A Pilot Study to Examine the Feasibility and Potential Effectiveness of Using Smartphones to Provide Recovery Support for Adolescents.

BACKGROUND: Smartphone applications can potentially provide recovery monitoring and support in real-time, real-life contexts. Study aims included determining feasibility of (a) adolescents completing ecological momentary assessments (EMAs) and utilizing phone-based ecological momentary interventions (EMIs); and (b) using EMA and EMI data to predict substance use in the subsequent week. METHODS: Twenty-nine adolescents were recruited at discharge from residential treatment, regardless of their discharge status or length of stay. During the 6-week pilot, youth were prompted to complete an EMA at 6 random times per day and were provided access to a suite of recovery support EMI. Youth completed 87% of the 5580 EMAs. Based on use in the next 7 days, EMA observations were classified into 3 risk groups: "Current Use" in the past 30 minutes (3% of observations), "Unrecognized Risk" (42%), or "Recognized Risk" (55%). All youth had observations in 2 or more risk groups and 38% in all 3. Youth accessed an EMI on average 162 times each week. RESULTS: Participants were 31% female, 48% African American, 21% Caucasian, 7% Hispanic, and 24% Mixed/Other; average age was 16.6 years. During the 90 days prior to entering treatment, youth reported using alcohol (38%), marijuana (41%), and other drugs (7%). When compared with the "Recognized Risk" group's use in the following week (31%), both the "Unrecognized Risk" (50%, odds ratio [OR]=2.08) and "Current Use" (96%, OR=50.30) groups reported significantly higher rates of use in the next week. When an EMI was accessed 2 or more times within the hour following an EMA, the rate of using during the next week was significantly lower than when EMIs were not accessed (32% vs. 43%, OR=0.62). CONCLUSIONS: Results demonstrate the feasibility of using smartphones for recovery monitoring and support with adolescents, with potential to reduce use.

PREDICTORS OF RECIDIVISM OVER 3 YEARS AMONG SUBSTANCE-USING WOMEN RELEASED FROM JAIL.

This study examines predictors of recidivism over 3 years for 624 women released from a county jail using a comprehensive range of standardized measures derived from gender-responsive and gender-neutral criminogenic recidivism models. Although more than a dozen factors were related to recidivism in the univariate analysis, the multivariate analysis shows that recidivism can be reliably predicted (area under the curve = 0.90) with just four factors: age, no custody of children, substance use frequency, and number of substance problems. Exploratory analysis of women who recidivated in post-release months 1 to 3, 4 to 12, and 13 to 36 revealed that the effects of several variables (age, super optimism, and number of weeks in the jail treatment program) were dependent on the time elapsed since release from jail, whereas others (substance use and custody) had persistent effects over time. These findings support the development of re-entry services tailored for female offenders who address both gender-responsive and gender-neutral criminogenic risk factors.

Economic Costs of a Postrelease Intervention for Incarcerated Female Substance Abusers: Recovery Management Checkups for Women Offenders (RMC-WO).

This study estimates the economic costs of Recovery Management Checkups for Women Offenders (RMC-WO), highlighting the unique mix of services and differential costs between two distinct phases of the intervention. Participants were randomly assigned to quarterly outcome monitoring (OM) only (n=242) or OM plus Recovery Management Checkups (OM-plus-RMC) (n=238). The OM-only condition has a total annual economic cost of $76,010, which equates to $81 quarterly per person. The average cost per OM interview completed is $86. OM-plus-RMC generates a total annual economic cost of $126,717, or $137 quarterly per person. The cost per interview completed is $147 and the cost per intervention session completed is $161. RMC-WO has a relatively modest additional cost compared with the average costs of post-release supervision, which can range from $3.42 ($1,250) per day (year) for probationers to $7.47 ($2,750) per day (year) for parolees. The clinical, economic, and policy implications of incorporating RMC-WO into existing corrections and/or community-based treatment settings are discussed.

Using the Rasch measurement model in psychometric analysis of the Family Effectiveness Measure.

