Evidence map›Paper›PMID 41085955›Full record

ArticlePrevention science : the official journal of the Society for Prevention Research2025

Investing in Interventions to Prevent Opioid Use Disorder in Adolescents and Young Adults: Start-up Costs from NIDA's HEAL Prevention Initiative.

Margaret R Kuklinski, Brent J Gibbons, Diana M Bowser, Kathryn E McCollister, Rosanna Smart, Laura J Dunlap, Ella Shenkar, Erin E Bonar, Tyra Boomer, Mark Campbell and 7 more

6 registry-linked trialsAbstract read
In one paragraph

Article in Prevention science : the official journal of the Society for Prevention Research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 6 registered trials, which are not on this map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT01088542 naactive not recruitingnot on this map

The Interplay of Social, Normative, and Legal Marijuana Environments and Marijuana and ATOD Use From Late Childhood to Young Adulthood

TypeinterventionalSponsorUniversity of WashingtonRan2003 to 2025Enrolled52,323ConditionsSubstance Abuse, Juvenile Delinquency, Sexual Behavior, Criminal BehaviorArmsCommunities That Care
NCT04135703 nacompletednot on this map

Prevention of OUD: The HOME (Housing, Opportunities, Motivation and Engagement) Randomized Trial

TypeinterventionalSponsorOhio State UniversityRan2020 to 2024Enrolled240ConditionsSubstance UseArmsRisk Prevention Services + Housing, Risk Prevention Services Only
NCT04550715 nacompletednot on this map

Optimized Interventions to Prevent Opioid Use Disorder Among Adolescents and Young Adults in the Emergency Department

TypeinterventionalSponsorUniversity of MichiganRan2021 to 2025Enrolled1,155ConditionsOpioid UseArmsBrief intervention (BI), Portal, Enhanced Usual Care (EUC)
NCT04617938 nacompletednot on this map

Development and Implementation of a Culturally Centered Opioid Prevention Intervention for American Indian/Alaska Native Young Adults in California

TypeinterventionalSponsorRANDRan2020 to 2025Enrolled541ConditionsOpioid Use, Alcohol Drinking, Marijuana UseArmsTACUNA plus Wellness Circle, Opioid Education Workshop
NCT04678960 nacompletednot on this map

Preventing Opioid Use Among Justice-involved Youth as They Transition to Adulthood: Leveraging Safe Adults (LeSA)

TypeinterventionalSponsorTexas Christian UniversityRan2021 to 2025Enrolled250ConditionsOpioid Use, Substance UseArmsTrust-based Relational Intervention Training, Trust-based Relational Intervention In-Home Structured Coaching, Trust-based Relational Intervention In-Home Responsive Coaching
NCT04901312 naunknown statusnot on this map

Identifying an Effective and Cost Beneficial Approach to Preventing OUD in Justice-Involved Youth

TypeinterventionalSponsorSeattle Children's HospitalRan2021 to 2024Enrolled215ConditionsSubstance Use Disorders, RecidivismArmsAdolescent Community Reinforcement Approach, Assertive Continuing Care, Trauma Affect Regulation Guide for Education and Therapy, Motivational Interviewing, Opioid Education Workbook
3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Margaret R KuklinskiSocial Development Research Group, School of Social Work, University of Washington, Seattle, WA, USA. mrk63@uw.edu.ORCID 0000-0002-3475-4471
Brent J GibbonsRTI International, Research Triangle Park, Durham, NC, USA.
Diana M BowserBoston College, Connell School of Nursing, Chestnut Hill, Boston, MA, USA.
Kathryn E McCollisterDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, FL, USA.
Rosanna SmartRAND, Santa Monica, CA, USA.
Laura J DunlapRTI International, Research Triangle Park, Durham, NC, USA.
Ella ShenkarRTI International, Research Triangle Park, Durham, NC, USA.
Erin E BonarAddiction Center, Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.
Tyra Boomerplay2PREVENT Lab at Yale School of Medicine, New Haven, CT, USA.
Mark CampbellChestnut Health Systems, Lighthouse Institute, Eugene, OR, USA.
Lynn E Fiellinplay2PREVENT Lab at Yale School of Medicine, New Haven, CT, USA.
David W HuttonDepartment of Health Management and Policy, University of Michigan, Ann Arbor, MI, USA.
Vinod RaoDepartment of Psychiatry, Massachusetts General Hospital, Boston, MA, USA.
Lisa SaldanaChestnut Health Systems, Lighthouse Institute, Eugene, OR, USA.
Katherine Suplay2PREVENT Lab at Yale School of Medicine, New Haven, CT, USA.
Maureen A WaltonAddiction Center, Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.
Tansel YilmazerDepartment of Human Sciences, The Ohio State University, Columbus, OH, USA.

