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Client, Treatment, and Program Factors Related to Outcomes of Individuals with Co-occurring Disorders in Substance Abuse Treatment
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Background
  • Mental health and substance abuse treatment in Los Angeles County has historically been provided in separate and divergent service systems
  • Several countywide initiatives have aimed to improve communication, coordination, and collaboration across the 2 systems
  • Service partnerships have been developed between MH and AOD providers in the same area, using differing models of service delivery
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UCLA Dual Diagnosis Study
Project Aims
  • To assess characteristics of AOD treatment programs associated with different models of service delivery and treatment approaches for individuals with co-occurring disorders
  • To compare differences in attitudes, beliefs, and perceptions between administrators and staff in MH and AOD programs regarding treatment for this population
  • To evaluate treatment outcomes of clients with COD who receive treatment from AOD programs with different models of service delivery
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Research Questions
  • Do AOD treatment programs with different models of service delivery vary in:
    • treatment approach & orientation
    • relationships with other service providers


  • What are differences between administrators and staff in MH and AOD programs regarding:
    • treatment approaches & attitudes
    • perceptions of service delivery system


  • What are client treatment outcomes at 6 months following treatment?



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Methods
    • Interviews and surveys were conducted with administrators of 16 residential AOD treatment programs and 10 mental health programs in Los Angeles County
    • Staff (N = 252) in these programs, who had direct contact with dually diagnosed clients, were surveyed
    • Clients (N = 400) sampled from the AOD treatment programs were assessed at treatment entry, 6-month follow-up, and 12-month follow-up
    • Focus groups (n = 7) were conducted with program staff, clients, & community stakeholders

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Treatment Orientations/ Service Delivery Models of AOD Treatment Programs
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Analyses
  • Factor analysis was used to construct 4 scales of treatment orientations using data from administrator and staff surveys
  • Scales were standardized with a range 0-10 and alpha reliability coefficients were computed
  • Scales were dichotomized at the mean and bivariate analyses were conducted of their association with other program characteristics (e.g., linkage and referral patterns, model of service delivery)
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Alpha Reliability of Treatment
Orientation Scales
  •   Administrators Staff
  • TC/12-step 0.82 0.66
  • Rehab/education 0.75 0.78
  • Counseling 0.75 0.75
  • Dual Diagnosis 0.77 0.24
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TC/12-Step Treatment Orientation
  • It is very important to confront clients when they are in denial about their substance use
  • We use positive reinforcement with clients (provide positive feedback and support)*
  • We conduct task-oriented and problem-solving groups*
  • We encourage clients to create an environment that supports their recovery (friends, living situation, location)
  • Attending self-help or 12-step groups is an essential component of an individual’s recovery plan*
  • Although individual counseling is helpful, it is essential that clients participate in group counseling
  • % of program staff who are recovering substance abusers
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Rehab/Education Treatment
Orientation
  • Education/vocational needs assessment is provided*
  • Basic education in reading and writing is provided*
  • High-school or GED preparation provided*
  • Educational/employment counseling is provided
  • Help with resume and job interviewing skills is provided
  • Co-ordination of on- and off-site services is important
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Counseling Treatment  Orientation
  • Although 12-step groups are helpful, it is essential that clients also go for counseling at a program like ours
  • The majority of dually diagnosed clients have a history of trauma/violence
  • Group counseling is provided*
  • Family counseling is provided*
  • Anger management is provided
  • Individual counseling is provided* (staff scale only)


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 Dual Diagnosis Treatment Orientation
  • Percentage of dually diagnosed clients in program is > 25%
  • Program excludes mentally ill individuals (reverse coded)
  • Program uses over 3 psych tests in assessment
  • A program’s rules should be made more flexible for dually diagnosed clients
  • The only way to make an accurate diagnosis of a mental disorder is if the client is clean/sober for at least one month (reverse coded)
  • Medication management is an important service
  • Job placement is provided to clients


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Scores on Treatment Orientation Scales
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Program Models of Service
Delivery to Individuals with COD
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Summary of Findings
  • Programs higher on the dual-diagnosis orientation were more likely to send information to other programs


  • Programs higher on the counseling orientation were more likely to:
    • receive information from other programs
    • use an integrated model of service delivery
    • get client referrals from mental health agencies
    • have clients who are concurrently receiving social services
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Summary of Findings
  • Programs higher on the TC/12-step orientation were more likely to:


    • get client referrals from mental health agencies
    • get client referrals from the criminal justice system


  • Programs using a more integrated model of service delivery were more likely to get client referrals from county dual-diagnosis outreach teams


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Client Treatment Outcomes- Preliminary Findings
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Client Data Collection
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Client Characteristics at Treatment Admission
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Client Characteristics at Treatment Admission
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Diagnosis of Mental Disorder1
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Alcohol/Drug Dependence1
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Treatment History
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Differences Among Gender/Diagnostic Groups
  • Males
  • Higher rates of legal supervision and property crime
  • Higher rates of dependence on alcohol, cannabis, & opioids
  • Females
  • Higher rates of prostitution
  • Higher service needs overall, particularly for family- and trauma-related needs
  • Females with psychotic disorders had greatest needs for basic/survival services
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Treatment Outcome at 6-month Follow-up (N = 350)
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Predictors of Positive Treatment Outcomes at 6-month Follow-up (Odds Ratios)
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Predictors of Positive Treatment Outcomes at 6-month Follow-up (Odds Ratios)
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Program Service Delivery Model Ratings
(1 = Parallel to 5 = Integrated)
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Variables That Were Not Related                to Treatment Outcome
  • Client Factors
  • Type of psychiatric disorder or type of substance use
  • Legal, housing, or physical health status
  • Degree of family assistance


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Conclusions
  • Preliminary outcome analyses showed that client, treatment, and program-related factors uniquely contributed to predicting outcomes of clients with COD
  • Clients who were older, Hispanic, never married, employed, and who had lower levels of psychological distress and quality of life at admission had better outcomes
  • Longer treatment retention, more services received, satisfaction with mental health services, and treatment in more integrated programs were associated with better outcomes
  • Treatment planning needs to emphasize retention, aftercare, and comprehensive service delivery
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