NCT07528846

Brief Summary

The current study proposes to use a Hybrid Type 3 implementation research strategy to: 1) Significantly enhance our understanding of public health outcomes \[e.g., overdose incidents and substance-use (SU)-related Emergency Medical Service (EMS) contacts\] and public safety outcomes (e.g., drug-related arrests) associated with Deflection and Pre-Arrest Diversion initiatives (DPAD, hereafter referred to as Deflection); and 2) Create a lasting contribution to the fields of research focused on SU and the criminal legal system (CLS) by advancing knowledge of effective implementation strategies involving the critical role of community engagement in Deflection. The highly experienced team of Multiple PIs, senior-level collaborators from both Deflection and Community Behavioral Health (CBH), state-level evaluation partners, a national stakeholder advisory group, and CLS and behavioral health partners within each community have teamed up to carry out the proposed project. The study approach uses a hybrid implementation-effectiveness design to examine strategies to improve opioid and stimulant relevant outcomes, and specifically proposes to test the implementation-effectiveness of 2 strategy bundles to promote Deflection models through a CORE community engagement bundle (designed to facilitate community stakeholder engagement) and ENHANCED community engagement bundle (CORE plus a component to systematically involve community advocates) on improving implementation as well as public safety and health outcomes. The proposed randomized control trial includes a total of 20 geographically distinct clinical research performance sites (i.e., 20 communities spanning 5 states; New Mexico, Illinois, Wisconsin, Colorado, and Pennsylvania), with 3-5 communities per state and the inclusion of key CLS and CBH stakeholders within each site. The large scope of the project will maximize potential generalizability of study results and sustainability of implementation strategies.

Trial Health

63
Monitor

Trial Health Score

Automated assessment based on enrollment pace, timeline, and geographic reach

Enrollment
1,620

participants targeted

Target at P75+ for not_applicable

Timeline
35mo left

Started Jul 2026

Typical duration for not_applicable

Geographic Reach
1 country

1 active site

Status
not yet recruiting

Health score is calculated from publicly available data and should be used for screening purposes only.

Trial Relationships

Click on a node to explore related trials.

Study Timeline

Key milestones and dates

First Submitted

Initial submission to the registry

March 30, 2026

Completed
15 days until next milestone

First Posted

Study publicly available on registry

April 14, 2026

Completed
3 months until next milestone

Study Start

First participant enrolled

July 1, 2026

Expected
2.7 years until next milestone

Primary Completion

Last participant's last visit for primary outcome

March 1, 2029

2 months until next milestone

Study Completion

Last participant's last visit for all outcomes

May 1, 2029

Last Updated

April 14, 2026

Status Verified

April 1, 2026

Enrollment Period

2.7 years

First QC Date

March 30, 2026

Last Update Submit

April 7, 2026

Conditions

Keywords

deflectionpre-arrest diversion

Outcome Measures

Primary Outcomes (5)

  • public health and safety collaboration

    Is there a change in public health and safety collaboration? Measured using the Brewer et al., 2018 survey on aligning strategy (e.g., work together to identify unmet needs in the community) and coordinating current work (e.g., share information that helps the system of care work better). The Brewer et al. (2018) Aligning Strategy and Coordinating Work Survey is measured on a 5-point Likert scale, and scores are computed by averaging all items within each scale to yield a mean. Higher scores = stronger collaboration / alignment / coordination

    Month 10, 26, and 38 for Wave1; Month 14, 30, and 42 forWave 2

  • citizen awareness and perceived utility of Deflection

    Is there a change in citizen awareness and perceived utility of Deflection? Measured using several survey measures on attitudes toward deflection efforts and law enforcement within their community, including awareness, acceptability, appropriateness, and feasibility. Survey measures are scored via averaging scale items together to yield a mean, with higher scores indicating higher levels of awareness, acceptability, appropriateness, and feasibility.

    Month 10, 26, and 38 for Wave1; Month 14, 30, and 42 forWave 2

  • deflection workforce referrals and citizen enrollments in Deflection

    Is there a change in workforce referrals and citizen enrollments in Deflection? Measured using existing data collected by the deflection program on referral and enrollments to deflection services including adoption (e.g., proportion of workforce and agencies referring clients to deflection), penetration (e.g., count of deflection referrals and enrollments), equity (e.g., proportion of referrals and enrollments of minority representation), and sustainment (e.g., continued adoption and penetration). Scores for each will be represented by a count/number.

    Month 10, 26, and 38 for Wave1; Month 14, 30, and 42 for Wave 2

  • overdose and SU related mortality

    Is there a change in overdose and SU related mortality rates? Measured using the National Association of State EMS Officials (NAEMSSO) harmonized data as collected from EMS agencies within the 5 participating states, as well as through coroner/vital statistics records on cause of death information for the communities. Rates are represented by a count/number of overdoses and SU related mortality rates, before and after implementation.

