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Knight DK, Funk RR, Belenko S, Dennis M, Wiese AL, Bartkowski JP, Dembo R, Elkington KS, Flynn PM, Harris PW, Hogue A, Palinkas LA, Robertson AA, Scott CK. Results of a national survey of substance use treatment services for youth under community supervision. HEALTH & JUSTICE 2023; 11:29. [PMID: 37515602 PMCID: PMC10385917 DOI: 10.1186/s40352-023-00233-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Accepted: 07/17/2023] [Indexed: 07/31/2023]
Abstract
BACKGROUND Despite the heightened risk for substance use (SU) among youth in the juvenile justice system, many do not receive the treatment that they need. OBJECTIVES The purpose of this study is to examine the extent to which youth under community supervision by juvenile justice agencies receive community-based SU services and the factors associated with access to such services. METHODS Data are from a nationally representative sample of Community Supervision (CS) agencies and their primary behavioral health (BH) partners. Surveys were completed by 192 CS and 271 BH agencies. RESULTS SU services are more often available through BH than CS for all treatment modalities. EBPs are more likely to be used by BH than by CS. Co-location of services occurs most often in communities with fewer treatment options and is associated with higher interagency collaboration. Youth are more likely to receive services in communities with higher EBP use, which mediates the relationship between the availability of SU treatment modalities and the proportion of youth served. CONCLUSION Findings identify opportunities to strengthen community systems and improve linkage to care.
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Affiliation(s)
- Danica K Knight
- Institute of Behavioral Research, Texas Christian University, 3034 Sandage Avenue, Fort Worth, TX, 76129, USA.
| | - Rod R Funk
- Chestnut Health Systems, 1003 Martin Luther King Jr. Drive, Bloomington, IL, 61701, USA
| | - Steven Belenko
- Temple University, 1801 N. Broad Street, Philadelphia, PA, 19122, USA
| | - Michael Dennis
- Chestnut Health Systems, 448 Wylie Drive, Normal, IL, 61761, USA
| | - Amanda L Wiese
- Institute of Behavioral Research, Texas Christian University, 3034 Sandage Avenue, Fort Worth, TX, 76129, USA
| | - John P Bartkowski
- University of Texas at San Antonio, 1 UTSA Circle, San Antonio, TX, 78248, USA
| | - Richard Dembo
- University of Southern Florida, 4202 E. Fowler Avenue, Tampa, FL, 33620, USA
| | - Katherine S Elkington
- Columbia University and New York State Psychiatric Institute, 1051 Riverside Drive, New York, NY, 10032, USA
| | - Patrick M Flynn
- Institute of Behavioral Research, Texas Christian University, 3034 Sandage Avenue, Fort Worth, TX, 76129, USA
| | - Philip W Harris
- Temple University, 1801 N. Broad Street, Philadelphia, PA, 19122, USA
| | - Aaron Hogue
- Partnership to End Addiction, Family and Adolescent Clinical Technology & Science (FACTS), 485 Lexington Avenue, 3rd Floor, New York, NY, 10017, USA
| | - Lawrence A Palinkas
- University of Southern California, 669 W. 34th Street, Los Angeles, CA, 90089, USA
| | - Angela A Robertson
- Mississippi State University, 1 Research Blvd., Suite 103, Starkville, MS, 39759, USA
| | - Christy K Scott
- Lighthouse Institute, Chestnut Health Systems, 221 W. Walton, Chicago, IL, 60610, USA
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Robertson AA, Gardner S, Dembo R, Dennis M, Pankow J, Wilson KJ. Impact of implementation interventions to improve substance use service delivery on recidivism among justice-involved youth. HEALTH & JUSTICE 2023; 11:12. [PMID: 36853574 PMCID: PMC9972752 DOI: 10.1186/s40352-023-00210-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/09/2022] [Accepted: 01/31/2023] [Indexed: 06/18/2023]
Abstract
Substance use disorders (SUD) are prevalent among justice-involved youth (JIY) and are a robust predictor of re-offending. Only a fraction of JIY with substance use problems receive treatment. This paper describes the impacts of system-level efforts to improve identification and referral to treatment on recidivism of JIY. A cluster randomized trial involving 20 county juvenile justice agency sites across 5 states was used to implement an organizational intervention (Core vs Enhanced) to juvenile justice staff and community-based treatment providers, working with 18,698 JIY from March 2014 to August 2017. Recidivism rates over four study time periods were examined. Logistic regression was used to predict recidivism as a function of site, need for SUD services, level of supervision, time, organizational intervention, and time x intervention interaction terms. Results indicated that Enhanced sites showed decreased levels of recidivism compared to Core-only sites, where it increased over time. Additionally, need for SU services, level of supervision, and site were significant predictors of reoffending. Findings suggest the potential value of facilitation of juvenile justice agency efforts to increasing identification of and referral to SUD services of JIY in need of such services for reducing further contact with the legal system.