BACKGROUND: Valid assessment of family functioning can play a vital role in optimizing client outcomes. Because family functioning is influenced by family structure, socioeconomic context, and culture, existing measures of family functioning-primarily developed with nuclear, middle-class European American families-may not be valid assessments of families in diverse populations. The Family Effectiveness Measure was developed to address this limitation. OBJECTIVES: The aim of this study was to test the Family Effectiveness Measure with data from a primarily low-income African American convenience sample using the Rasch measurement model. METHODS: A sample of 607 adult women completed the measure. Rasch analysis was used to assess unidimensionality, response category functioning, item fit, person reliability, differential item functioning by race and parental status, and item hierarchy. Criterion-related validity was tested using correlations with five other variables related to family functioning. RESULTS: The Family Effectiveness Measure measures two separate constructs: The Effective Family Functioning construct was a psychometrically sound measure of the target construct that was more efficient because of the deletion of 22 items. The Ineffective Family Functioning construct consisted of 16 of those deleted items but was not as strong psychometrically. Items in both constructs evidenced no differential item functioning by race. Criterion-related validity was supported for both. DISCUSSION: In contrast to the prevailing conceptualization that family functioning is a single construct, assessed by positively and negatively worded items, use of the Rasch analysis suggested the existence of two constructs. Whereas the Effective Family Functioning scale is a strong and efficient measure of family functioning, the Ineffective Family Functioning scale will require additional item development and psychometric testing.

Trends and age-related disparities in opioid use disorder treatment admissions for adolescents and young adults.

BACKGROUND: Treatment of opioid use disorder (OUD) in adolescents and young adults is imperative to reduce the risk of overdose and other opioid-related harms. Limited information has been published about national trends in health disparities including utilization, access to medication for opioid use disorder (MOUD), and treatment retention of adolescents and young adults with OUD. METHODS: This secondary data analysis tested for trends and age-related disparities in national OUD treatment admissions, as well as length of stay (defined as continuous enrollment in some form of treatment at a program) and planned use of MOUD for adolescents (age 12-17) and young adults (age 18-24) using the Treatment Episode Data Set from 2008 to 2017. The study also used data from the National Survey on Drug Use and Health to identify population prevalence of OUD and presentation to OUD treatment in adolescents and young adults compared to older adults (age 25+). RESULTS: OUD treatment admissions significantly decreased over the decade by 63% (z = 2.61, p < .01) for adolescents and 13% (z = 2.25, p < .01) for young adults. The rate of planned MOUD at intake increased from 1.1% to 3.0% for adolescents but did not achieve significance. MOUD was more commonly recommended in young adults across the time period (13.5 to 21.8%, z = 2.24, p < .01). Treatment length of stay did not change significantly for adolescents, but did increase for young adults from 2008 to 2017 in the 91+ (19.9-23.9%, z = 2.22, p < .01) and 181+ days (9.7-12.5%, z = 2.26, p < .01) categories. Relative to older adults, the percent of people with OUD presenting for OUD treatment is significantly lower for adolescents (44.6% vs. 3.6%, OR = 0.05, p < .05) and young adults (44.6% vs. 22.2%, OR = 0.36, p < .05). Among those who initiated treatment, lower rates occurred of planned MOUD for adolescents (93% vs. 2%, OR = 0.002, p < .05) and young adults (93% vs. 56%, OR = 0.10, p < .05). CONCLUSIONS: A significant unmet need exists for OUD treatment and recommendation of MOUD in adolescents and young adults with OUD. These trends are concerning given increasing rates of opioid-related emergency room admissions and deaths during the same time period. Federal and state funders should examine adolescent and young adult's services separately from older adults (25+) to reduce age-related access disparities and ensure adequate MOUD treatment capacity.

Surviving drug addiction: the effect of treatment and abstinence on mortality.

OBJECTIVES: We examined the relationships between substance abuse treatment, abstinence, and mortality in a sample of individuals entering treatment. We also estimated overall mortality rates and the extent to which they varied according to demographic, clinical severity, and treatment variables. METHODS: We used data from a 9-year longitudinal study of 1326 adults entering substance abuse treatment on the west side of Chicago, of whom 131 died (11.0 per 1000 person-years). Baseline predictors, initial and long-term treatment response, and substance use patterns were used to predict mortality rates and time to mortality. RESULTS: Older age, health problems, and substance use were associated with an increased risk of mortality, and higher percentages of time abstinent and longer durations of continuous abstinence were associated with a reduced risk of mortality. Treatment readmission in the first 6 months after baseline was related to an increased likelihood of abstinence, whereas readmission after 6 months was related to a decreased likelihood of abstinence, suggesting that treatment timing is significant. CONCLUSIONS: Our findings suggest the need to shift the addiction treatment field from an acute care model to a chronic disease management paradigm and the need for more aggressive screening, intervention, and addiction management over time.