    Month 4-38 for Wave 1; Month8-42 for Wave 2

  • service access along the full substance use cascade

    Is there a change in service access along the full substance use cascade and complex needs? Measured through data sharing of existing records from deflection programs. Numbers/counts will be used to measure each step of the substance use cascade.

    Month 4-38 for Wave 1; Month8-42 for Wave 2

Secondary Outcomes (2)

  • deflection workforce attitudes toward deflection

    Month 10, 26, and 38 for Wave1; Month 14, 30, and 42 forWave 2

  • citizen ratings of community law enforcement trust

    Month 10, 26, and 38 for Wave1; Month 14, 30, and 42 forWave 2

Study Arms (2)

Core-interagency community engagement approach

OTHER

facilitated public health-public safety interagency collaboration, best practices on building community engagement, and cross-system data driven learning

Other: Core-interagency community engagement approach

Enhanced-Core plus community engagement specialist

OTHER

core plus strategic role development and coaching of known and trusted citizens to serve as Community Advocates in promoting community support of deflection efforts and fully engage in deflection leadership decisions

Other: Enhanced-Core plus community engagement specialist

Interventions

community engagement approaches that including building interagency collaboration, strategic planning, advocacy

Core-interagency community engagement approach

community engagement approaches that include the core, plus promoting identification and full integration of community citizens in community engagement practices

Enhanced-Core plus community engagement specialist

Eligibility Criteria

Age18 Years+
Sexall
Healthy VolunteersYes
Age GroupsAdult (18-64), Older Adult (65+)

You may qualify if:

  • Directly involved in Deflection services, including:
  • Making referrals (e.g., law enforcement, first responders, community agencies) \& Providing services to participants (e.g., case managers, peer specialists, coordinators);
  • Aged 18 years or older;
  • Able to complete surveys in English;
  • Willing to provide informed consent

You may not qualify if:

  • Not affiliated with a participating Deflection agency;
  • No role in Deflection referral or service delivery;
  • Under age 18;
  • Unable or unwilling to provide informed consent
  • Clients
  • Aged 18 years or older;
  • Enrolled in a Deflection program within a participating community;
  • Between 1 and 12 months post-enrollment at time of recruitment;
  • Documented history of substance use disorder (SUD) or risk for SUD;
  • Priority for individuals reporting opioid and/or stimulant use within the past year;
  • Able to complete survey and/or interview; Willing to provide informed consent
  • Under age 18;
  • Not enrolled in a Deflection program;
  • Insufficient exposure to Deflection (\<1 month);
  • Unable or unwilling to provide informed consent
  • +20 more criteria

Contact the study team to confirm eligibility.

Sponsors & Collaborators

Study Sites (1)

Texas Christian University

Fort Worth, Texas, 76109, United States

Location

Related Publications (92)

  • Yang, Y. and Knight, K., (2024). An AI-Driven Tool for Precisely Identifying Intervention Needs with Ecologically Valid, Multimodal Data (AI-PINNED). https://ibr.tcu.edu/ai-pinned/

    BACKGROUND
  • Wu, E., Villani, J., Davis, A., Fareed, N., Harris, D. R., Huerta, T. R., LaRochelle, M. R., Miller, C. C., & Oga, E. A. (2020). Community dashboards to support data-informed decision-making in the HEALing communities study. Drug and Alcohol Dependence, 217, 108331. https://doi.org/10.1016/j.drugalcdep.2020.108331

    BACKGROUND
  • Winkelman, T. N. A., Chang, V. W., & Binswanger, I. A. (2018). Health, Polysubstance Use, and Criminal Justice Involvement Among Adults With Varying Levels of Opioid Use. JAMA Network Open, 1(3), e180558. https://doi.org/10.1001/jamanetworkopen.2018.0558

    BACKGROUND
  • Wiese, A. L., Carey, P. D., Becan, J. E., Wood, C., & Knight, K. (2024). Policy Changes to Improve Service Access: Best Practices for Researchers Engaging With Criminal Justice Partners. Journal of Correctional Health Care. https://doi.org/10.1089/jchc.24.09.0075

    BACKGROUND
  • Weiner, B. J., Lewis, C. C., Stanick, C., Powell, B. J., Dorsey, C. N., Clary, A. S., Boynton, M. H., & Halko, H. (2017). Psychometric assessment of three newly developed implementation outcome measures. Implementation Science: IS, 12(1), 108. https://doi.org/10.1186/s13012-017-0635-3

    BACKGROUND
  • Walters, S. T., Drainoni, M.-L., Oga, E. A., Byard, J., & Chandler, R. K. (2024). Solving the "last mile" problem in overdose prevention: Lessons from the HEALing Communities Study. Drug and Alcohol Dependence, 264, 112453. https://doi.org/10.1016/j.drugalcdep.2024.112453

