MRT: Justice-Involved Veterans and Moral Reconation Therapy
Study Details
Study Description
Brief Summary
The purpose of this study is to determine whether Moral Reconation Therapy (MRT) is effective for reducing risk of criminal recidivism and improving other health-related outcomes (substance use, mental health, housing, and employment problems) among justice-involved Veterans entering residential mental health treatment programs in the Department of Veterans Affairs (VA).
Condition or Disease | Intervention/Treatment | Phase |
---|---|---|
|
N/A |
Detailed Description
Approximately 146,000 Veterans are released each year from correctional settings; however, two thirds will likely reoffend and return to the justice system. Antisocial cognitions and behaviors are the strongest predictors of reoffending and are highly prevalent among justice-involved Veterans (JIVs). However, in the absence of treatments with demonstrated effectiveness with JIVs, no systematic approach to address antisocial cognitions and behaviors has been implemented in VA. Moral Reconation Therapy (MRT) is a cognitive-behavioral intervention that aims to reduce antisocial cognitions and behaviors. MRT has the best empirical support for reducing risk for criminal recidivism among civilian offenders, and its associated mechanisms (improvements in interpersonal functioning and impulse control) have been linked to improvements in health-related outcomes that are also risk factors for recidivism (substance use, mental health, housing, and employment problems). However, no trials have been conducted with JIVs. Differences between JIVs and justice-involved civilians (e.g., prevalence of traumatic brain injuries; interpersonal problems) suggests prior research on MRT with civilians may not be generalizable, and prompted the VA's Veterans Justice Programs (VJP) and the developers of MRT to develop a Veteran-specific curriculum of this intervention.
Using the new Veteran-specific manual, the overarching objective of the current proposal is to implement and evaluate MRT as an intervention to reduce risk for criminal recidivism and improve health-related outcomes among JIVs in VA Mental Health Residential Rehabilitation Treatment Programs (MH RRTPs). Using a Hybrid Type 1 design, this project will test the effectiveness of MRT in a multisite Randomized Controlled Trial (RCT) (Palo Alto, Little Rock, and Bedford VAs) and conduct a formative evaluation to facilitate future implementation of MRT in VA.
Study Design
Arms and Interventions
Arm | Intervention/Treatment |
---|---|
Experimental: Moral Reconation Therapy (MRT) MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. |
Behavioral: Moral Reconation Therapy (MRT)
MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program.
Other Names:
|
No Intervention: Usual Care (UC) Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Outcome Measures
Primary Outcome Measures
- Risk for Criminal Recidivism (Criminal Thinking) [6 months (post-baseline)]
The Psychological Inventory of Criminal Thinking Styles (56 items) was administered to assess criminal thinking. The measure includes scales of Mollification, Cutoff, Entitlement, Power Orientation, Super-optimism, Cognitive Indolence, and Discontinuity . Scores on these scales were summed to create a General Criminal Thinking score, which has been validated as an overall index of recidivism risk. Higher scores equate to more criminal thinking. Scores were converted to a T-score metric (M=50, SD=10), calculated in reference to norms from samples of incarcerated offenders.
- Risk for Criminal Recidivism (Criminal Thinking) [12 months (post-baseline)]
The Psychological Inventory of Criminal Thinking Styles (56 items) was administered to assess criminal thinking. The measure includes scales of Mollification, Cutoff, Entitlement, Power Orientation, Super-optimism, Cognitive Indolence, and Discontinuity . Scores on these scales were summed to create a General Criminal Thinking score, which has been validated as an overall index of recidivism risk. Higher scores equate to more criminal thinking. Scores were converted to a T-score metric (M=50, SD=10), calculated in reference to norms from samples of incarcerated offenders.
Secondary Outcome Measures
- Alcohol Use [6 months (post-baseline)]
The quantity and frequency of patients' self-reported alcohol use in the past 6 months, measured with the Timeline Follow-Back interview that was administered at the 6-month follow-up interview.