A community outreach intervention to link individuals with opioid use disorders to medication-assisted treatment.

Individuals with opioid use disorders (OUD) face significant barriers to accessing medication-assisted treatment (MAT), yet access to MAT is critical to reducing opioid-related fatality. This study evaluated a peer outreach and treatment linkage intervention in Chicago that is part of the Illinois Opioid State Targeted Response (STR) project to assist individuals with OUD in accessing MAT. The study uses the framework of the Opioid Use Disorder Cascade of Care to track progress through successive stages of the intervention and evaluated covariates of successful transitions across stages. Peer outreach workers contacted individuals in high-risk communities, conducted an eligibility screen, and scheduled eligible individuals to meet with project staff for treatment linkage. Over the 12-month study period (July 2017-June 2018), peer outreach workers conducted approximately 3308 encounters with individuals; 83% (n = 1638) were determined to be eligible for the intervention and agreed to an on-site linkage meeting. A majority of these (59%; n = 972) showed to the linkage meeting; most of these (92%, n = 890) were scheduled for a MAT intake appointment; and 86% (n = 765) of those scheduled showed to the MAT intake appointment. Most (91%; n = 696) of those who showed for treatment intake received a first dose, and 72% (n = 498) of these were in treatment at 30 days after their first dose. Several participant characteristics differentiated individuals that continued at each stage of the cascade model from those that did not. These findings demonstrate that the peer outreach and treatment linkage intervention may be successfully used to engage individuals with OUD into treatment.

Substance use prevention services in juvenile justice and behavioral health: results from a national survey.

BACKGROUND: This study examined the national availability of substance use prevention (SUP) within juvenile justice (JJ) and their primary behavioral health (BH) providers, and the relationships between the availability of SUP and agency-level measures of organizational structure, staffing, and youth characteristics. A three-stage national probability sampling process was used to select participants for a national survey that included, among other facets of community supervision (CS) and BH practices, questions on agency characteristics, youth characteristics, whether the agency/provider directly provided SUP services, and whether the agency/provider directly provided substance use and/or mental health treatment. This paper focuses on SUP services along with agency/provider and youth characteristics related to providing SUP. RESULTS: The response rate for both CS agencies (n = 195) and BH providers (n = 271) was 96%. Complex samples logistic regression initially examined univariate associations of each variable and identified candidates for a final multivariate model. Overall, only one-third of CS and BH providers reported offering SUP services, with BH providers being significantly more likely than CS agencies to provide SUP services. In addition, likelihood of SUP was significantly lower among agencies where the substance use distribution of the caseload was below the median. Controlling for master's level staff and the substance use distribution, CS agencies were about 67% less likely to offer SUP when compared to BH providers. CONCLUSIONS: Given the high rates of substance use among justice-involved youth and that substance use is an established risk for several negative behaviors, outcomes, and health conditions, these findings suggest that evidence-based prevention services should likely be expanded in justice settings, and perhaps included as part of CS programs, even when youth do not initially present with SU service needs.

Juvenile justice systems of care: results of a national survey of community supervision agencies and behavioral health providers on services provision and cross-system interactions.

BACKGROUND: Youth involved in the juvenile justice (JJ) system have high needs for behavioral health services, especially related to substance use and mental disorders. This study aimed to understand the extent to which elements in the cascade model of behavioral health services for JJ-involved youth are provided to youth by Community Supervision (CS) and/or Behavioral Health (BH) providers. In order to understand interactions across CS and BH systems, this study used a multistage probabilistic survey design to sample CS agencies and their primary BH service providers of substance use and mental health treatment in the United States. Parallel surveys were administered to both CS and BH providers regarding: characteristics of youth served, BH services available, whether services were provided directly and/or by referral, use of evidence-based practices (EBPs), and methods of collaboration, referral, and information exchange across CS and BH providers. RESULTS: The findings from weighted national estimates demonstrate that youth referred from CS to the BH programs represent a more severe sub-group of youth under CS supervision. There are established cross-system relationships for assessment and referral for substance use and mental health treatment, but less so for prevention services. Most CS programs refer youth to BH providers for these services, which typically utilize more highly trained staff to provide EBPs to a majority of the youth served. More intensive substance use and mental health treatment, aftercare, and recovery support services were limited in availability. CONCLUSIONS: The findings suggest that although many elements in a cascade model of BH services for JJ-involved youth have been implemented within local systems of care through collaboration between CS and BH providers, there are several underdeveloped areas and potential for attrition across the service cascade. Greater attention to providing services to youth with higher levels of severity, aftercare services, and recovery support is warranted within a multi-systemic framework.