    BACKGROUND
  • Tsui, J. I., Barry, M. P., Austin, E. J., Sweek, E. W., Tung, E., Hansen, R. N., Ninburg, M., Scott, J. D., Glick, S. N., & Williams, E. C. (2021). "Treat my whole person, not just my condition": Qualitative explorations of hepatitis C care delivery preferences among people who inject drugs. Addiction Science & Clinical Practice, 16(1), 52. https://doi.org/10.1186/s13722-021-00260-8

    BACKGROUND
  • Tang, F., & Ishwaran, H. (2017). Random forest missing data algorithms. Statistical Analysis and Data Mining: The ASA Data Science Journal, 10(6), 363-377. https://doi.org/10.1002/sam.11348

    BACKGROUND
  • Taffere, G. R., Abebe, H. T., Zerihun, Z., Mallen, C., Price, H. P., & Mulugeta, A. (2024). Systematic review of community engagement approach in research: Describing partnership approaches, challenges and benefits. Journal of Public Health, 32(2), 185-205. https://doi.org/10.1007/s10389-022-01799-9

    BACKGROUND
  • Shrout, P. E., & Fleiss, J. L. (1979). Intraclass correlations: Uses in assessing rater reliability. Psychological Bulletin, 86(2), 420-428. https://doi.org/10.1037/0033-2909.86.2.420

    BACKGROUND
  • Snijders, T. A. B., & Bosker, R. J. (2012). Multilevel Analysis: An Introduction to Basic and Advanced Multilevel Modeling (2nd ed.). Sage Publications.

    BACKGROUND
  • Shea, C. M., Jacobs, S. R., Esserman, D. A., Bruce, K., & Weiner, B. J. (2014). Organizational readiness for implementing change: A psychometric assessment of a new measure. Implementation Science, 9(1), 7. https://doi.org/10.1186/1748-5908-9-7

    BACKGROUND
  • SAMHSA. (2024). The Sequential Intercept Model (SIM). https://www.samhsa.gov/criminal-juvenile-justice/sim-overview

    BACKGROUND
  • SAMHSA (2022). Community Engagement: An Essential Component of an Effective and Equitable Substance Use Prevention System. (n.d.). Retrieved December 9, 2024, from https://store.samhsa.gov/product/community-engagement-essential-component-effective-and-equitable-substance-use-prevention

    BACKGROUND
  • Rouhani, S., Gudlavalleti, R., Atzmon, D., Park, J. N., Olson, S. P., & Sherman, S. G. (2019). Police attitudes towards pre-booking diversion in Baltimore, Maryland. The International Journal on Drug Policy, 65, 78-85. https://doi.org/10.1016/j.drugpo.2018.11.012

    BACKGROUND
  • Raudenbush, S. W., Bryk, A. S., Cheong, Y. F., & Congdon, R. T. (2004). HLM 6: Hierarchical Linear and Nonlinear Modeling. Scientific Software International.

    BACKGROUND
  • Raudenbush, S. W., & Bryk, A. S. (2002). Hierarchical Linear Models: Applications and Data Analysis Methods (2nd ed.). Sage Publications.

    BACKGROUND
  • R Core Team (2024). R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing. https://www.R-project.org/

    BACKGROUND
  • Quanbeck, A., Brown, R. T., E Zgierska, A., A Johnson, R., Robinson, J. M., & Jacobson, N. (2016). Systems consultation: Protocol for a novel implementation strategy designed to promote evidence-based practice in primary care. Health Research Policy and Systems, 14, 8. https://doi.org/10.1186/s12961-016-0079-2

    BACKGROUND
  • Rami, A., Aziz, M., Nasharudin, N., & Rasdi, R. (2021). Characteristics and success factors of rural community leadership in Malaysia: a focus group analysis. Pertanika Journal of Social Sciences and Humanities, 29(3). https://doi.org/10.47836/pjssh.29.3.07

    BACKGROUND
  • Pustz, J., Srinivasan, S., Shrestha, S., Larochelle, M. R., Walley, A. Y., Samet, J. H., Babakhanlou-Chase, H., Carpenter, J. F., & Stopka, T. J. (2023). Applied risk mapping and spatial analysis of address-level decedent data to inform opioid overdose interventions: The Massachusetts HEALing Communities Study. Drug and Alcohol Dependence, 251, 110947. https://doi.org/10.1016/j.drugalcdep.2023.110947

    BACKGROUND
  • Pinto, R. M., Park, S. (Ethan), Miles, R., & Ong, P. N. (2021). Community engagement in dissemination and implementation models: A narrative review. Implementation Research and Practice, 2, 2633489520985305. https://doi.org/10.1177/2633489520985305