- Drug Use [6 months (post-baseline)]
The quantity and frequency of patients' self-reported drug use in the past 6 months, measured with the Timeline Follow-Back interview. It was administered at each time point to calculate for the past 6 months total number of days using any drugs (marijuana, cocaine, amphetamines, heroin, other opiates, benzodiazepines, barbiturates, inhalants, or hallucinogens).
- Criminal Associates [6 months (post-baseline)]
Scale A of the Measures of Criminal Attitudes and Associates (MCAA; Mills, Kroner, & Forth, 2002) was administered at each interview to quantify participants' associations with criminal peers, a strong predictor of criminal recidivism (Mills, Kroner, & Hemmati, 2004). Participants were asked to consider the four adults (excluding family, co-workers, or other residents in treatment) with whom they spend the most free-time. A count variable was created by summing the number of friends for which the participant answered yes to any of the questions of criminal involvement (possible range=0-4, where a higher score indicates a worse outcome)
- Employment Problem Severity [6 months (post-baseline)]
The Employment module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity.
- Alcohol Use Problem Severity. [6 months (post-baseline)]
The Alcohol module of the ASI was administered at each time point to assess problem severity in this domain, using composite score indices (ranging from 0 to 1); higher scores indicate greater problem severity. ASI composite scores such as this have long been used to provide internally-consistent evaluations of a patient in a particular problem area (Grahn & Padyab, 2020).
- Legal Problem Severity [6 months (post-baseline)]
The Legal Status module of the Addiction Severity Index (ASI; McLellan et al., 2006) was administered at each interview to assess legal problem severity. The latter is based on a composite index derived from five items: Are you presently awaiting charges, trial, or sentence? How many days in the past 30 have you engaged in illegal activities for profit? How serious do you feel your present legal problems are? (0=Not at all, 4=Extremely) How important to you now is counseling or referral for these legal problems? (0=Not at all, 4=Extremely) How much money did you receive from illegal sources in the past 30 days? These items were standardized and aggregated and yield scores ranging from 0 to 1; higher scores indicate greater problem severity of legal problems.
- Family/Social Problems [6 months (post-baseline)]
The Family/Social module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity.
- Alcohol Use [12 months (post-baseline)]
The quantity and frequency of patients' self-reported alcohol use in the past 6 months, measured with the Timeline Follow-Back interview that was administered at the 12-month follow-up interview.
- Drug Use [12 months (post-baseline)]
The quantity and frequency of patients' self-reported drug use in the past 6 months, measured with the Timeline Follow-Back interview. It was administered at each time point to calculate for the past 6 months total number of days using any drugs (marijuana, cocaine, amphetamines, heroin, other opiates, benzodiazepines, barbiturates, inhalants, or hallucinogens).
- Criminal Associates [12 months (post-baseline)]
Scale A of the Measures of Criminal Attitudes and Associates (MCAA; Mills, Kroner, & Forth, 2002) was administered at each interview to quantify participants' associations with criminal peers, a strong predictor of criminal recidivism (Mills, Kroner, & Hemmati, 2004). Participants were asked to consider the four adults (excluding family, co-workers, or other residents in treatment) with whom they spend the most free-time. A count variable was created by summing the number of friends for which the participant answered yes to any of the questions of criminal involvement (possible range=0-4, where a higher score indicates a worse outcome)
- Employment Problem Severity [12 months (post-baseline)]
The Employment module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity.
- Alcohol Use Problem Severity. [12 months (post-baseline)]
The Alcohol module of the ASI was administered at each time point to assess problem severity in this domain, using composite score indices (ranging from 0 to 1); higher scores indicate greater problem severity. ASI composite scores such as this have long been used to provide internally-consistent evaluations of a patient in a particular problem area (Grahn & Padyab, 2020).
- Legal Problem Severity [12 months (post-baseline)]
The Legal Status module of the Addiction Severity Index (ASI; McLellan et al., 2006) was administered at each interview to assess legal problem severity. The latter is based on a composite index derived from five items: Are you presently awaiting charges, trial, or sentence? How many days in the past 30 have you engaged in illegal activities for profit? How serious do you feel your present legal problems are? (0=Not at all, 4=Extremely) How important to you now is counseling or referral for these legal problems? (0=Not at all, 4=Extremely) How much money did you receive from illegal sources in the past 30 days? These items were standardized and aggregated and yield scores ranging from 0 to 1; higher scores indicate greater problem severity of legal problems.
