit from greater attention to patient's perceived refusal self-efficacy during detoxification which may impact preference for MAT and long-term recovery.
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Affiliation(s)
- Shannon R Kenney
- Behavioral Medicine Department, Butler Hospital, Providence, RI 02906, United States; Warren Alpert Medical School of Brown University, Providence, RI 02912, United States.
| | - Genie L Bailey
- Warren Alpert Medical School of Brown University, Providence, RI 02912, United States; Stanley Street Treatment and Resources, Inc., Fall River, MA 02720, United States
| | - Bradley J Anderson
- Behavioral Medicine Department, Butler Hospital, Providence, RI 02906, United States
| | - Michael D Stein
- Behavioral Medicine Department, Butler Hospital, Providence, RI 02906, United States; Boston University School of Public Health, Boston, MA 02118, United States
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Marchand K, Palis H, Fikowski J, Harrison S, Spittal P, Schechter MT, Oviedo-Joekes E. The Role of Gender in Suicidal Ideation among Long-term Opioid Users. CANADIAN JOURNAL OF PSYCHIATRY. REVUE CANADIENNE DE PSYCHIATRIE 2017; 62:465-472. [PMID: 28521111 PMCID: PMC5528992 DOI: 10.1177/0706743717711173] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
OBJECTIVE This study aims to examine factors associated with suicidal ideation among people with opioid dependence and to explore whether these factors are gender-specific. METHODS Cross-sectional data were collected among long-term opioid-dependent individuals ( n = 176; 46.0% women). Lifetime histories of suicidal ideation were measured using the Composite International Diagnostic Interview, and additional data were collected regarding sociodemographic characteristics, drug use, health, and adverse life events. Multivariable logistic regression was used to determine the relationships between these variables and suicidal ideation for the full study sample and separately for women and men to explore the potential role of gender. RESULTS A total of 43.8% ( n = 77) of participants reported a lifetime history of suicidal ideation. Among those with suicidal ideation, 49.3% were women and the overall average age of first ideation was 19.82 years (SD, 11.66 years). Results from multivariable analyses showed that a history of depression, anxiety, and childhood emotional neglect and the number of lifetime traumatic events were significantly associated with higher odds of suicidal ideation. The gender-based analysis suggested that histories of depression and anxiety remained independently associated with lifetime suicidal ideation among women, whereas for men, childhood emotional neglect and the number of lifetime potentially traumatic events were independently associated with lifetime suicidal ideation. CONCLUSIONS This study offers a critical first step to understanding factors associated with suicidal ideation among long-term opioid-dependent men and women and the potential importance of gender-sensitive approaches for suicidal behavior interventions. These data inform further research and clinical opportunities aiming to better respond to the psychological health needs of this population.
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Affiliation(s)
- Kirsten Marchand
- 1 Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St Paul's Hospital, Vancouver, British Columbia.,2 School of Population and Public Health, University of British Columbia, Vancouver, British Columbia
| | - Heather Palis
- 1 Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St Paul's Hospital, Vancouver, British Columbia.,2 School of Population and Public Health, University of British Columbia, Vancouver, British Columbia
| | - Jill Fikowski
- 1 Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St Paul's Hospital, Vancouver, British Columbia.,2 School of Population and Public Health, University of British Columbia, Vancouver, British Columbia
| | - Scott Harrison
- 3 Urban Health & HIV/AIDS, Providence Health Care, Vancouver, British Columbia
| | - Patricia Spittal
- 1 Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St Paul's Hospital, Vancouver, British Columbia.,2 School of Population and Public Health, University of British Columbia, Vancouver, British Columbia
| | - Martin T Schechter
- 1 Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St Paul's Hospital, Vancouver, British Columbia.,2 School of Population and Public Health, University of British Columbia, Vancouver, British Columbia
| | - Eugenia Oviedo-Joekes
- 1 Centre for Health Evaluation & Outcome Sciences, Providence Health Care, St Paul's Hospital, Vancouver, British Columbia.,2 School of Population and Public Health, University of British Columbia, Vancouver, British Columbia
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