Evidence map›Paper›PMID 42433307›Full record

ArticleFrontiers in clinical diabetes and healthcare2026

Implementing virtual diabetes self-management education in two health systems (VIDA): a mixed-methods pilot study.

Manuel Panzardi, Andrea Gomez, Courtney Borsuk, Abigail M Durgan, Erin M Staab, Nikita C Thomas, Chasity Kasir, Wen Wan, Michael Quinn, Iridian A Guzman and 7 more

Abstract read
In one paragraph

Article in Frontiers in clinical diabetes and healthcare, 2026. 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

17 authors.

Manuel PanzardiThe University of Chicago Pritzker School of Medicine, University of Chicago, Chicago, IL, United States.
Andrea GomezThe University of Chicago Pritzker School of Medicine, University of Chicago, Chicago, IL, United States.
Courtney BorsukDepartment of Medicine, University of Chicago, Chicago, IL, United States.
Abigail M DurganDepartment of Medicine, University of Chicago, Chicago, IL, United States.
Erin M StaabDepartment of Medicine, University of Chicago, Chicago, IL, United States.
Nikita C ThomasDepartment of Medicine, University of Chicago, Chicago, IL, United States.
Chasity KasirDepartment of Medicine, University of Chicago, Chicago, IL, United States.
Wen WanDepartment of Medicine, University of Chicago, Chicago, IL, United States.
Michael QuinnDepartment of Medicine, University of Chicago, Chicago, IL, United States.
Iridian A GuzmanAdvocate Health, Milwaukee, WI, United States.
Morgan LindseyAdvocate Health, Milwaukee, WI, United States.
Claudia P GarciaAccess Community Health Network, Chicago, IL, United States.
Kenyetta SimsAccess Community Health Network, Chicago, IL, United States.
Amanda CampbellMidwest Clinicians' Network, East Lansing, MI, United States.
Cynthia T SchaeferMidwest Clinicians' Network, East Lansing, MI, United States.
Danielle LazarAccess Community Health Network, Chicago, IL, United States.
Arshiya A BaigDepartment of Medicine, University of Chicago, Chicago, IL, United States.

Funding

Voice-Activated Technology to Improve Mobility & Reduce Health Disparities: EngAGEing African American Older Adult-Care Partner DyadsP50MD017349 · NIMHD · UNIVERSITY OF CHICAGO · PI BAIG, ARSHIYA AHMED · 2021 to 2025
$24.3M
Research Design, Data, and Analytics CoreP30DK092949 · NIDDK · UNIVERSITY OF CHICAGO · PI MILDA Renne SAUNDERS · 2011 to 2026
$10.0M
DULCE (Diabetes InqUiry Through a Learning Collaborative Experience)R25DK130849 · NIDDK · UNIVERSITY OF CHICAGO · PI Arshiya Ahmed Baig, MARSHALL H CHIN · 2023 to 2026
$416k
NIDDK NIH HHS P30 DK092949NIDDK NIH HHS R25 DK130849NIMHD NIH HHS P50 MD017349
6 · The paper itself

Abstract

Introduction: Group-based diabetes self-management education (DSME) has long been shown to improve health outcomes, but how to effectively adapt these programs to virtual settings in diverse healthcare systems remains unclear. Utilizing the RE-AIM implementation framework, this mixed-methods pilot study evaluated the feasibility, benefits, and challenges of implementing virtual group DSME for adults with Type 2 diabetes mellitus in two distinct systems: a federally qualified health center and a private, not-for-profit health system. Methods: Adults with elevated glycosylated hemoglobin (A1c) levels and at least one cardiovascular comorbidity were invited to participate in six monthly 60- to 90-minute online group education sessions led by diabetes educators. Sessions focused on disease and lifestyle education, peer support, and structured goal setting. Quantitative data captured patient recruitment, attendance, and engagement metrics. Semi-structured interviews with patients, providers, and staff explored perceived benefits, barriers, and implementation experiences. Results: Of 97 eligible patients, 50 were reached and 11 enrolled, with 10 completing at least one session. Participants had an average age of 63.5 years old, were 90% African American and 80% female, and had an average A1c of 8.7% (SD 0.7). The average attendance rate was 3.6 (SD 1.9) sessions. The most frequent reasons for declining enrollment in the study were competing responsibilities and stating they did not need additional diabetes education, while accessing technology was rarely a limiting factor. Participants reported high satisfaction with the program, emphasizing the value of shared experiences, increased accountability, improved disease knowledge, and convenience of attending virtually from home. Providers and staff viewed the sessions as a valuable adjunct to clinical care that reinforced behavioral goals beyond the limits of brief primary care visits. Reported challenges included scheduling conflicts with patients and mistrust in medical advice. The intervention demonstrated strong fidelity to implementing the treatment design and curriculum, with most patients successfully formulating goals related to exercise and blood glucose monitoring. Discussion: This study provides initial evidence that virtual group DSME can be feasible, well-received, and adaptable across different healthcare environments. It provides initial evidence in understanding how technology-enabled group models can deliver chronic disease education in different health system contexts while empowering self-management in diverse urban populations.

Indexed as

chronic disease educationdiabetes self management educationgroup educationSMART goal-settingtelehealth

Identifiers

PMID42433307
PMCPMC13349882

What OpenQuestion holds

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LicenceCC BY
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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.