Evidence map›Paper›PMID 31615525›Full record

ArticleBMC health services research2019

Implementation of a group-based diabetes prevention program within a healthcare delivery system.

Kristen M J Azar, Catherine Nasrallah, Nina K Szwerinski, John J Petersen, Meghan C Halley, Deborah Greenwood, Robert J Romanelli

Open access · goldAbstract readMulticenter Study
In one paragraph

Article in BMC health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
0.3field-weighted citation impact, top 35% 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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 14 citations in OpenAlex.

  1. Pooled it
  2. Article
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  4. Article
  5. Review
  6. Article
  7. Article
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  11. Article
  12. Prevention of Type 2 Diabetes.Endocrinology and metabolism clinics of North America · 2021
    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

7 authors at 1 institution in 1 country.

Kristen M J AzarPalo Alto Medical Foundation Research Institute, 795 El Camino Real, Ames Building, Palo Alto, CA, 94301, USA. azark@sutterhealth.org.
Catherine NasrallahPalo Alto Medical Foundation Research Institute, 795 El Camino Real, Ames Building, Palo Alto, CA, 94301, USA.
Nina K SzwerinskiPalo Alto Medical Foundation Research Institute, 795 El Camino Real, Ames Building, Palo Alto, CA, 94301, USA.
John J PetersenPalo Alto Medical Foundation Research Institute, 795 El Camino Real, Ames Building, Palo Alto, CA, 94301, USA.
Meghan C HalleyPalo Alto Medical Foundation Research Institute, 795 El Camino Real, Ames Building, Palo Alto, CA, 94301, USA.
Deborah GreenwoodPalo Alto Medical Foundation Research Institute, 795 El Camino Real, Ames Building, Palo Alto, CA, 94301, USA.
Robert J RomanelliPalo Alto Medical Foundation Research Institute, 795 El Camino Real, Ames Building, Palo Alto, CA, 94301, USA.
Palo Alto Institute · US

Funding

Evaluation of a Lifestyle Intervention Adopted for Clinical Practice for Diabetes Prevention (ELEVATE-DP)R18DK110739 · NIDDK · PALO ALTO MEDICAL FOUNDATION RES INST · PI AZAR, KRISTEN M.J. · 2017 to 2021
$3.2M
NIDDK NIH HHS R18 DK110739NIDDK NIH HHS R18DK110739
6 · The paper itself

Abstract

backgroundGroup-based Diabetes Prevention Programs (DPP), aligned with recommendations from the Centers for Disease Control and Prevention, promote clinically significant weight loss and reduce cardio-metabolic risks. Studies have examined implementation of the DPP in community settings, but less is known about its integration in healthcare systems. In 2010, a group-based DPP known as the Group Lifestyle Balance (GLB) was implemented within a large healthcare delivery system in Northern California, across three geographically distinct regional administration divisions of the organization within 12 state counties, with varying underlying socio-demographics. The regional divisions implemented the program independently, allowing for natural variation in its real-world integration. We leveraged this natural experiment to qualitatively assess the implementation of a DPP in this healthcare system and, especially, its fidelity to the original GLB curriculum and potential heterogeneity in implementation across clinics and regional divisions.

methodsUsing purposive sampling, we conducted semi-structured interviews with DPP lifestyle coaches. Data were analyzed using mixed-method techniques, guided by an implementation outcomes framework consisting of eight constructs: acceptability, adoption, appropriateness, cost, feasibility, fidelity, penetration, and sustainability.

resultsWe conducted 33 interviews at 20 clinics across the three regional administrative divisions. Consistencies in implementation of the program were found across regions in terms of satisfaction with the evidence base (acceptability), referral methods (adoption), eligibility criteria (fidelity), and strategies to increase retention and effectiveness (sustainability). Heterogeneity in implementation across regions were found in all categories, including: the number and frequency of sessions (fidelity); program branding (adoption); lifestyle coach training (adoption), and patient-facing cost (cost). Lifestyle coaches expressed differing attitudes about curriculum content (acceptability) and suitability of educational level (appropriateness). While difficulties with recruitment were common across regions (feasibility), strategies used to address these challenges differed (sustainability).

conclusionsVariation exists in the implementation of the DPP within a large multi-site healthcare system, revealing a dynamic and important tension between retaining fidelity to the original program and tailoring the program to meet the local needs. Moreover, certain challenges across sites may represent opportunities for considering alternative implementation to anticipate these barriers. Further research is needed to explore how differences in implementation domains impact program effectiveness.

Indexed as

CaliforniaCounselingDelivery of Health CareDiabetes Mellitus, Type 2FemaleHealth EducationHealth PersonnelHealth PromotionHealthy LifestyleHumansMaleMiddle AgedPatient Education as TopicProgram EvaluationResearch DesignWeight LossDiabetes mellitus; program evaluationDiabetes prevention programHealthcare systemHealth promotionQualitative evaluation

Identifiers

PMID31615525
PMCPMC6792249
OpenAlexW2980455832

What OpenQuestion 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 OpenQuestion graph.