Evidence map›Paper›PMID 39566021›Full record

ArticleTranslational behavioral medicine2025

Differing conceptual maps of skills for implementing evidence-based interventions held by community-based organization practitioners and academics: A multidimensional scaling comparison.

Shoba Ramanadhan, Jennifer L Cruz, Maggie Weese, Shinelle Kirk, Madison K Rivard, Arthur Eisenkraft, Karen Peterson, Judi Kirk, Albert Whitaker, Chinyere Nwamuo and 1 more

Abstract readComparative Study
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. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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.

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

3 citing papers in PubMed.

  1. Article
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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

11 authors.

Shoba RamanadhanDepartment of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA 02115, USA.ORCID 0000-0003-0650-9433
Jennifer L CruzDepartment of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA 02115, USA.
Maggie WeeseDepartment of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA 02115, USA.
Shinelle KirkConservation Law Foundation, Boston, MA 02110, USA.
Madison K RivardRhode Island Department of Health, Providence, RI 02908, USA.
Arthur EisenkraftCurriculum & Instruction, University of Massachusetts Boston, Boston, MA 02125, USA.
Karen PetersonCommunity Benefits, Tufts Medicine, Burlington, MA 01803, USA.
Judi KirkBoys and Girls Club of Worcester, Worcester, MA 01610, USA.
Albert WhitakerAmerican Heart Association, Waltham, MA 02451, USA.
Chinyere NwamuoDepartment of Social and Behavioral Sciences, Harvard TH Chan School of Public Health, Boston, MA 02115, USA.
Scott R RosasConcept Systems, Inc., Ithaca, NY, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Community-based organizations (CBOs) are critical for delivering evidence-based interventions (EBIs) to address cancer inequities. However, a lack of consensus on the core skills needed for this work often hinders capacity-building strategies to support EBI implementation. The disconnect is partly due to differing views of EBIs and related skills held by those typically receiving versus developing capacity-building interventions (here, practitioners and academics, respectively). Our team of implementation scientists and practice-based advisors used group concept mapping to engage 34 CBO practitioners and 30 academics with experience addressing cervical cancer inequities implementing EBIs. We created group-specific maps of skills using multidimensional scaling and hierarchical cluster analysis, then compared them using Procrustes comparison permutations. The 98 skills were sorted into six clusters by CBO practitioners and five by academics. The groups generated maps with statistically comparable underlying structures but also statistically significant divergence. Some skill clusters had high concordance across the two maps, e.g. "managing funding and external resources." Other skill clusters, e.g. "adapting EBIs" from the CBO practitioner map and "selecting and adapting EBIs" from the academic map, did not overlap as much. Across groups, key clusters of skills included connecting with community members, understanding the selected EBI and community context, adapting EBIs, building diverse and equitable partnerships, using data and evaluation, and managing funding and external resources. There is a significant opportunity to combine CBO practitioners' systems/community frames with the EBI-focused frame of academics to promote EBI utilization and address cancer and other health inequities.

Indexed as

Evidence-Based PracticeCapacity BuildingFemaleHumansUterine Cervical Neoplasmscapacity-buildingcommunity-based organizationsevidence-based interventionsgroup concept mappinghealth inequitiesimplementation science

Identifiers

PMID39566021
PMCPMC11756311

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Registered trials

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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.