- Family/Social Problems [12 months (post-baseline)]
The Family/Social module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity.
Eligibility Criteria
Criteria
Inclusion Criteria:
-
Veterans who
-
(a) are entering a mental health residential rehabilitation treatment program (MH RRTP) at one of three study sites (Palo Alto, Little Rock, or Bedford VA), and
-
(b) had been arrested and charged and/or released from incarceration in the past 5 years prior to MH RRTP admission will be eligible for participation
Exclusion Criteria:
- The only exclusion criterion is being too cognitively impaired to understand the informed consent process and other study procedures.
Contacts and Locations
Locations
Site | City | State | Country | Postal Code | |
---|---|---|---|---|---|
1 | Central Arkansas Veterans Healthcare System Eugene J. Towbin Healthcare Center, Little Rock, AR | North Little Rock | Arkansas | United States | 72114-1706 |
2 | VA Palo Alto Health Care System, Palo Alto, CA | Palo Alto | California | United States | 94304-1290 |
3 | Edith Nourse Rogers Memorial Veterans Hospital, Bedford, MA | Bedford | Massachusetts | United States | 01730 |
Sponsors and Collaborators
- VA Office of Research and Development
Investigators
- Principal Investigator: Daniel M. Blonigen, PhD MA, VA Palo Alto Health Care System, Palo Alto, CA
Study Documents (Full-Text)
More Information
Publications
None provided.- IIR 14-081
Study Results
Participant Flow
Recruitment Details | Recruitment began on April 4, 2016 from 3 VA Mental Health Residential Rehabilitation Treatment Program (MH RRTP) at Bedford, MA, Little Rock, AR, and Palo Alto, CA. Recruitment officially closed on July 31, 2018. |
---|---|
Pre-assignment Detail | A total of 344 participants were enrolled across the 3 sites but only 341 were randomized to either the intervention group or control group. Three participants decided to withdraw from the study for various reasons such as declining to finish the baseline interview or deciding that he/she did not want to participate. |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Period Title: 6-month Follow-up | ||
STARTED | 172 | 169 |
COMPLETED | 119 | 124 |
NOT COMPLETED | 53 | 45 |
Period Title: 6-month Follow-up | ||
STARTED | 172 | 169 |
COMPLETED | 127 | 128 |
NOT COMPLETED | 45 | 41 |
Baseline Characteristics
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) | Total |
---|---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. | Total of all reporting groups |
Overall Participants | 172 | 169 | 341 |
Age (Count of Participants) | |||
<=18 years |
0
0%
|
0
0%
|
0
0%
|
Between 18 and 65 years |
166
96.5%
|
163
96.4%
|
329
96.5%
|
>=65 years |
6
3.5%
|
6
3.6%
|
12
3.5%
|
Age (years) [Mean (Standard Deviation) ] | |||
Mean (Standard Deviation) [years] |
45.83
(12.191)
|
46.60
(12.169)
|
46.21
(12.168)
|
Sex: Female, Male (Count of Participants) | |||
Female |
8
4.7%
|
8
4.7%
|
16
4.7%
|
Male |
164
95.3%
|
161
95.3%
|
325
95.3%
|
Race/Ethnicity, Customized (Count of Participants) | |||
White |
97
56.4%
|
100
59.2%
|
197
57.8%
|
Black or African American |
45
26.2%
|
52
30.8%
|
97
28.4%
|
American Indian/Alaska Native |
4
2.3%
|
2
1.2%
|
6
1.8%
|
Asian/Pacific Islander |
4
2.3%
|
2
1.2%
|
6
1.8%
|
Hispanic or Latino/a, White |
10
5.8%
|
6
3.6%
|
16
4.7%
|
Other |
12
7%
|
7
4.1%
|
19
5.6%
|
Controlled environment (Count of Participants) | |||
No |
14
8.1%
|
10
5.9%
|
24
7%
|
Jail |
17
9.9%
|
10
5.9%
|
27
7.9%
|
Alcohol or drug treatment |
130
75.6%
|
135
79.9%
|
265
77.7%
|
Medical treatment |
2
1.2%
|
6
3.6%
|
8
2.3%
|
Psychiatric treatment |
6
3.5%
|
6
3.6%
|
12
3.5%
|
Other |
3
1.7%
|
2
1.2%
|
5
1.5%
|
Sites (U.S.) (Count of Participants) | |||
Pacific |
56
32.6%
|
55
32.5%
|
111
32.6%
|
Continental |
55
32%
|
55
32.5%
|
110
32.3%
|
Northeast |
61
35.5%
|
59
34.9%
|
120
35.2%
|
Days in the residential program (Days) [Median (Standard Deviation) ] | |||
Median (Standard Deviation) [Days] |
91.20
(96.035)
|
92.55
(100.326)
|
91.868
(98.183)
|
Outcome Measures
Title | Risk for Criminal Recidivism (Criminal Thinking) |
---|---|
Description | The Psychological Inventory of Criminal Thinking Styles (56 items) was administered to assess criminal thinking. The measure includes scales of Mollification, Cutoff, Entitlement, Power Orientation, Super-optimism, Cognitive Indolence, and Discontinuity . Scores on these scales were summed to create a General Criminal Thinking score, which has been validated as an overall index of recidivism risk. Higher scores equate to more criminal thinking. Scores were converted to a T-score metric (M=50, SD=10), calculated in reference to norms from samples of incarcerated offenders. |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
53.66
|
53.30
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | -0.10 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | -0.88 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Alcohol Use |
