Evidence map›Paper›PMID 39821577›Full record

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

Applying an Equity Lens to Evidence-Based Preventive Interventions: a Systematic Review of Subgroup Findings from Experimental Evaluations.

Pamela R Buckley, Charleen J Gust, Sarah Gonzalez Coffin, Sheba M Aikawa, Christine M Steeger, Fred C Pampel

Abstract readSystematic Review
In one paragraph

Synthesis 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. Cited by 7 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed, 1 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Trial
  3. AI-Augmented Clearinghouse to Facilitate Evidence-Based Decision-Making and Social Spending: a Conceptual Framework.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article
  4. Centering Community in Evidence-Based Prevention: Enhancing Evidence Criteria and Processes Across a State-Level Prevention System.Prevention science : the official journal of the Society for Prevention Research · 2026
    Article
  5. Article
  6. Article
  7. Article
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

6 authors.

Pamela R Buckley *Institute of Behavioral Science, University of Colorado Boulder, Boulder, CO, 483 UCB80309, USA. pamela.buckley@colorado.edu.ORCID 0000-0002-8268-3524
Charleen J Gust *Institute of Behavioral Science, University of Colorado Boulder, Boulder, CO, 483 UCB80309, USA.ORCID 0000-0001-8283-8330
Sarah Gonzalez CoffinInstitute of Behavioral Science, University of Colorado Boulder, Boulder, CO, 483 UCB80309, USA.ORCID 0009-0009-2090-7383
Sheba M AikawaInstitute of Behavioral Science, University of Colorado Boulder, Boulder, CO, 483 UCB80309, USA.ORCID 0009-0002-8330-9734
Christine M SteegerInstitute of Behavioral Science, University of Colorado Boulder, Boulder, CO, 483 UCB80309, USA.ORCID 0000-0002-5898-0561
Fred C PampelInstitute of Behavioral Science, University of Colorado Boulder, Boulder, CO, 483 UCB80309, USA.ORCID 0000-0003-4172-9343

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Evidence reveals that minoritized groups face disparities, underscoring the need for interventions to address behavioral health inequities. This review examined which minoritized populations are represented in evidence-based preventive interventions (EBPIs) and whether they equitably benefit from these programs. Using the Blueprints for Healthy Youth Development online clearinghouse, we synthesized findings from 240 high-quality experimental evaluations of EBPIs conducted in the U.S. between 2010 and 2023 and performed a descriptive analysis based on consensus coding to assess (1) the prevalence of culturally tailored EBPIs; (2) how frequently tests for subgroup effects were conducted; and (3) whether subgroup tests indicated differential benefits for minoritized groups. We found few culturally tailored interventions (31%), with 4% evaluating EBPIs developed for African American or Black populations and 1% for Hispanic or Latino youth. Additionally, only 25% and 15% tested for subgroup effects by race and ethnicity, respectively. For other subgroups, few (28%) evaluations included effects by economic disadvantage while 47% examined outcomes by binary gender categories. Essentially no reports tested for subgroup effects by sexual identity, location, or nativity status. Encouraging findings were that EBPIs more often benefited racial and ethnic minoritized groups, and there was an upward trend in reporting subgroup tests across time. EBPIs should test for subgroup effects to answer the questions of "what works for whom?" and "in which settings?" and to better understand the generalizability of findings. Investments are needed in culturally grounded programs developed for historically marginalized populations and trials of EBPIs that investigate mitigating health disparities.

Indexed as

Evidence-Based PracticeAdolescentHumansUnited StatesEquityEvidence-basedHealth disparitiesMinoritized youthPreventive interventions

Identifiers

PMID39821577
PMCPMC11811249

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.