Evidence map›Paper›PMID 28877746›Full record

ReviewImplementation science : IS2017

"Scaling-out" evidence-based interventions to new populations or new health care delivery systems.

Gregory A Aarons, Marisa Sklar, Brian Mustanski, Nanette Benbow, C Hendricks Brown

4 registry-linked trialsAbstract readReview
In one paragraph

Review in Implementation science : IS, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 4 registered trials, which are not on this map. Cited by 217 papers, 10 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
217citing papers in PubMed, 10 pooled it
–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.

NCT03895021 nacompletednot on this map

"Stepping On" to Pisando Fuerte: Adapting an Evidence-Based Falls Prevention Program for Latino Seniors

TypeinterventionalSponsorUniversity of Wisconsin, MadisonRan2013 to 2015Enrolled24ConditionsFalls PreventionArmsPisando Fuerte
NCT05002322 nacompletednot on this mapstarted 2023, after this paper: background citation

Scaling Out and Scaling Up the Systems Analysis and Improvement Approach to Optimize the Hypertension Diagnosis and Care Cascade for HIV-infected Individuals

TypeinterventionalSponsorEduardo Mondlane UniversityRan2023 to 2025Enrolled18ConditionsHypertensionArmsSystems Analysis and Improvement Approach
NCT05746767 naenrolling by invitationnot on this mapstarted 2024, after this paper: background citation

SUPERA: Supporting Peer Interactions to Expand Access to Digital Cognitive Behavioral Therapy for Spanish-speaking Safety-Net Patients in Primary Care

TypeinterventionalSponsorUniversity of California, IrvineRan2024 to 2028Enrolled426ConditionsDepression, AnxietyArmsSupported dCBT, Unsupported dCBT
NCT07637630 narecruitingnot on this mapstarted 2026, after this paper: background citation

Applying the Multiphase Optimization Strategy to Develop and Test a Culturally-Relevant Digital Health Intervention Targeting HPV Vaccination Among U.S. Vietnamese

TypeinterventionalSponsorNorthwestern UniversityRan2026 to 2029Enrolled96ConditionsHPV-related Cancers, HPV VaccinationArmsExpert Video, Self-persuasion, Narrative Storytelling, Motivational Interviewing, Constant Component
3 · Its place in the literature

Who cites it

217 citing papers in PubMed, 10 syntheses or guidelines pooled it.

  1. Pooled it
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  6. How effective are physical activity interventions when they are scaled-up: a systematic review.The international journal of behavioral nutrition and physical activity · 2021
    Pooled it
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  9. Group-based exercise interventions for increasing physical activity in cancer survivors: a systematic review of face-to-face randomized and non-randomized trials.Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2019
    Pooled it
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  11. Trial
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  15. Effects of the Family Check-Up 4 Health on Parenting and Child Behavioral Health: A Randomized Clinical Trial in Primary Care.Prevention science : the official journal of the Society for Prevention Research · 2021
    Trial
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  19. Article
  20. Scaling Out the SafeCare Parenting Program: Comparing Task-Shifted and Standard Implementation in a Refugee Community.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article

157 more citing papers are in PubMed but not listed here.

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

5 authors.

Gregory A AaronsDepartment of Psychiatry, University of California, San Diego, La Jolla, CA, USA. gaarons@ucsd.edu.
Marisa SklarDepartment of Psychiatry and Human Behavior, Brown University, Box G-A1, Providence, RI, USA.
Brian MustanskiFeinberg School of Medicine, Northwestern University, Chicago, IL, USA.
Nanette BenbowFeinberg School of Medicine, Northwestern University, Chicago, IL, USA.
C Hendricks BrownFeinberg School of Medicine, Northwestern University, Chicago, IL, USA.

Funding

Virology and Immunology Technology CoreP30AI117943 · NIAID · NORTHWESTERN UNIVERSITY AT CHICAGO · PI Mohamed Abdel Mohsen · 2015 to 2026
$38.4M
INNOVATIVE IMPLEMENTATION RESEARCH METHODS COREP30DA027828 · NIDA · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI BROWN, C. HENDRICKS, MUSTANSKI, BRIAN · 2011 to 2020
$11.4M
A Pragmatic Trial of An Adaptive eHealth HIV Prevention Program for Diverse Adolescent MSMU01MD011281 · NIMHD · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MUSTANSKI, BRIAN · 2016 to 2020
$9.7M
Mixed-Methods Study of EBP Sustainment in a Statewide Service SystemR01MH072961 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AARONS, GREGORY · 2005 to 2016
$5.8M
Efficacy of Internet-based HIV preventionR01DA035145 · NIDA · NORTHWESTERN UNIVERSITY AT CHICAGO · PI MUSTANSKI, BRIAN · 2012 to 2016
$3.7M
Interagency Collaborative Teams to Scale-up Evidence Based PracticeR01MH092950 · NIMH · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AARONS, GREGORY, HURLBURT, MICHAEL SCOTT · 2011 to 2015
$3.2M
Testing the Leadership and Organizational Change for Implementation (LOCI) Intervention in Substance Abuse Treatment ProgramsR01DA038466 · NIDA · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI AARONS, GREGORY · 2015 to 2019
$3.0M
AHRQ HHS F32 HS024192NIAID NIH HHS P30 AI117943NIDA NIH HHS P30 DA027828NIDA NIH HHS R01 DA035145NIDA NIH HHS R01 DA038466NIMHD NIH HHS U01 MD011281NIMH NIH HHS R01 MH072961NIMH NIH HHS R01 MH092950
6 · The paper itself

Abstract

backgroundImplementing treatments and interventions with demonstrated effectiveness is critical for improving patient health outcomes at a reduced cost. When an evidence-based intervention (EBI) is implemented with fidelity in a setting that is very similar to the setting wherein it was previously found to be effective, it is reasonable to anticipate similar benefits of that EBI. However, one goal of implementation science is to expand the use of EBIs as broadly as is feasible and appropriate in order to foster the greatest public health impact. When implementing an EBI in a novel setting, or targeting novel populations, one must consider whether there is sufficient justification that the EBI would have similar benefits to those found in earlier trials. DISCUSSION: In this paper, we introduce a new concept for implementation called "scaling-out" when EBIs are adapted either to new populations or new delivery systems, or both. Using existing external validity theories and multilevel mediation modeling, we provide a logical framework for determining what new empirical evidence is required for an intervention to retain its evidence-based standard in this new context. The motivating questions are whether scale-out can reasonably be expected to produce population-level effectiveness as found in previous studies, and what additional empirical evaluations would be necessary to test for this short of an entirely new effectiveness trial. We present evaluation options for assessing whether scaling-out results in the ultimate health outcome of interest.

conclusionIn scaling to health or service delivery systems or population/community contexts that are different from the setting where the EBI was originally tested, there are situations where a shorter timeframe of translation is possible. We argue that implementation of an EBI in a moderately different setting or with a different population can sometimes "borrow strength" from evidence of impact in a prior effectiveness trial. The collection of additional empirical data is deemed necessary by the nature and degree of adaptations to the EBI and the context. Our argument in this paper is conceptual, and we propose formal empirical tests of mediational equivalence in a follow-up paper.

Indexed as

Delivery of Health CareEvidence-Based MedicineHealth Plan ImplementationHumansDelivery system fixedEffectivenessEvidence-based interventionExternal validityImplementation scienceIntervention adaptationMediational equivalenceMultilevel mediation modelingPopulation fixedScaling-outScaling-up

Identifiers

PMID28877746
PMCPMC5588712

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.