Evidence mapPaperPMID 36183133Full record

ArticleImplementation science communications2022

Inner and outer setting factors that influence the implementation of the National Diabetes Prevention Program (National DPP) using the Consolidated Framework for Implementation Research (CFIR): a qualitative study.

Lillian Madrigal, Olivia C Manders, Michelle Kegler, Regine Haardörfer, Sarah Piper, Linelle M Blais, Mary Beth Weber, Cam Escoffery

Abstract read
In one paragraph

Article in Implementation science communications, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
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

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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  6. Facilitators and barriers to implementing the Diabetes Prevention Program in rural church settings: A qualitative study using the Consolidated Framework for Implementation Research.The Journal of rural health : official journal of the American Rural Health Association and the National Rural Health Care Association · 2025
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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

8 authors.

Lillian MadrigalRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA. lmadrig@emory.edu.ORCID http://orcid.org/0000-0002-9587-8806
Olivia C MandersRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.
Michelle KeglerRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.
Regine HaardörferRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.
Sarah PiperRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.
Linelle M BlaisRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.
Mary Beth WeberRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.
Cam EscofferyRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.

Funding

Technologies Advancing Translation - Regional CoreP30DK111024 · EMORY UNIVERSITY · 2025 to 2025
$775k
NCCDPHP CDC HHS 75D30119C06635NIDDK NIH HHS P30 DK111024NIDDK NIH HHS P30DK111024
6 · The paper itself

Abstract

backgroundScaling evidence-based interventions are key to impacting population health. The National DPP lifestyle change program is one such intervention that has been scaled across the USA over the past 20 years; however, enrollment is an ongoing challenge. Furthermore, little is known about which organizations are most successful with program delivery, enrollment, and scaling. This study aims to understand more about the internal and external organization factors that impact program implementation and reach.

methodsBetween August 2020 and January 2021, data were collected through semi-structured key informant interviews with 30 National DPP delivery organization implementers. This study uses a qualitative cross-case construct rating methodology to assess which Consolidated Framework for Implementation Research (CFIR) inner and outer setting constructs contributed (both in valence and magnitude) to the organization's current level of implementation reach (measured by average participant enrollment per year). A construct by case matrix was created with ratings for each CFIR construct by interviewee and grouped by implementation reach level.

resultsAcross the 16 inner and outer setting constructs and subconstructs, the interviewees with greater enrollment per year provided stronger and more positive examples related to implementation and enrollment of the program, while the lower reach groups reported stronger and more negative examples across rated constructs. Four inner setting constructs/subconstructs (structural characteristics, compatibility, goals and feedback, and leadership engagement) were identified as "distinguishing" between enrollment reach levels based on the difference between groups by average rating, the examination of the number of extreme ratings within levels, and the thematic analysis of the content discussed. Within these constructs, factors such as organization size and administrative processes; program fit with existing organization services and programs; the presence of enrollment goals; and active leadership involvement in implementation were identified as influencing program reach.

conclusionsOur study identified a number of influential CFIR constructs and their impact on National DPP implementation reach. These findings can be leveraged to improve efforts in recruiting and assisting delivery organizations to increase the reach and scale of the National DPP as well as other evidence-based interventions.

Indexed as

CFIRDiabetes preventionEnrollmentInner settingOrganizational factorsOuter settingPrediabetesQualitative analysisScaling

Identifiers

PMID36183133
PMCPMC9526531

What Socratic holds

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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 Socratic graph.