    BACKGROUND
  • Pigott, T. D. (2001). A review of methods for missing data. Educational Research and Evaluation, 7(4), 353-383. https://doi.org/10.1076/edre.7.4.353.8937

    BACKGROUND
  • Peugh, J. L. (2010). A practical guide to multilevel modeling. Journal of School Psychology, 48(1), 85-112. https://doi.org/10.1016/j.jsp.2009.09.002

    BACKGROUND
  • Pankow, J., Muiruri, R., Lehman, W. E. K., Wiese, A., & Knight, K. (2021). Telehealth-Clinical Advocacy Project (T-CAP): A tool for police opioid diversion programs and participants. Poster presentation. College on Problems of Drug Dependence (CPDD).

    BACKGROUND
  • Ozbardakci, E. V., McReynolds, L. S, Elkington, K., Dembo, R., Roberston, A., Pankow, J., Zibalese-Crawford, M., Spaulding, A. C., Seaver, R., & Webster, M. (2018). Uptake of behavioral health training for juvenile probation officers. Journal of Behavioral Health Services Research.

    BACKGROUND
  • Ogbonnaya, I. N., & Keeney, A. J. (2018). A systematic review of the effectiveness of interagency and cross-system collaborations in the United States to improve child welfare outcomes. Children and Youth Services Review, 94(C), 225-245.

    BACKGROUND
  • NIH. (2023, July 24). Patient and Community Engagement Resources. Heal. https://heal.nih.gov/resources/engagement

    BACKGROUND
  • National Council for Mental Wellbeing. (n.d.). Deflection and Pre-arrest Diversion to Prevent Opioid Overdose. https://www.thenationalcouncil.org/program/deflection-and-pre-arrest-diversion-to-prevent-opioid-overdose/

    BACKGROUND
  • National Center for Health Statistics. (2024, November 4). Provisional Drug Overdose Data. Centers for Disease Control and Prevention. https://www.cdc.gov/nchs/nvss/vsrr/drug-overdose-data.htm

    BACKGROUND
  • Nam-Sonenstein, B. (2024, August 6). Research roundup: Evidence that a single day in jail causes immediate and long-lasting harms. Prison Policy Initiative. https://www.prisonpolicy.org/blog/2024/08/06/short_jail_stays/

    BACKGROUND
  • Nadeem, E., Saldana, L., Chapman, J., & Schaper, H. (2018). A Mixed Methods Study of the Stages of Implementation for an Evidence-Based Trauma Intervention in Schools. Behavior Therapy, 49(4), 509-524. https://doi.org/10.1016/j.beth.2017.12.004

    BACKGROUND
  • National Center for Health Statistics. Drug Related Crime Statistics. (2024). https://drugabusestatistics.org/drug-related-crime-statistics/

    BACKGROUND
  • Molfenter, T., Ducharme, L., Stein, L., Belenko, S., Mitchell, S. G., Watson, D. P., Aalsma, M. C., Friedmann, P. D., Becan, J. E., Garner, B. R., Vechinski, J., Bouris, A., Claypool, E., & Elkington, K. (2024). A conceptual framework for assessing implementation strategy integrity. Implementation Research and Practice, 5, 26334895241297278. https://doi.org/10.1177/26334895241297278

    BACKGROUND
  • Minkler, M., Garcia, A.P., Rubin,V., & Nina Wallerstein, N., (2012). Community-Based Participatory Research: A Strategy for Building Healthy Communities and Promoting Health through Policy Change | PolicyLink. PolicyLink. https://www.policylink.org/resources-tools/building-healthy-communities-and-promoting-health-through-policy-change

    BACKGROUND
  • Micah, M., Wagah, G., & Asamba, I. (2023). Assessing the influence of the community leadership in monitoring and evaluating community safety in Iamu west sub-county, Kenya. Epra International Journal of Socio-Economic and Environmental Outlook, 12-19. https://doi.org/10.36713/epra12229

    BACKGROUND
  • Meissner, P., Cottler, L. B., Eder, M. M., & Michener, J. L. (2020). Engagement science: The core of dissemination, implementation, and translational research science. Journal of Clinical and Translational Science, 4(3), 216-218. https://doi.org/10.1017/cts.2020.8

    BACKGROUND
  • McLellan, A. T., Koob, G. F., & Volkow, N. D. (2022). Pre-addiction-A Missing Concept for Treating Substance Use Disorders. JAMA Psychiatry, 79(8), 749-751. https://doi.org/10.1001/jamapsychiatry.2022.1652

    BACKGROUND
  • McKeever, B. W., McKeever, R., Choi, M., & Huang, S. (2023). From Advocacy to Activism: A Multi-Dimensional Scale of Communicative, Collective, and Combative Behaviors. Journalism & Mass Communication Quarterly, 100(3), 569-594. https://doi.org/10.1177/10776990231161035

    BACKGROUND
  • McCollister, KE, Bowser, D, Becan, JE, Knight. DK, Belenko, S, Robertson. AA, Dennis,ML. (under review) "Addressing Unmet Need For Substance Use Disorder Treatment Among Youth in the Legal System (YLS): Costs of Structured Implementation Interventions With Juvenile Justice Agencies in Seven States." Submitted to the Journal of Substance Use and Addiction Treatment.