Treatment Retention and Outcomes with the Adolescent Community Reinforcement Approach in Emerging Adults with Opioid Use.

Treatment retention and engagement of emerging adults with opioid use disorders can be particularly challenging. This study compares treatment outcomes of young adults with primary opioid use (OU) to those with primary marijuana or alcohol use (MAU), who received the Adolescent Community Reinforcement Approach (A-CRA), an evidence-based therapy for the treatment of substance use. The MAU and OU groups were comprised of an outcome sample of 419 young adults ages 18-25. Groups were compared on intake demographics, clinical characteristics, and measures of treatment retention and other associated factors, including treatment initiation and engagement. Outcome measures were administered at A-CRA intake and at 3, 6, and 12 months post-intake. Both groups were similar in treatment retention, initiation, and engagement. Both groups showed a similar decrease in alcohol (p < .001) and marijuana use (p < .001). The OU group had significantly less opioid use at 3 months (p < .001) and maintained this decrease, but did not improve to the level observed in the MAU group at the 12-month follow-up. The Adolescent Community Reinforcement Approach merits further study as a behavioral treatment for young adults with opioid use.

Contingent reinforcement of personal goal activities for adolescents with substance use disorders during post-residential continuing care.

Contingency management (CM) is efficacious in improving outcomes of substance-abusing patients, but CM studies are relatively rare in adolescents. CM approaches can reinforce both abstinence and adherence to treatment-related goal areas. This paper describes 1,739 different activities in 10 goal areas (e.g., education, family/friends, and social/recreational) chosen by 86 adolescents who were participating in a multiple week CM study that reinforced both abstinence and adherence with goal-related activities. The mean activities selected was 20, and the mean completed was 13. Overall, 1,114 or 64% of chosen activities were completed. The clinical feasibility of activity incentive programs for adolescents is discussed.

Prevalence and comorbidity of major internalizing and externalizing problems among adolescents and adults presenting to substance abuse treatment.

As the field follows recommendations to introduce standardized assessments on substance, mental, and behavioral problems, a consistent picture has emerged that co-occurring disorders are common, that there is heterogeneity in the type of disorder, and that the pattern varies by age. This study examines the prevalence of self-reported substance use and mental health problems, the pattern of comorbidity, and how both vary by age among people presenting to substance abuse treatment. Data are from 4,930 adolescents and 1,956 adults admitted to substance abuse treatment in multisite studies who were assessed with the Global Appraisal of Individual Needs and categorized into five age groups: <15, 15-17, 18-25, 26-39, and 40+ years. Two thirds of clients had a co-occurring mental health problem in the year prior to treatment admission. Across all ages, clients self-reporting criteria for past-year substance dependence were more likely than those who did not to have other co-occurring mental health problems (odds ratios of 2.9 to 8.8). The prevalence and patterns of co-occurring mental health problems, however, varied by age. Young adults (ages 18-25) were found to be most vulnerable to co-occurring problems.

The interaction of co-occurring mental disorders and recovery management checkups on substance abuse treatment participation and recovery.

This article examines the effectiveness of quarterly Recovery Management Checkups (RMCs) for people with substance disorders by level of co-occurring mental disorders (34% none, 27% internalizing disorders, and 39% internalizing and externalizing) across two randomized experiments with 92% to 97% follow-up. The 865 participants are 82% African American, 53% female, and age 37 on average. RMC involves identification of those in need of treatment, motivational interviews, and treatment linkage assistance. It is effective in linking participants in need to treatment, with equal or better outcomes among those with more mental disorders. The data support the utility of monitoring and re-intervention for clients with co-occurring disorders.