---|---|
Description | The quantity and frequency of patients' self-reported alcohol use in the past 6 months, measured with the Timeline Follow-Back interview that was administered at the 6-month follow-up interview. |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [percentage of days abstinent (past 6 mo)] |
94
|
95
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.06 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.02 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Drug Use |
---|---|
Description | The quantity and frequency of patients' self-reported drug use in the past 6 months, measured with the Timeline Follow-Back interview. It was administered at each time point to calculate for the past 6 months total number of days using any drugs (marijuana, cocaine, amphetamines, heroin, other opiates, benzodiazepines, barbiturates, inhalants, or hallucinogens). |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [Days (in past 6 months)] |
23.07
|
15.01
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 10.98 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 14.64 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Criminal Associates |
---|---|
Description | Scale A of the Measures of Criminal Attitudes and Associates (MCAA; Mills, Kroner, & Forth, 2002) was administered at each interview to quantify participants' associations with criminal peers, a strong predictor of criminal recidivism (Mills, Kroner, & Hemmati, 2004). Participants were asked to consider the four adults (excluding family, co-workers, or other residents in treatment) with whom they spend the most free-time. A count variable was created by summing the number of friends for which the participant answered yes to any of the questions of criminal involvement (possible range=0-4, where a higher score indicates a worse outcome) |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [friends with criminal involvement] |
0.43
|
0.28
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 1.45 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 1.22 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Employment Problem Severity |
---|---|
Description | The Employment module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity. |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.58
|
0.61
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.04 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63). | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.02 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Alcohol Use Problem Severity. |
---|---|
Description | The Alcohol module of the ASI was administered at each time point to assess problem severity in this domain, using composite score indices (ranging from 0 to 1); higher scores indicate greater problem severity. ASI composite scores such as this have long been used to provide internally-consistent evaluations of a patient in a particular problem area (Grahn & Padyab, 2020). |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.09
|
0.06
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6mo.(Beta value) |
Estimated Value | 0.04 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.02 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Legal Problem Severity |
---|---|
Description | The Legal Status module of the Addiction Severity Index (ASI; McLellan et al., 2006) was administered at each interview to assess legal problem severity. The latter is based on a composite index derived from five items: Are you presently awaiting charges, trial, or sentence? How many days in the past 30 have you engaged in illegal activities for profit? How serious do you feel your present legal problems are? (0=Not at all, 4=Extremely) How important to you now is counseling or referral for these legal problems? (0=Not at all, 4=Extremely) How much money did you receive from illegal sources in the past 30 days? These items were standardized and aggregated and yield scores ranging from 0 to 1; higher scores indicate greater problem severity of legal problems. |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.14
|
0.13
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.02 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | -0.08 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Family/Social Problems |
---|---|
Description | The Family/Social module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity. |
Time Frame | 6 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.1
|
0.1
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.06 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Time x Condition at 6 mo.(Beta value) |
Estimated Value | 0.06 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Risk for Criminal Recidivism (Criminal Thinking) |
---|---|