    BACKGROUND
  • Marotta, P. L., Del Pozo, B., Baker, P., Abramovitz, D., Artamonova, I., Arredondo, J., McCreedy, K., Strathdee, S. A., Cepeda, J., & Beletsky, L. (2023). Unlocking deflection: The role of supervisor support in police officer willingness to refer people who inject drugs to harm reduction services. The International Journal on Drug Policy, 121, 104188. https://doi.org/10.1016/j.drugpo.2023.104188

    BACKGROUND
  • Luke, D. A., Calhoun, A., Robichaux, C. B., Elliott, M. B., & Moreland-Russell, S. (2014). The Program Sustainability Assessment Tool: A new instrument for public health programs. Preventing Chronic Disease, 11, 130184. https://doi.org/10.5888/pcd11.130184

    BACKGROUND
  • Little, R. J. A. (1988). A test of missing completely at random for multivariate data with missing values. Journal of the American Statistical Association, 83(404), 1198-1202. https://doi.org/10.2307/2290157

    BACKGROUND
  • Lim, S., Seligson, A. L., Parvez, F. M., Luther, C. W., Mavinkurve, M. P., Binswanger, I. A., & Kerker, B. D. (2012). Risks of Drug-Related Death, Suicide, and Homicide During the Immediate Post-Release Period Among People Released From New York City Jails, 2001-2005. American Journal of Epidemiology, 175(6), 519-526. https://doi.org/10.1093/aje/kwr327

    BACKGROUND
  • Leukefeld, C. G., Cawood, M., Wiley, T., Robertson, A. A., Fisher, J. H., Arrigona, N., Donohue, P., Staples-Horne, M., Harris, P. W., Dembo, R., Roysden, J., & Marks, K. R. (2017). The Benefits of Community and Juvenile Justice Involvement in Organizational Research. Journal of Juvenile Justice, 6(1), 112-124.

    BACKGROUND
  • Landers, R. N., Brusso, R. C., Cavanaugh, K. J., & Collmus, A. B. (2016). A primer on theory-driven web scraping: Automatic extraction of big data from the Internet for use in psychological research. Psychological Methods, 21(4), 475. https://doi.org/10.1037/met0000081

    BACKGROUND
  • Labriola, M. M., Peterson, S., Taylor, J., Sobol, D., Reichert, J., Ross, J., Charlier, J., & Juarez, S. (2023). A Multi-Site Evaluation of Law Enforcement Deflection in the United States. RAND Corporation. https://www.rand.org/pubs/research_reports/RRA2491-1.html

    BACKGROUND
  • Knight D, Becan J, Olson D, Davis NP, Jones J, Wiese A, Carey P, Knudsen, H. K., Ducharme, L. J., Roman, P. M., & Link, T. (2005). Buprenorphine diffusion: The attitudes of substance abuse treatment counselors. Journal of Substance Abuse Treatment, 29(2), 95-106. https://doi.org/10.1016/j.jsat.2005.05.002

    BACKGROUND
  • Knight, K., Dockins, G., & Bradford, B. (2010). A model for adapting treatment to the needs of addicted offenders. Resources Links, 9(1). 11-12.

    BACKGROUND
  • Knight, K., Charlier, J., & Flynn, P. M. (2018). Law Enforcement Needn't Serve Alone on the Front Lines of the Opioid Crisis. Police Chief Magazine. https://www.policechiefmagazine.org/law-enforcement-neednt-serve-alone/

    BACKGROUND
  • Knight, D., Becan, J., Olson, D., Davis, N. P., Jones, J., Wiese, A., Carey, P., Howell, D., & Knight, K. (2021). Justice community opioid innovation network (JCOIN): The TCU research hub. Journal of Substance Abuse Treatment, 128, 108290. https://doi.org/10.1016/j.jsat.2021.108290

    BACKGROUND
  • Knight, D. K., Belenko, S., Dennis, M. L., Wasserman, G. A., Joe, G. W., Aarons, G. A., Bartkowski, J. P., Becan, J. E., Elkington, K. S., Hogue, A., McReynolds, L. S., Robertson, A. A., Yang, Y., & Wiley, T. R. A. (2022). 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 Services Research, 22(1), 1535. https://doi.org/10.1186/s12913-022-08902-6

    BACKGROUND
  • Keller, B. T. (2024). mlmpower: An R Package for Conducting Power Analysis and Data Simulation with Multilevel Models. https://doi.org/10.31234/osf.io/utjrg

    BACKGROUND
  • Johnson, P. O., & Neyman, J. (1936). Tests of certain linear hypotheses and their application to some educational problems. Statistical Research Memoirs, 1, 57-93.

