Evidence map›Paper›PMID 41305944›Full record

ArticleTranslational behavioral medicine2025

Identifying intervention points to increase the diversity of a research partnership for cancer equity: a descriptive social network analysis.

Jennifer L Cruz, James G Daly, Susan Dargon-Hart, Leslie Pelton-Cairns, Rebekka M Lee, Elsie Taveras, Karen M Emmons, Shoba Ramanadhan

Abstract read
In one paragraph

Article in Translational behavioral medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

8 authors.

Jennifer L CruzDepartment of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States.ORCID 0000-0002-4035-743X
James G DalyDepartment of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Susan Dargon-HartMassachusetts League of Community Health Centers, Boston, MA, United States.
Leslie Pelton-CairnsMassachusetts League of Community Health Centers, Boston, MA, United States.
Rebekka M LeeDepartment of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States.
Elsie TaverasKraft Center for Community Health, Massachusetts General Hospital, Boston, MA, United States.
Karen M EmmonsDepartment of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States.ORCID 0000-0002-0685-6446
Shoba RamanadhanDepartment of Social and Behavioral Sciences, Harvard T.H. Chan School of Public Health, Boston, MA, United States.ORCID 0000-0003-0650-9433

Funding

The Implementation Science Center for Cancer Control Equity - Research ProgramP50CA244433 · NCI · HARVARD SCHOOL OF PUBLIC HEALTH · PI EMMONS, KAREN M. · 2019 to 2023
$12.5M
The Harvard Chan Education Program in Cancer Prevention and ControlT32CA057711 · NCI · HARVARD UNIVERSITY D/B/A HARVARD SCHOOL OF PUBLIC HEALTH · PI Karen M. Emmons, ANNE LINDSAY FRAZIER · 2019 to 2026
$3.3M
NCI NIH HHS 2T32CA057711NCI NIH HHS P50 CA244433NCI NIH HHS T32 CA057711
6 · The paper itself

Abstract

backgroundEffective cancer prevention interventions are not equitably implemented, particularly in healthcare settings serving underserved populations. Engaging a diverse range of partners, especially those involved in frontline care, is critical for advancing equity-focused implementation. Research networks that include community-based providers can help co-create knowledge, strengthen collaboration, and drive system-level change. PURPOSE: This study aims to assess the composition and structure of the Implementation Science Center for Cancer Control Equity (ISCCCE) partnership to identify opportunities for enhancing engagement, increasing diversity, and strengthening collaboration in cancer prevention research.

methodsA descriptive social network analysis was conducted to examine the ISCCCE partnership and identify areas for enhanced engagement. Network demographics and characteristics were analyzed across collaboration-type subnetworks using the Implementation Science Centers for Cancer Control and ISCCCE network survey data.

resultsThe baseline network consisted of 27 respondents, most in faculty roles (55%), with 15+ years of experience (48%). Most identified as non-Hispanic White (63%) and female (70%). The overall network density was 61%, with subnetwork densities ranging from 13% (scientific dissemination) to 55% (planning/conducting research). Centralization was moderate overall (0.3), with certain subnetworks more centralized.

conclusionsThe network demonstrated strong connectivity in research planning but weaker ties in dissemination and capacity building. To strengthen impact, efforts should focus on engaging trainees and partners more deeply, increasing demographic diversity, and fostering inclusive collaboration. These insights inform practice (e.g. strengthening FQHC partnerships), policy (e.g. funding diverse networks), and research (e.g. leveraging social network analysis to improve equity in implementation science).

Indexed as

Health EquityNeoplasmsSocial Network AnalysisCooperative BehaviorCultural DiversityFemaleHumansImplementation ScienceMaleimplementation scienceresearch networkresearch partnerssocial network analysis

Identifiers

PMID41305944
PMCPMC12657455

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