Description | The Psychological Inventory of Criminal Thinking Styles (56 items) was administered to assess criminal thinking. The measure includes scales of Mollification, Cutoff, Entitlement, Power Orientation, Super-optimism, Cognitive Indolence, and Discontinuity . Scores on these scales were summed to create a General Criminal Thinking score, which has been validated as an overall index of recidivism risk. Higher scores equate to more criminal thinking. Scores were converted to a T-score metric (M=50, SD=10), calculated in reference to norms from samples of incarcerated offenders. |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
50.96
|
49.80
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta |
Estimated Value | 0.69 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta v |
Estimated Value | -0.89 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Alcohol Use |
---|---|
Description | The quantity and frequency of patients' self-reported alcohol use in the past 6 months, measured with the Timeline Follow-Back interview that was administered at the 12-month follow-up interview. |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [percentage of days abstinent (past 6 mo)] |
94
|
94
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta v |
Estimated Value | 0.07 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63) | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta v |
Estimated Value | 0.01 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Drug Use |
---|---|
Description | The quantity and frequency of patients' self-reported drug use in the past 6 months, measured with the Timeline Follow-Back interview. It was administered at each time point to calculate for the past 6 months total number of days using any drugs (marijuana, cocaine, amphetamines, heroin, other opiates, benzodiazepines, barbiturates, inhalants, or hallucinogens). |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [Days (in past 6 months)] |
18.63
|
15.03
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta v |
Estimated Value | 6.53 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63 | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta v |
Estimated Value | 5.68 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Criminal Associates |
---|---|
Description | Scale A of the Measures of Criminal Attitudes and Associates (MCAA; Mills, Kroner, & Forth, 2002) was administered at each interview to quantify participants' associations with criminal peers, a strong predictor of criminal recidivism (Mills, Kroner, & Hemmati, 2004). Participants were asked to consider the four adults (excluding family, co-workers, or other residents in treatment) with whom they spend the most free-time. A count variable was created by summing the number of friends for which the participant answered yes to any of the questions of criminal involvement (possible range=0-4, where a higher score indicates a worse outcome) |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [friends with criminal involvement] |
0.37
|
0.43
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta v |
Estimated Value | 0.83 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63). | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <0.01 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta v |
Estimated Value | 0.46 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Employment Problem Severity |
---|---|
Description | The Employment module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity. |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.48
|
0.53
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta) |
Estimated Value | 0.02 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63). | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta) |
Estimated Value | -0.08 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Alcohol Use Problem Severity. |
---|---|
Description | The Alcohol module of the ASI was administered at each time point to assess problem severity in this domain, using composite score indices (ranging from 0 to 1); higher scores indicate greater problem severity. ASI composite scores such as this have long been used to provide internally-consistent evaluations of a patient in a particular problem area (Grahn & Padyab, 2020). |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.04
|
0.06
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta)] |
Estimated Value | -0.03 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63). | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta)] |
Estimated Value | -0.07 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Legal Problem Severity |
---|---|