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Affiliation(s)
- Angela A. Robertson
- Social Science Research Center, Mississippi State University, 1 Research Blvd., Suite 103, Starkville, MS 39759 USA
| | - Sheena Gardner
- Social Science Research Center, Mississippi State University, 1 Research Blvd., Suite 103, Starkville, MS 39759 USA
| | - Richard Dembo
- Department of Criminology, College of Behavioral & Criminal Sciences, University of South Florida, Tampa, FL USA
| | - Michael Dennis
- Lighthouse Institute, Chestnut Health Systems, Normal, IL USA
| | - Jennifer Pankow
- Institute of Behavioral Research, Texas Christian University, Fort Worth, TX USA
| | - Khirsten J. Wilson
- Social Science Research Center, Mississippi State University, 1 Research Blvd., Suite 103, Starkville, MS 39759 USA
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Knight DK, Belenko S, Dennis ML, Wasserman GA, Joe GW, Aarons GA, Bartkowski JP, Becan JE, Elkington KS, Hogue A, McReynolds LS, Robertson AA, Yang Y, Wiley TRA. The comparative effectiveness of Core versus Core+Enhanced implementation strategies in a randomized controlled trial to improve substance use treatment receipt among justice-involved youth. BMC Health Serv Res 2022; 22:1535. [PMID: 36527067 PMCID: PMC9758864 DOI: 10.1186/s12913-022-08902-6] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2022] [Accepted: 11/24/2022] [Indexed: 12/23/2022] Open
Abstract
BACKGROUND Most justice-involved youth are supervised in community settings, where assessment and linkage to substance use (SU) treatment services are inconsistent and fragmented. Only 1/3 of youth with an identified SU need receive a treatment referral and even fewer initiate services. Thus, improving identification and linkage to treatment requires coordination across juvenile justice (JJ) and behavioral health (BH) agencies. The current study examines the comparative effectiveness of two bundled implementation intervention strategies for improving SU treatment initiation, engagement, and continuing care among justice-involved youth supervised in community settings. Exploration, Preparation, Implementation, Sustainment (EPIS) served as the conceptual framework for study design and selection/timing of implementation intervention components, and the BH Services Cascade served as the conceptual and measurement framework for identifying and addressing gaps in service receipt. METHODS Part of a larger Juvenile-Justice Translational Research on Interventions for Adolescents in the Legal System (JJ-TRIALS) Cooperative, this study involved a multisite, cluster-randomized control trial where sites were paired then randomly assigned to receive Core (training teams on the BH Services Cascade and data-driven decision making; supporting goal selection) or Core+Enhanced (external facilitation of implementation teams) intervention components. Youth service records were collected from 20 JJ community supervision agencies (in five states) across five study phases (baseline, pre-randomization, early experiment, late experiment, maintenance). Implementation teams comprised of JJ and BH staff collaboratively identified goals along the BH Cascade and used data-driven decision-making to implement change. RESULTS Results suggest that Core intervention components were effective at increasing service receipt over time relative to baseline, but differences between Core and Core+Enhanced conditions were non-significant. Time to service initiation was shorter among Core+Enhanced sites, and deeper Cascade penetration occurred when external facilitation (of implementation teams) was provided. Wide variation existed in the degree and nature of change across service systems. CONCLUSIONS Findings demonstrate the criticality of early EPIS phases, demonstrating that strategies provided during the formative exploration and preparation phases produced some improvement in service receipt, whereas implementation-focused activities produced incremental improvement in moving youth farther along the Cascade.