    BACKGROUND
  • Job, N., Johnston, J. S., Westgate, C., Skinner, N. A., Ward, V., Ballard, M., & CHW Advisory Group. (2024). Community health worker perspectives on advocacy: Design-based research to develop a digital advocacy training course. Frontiers in Public Health, 12, 1334279. https://doi.org/10.3389/fpubh.2024.1334279

    BACKGROUND
  • IACP/UC Center for Police Research and Policy. https://www.theiacp.org/sites/default/files/2018-08/CPRP_Deconstructing%20the%20Power%20to%20Arrest_FINAL.PDF

    BACKGROUND
  • International Association of Chiefs of Police (IACP). (2018). "Deconstructing the power to arrest: Lessons from research."

    BACKGROUND
  • International Association of Chiefs of Police (IACP). (2018). "Law Enforcement's Role in Deflection Programs."

    BACKGROUND
  • Increasing Access to PrEP for Minority Women by Leveraging Beauty Shops as Community Health Hubs and Mobile Healthcare ("The Beauty Shop Study"). (n.d.). Institute of Behavioral Research. Retrieved December 11, 2024, from https://ibr.tcu.edu/projects/beauty-shop-study/

    BACKGROUND
  • Hemming, K., Lilford, R., and Girling, A.J., (2014., Stepped-wedge cluster randomised controlled trials: a generic framework including parallel and multiple-level designs, Statist. Med., 34, 181-196. https://doi.org/10.1002/sim.6325

    BACKGROUND
  • Hamm, J. A., Wylie, L. E., & Brank, E. (2018). Measuring Older Adult Confidence in the Courts and Law Enforcement. Criminal Justice Policy Review, 29(3), 301-316. https://doi.org/10.1177/0887403415623034

    BACKGROUND
  • Gunn, C. M., Sprague Martinez, L. S., Battaglia, T. A., Lobb, R., Chassler, D., Hakim, D., & Drainoni, M.-L. (2022). Integrating community engagement with implementation science to advance the measurement of translational science. Journal of Clinical and Translational Science, 6(1), e107. https://doi.org/10.1017/cts.2022.433

    BACKGROUND
  • Graffigna, G., Barello, S., Riva, G., Corbo, M., Damiani, G., Iannone, P., Bosio, A. C., & Ricciardi, W. (2020). Italian Consensus Statement on Patient Engagement in Chronic Care: Process and Outcomes. International Journal of Environmental Research and Public Health, 17(11), 4167. https://doi.org/10.3390/ijerph17114167

    BACKGROUND
  • Goodman, M. S., Sanders Thompson, V. L., Johnson, C. A., Gennarelli, R., Drake, B. F., Bajwa, P., Witherspoon, M., & Bowen, D. (2017). EVALUATING COMMUNITY ENGAGEMENT IN RESEARCH: QUANTITATIVE MEASURE DEVELOPMENT. Journal of Community Psychology, 45(1), 17-32. https://doi.org/10.1002/jcop.21828

    BACKGROUND
  • Fisher, J. H., Becan, J. E., Harris, P. W., Nager, A., Baird-Thomas, C., Hogue, A., Bartkowski, J. P., Wiley, T., & The JJ-TRIALS Cooperative. (2018). Using Goal Achievement Training in juvenile justice settings to improve substance use services for youth on community supervision. Health & Justice, 6(1), 10. https://doi.org/10.1186/s40352-018-0067-4

    BACKGROUND
  • Enders, C. K., Keller, B. T., & Woller, M. P. (2023). A simple Monte Carlo method for estimating power in multilevel designs. Psychological Methods. Advance online publication. https://doi.org/10.1037/met0000614

    BACKGROUND
  • Ducharme, L. J., Wiley, T. R. A., Zur, J. B., Vizcaino-Riveros, J. A., & Martin, L. (2024). A review of implementation research funded by the National Institute on Drug Abuse, 2007-2023: Progress and opportunities. Journal of Substance Use and Addiction Treatment, 167, 209489. https://doi.org/10.1016/j.josat.2024.209489

    BACKGROUND
  • Donnelly, E. A., Stenger, M., O'Connell, D. J., Gavnik, A., Regalado, J., & Bayona-Roman, L. (2024). Police officer attitudes toward pre-arrest behavioral health diversion programs: Identifying determinants of support for deflection using a machine learning method. Policing: An International Journal, 47(4), 648-662. https://doi.org/10.1108/PIJPSM-11-2023-0158

    BACKGROUND
  • Curran, G. M., Bauer, M., Mittman, B., Pyne, J. M., & Stetler, C. (2012). Effectiveness-implementation hybrid designs: Combining elements of clinical effectiveness and implementation research to enhance public health impact. Medical Care, 50(3), 217-226. https://doi.org/10.1097/MLR.0b013e3182408812

    BACKGROUND
  • Criminal Health and Justice. (2020, December). Critical Elements of Successful First Responder Diversion Programs. Catching Up With COSSAP.