Predictors of early therapeutic alliance among adolescents in Substance abuse treatment.

Given the importance of the therapeutic alliance in achieving positive treatment outcomes, research is needed to illuminate the factors that contribute to the development of this important relationship. The aim of the current study was to expand upon the existing literature by examining predictors of the early therapeutic alliance among adolescents treated in two outpatient programs. Use of multilevel modeling techniques revealed that the majority of the variance in adolescents' ratings of the therapeutic alliance was due to adolescent factors (91%), while the variance in therapist ratings of alliance were nearly equally divided between adolescent and therapist factors (52% vs. 48%). Participant age was found to be the only significant predictor of therapist-rated alliance, with therapists reporting higher alliances with older adolescents. Adolescents reporting higher levels of social support, greater problem recognition, and more reasons for quitting also reported higher therapeutic alliance ratings. Future research is needed to examine if early identification of adolescents with low social support and problem recognition combined with brief treatment readiness interventions can be a promising approach to help improve therapeutic engagement and post-treatment substance use outcomes.

One-year treatment patterns and change trajectories for adolescents participating in outpatient treatment for the first time.

The American Society on Addiction Medicine's Patient Placement criteria are commonly used in adolescent treatment. However, the use of these criteria and how they affect the course of treatment and interact with adolescent change has not been examined. Twelve-month treatment patterns were examined for 176 adolescents who entered their first ever episode in a treatment system using these criteria. Forty-one percent of the adolescents received additional treatment after their initial outpatient episode with over 30 unique treatment sequences (i.e., various combinations of outpatient, intensive outpatient, and residential treatment). Significant differences in treatment patterns were found between the change trajectory groups. For example, adolescents who participated in only one outpatient treatment episode were more likely to be in the low alcohol and drug use (AOD) group and less likely to have high rates of time in a controlled environment or to report moderate AOD use. Over one-third of the adolescents participated in additional treatment and almost one-quarter of those who only participated in outpatient treatment had problematic use. These findings suggest the need for clinical monitoring protocols that can be used to identify adolescents needing additional treatment or recovery services.

The effect of assertive continuing care on continuing care linkage, adherence and abstinence following residential treatment for adolescents with substance use disorders.

AIMS: This study compared assertive continuing care (ACC) to usual continuing care (UCC) on linkage, retention and a measure of continuing care adherence. Outcome analyses tested the direct and indirect effects of both conditions and level of adherence on early (months 1-3) and longer-term (months 4-9) abstinence. DESIGN: Two-group randomized design. SETTING: Eleven counties surrounding a community-based residential treatment program in the Midwestern section of the United States. PARTICIPANTS: A total of 183 adolescents, ages 12-17 years, with one or more Diagnostic and Statistical Manual version IV (DSM-IV) substance use dependence disorder and met American Society for Addiction Medicine (ASAM) placement criteria for non-medical residential treatment. INTERVENTION: Prior to discharge from residential treatment, participants were assigned randomly to receive either UCC, available at outpatient clinics in the 11-county study area, or ACC via home visits. MEASUREMENTS: Self-reported interview data were collected at intake, 3, 6 and 9 months post-residential discharge. Urine test data and interviews with a caregiver were conducted at baseline and 3 months. FINDINGS: ACC led to significantly greater continuing care linkage and retention and longer-term abstinence from marijuana. ACC resulted in significantly better adherence to continuing care criteria which, in turn, predicted superior early abstinence. Superior early abstinence outcomes for both conditions predicted longer-term abstinence. CONCLUSIONS: ACC appears to be an effective alternative to UCC for linking, retaining and increasing adherence to continuing care. Replication with larger samples is needed to investigate further the direct and indirect effects of ACC found in this study

The impact of continuing care adherence on environmental risks, substance use, and substance-related problems following adolescent residential treatment.

The effectiveness of adolescent treatment to reduce substance use has been demonstrated by a number of different literature reviews, yet longer term outcome studies have suggested that continued alcohol and other drug use is common. Participation in continuing care services and reductions in environmental risk factors (e.g., peer substance use or alcohol or drug use in the home) have both been found to be associated with improved posttreatment substance use. The authors conducted Path analysis to examine the experimental direct effect of the Assertive Continuing Care Protocol (S. H. Godley, M. D. Godley, & M. L. Dennis, 2001) on general continuing care adherence following residential treatment and the protocol's indirect effect (via general continuing care adherence) on social and environmental risk factors, as well as subsequent substance use and substance-related problems. Supporting previous findings, the final model indicates that greater adherence to continuing care is associated with reductions in environmental risk, which in turn is associated with reduced adolescent substance use and substance-related problems 9 months after discharge from residential treatment.