Description | The Legal Status module of the Addiction Severity Index (ASI; McLellan et al., 2006) was administered at each interview to assess legal problem severity. The latter is based on a composite index derived from five items: Are you presently awaiting charges, trial, or sentence? How many days in the past 30 have you engaged in illegal activities for profit? How serious do you feel your present legal problems are? (0=Not at all, 4=Extremely) How important to you now is counseling or referral for these legal problems? (0=Not at all, 4=Extremely) How much money did you receive from illegal sources in the past 30 days? These items were standardized and aggregated and yield scores ranging from 0 to 1; higher scores indicate greater problem severity of legal problems. |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.09
|
0.09
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta)] |
Estimated Value | 0.01 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63). | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta)] |
Estimated Value | -0.08 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Title | Family/Social Problems |
---|---|
Description | The Family/Social module of the ASI was administered at each timepoint to assess problem severity in this domain, using composite score indices (range 0 to 1); higher scores indicate greater problem severity. |
Time Frame | 12 months (post-baseline) |
Outcome Measure Data
Analysis Population Description |
---|
Intent to treat population (all participants assigned to MRT or UC) analyzed using mixed-effects models. Effectiveness was measured by the time x condition interaction term (UC as the reference group). |
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) |
---|---|---|
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. |
Measure Participants | 172 | 169 |
Mean (95% Confidence Interval) [score on a scale] |
0.19
|
0.11
|
Statistical Analysis 1
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | ||
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | <0.05 |
Comments | The threshold for statistical significance was p = 0.05 | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta)] |
Estimated Value | 0.07 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Statistical Analysis 2
Statistical Analysis Overview | Comparison Group Selection | Moral Reconation Therapy (MRT), Usual Care (UC) |
---|---|---|
Comments | Per protocol analysis, which included all UC participants (n=169) and only those in the MRT condition who had received the minimum recommended dose of the intervention - i.e., Step 3 or higher of MRT (n=63). | |
Type of Statistical Test | Superiority | |
Comments | ||
Statistical Test of Hypothesis | p-Value | >0.05 |
Comments | The threshold for statistical significance was p = 0.05. | |
Method | Mixed Models Analysis | |
Comments | Models adjusted for covariates (yielded estimated mean values of the outcome) and non-response weights based on completion of follow-up interviews. | |
Method of Estimation | Estimation Parameter | Other[Time x Condition at 12 mo.(Beta)] |
Estimated Value | 0.08 | |
Confidence Interval |
(2-Sided) % to |
|
Parameter Dispersion |
Type: Value: |
|
Estimation Comments |
Adverse Events
Time Frame | Adverse event data was collected in the 12 months post-baseline for each participant. | |||
---|---|---|---|---|
Adverse Event Reporting Description | ||||
Arm/Group Title | Moral Reconation Therapy (MRT) | Usual Care (UC) | ||
Arm/Group Description | MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. Moral Reconation Therapy (MRT): MRT is a group-based cognitive-behavioral intervention to restructure antisocial thinking. Patients will receive two groups per week of this intervention for approximately 12 weeks, in addition to the usual care they receive in the mental health residential rehabilitation treatment program. | Usual care provided by the mental health residential rehabilitation treatment programs, which patients in both groups are in. | ||
All Cause Mortality |
||||
Moral Reconation Therapy (MRT) | Usual Care (UC) | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 7/172 (4.1%) | 12/169 (7.1%) | ||
Serious Adverse Events |
||||
Moral Reconation Therapy (MRT) | Usual Care (UC) | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 2/172 (1.2%) | 4/169 (2.4%) | ||
Social circumstances | ||||
Death | 2/172 (1.2%) | 2 | 4/169 (2.4%) | 4 |
Other (Not Including Serious) Adverse Events |
||||
Moral Reconation Therapy (MRT) | Usual Care (UC) | |||
Affected / at Risk (%) | # Events | Affected / at Risk (%) | # Events | |
Total | 0/172 (0%) | 0/169 (0%) |
Limitations/Caveats
More Information
Certain Agreements
All Principal Investigators ARE employed by the organization sponsoring the study.
There is NOT an agreement between Principal Investigators and the Sponsor (or its agents) that restricts the PI's rights to discuss or publish trial results after the trial is completed.
Results Point of Contact
Name/Title | Daniel M. Blonigen, PhD |
---|---|
Organization | Center for Innovation to Implementation, VA Palo Alto |
Phone | 650-493-5000 ext 27828 |
daniel.blonigen@va.gov |
- IIR 14-081