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Affiliation(s)
- Danica K. Knight
- grid.264766.70000 0001 2289 1930Karyn Purvis Institute of Child Development, Texas Christian University, Fort Worth, USA
| | - Steven Belenko
- grid.264727.20000 0001 2248 3398Department of Criminal Justice, Temple University, Philadelphia, USA
| | | | - Gail A. Wasserman
- grid.21729.3f0000000419368729Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, USA
| | - George W. Joe
- grid.264766.70000 0001 2289 1930Institute of Behavioral Research, Texas Christian University, Fort Worth, USA
| | - Gregory A. Aarons
- grid.266100.30000 0001 2107 4242Child and Adolescent Services Research Center, University of California, San Diego, USA
| | - John P. Bartkowski
- grid.215352.20000000121845633Department of Sociology, University of Texas at San Antonio, San Antonio, USA
| | - Jennifer E. Becan
- grid.264766.70000 0001 2289 1930Institute of Behavioral Research, Texas Christian University, Fort Worth, USA
| | - Katherine S. Elkington
- grid.21729.3f0000000419368729Department of Psychiatry, College of Physicians and Surgeons, Columbia University, New York, USA
| | - Aaron Hogue
- grid.475801.fPartnership to End Addiction, New York, USA
| | - Larkin S. McReynolds
- grid.239585.00000 0001 2285 2675Mailman School of Public Health, Columbia University, NYS Psychiatric Institute, New York, USA
| | - Angela A. Robertson
- grid.260120.70000 0001 0816 8287Social Science Research Center, Mississippi State University, Starkville, USA
| | - Yang Yang
- grid.264766.70000 0001 2289 1930Institute of Behavioral Research, Texas Christian University, Fort Worth, USA
| | - Tisha R. A. Wiley
- grid.420090.f0000 0004 0533 7147Service Research Branch, National Institute on Drug Abuse, Bethesda, USA
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Belenko S, Dembo R, Knight DK, Elkington KS, Wasserman GA, Robertson AA, Welsh WN, Schmeidler J, Joe GW, Wiley T. Using structured implementation interventions to improve referral to substance use treatment among justice-involved youth: Findings from a multisite cluster randomized trial. J Subst Abuse Treat 2022; 140:108829. [PMID: 35751945 PMCID: PMC9357202 DOI: 10.1016/j.jsat.2022.108829] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/21/2021] [Revised: 03/25/2022] [Accepted: 06/15/2022] [Indexed: 10/17/2022]
Abstract
INTRODUCTION Youth involved in the justice system have high rates of alcohol and other drug use, but limited treatment engagement. JJ-TRIALS tested implementation activities with community supervision (CS) and behavioral health (BH) agencies to improve screening, identification of substance use service need, referral, and treatment initiation and engagement, guided by the BH Services Cascade and EPIS frameworks. This paper summarizes intervention impacts on referrals to treatment among youth on CS. METHODS This multisite cluster-randomized trial involved 18 matched pairs of sites in 36 counties in seven states randomly assigned to core or enhanced conditions after implementing the core intervention at all sites for six months. Enhanced sites received external facilitation for local change team activities to reduce unmet treatment needs; Core sites were encouraged to form interagency workgroups. The dependent variable was percentage referred to treatment among youth in need (N = 14,012). Two-level Bayesian regression assessed factors predicting referral across all sites and time periods. Generalized linear mixed models using logit transformation tested two hypotheses: (H1) referrals will increase from baseline to the experimental period, (H2) referral increases will be larger in enhanced sites than in core sites. RESULTS Although the intervention significantly increased referral, condition did not significantly predict referral across all time periods. Youth who tested drug positive, had an alcohol/other drug-related or felony charge, were placed in secure detention or assigned more intensive supervision, or who were White were more likely to be referred. H1 (p < .05) and H2 (p < .0001) were both significant in the hypothesized direction. Interaction analyses comparing site pair differences showed that findings were not consistent across sites. CONCLUSIONS The percentage of youth referred to treatment increased compared with baseline overall, and enhanced sites showed larger increases in referrals over time. However, variations in effects suggest that site-level differences were important. Researchers should carry out mixed methods studies to further understand reasons for the inconsistent findings within randomized site pairs, and how to further improve treatment referrals across CS and BH systems. Findings also highlight that even when CS agencies work collaboratively with BH providers to improve referrals, most justice-involved youth who need SU services are not referred.
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Affiliation(s)
| | - Richard Dembo
- University of South Florida, United States of America
| | | | - Katherine S Elkington
- Columbia University and New York State Psychiatric Institute, United States of America
| | - Gail A Wasserman
- Columbia University and New York State Psychiatric Institute, United States of America
| | | | | | - James Schmeidler
- Icahn School of Medicine at Mount Sinai, United States of America
| | - George W Joe
- Texas Christian University, United States of America
| | - Tisha Wiley
- National Institute on Drug Abuse, United States of America
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