Evidence map›Paper›PMID 37386352›Full record

ArticlePrevention science : the official journal of the Society for Prevention Research2023

Racial and Ethnic Representation in Preventive Intervention Research: a Methodological Study.

Pamela R Buckley, Velma McBride Murry, Charleen J Gust, Amanda Ladika, Fred C Pampel

Erratum issuedOpen access · hybridAbstract read
In one paragraph

Article in Prevention science : the official journal of the Society for Prevention Research, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
9.6field-weighted citation impact, top 2% of its field
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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. Pooled it
  2. Engaging Latino Families in a Sibling-Focused Family Prevention Program.Prevention science : the official journal of the Society for Prevention Research · 2026
    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. Article
  5. Article
  6. 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
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Pamela R BuckleyInstitute of Behavioral Science, University of Colorado Boulder, Boulder, USA. pamela.buckley@colorado.edu.ORCID 0000-0002-8268-3524
Velma McBride MurryDepartments of Health Policy & Human and Organizational Development, Vanderbilt University Medical Center and Vanderbilt University, Nashville, USA.ORCID 0000-0003-2663-2738
Charleen J GustInstitute of Behavioral Science, University of Colorado Boulder, Boulder, USA.ORCID 0000-0001-8283-8330
Amanda LadikaInstitute of Behavioral Science, University of Colorado Boulder, Boulder, USA.
Fred C PampelInstitute of Behavioral Science, University of Colorado Boulder, Boulder, USA.ORCID 0000-0003-4172-9343
University of Colorado Boulder · USVanderbilt University Medical Center · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Individuals who are Asian or Asian American, Black or African American, Native American or American Indian or Alaska Native, Native Hawaiian or Pacific Islander, and Hispanic or Latino (i.e., presently considered racial ethnic minoritized groups in the USA) lacked equal access to resources for mitigating risk during COVID-19, which highlighted public health disparities and exacerbated inequities rooted in structural racism that have contributed to many injustices, such as failing public school systems and unsafe neighborhoods. Minoritized groups are also vulnerable to climate change wherein the most severe harms disproportionately fall upon underserved communities. While systemic changes are needed to address these pervasive syndemic conditions, immediate efforts involve examining strategies to promote equitable health and well-being-which served as the impetus for this study. We conducted a descriptive analysis on the prevalence of culturally tailored interventions and reporting of sample characteristics among 885 programs with evaluations published from 2010 to 2021 and recorded in the Blueprints for Healthy Youth Development registry. Inferential analyses also examined (1) reporting time trends and (2) the relationship between study quality (i.e., strong methods, beneficial effects) and culturally tailored programs and racial ethnic enrollment. Two percent of programs were developed for Black or African American youth, and 4% targeted Hispanic or Latino populations. For the 77% of studies that reported race, most enrollees were White (35%) followed by Black or African American (28%), and 31% collapsed across race or categorized race with ethnicity. In the 64% of studies that reported ethnicity, 32% of enrollees were Hispanic or Latino. Reporting has not improved, and there was no relationship between high-quality studies and programs developed for racial ethnic youth, or samples with high proportions of racial ethnic enrollees. Research gaps on racial ethnic groups call for clear reporting and better representation to reduce disparities and improve the utility of interventions.

Indexed as

COVID-19Health EquityHealth Services AccessibilitySocial Determinants of HealthAmerican Indian or Alaska NativeAsian American Native Hawaiian and Pacific IslanderBlack or African AmericanCultural CompetencyEthnic and Racial MinoritiesEthnicityHispanic or LatinoHumansRacial GroupsSARS-CoV-2United StatesClearinghouseDiversityEvidence-based interventionExternal validityGeneralizabilityRacial equityRegistry

Identifiers

PMID37386352
PMCPMC11161425
OpenAlexW4382516092

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.