Funding

HEAL Initiative: Coordinating Center to Support NIDA Preventing Opioid Use Disorder in Older Adolescents and Young AdultsU24DA050182 · NIDA · RESEARCH TRIANGLE INSTITUTE · PI GRAHAM, PHILLIP W · 2019 to 2025
$11.6M
Scientific and Technical CoreP2CHD041022 · NICHD · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI Martha Jane Bailey · 2016 to 2026
$6.9M
Supplement to HOME Trial: Role of Justice Involvement in Implementation and Effectiveness of Housing First for Youth Experiencing HomelessnessUH3DA050174 · NIDA · OHIO STATE UNIVERSITY · PI KELLEHER, KELLY J, SLESNICK, NATASHA · 2020 to 2023
$6.0M
Optimized Interventions to Prevent Opioid Use Disorder among Adolescents and Young Adults in the Emergency DepartmentUH3DA050173 · NIDA · UNIVERSITY OF MICHIGAN AT ANN ARBOR · PI BONAR, ERIN E., WALTON, MAUREEN A · 2020 to 2021
$5.8M
Development and Implementation of a Culturally Centered Opioid Prevention Intervention for American Indian/Alaska Native Young Adults in CaliforniaUH3DA050235 · NIDA · RAND CORPORATION · PI D'AMICO, ELIZABETH J., DICKERSON, DANIEL LEE · 2020 to 2023
$5.3M
Preventing Parental Opioid and/or Methamphetamine Addiction within DHS-Involved Families: FAIRUH3DA050193 · NIDA · OREGON SOCIAL LEARNING CENTER, INC. · PI SALDANA, LISA · 2020 to 2020
$5.1M
Preventing Opioid Use Among Justice-Involved Youth as They Transition to Adulthood: Leveraging Safe Adults (LeSA)UH3DA050250 · NIDA · TEXAS CHRISTIAN UNIVERSITY · PI KNIGHT, DANICA K · 2020 to 2020
$4.5M
The Role of Family Functioning and Race/Ethnicity on the Efficacy of an Opioid Misuse Prevention Videogame Intervention for AdolescentsUH3DA050251 · NIDA · YALE UNIVERSITY · PI FIELLIN, LYNN ELIZABETH · 2021 to 2021
$4.4M
Using SMART Design to Identify an Effective and Cost-Beneficial Approach to Preventing OUD in Justice-Involved YouthUH3DA050189 · NIDA · SEATTLE CHILDREN'S HOSPITAL · PI AHRENS, KYM R, HAGGERTY, KEVIN P · 2021 to 2023
$4.1M
Does Treating Young Persons Psychopathology Prevent the Onset of Opioid and other Substance Use Disorders?UH3DA050252 · NIDA · MASSACHUSETTS GENERAL HOSPITAL · PI WILENS, TIMOTHY E, YULE, AMY · 2020 to 2020
$3.0M
NICHD NIH HHS P2C HD041022NIDA NIH HHS P30DA04500NIDA NIH HHS U24 DA050182NIDA NIH HHS U24DA050182NIDA NIH HHS UH3 DA050173NIDA NIH HHS UH3DA050173NIDA NIH HHS UH3 DA050174NIDA NIH HHS UH3DA050174NIDA NIH HHS UH3 DA050189NIDA NIH HHS UH3DA050189NIDA NIH HHS UH3 DA050193NIDA NIH HHS UH3DA050193NIDA NIH HHS UH3 DA050235NIDA NIH HHS UH3DA050235NIDA NIH HHS UH3 DA050250NIDA NIH HHS UH3DA050250NIDA NIH HHS UH3 DA050251NIDA NIH HHS UH3DA050251NIDA NIH HHS UH3 DA050252NIDA NIH HHS UH3DA050252
6 · The paper itself

Abstract

The purpose of this study was to estimate the costs of starting up diverse interventions for preventing opioid misuse in young people aged 15 to 30. Interventions were to be delivered in the context of research trials funded under the National Institutes of Health HEAL (Helping to End Addiction Long-term®) Prevention Initiative. Start-up activities were conducted in systems and settings across the United States from 2019 to 2023. Start-up costs were estimated using activity-based costing from a provider perspective and common methods and data collection procedures across projects (n = 8). Descriptive statistics were used to understand the magnitude of and variability in start-up costs, cost drivers, and staff time. Factors explaining variability were identified from project activity descriptions. Start-up activities cost $37,541 on average, and $33,492 at the median (2020 USD). Labor drove costs (89% on average). Training, project management, and partner engagement accounted for 78% of start-up costs on average. There was considerable variability in total and activity costs. Start-up activities provide an essential foundation for successful intervention delivery and sustainability, yet the resources needed and associated costs for this phase of intervention implementation do not receive much attention. We found that interventions faced unique start-up challenges and leverage points, resulting in differences in total cost and activity cost burden. ClinicalTrials.gov Identifier: NCT01088542, NCT04901312, NCT04678960, NCT04617938, NCT04550715, and NCT04135703.

Indexed as

Opioid-Related DisordersAdolescentAdultClinical Trials as TopicFemaleHumansMaleNational Institute on Drug Abuse (U.S.)United StatesYoung AdultOlder adolescents and young adultsOpioid misuse and opioid use disorder preventionStart-up costs

Identifiers

PMID41085955
PMCPMC12627165

What OpenQuestion holds

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LicenceCC BY
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Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.