Evidence map›Paper›PMID 40400008›Full record

ArticleBMC health services research2025

Using the Practical, Robust Implementation and Sustainability Model to identify implementation determinants of a statewide diabetes learning collaborative in Kentucky.

Aaron J Kruse-Diehr, Borsika A Rabin, Jessica Elliott, Vance Drakeford, Laura Wright, Brent McKune, Russell E Glasgow, Key C Douthitt, James W Keck, Mary E Lacy

Abstract read
In one paragraph

Article in BMC health services research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Trial
  2. Review
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

10 authors.

Aaron J Kruse-DiehrDepartment of Family and Community Medicine, University of Kentucky College of Medicine, 2195 Harrodsburg Road, Suite 125, Lexington, KY, 40504, USA. kruse-diehr@uky.edu.
Borsika A RabinHerbert Wertheim School of Public Health, University of California San Diego, La Jolla, CA, USA.
Jessica ElliottKentucky Regional Extension Center, The University of Kentucky and UK HealthCare, Lexington, KY, USA.
Vance DrakefordKentucky Regional Extension Center, The University of Kentucky and UK HealthCare, Lexington, KY, USA.
Laura WrightKentucky Regional Extension Center, The University of Kentucky and UK HealthCare, Lexington, KY, USA.
Brent McKuneKentucky Regional Extension Center, The University of Kentucky and UK HealthCare, Lexington, KY, USA.
Russell E GlasgowDepartment of Family Medicine and Adult and Child Center for Research in Delivery Science, Anschutz Medical Campus, University of Colorado, Aurora, CO, USA.
Key C DouthittDepartment of Family and Community Medicine, University of Kentucky College of Medicine, 2195 Harrodsburg Road, Suite 125, Lexington, KY, 40504, USA.
James W KeckWWAMI School of Medical Education, University of Alaska Anchorage, Anchorage, AK, USA.
Mary E LacyDepartment of Epidemiology and Environmental Health, University of Kentucky College of Public Health, Lexington, KY, USA.

Funding

VirologyP30AI036214 · NIAID · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI SONIA JAIN · 1994 to 2026
$78.4M
Using Practice Facilitation and Operationalizing Referral Information Technology (UP FOR IT) to Increase DSMES UtilizationR34DK132548 · NIDDK · UNIVERSITY OF KENTUCKY · PI LACY, MARY E. · 2022 to 2024
$1.1M
NIAID NIH HHS P30 AI036214NIDDK NIH HHS R34 DK132548NIDDK NIH HHS R34DK132548
6 · The paper itself

Abstract

backgroundPrevalence of type 2 diabetes (T2D) in Kentucky is among the highest in the United States. Diabetes self-management education and support (DSMES) is an evidence-based intervention that teaches people living with T2D to self-manage their disease but is underutilized in Kentucky despite being available free-of-charge to residents of every county. One promising strategy to improve DSMES utilization is clinic participation in a learning collaborative, wherein participants undertake small tests of change to improve the referral process. The purpose of this study was to identify determinants related to successful implementation of the learning collaborative, as well as perceived progress on implementation outcomes, as experienced by previous collaborative participants.

methodsSemi-structured Zoom interviews were conducted with three discrete groups of learning collaborative participants (N = 26): (1) clinic practitioners and support staff (n = 13); (2) health department educators (n = 8) who received DSMES referrals from clinics; and (3) staff of a regional extension center (n = 5) who facilitated the collaboratives. Questions were aligned with Practical, Robust Implementation and Sustainability Model (PRISM) domains, and responses were transcribed verbatim. Data were coded using a matrix-based approach, with codes grouped into overarching themes within each domain to describe salient determinants.

resultsParticipants most frequently identified facilitators and barriers aligned with the PRISM domains of organizational perspectives on intervention, organizational and patient characteristics, and implementation and sustainability infrastructure. Multiple strategies and adaptations were used throughout implementation to leverage strengths and mitigate barriers. For example, whereas clinic participants identified competing priorities, such as reporting requirements, as an infrastructure barrier, they successfully utilized morning huddles to ensure collaborative goals were met.

conclusionsData from this study provided context for determinants that positively and negatively impacted implementation of the collaborative, as well as strategies used by implementers to address these determinants. These data will be used to refine the collaborative and select responsive implementation strategies to address identified barriers for an upcoming cohort of clinic participants in which we will evaluate this framework as a model for increasing referrals to, and engagement with, DSMES among patients living with diabetes from two healthcare systems in Appalachia Kentucky.

Indexed as

Diabetes Mellitus, Type 2Patient Education as TopicSelf-ManagementCooperative BehaviorFemaleHumansInterviews as TopicKentuckyMaleMiddle AgedProgram EvaluationQualitative ResearchDiabetesImplementation scienceLearning collaborative

Identifiers

PMID40400008
PMCPMC12093702

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.