Substance use disorder symptoms: evidence of differential item functioning by age.

This study examined the applicability of substance abuse diagnostic criteria for adolescents, young adults, and adults using the Global Appraisal of Individual Need's Substance Problems Scale (SPS) from 7,408 clients. Rasch analysis was used to: 1) evaluate whether the SPS operationalized a single reliable dimension, and 2) examine the extent to which the severity of each symptom and the overall test functioned the same or differently by age. Rasch analysis indicated that the SPS was unidimensional with a person reliability of .84. Eight symptoms were significantly different between adolescents and adults. Young adult calibrations tended to fall between adolescents and adults. Differential test functioning was clinically negligible for adolescents but resulted in about 7% more adults being classified as high need. These findings have theoretical implications for screening and treatment of adolescents vs. adults. SPS can be used across age groups though age-specific calibrations enable greater precision of measurement.

Sensitivity and specificity of the gain short-screener for predicting substance use disorders in a large national sample of emerging adults.

BACKGROUND AND OBJECTIVES: Emerging Adults (ages 18-25) have the highest prevalence of substance use disorders and rarely receive treatment from the specialty care system. Thus, it is important to have screening instruments specifically developed for emerging adults for use in Screening, Brief Intervention and Referral to Treatment (SBIRT) models. Optimal cutoffs for the widely-used GAIN Short-Screener's (GAIN-SS) Substance Disorder Screener (SDScrY) are not established specifically for emerging adults. Therefore, this study examined the sensitivity and specificity of the SDScrY in predicting emerging adult (ages 18-25) substance use disorders. METHODS: We analyzed data from emerging adults in a large clinical sample (n=9,808) who completed both the five-item SDScrY (α=0.85) and the full criteria set for DSM-IV Substance Use Disorders. We estimated the sensitivity, specificity and area under the curve to determine optimal cutoffs. RESULTS: Analyses revealed a high correlation between the SDScrY screener and its longer parent scale (r=0.95, p<0.001). Sensitivity (83%) and specificity (95%) were highest at a cutoff score of two (AUC=94%) on the SDScrY for any past year substance use disorder. Sensitivity (85%) was also high at a cutoff score of two on the SDScrY for any past year alcohol disorder. CONCLUSIONS: The five-item Substance Use Disorder Screener is a sensitive and specific screener for emerging adults, and could be used to identify emerging adults who may benefit from SBIRT interventions.

Adolescent Community Reinforcement Approach implementation and treatment outcomes for youth with opioid problem use.

BACKGROUND: This paper compares adolescents with primary opioid problem use (OPU) to those with primary marijuana or alcohol problem use (MAPU) who received up to six months of Adolescent Community Reinforcement Approach (A-CRA), an empirically supported treatment. METHODS: Intake clinical characteristics, treatment implementation measures, and clinical outcomes of two substance problem groups (OPU and MAPU) were compared using data from 1712 adolescents receiving A-CRA treatment. Data were collected at intake and 3, 6, and 12 months post-intake. RESULTS: At intake, adolescents in the OPU group were more likely than those in the MAPU group to be Caucasian, older, female, and not attending school; report greater substance and mental health problems; and engage in social and health risk behaviors. There was statistical equivalence between groups in rates of A-CRA treatment initiation, engagement, retention, and satisfaction. Both groups decreased significantly on most substance use outcomes, with the OPU group showing greater improvement; however, the OPU group had more severe problems at intake and continued to report higher frequency of opioid use and more days of emotional problems and residential treatment over 12 months. CONCLUSIONS: The feasibility and acceptability of A-CRA for OPUs was demonstrated. Despite significantly greater improvement by the OPU group, they did not improve to the level of the MAPU group over 12 months, suggesting that they may benefit from A-CRA continuing care up to 12 months, medication to address opioid withdrawal and craving, and the inclusion of opioid-focused A-CRA procedures.