    BACKGROUND
  • Collins, S. E., Lonczak, H. S., & Clifasefi, S. L. (2019). Seattle's law enforcement assisted diversion (LEAD): Program effects on criminal justice and legal system utilization and costs. Journal of Experimental Criminology, 15(2), 201-211. https://doi.org/10.1007/s11292-019-09352-7

    BACKGROUND
  • Charlier, J. A., & Reichert, J. (2020). "Law Enforcement and First Responder Deflection: A Framework for Action." Journal of Advancing Justice, 3(1), 3-12.

    BACKGROUND
  • Carroll, J. M., Rosson, M. B., & Zhou, J. (2005). Collective efficacy as a measure of community. Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 1-10. https://doi.org/10.1145/1054972.1054974

    BACKGROUND
  • Brinkley-Rubinstein, L., McKenzie, M., Macmadu, A., Larney, S., Zaller, N., Dauria, E., & Rich, J. (2018). A randomized, open label trial of methadone continuation versus forced withdrawal in a combined US prison and jail: Findings at 12 months post-release. Drug and Alcohol Dependence, 184, 57-63. https://doi.org/10.1016/j.drugalcdep.2017.11.023

    BACKGROUND
  • Brewster, A. L., Tan, A. X., & Yuan, C. T. (2019). Development and application of a survey instrument to measure collaboration among health care and social services organizations. Health Services Research, 54(6), 1246-1254. https://doi.org/10.1111/1475-6773.13206

    BACKGROUND
  • Bowser, D., McCollister, K., Berchtold, G., Ruscitti, B., Yang, Y., Hines, H., Fardone, E., & Knight, D. (2024). Start-Up and Implementation Costs for the Trust Based Relational Intervention. Journal of prevention (2022), 45(6), 847-860. https://doi.org/10.1007/s10935-024-00803-0

    BACKGROUND
  • Bowser, D., Henry, B. F., Wasserman, G. A., Knight, D., Gardner, S., Krupka, K., Grossi, B., Cawood, M., Wiley, T., & Robertson, A. (2018). Comparison of the Overlap between Juvenile Justice Processing and Behavioral Health Screening, Assessment and Referral. Journal of Applied Juvenile Justice Services, 2018, 97-125.

    BACKGROUND
  • Bottoni, G. (2018). A Multilevel Measurement Model of Social Cohesion. Social Indicators Research, 136(3), 835-857. https://doi.org/10.1007/s11205-016-1470-7

    BACKGROUND
  • Bombard, Y., Baker, G. R., Orlando, E., Fancott, C., Bhatia, P., Casalino, S., Onate, K., Denis, J.-L., & Pomey, M.-P. (2018). Engaging patients to improve quality of care: A systematic review. Implementation Science, 13(1), 98. https://doi.org/10.1186/s13012-018-0784-z

    BACKGROUND
  • Blais, E., Brisson, J., Gagnon, F., & Lemay, S.-A. (2022). Diverting people who use drugs from the criminal justice system: A systematic review of police-based diversion measures. International Journal of Drug Policy, 105, 103697. https://doi.org/10.1016/j.drugpo.2022.103697

    BACKGROUND
  • Bergin, T., Ropac, R., Randolph, I., & Joseph, H. (2022). The Initial Collateral Consequences of Pretrial Detention: Employment, Residential Stability, and Family Relationships. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4216882

    BACKGROUND
  • Belenko, S., Knight, D., Wasserman, G. A., Dennis, M. L., Wiley, T., Taxman, F. S., Oser, C., Dembo, R., Robertson, A. A., & Sales, J. (2017). The Juvenile Justice Behavioral Health Services Cascade: A New Framework for Measuring Unmet Substance Use Treatment Services Needs among Adolescent Offenders. Journal of Substance Abuse Treatment, 74, 80-91. https://doi.org/10.1016/j.jsat.2016.12.012

    BACKGROUND
  • Belenko, S., Dembo, R., Knight, D. K., Elkington, K. S., Wasserman, G. A., Robertson, A. A., Welsh, W. N., Schmeidler, J., Joe, G. W., & Wiley, T. (2022). Using structured implementation interventions to improve referral to substance use treatment among justice-involved youth: Findings from a multisite cluster randomized trial. Journal of substance abuse treatment, 140, 108829. https://doi.org/10.1016/j.jsat.2022.108829

