Research Summary
Analyzed using Evidence Intelligence™

Virtual Diabetes Group Visits Improve Patient Outcomes

Last updated August 29, 2026

Key finding

Results showed improved diabetes distress among patients highly engaged in GVs.

This study examined the impact of virtual diabetes group visits on patient outcomes in federally qualified health centers, finding improvements in several areas of diabetes management.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Long-Term (1–5 y)

Risk of bias

Some Concerns

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Plain-language summary

What this paper says

A plain-language read of the study’s main message and where it applies.

Study focus

This study examined the impact of virtual diabetes group visits on patient outcomes in federally qualified health centers, finding improvements in several areas of diabetes management.

Clinical relevance

Improving diabetes management through virtual group visits can enhance patient engagement and support, leading to better health outcomes. This approach may be particularly valuable in federally qualified health centers, where access to traditional in-person visits can be limited.

Keep in mind

The effectiveness of the intervention remains unclear due to limited data. Findings may not be generalizable beyond the specific population studied. The study had only one arm, limiting comparative analysis.

Published in

Journal Reference

Publication details and source links for this paper.

Daisy N, Diana M, Erin MS, et al. Impact of Virtual Diabetes Group Visits on Patient Outcomes in Federally Qualified Health Centers. Frontiers in Health Services. 2022;2:961073. doi:10.3389/frhs.2022.961073

Main Effects

Patients showed improved diabetes distress among those highly engaged in group visits.

Participants reported enhanced social support and better relationships with providers.

There was an increase in patients' knowledge about diabetes management.

Patients felt more empowered to manage their diabetes effectively.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Virtual Group Visits and Diabetes distress scores, Diabetes knowledge, Diabetes self-management behaviors, and 3 more.

Primary intervention

Virtual Group Visits

Primary outcomes

  • Diabetes distress scores
  • Diabetes knowledge
  • Diabetes self-management behaviors

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

6
Evidence pairs
6
Relationships
5
Evidence topics
contributes_evidence

Editorial context

Why this study matters

See why this paper is useful beyond its individual results.

Evidence network role

This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.

Moderate contributionModerate confidenceNetwork score: 68

5

Related topics

6

Evidence pairs

348

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 6 evidence relationships
  • Includes primary outcome data
  • Linked to 5 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence topic

Diabetes Distress

matched_outcome

Related evidence

Evidence topic

Diabetes Management Self-Efficacy

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Diabetes distress scores

Virtual Group Visits → Diabetes distress scores

Virtual Group Visits → Diabetes distress scores

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Diabetes knowledge

Virtual Group Visits → Diabetes knowledge

Virtual Group Visits → Diabetes knowledge

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Diabetes self-management behaviors

Virtual Group Visits → Diabetes self-management behaviors

Virtual Group Visits → Diabetes self-management behaviors

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Diabetes social support

Virtual Group Visits → Diabetes social support

Virtual Group Visits → Diabetes social support

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Mean self-efficacy score

Virtual Group Visits → Mean self-efficacy score

Virtual Group Visits → Mean self-efficacy score

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Quality of life

Virtual Group Visits → Quality of life

Virtual Group Visits → Quality of life

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Evidence Library

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evidence suggest

Evidence Suggest

  • Patients reported improved diabetes distress with high engagement in group visits.
  • Enhanced social support was noted among participants.
  • Increased knowledge about diabetes management was observed.
who this applies

Who this applies to

  • Adults with diabetes receiving care at federally qualified health centers.
  • Patients seeking improved management strategies for their diabetes.
keep in mind

Keep in Mind

  • Results are based on self-reported measures, which may introduce bias.
  • The study's findings are preliminary and require further investigation.
  • The specific characteristics of the participant population may limit broader applicability.
between the lines

Between the Lines

  • The effectiveness of the intervention remains unclear due to limited data.
  • Findings may not be generalizable beyond the specific population studied.
  • The study had only one arm, limiting comparative analysis.

Evidence Library

Build your evidence library

Save research, organize studies, and quickly find important evidence again.

Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Virtual Group Visits and Diabetes Distress Measures, Virtual Group Visits and Activities of Daily Living.

Related evidence relationships

Explore in Evidence Explorer

This study contributes to the evidence on the following intervention-outcome relationships.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does Virtual Group Visits improve diabetes distress scores?

Emerging Evidence

Virtual Group Visits appears to improve diabetes distress scores.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Diabetes distress scores

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
1 supporting study

Does Virtual Group Visits improve diabetes knowledge?

Emerging Evidence

Virtual Group Visits appears to improve diabetes knowledge.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Diabetes knowledge

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
1 supporting study

Does Virtual Group Visits improve diabetes self-management behaviors?

Emerging Evidence

Virtual Group Visits appears to improve diabetes self-management behaviors.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Diabetes self-management behaviors

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
1 supporting study

Does Virtual Group Visits improve diabetes social support?

Emerging Evidence

Virtual Group Visits appears to improve diabetes social support.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Diabetes social support

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
1 supporting study
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