Evidence map›Paper›PMID 37978574›Full record

ArticleImplementation science communications2023

A structural equation model of CFIR inner and outer setting constructs, organization characteristics, and national DPP enrollment.

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

Open access · goldAbstract read
In one paragraph

Article in Implementation science communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.6field-weighted citation impact, top 10% of its field
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

4 citing papers in PubMed, 6 citations in OpenAlex.

  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

7 authors at 1 institution in 1 country.

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
Regine HaardörferRollins School of Public Health Emory University, 1518 Clifton Rd, Atlanta, GA, 30322, USA.
Michelle C KeglerRollins 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.
Emory University · US

Funding

Translational Research Core - Engagement and Behavior ChangeP30DK111024 · NIDDK · EMORY UNIVERSITY · PI Mohammed Kumail Ali · 2016 to 2026
$13.4M
ACL HHS U48DP006377NCCDPHP CDC HHS U48 DP006377NIDDK NIH HHS P30 DK111024NIDDK NIH HHS P30DK111024
6 · The paper itself

Abstract

backgroundThe National Diabetes Prevention Program (DPP) has made great strides in increasing accessibility to its year-long, evidence-based lifestyle change program, with around 3000 organizations having delivered the program. This large dissemination effort offers a unique opportunity to identify organization-level factors associated with program implementation and reach (enrollment) across diverse settings. The purpose of this study was to quantitatively examine the relationships among Consolidated Framework for Implementation Research (CFIR) Inner Setting and Outer Setting constructs and the implementation outcome of reach.

methodsThis study analyzed data from a 2021 cross-sectional online survey with 586 National DPP Staff (lifestyle coaches, master trainers, program coordinators) with information about their organization, implementation outcomes, and responses to quantitative CFIR Inner Setting and Outer Setting construct items. Structural equation modeling was used to test a hypothesized path model with Inner and Outer Setting variables to explore direct and indirect pathways to enrollment.

resultsThe CFIR items had good internal consistency and indicated areas of implementation strength and weakness. Eight variables included as part of the CFIR structural characteristics and one organization characteristic variable had significant direct relationships with enrollment. The length of delivery, number of lifestyle coaches, number of full-time staff, large organization size, and organizations delivering in rural, suburban, and/or urban settings all had positive significant direct relationships with enrollment, while academic organizations and organizations with only non-White participants enrolled in their National DPP lifestyle change programs had a negative association with enrollment.

conclusionsParticipant reach is an important implementation outcome for the National DPP and vital to making population-level decreases in diabetes incidence in the USA. Our findings suggest that to facilitate enrollment, program implementers should focus on organizational structural characteristics such as staffing. Strengths of this study include the use of adapted and newly developed quantitative CFIR measures and structural equation modeling. Health prevention programs can use the methods and findings from this study to further understand and inform the impact of organization factors on implementation outcomes.

Indexed as

Chronic diseaseConsolidated Framework for Implementation ResearchImplementation sciencePrediabetesProgram evaluationProgram researchStructural equation modeling

Identifiers

PMID37978574
PMCPMC10657127
OpenAlexW4388775177

What OpenQuestion holds

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LicenceCC BY
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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.