    BACKGROUND
  • Becan, J. E., Fisher, J. H., Johnson, I. D., Bartkowski, J. P., Seaver, R., Gardner, S. K., Aarons, G. A., Renfro, T. L., Muiruri, R., Blackwell, L., Piper, K. N., Wiley, T. A., & Knight, D. K. (2020). Improving Substance Use Services for Juvenile Justice-Involved Youth: Complexity of Process Improvement Plans in a Large-Scale Multi-Site Study. Administration and Policy in Mental Health, 47(4), 501-514. https://doi.org/10.1007/s10488-019-01007-z

    BACKGROUND
  • Becan, J. E., Bartkowski, J. P., Knight, D. K., Wiley, T. R. A., DiClemente, R., Ducharme, L., Welsh, W. N., Bowser, D., McCollister, K., Hiller, M., Spaulding, A. C., Flynn, P. M., Swartzendruber, A., Dickson, M. F., Fisher, J. H., & Aarons, G. A. (2018). A model for rigorously applying the Exploration, Preparation, Implementation, Sustainment (EPIS) framework in the design and measurement of a large-scale collaborative multi-site study. Health & Justice, 6(1), 9. https://doi.org/10.1186/s40352-018-0068-3

    BACKGROUND
  • Bayer, M., McKee, M., & Towles, A. (2024). Emerging Practices to Elevate and Replicate Community Responder Programs Nationwide. The Council of State Governments Justice Center. https://csgjusticecenter.org/wp-content/uploads/2024/10/Expanding-First-Response-National-Commission-Report_May2024corrected.pdf

    BACKGROUND
  • Bailey, A., Harrington, C., & Evans, E. A. (2023). A scoping review of community-based post-opioid overdose intervention programs: Implications of program structure and outcomes. Health & Justice, 11(1), 3.

    BACKGROUND
  • Bailey, A., Andraka-Christou, A., Rouhani, S. (2024). Beliefs of US chiefs of police about substance use disorder, fentanyl exposure, overdose response, and use of discretion: Results from a national survey preprint (V.1) available at Research Square. https://doi.org/10.21203/rs.3.rs-5333150/v1

    BACKGROUND
  • Ashford, R. D., Brown, A. M., Ashford, A., & Curtis, B. (2019). Recovery dialects: A pilot study of stigmatizing and non-stigmatizing label use by individuals in recovery from substance use disorders. Experimental and Clinical Psychopharmacology, 27(6), 530-535. https://doi.org/10.1037/pha0000286

    BACKGROUND
  • Ardoin, N. M., Gould, R. K., Wojcik, D., Wyman Roth, N., & Biggar, M. (2022). Community listening sessions: An approach for facilitating collective reflection on environmental learning and behavior in everyday life. Ecosystems and People, 18(1), 469-477. https://doi.org/10.1080/26395916.2022.2101531

    BACKGROUND
  • Aiken, L. S., & West, S. G. (1991). Multiple regression: Testing and interpreting interactions. Sage Publications.

    BACKGROUND
  • Aarons, G. A., Hurlburt, M., & Horwitz, S. M. (2011). Advancing a Conceptual Model of Evidence-Based Practice Implementation in Public Service Sectors. Administration and Policy in Mental Health and Mental Health Services Research, 38(1), 4-23. https://doi.org/10.1007/s10488-010-0327-7

    BACKGROUND

MeSH Terms

Conditions

Substance-Related DisordersDrug OverdoseCriminal Behavior

Condition Hierarchy (Ancestors)

Chemically-Induced DisordersMental DisordersPrescription Drug MisuseDrug MisuseBehavior

Study Officials

  • Jennifer E Becan, Ph.D.

    Texas Christian University

    PRINCIPAL INVESTIGATOR
  • Kevin Knight, Ph.D.

    Texas Christian University

    PRINCIPAL INVESTIGATOR

Central Study Contacts

Amanda W Sease, Ph.D.

CONTACT

Study Design

Study Type
interventional
Phase
not applicable
Allocation
RANDOMIZED
Masking
NONE
Purpose
OTHER
Intervention Model
PARALLEL
Sponsor Type
OTHER
Responsible Party
PRINCIPAL INVESTIGATOR
PI Title
Multiple Principal Investigator

Study Record Dates

First Submitted

March 30, 2026

First Posted

April 14, 2026

Study Start (Estimated)

July 1, 2026

Primary Completion (Estimated)

March 1, 2029

Study Completion (Estimated)

May 1, 2029

Last Updated

April 14, 2026

Record last verified: 2026-04

Locations