Evidence map›Paper›PMID 42594355›Full record

ArticleJMIR formative research2026

Formative Work to Guide Implementation of an Evidence-Based Breast and Cervical Cancer Prevention and Early Detection Behavioral Health Program in Clinics: Qualitative Study Guided by the Consolidated Framework for Implementation Research.

Marlyn A Allicock, Crystal Costa, Ashley Hedrick McKenzie, Preena Loomba, Roshanda S Chenier, Ross Shegog, Angelita Alaniz, Maria E Fernandez, Lara S Savas

Abstract read
In one paragraph

Article in JMIR formative research, 2026. 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
–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

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

9 authors.

Marlyn A AllicockThe University of Texas Health Science Center at Houston, 2777 N Stemmons Fwy, Dallas, TX, 75207, United States, 1 972-546-2932, 1 214-648-1081.ORCID 0000-0002-2114-6768
Crystal CostaThe University of Texas Health Science Center at Houston, 2777 N Stemmons Fwy, Dallas, TX, 75207, United States, 1 972-546-2932, 1 214-648-1081.
Ashley Hedrick McKenzieDepartment of Communication, Clemson University, South Carolina, SC, United States.ORCID 0000-0002-1174-5062
Preena LoombaThe University of Texas MD Anderson Cancer Center, Houston, TX, United States.
Roshanda S ChenierThe University of Texas Health Science Center at Houston, 7000 Fannin, Suite 2668, Houston, Texas, TX 77030‑5401, United States.ORCID 0000-0002-9891-0752
Ross ShegogThe University of Texas Health Science Center at Houston, 7000 Fannin, Suite 2668, Houston, Texas, TX 77030‑5401, United States.ORCID 0000-0003-2750-0817
Angelita AlanizThe University of Texas Health Science Center at Houston, 7000 Fannin, Suite 2668, Houston, Texas, TX 77030‑5401, United States.
Maria E FernandezThe University of Texas Health Science Center at Houston, 7000 Fannin, Suite 2668, Houston, Texas, TX 77030‑5401, United States.ORCID 0000-0002-7979-7379
Lara S SavasThe University of Texas Health Science Center at Houston, 7000 Fannin, Suite 2668, Houston, Texas, TX 77030‑5401, United States.ORCID 0000-0003-0799-4012

Funding

NCCDPHP CDC HHS U48 DP006408
6 · The paper itself

Abstract

Background: Salud en Mis Manos (SEMM) is a community health worker-delivered evidence-based intervention shown to increase breast and cervical cancer screening in medically underserved Latinas. Despite SEMM's success in community-based settings, clinic-based implementation is limited. Objective: This study aimed to identify factors influencing the implementation of SEMM in clinic settings using the Consolidated Framework for Implementation Research (CFIR) to inform and refine implementation strategy development. Methods: We developed theory-informed (eg, CFIR, Social Cognitive Theory, and Readiness) interview guides to elicit barriers and facilitators of SEMM clinic implementation. We conducted 12 semistructured interviews with clinic leaders, outreach coordinators, and community health workers from 4 Texas health centers serving low-income Latinas. Transcribed interviews were coded and analyzed using qualitative thematic analysis and CFIR. Results: Barriers and facilitators fell within 17 constructs of the 5 CFIR domains. Across all interview participants, key facilitators fell within intervention characteristics (eg, SEMM addresses community needs), inner setting (eg, clinic staff buy-in can facilitate SEMM implementation), and outer setting (eg, established partnerships may leverage SEMM uptake) domains. Barriers were inner setting (eg, limited time and clinic staff capacity may limit SEMM implementation) and intervention characteristics (eg, challenges with SEMM training duration and content). Conclusions: CFIR, a theory-based systematic approach, enabled key stakeholder-identified barriers and facilitators to SEMM clinic implementation. These factors help identify implementation support strategies distinct from prior community-based implementation efforts. Findings (part of the initial steps of the Implementation Mapping protocol for strategy development) refined the design of a multifaceted implementation strategy to support SEMM clinic uptake.

Indexed as

Breast NeoplasmsEarly Detection of CancerUterine Cervical NeoplasmsAdultCommunity Health WorkersEvidence-Based PracticeFemaleHispanic or LatinoHumansImplementation ScienceMiddle AgedQualitative ResearchTexasbreast and cervical cancer screeningconsolidated framework for implementation researchfederally qualified health centersFQHCsimplementation sciencelatinaslay health workers

Identifiers

PMID42594355
PMCPMC13472527

What Socratic 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 Socratic graph.