Evidence map›Paper›PMID 39671696›Full record

ArticleTranslational behavioral medicine2025

Multilevel factors influence the use of a cardiovascular disease assessment tool embedded in the electronic health record in oncology care.

Maura M Kepper, Raúl D Gierbolini-Rivera, Kathryn E Weaver, Randi E Foraker, Emily V Dressler, Chandylen L Nightingale, Aylin A Aguilar, Kimberly D Wiseman, Jenny Hanna, Alyssa D Throckmorton and 1 more

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
–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

11 authors.

Maura M KepperPrevention Research Center, Washington University in St. Louis, St. Louis, MO, USA.ORCID 0000-0002-5971-9189
Raúl D Gierbolini-RiveraPrevention Research Center, Washington University in St. Louis, St. Louis, MO, USA.ORCID 0000-0002-9970-9356
Kathryn E WeaverDepartment of Social Sciences and Health Policy, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID 0000-0001-9006-4064
Randi E ForakerDepartment of Medicine, Washington University School of Medicine in St. Louis, St. Louis, MO, USA.ORCID 0000-0002-2710-1165
Emily V DresslerDivision of Public Health Sciences, Department of Biostatistics and Data Science, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID 0000-0002-6054-7839
Chandylen L NightingaleDepartment of Social Sciences and Health Policy, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID 0000-0002-2275-9849
Aylin A AguilarDepartment of Social Sciences and Health Policy, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID 0009-0009-4925-1015
Kimberly D WisemanDepartment of Social Sciences and Health Policy, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID 0000-0003-1497-8512
Jenny HannaMercy Hospital Oncology and Cancer Research for the Ozarks, Fort Smith, AR, USA.
Alyssa D ThrockmortonBaptist Medical Group, Germantown, TN, USA.
Simon Craddock LeeDepartment of Population Health, School of Medicine, University of Kansas Cancer Center, Kansas City, KS, USA.ORCID 0000-0001-6345-1237

Funding

Wake Forest NCORP Research BaseUG1CA189824 · NCI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Emily Van Meter Dressler, GLENN J LESSER · 2014 to 2026
$57.9M
Tumor Tissue CoreP30CA012197 · NCI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI Ruben A. Mesa · 1985 to 2026
$55.4M
Extending Automated Heart Health Assessment (AH-HA) for Cancer Survivors to Expand Provider and Patient Reach and Promote SustainabilityR01CA226078 · NCI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI RANDI E FORAKER, Kathryn Elizabeth Weaver · 2018 to 2026
$3.3M
K01 Career Development AwardK01HL167993 · NHLBI · WASHINGTON UNIVERSITY · PI Maura Kepper · 2024 to 2026
$491k
National Heart Lung and Blood Institute 1K01HL167993NCI NIH HHS P30 CA012197NCI NIH HHS R01 CA226078NCI NIH HHS R01CA226078NCI NIH HHS UG1 CA189824NHLBI NIH HHS K01 HL167993Wake Forest University NCT# 03935282
6 · The paper itself

Abstract

Digital health tools are positive for delivering evidence-based care. However, few studies have applied rigorous frameworks to understand their use in community settings. This study aimed to identify implementation determinants of the Automated Heart-Health Assessment (AH-HA) tool within outpatient oncology settings as part of a hybrid effectiveness-implementation trial. A mixed-methods approach informed by the Consolidated Framework for Implementation Research (CFIR) examined barriers and facilitators to AH-HA implementation in four NCI Community Oncology Research Program (NCORP) practices participating in the WF-1804CD AH-HA trial. Provider surveys were analyzed using descriptive statistics. Interviews with providers (n = 15) were coded using deductive (CFIR) and inductive codes by trained analysts. The CFIR rating tool was used to rate each quote for (i) valence, defined as a positive (+) or negative (-) influence, and (ii) strength, defined as a neutral (0), weak (1), or strong (2) influence on implementation. All providers considered discussing cardiovascular health with patients as important (61.5%, n = 8/13) or somewhat important (38.5%, n = 5/13). The tool was well-received by providers and was feasible to use in routine care among cancer survivors. Providers felt the tool was acceptable and usable, had a relative advantage over routine care, and had the potential to generate benefits for patients. Common reasons clinicians reported not using AH-HA were (i) insufficient time and (ii) the tool interfering with workflow. Systematically identifying implementation determinants from this study will guide the broader dissemination of the AH-HA tool across clinical settings and inform implementation strategies for future scale-up hybrid trials.

Indexed as

Cardiovascular DiseasesElectronic Health RecordsMedical OncologyNeoplasmsAttitude of Health PersonnelFemaleHumansMaleMiddle Agedcancer survivorshipcardiovascular healthdigital healthimplementation sciencemixed methods

Identifiers

PMID39671696
PMCPMC11756333

What OpenQuestion holds

Textmetadata
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.