Research Summary
Analyzed using Evidence Intelligence™

Virtual diabetes care improves glycaemic control in young adults

Last updated July 12, 2026

Key finding

Time in range improved from 46.6% to 56.9% (P = 0.002)

This study evaluated a virtual diabetes care platform for young adults with type 1 diabetes, finding modest improvements in glycaemic control and reduced social burden.

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 evaluated a virtual diabetes care platform for young adults with type 1 diabetes, finding modest improvements in glycaemic control and reduced social burden.

Clinical relevance

Improving glycaemic control is crucial for young adults with type 1 diabetes to prevent long-term complications. The findings suggest that virtual diabetes care can be a valuable tool for enhancing patient engagement and managing diabetes effectively, especially in a population that may struggle with traditional care methods.

Keep in mind

Unclear effectiveness for some outcomes Limited generalizability due to specific population Quality of life measures showed no significant differences

Published in

Journal Reference

Publication details and source links for this paper.

Rebecka H, Eva T, Jan WE, et al. Virtual diabetes care may enhance engagement and modestly improve glycaemic control in young adults with type 1 diabetes: a randomized controlled trial. BMC Endocrine Disorders. 2026;26:183. doi:10.1186/s12902-026-02371-2

Main Effects

HbA1c decreased from 62.8 to 58.6 mmol/mol (p = 0.051)

Time in range improved from 46.6% to 56.9% (p = 0.002)

Social burden decreased from 4.3 to 0.03 (p = 0.030)

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Remote multiprofessional educational program and HbA1c, Quality of life, Social burden, and 1 more.

Primary intervention

Remote multiprofessional educational program

Primary outcomes

  • HbA1c
  • Quality of life
  • Social burden

Evidence relationships

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

4
Evidence pairs
4
Relationships
3
Evidence topics
contributes_evidence

Editorial context

Why this study matters

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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: 72

3

Related topics

4

Evidence pairs

616

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 4 evidence relationships
  • Includes primary outcome data
  • Linked to 3 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Quality of Life Outcomes

Related evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c

Save evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and CGM Time in Range

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

HbA1c

Remote multiprofessional educational program → HbA1c

Remote multiprofessional educational program → HbA1c

Evidence Intelligence™
EvidenceScore™
83
Strong
ImpactScore™
80
Positive
ConsistencyScore™
100
consistent
Supporting studies: Based on 5 studies
Add to Evidence Tracker

Quality of life

Remote multiprofessional educational program → Quality of life

Remote multiprofessional educational program → Quality of life

Evidence Intelligence™
EvidenceScore™
Strong
Score 79 · Based on 3 studies
ImpactScore™
67
Slightly Positive
ConsistencyScore™
67
generally_consistent
Supporting studies: Based on 3 studies
Add to Evidence Tracker

Social burden

Remote multiprofessional educational program → Social burden

Remote multiprofessional educational program → Social burden

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

Time in range

Remote multiprofessional educational program → Time in range

Remote multiprofessional educational program → Time in range

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

  • HbA1c decreased by 4.2 mmol/mol, approaching significance.
  • Time in range increased by 10.3%, indicating better blood sugar control.
  • Social burden reduced by 4.27 points, suggesting improved social well-being.
who this applies

Who this applies to

  • Young adults aged 18-30 with type 1 diabetes
  • Individuals seeking alternative diabetes management strategies
keep in mind

Keep in Mind

  • The study's findings may not apply to older adults or those with type 2 diabetes.
  • Results are based on a specific population and may not reflect broader demographics.
  • Further research is needed to confirm long-term benefits and effectiveness.
between the lines

Between the Lines

  • Unclear effectiveness for some outcomes
  • Limited generalizability due to specific population
  • Quality of life measures showed no significant differences

Evidence Library

Build your evidence library

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Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c, Diabetes Self-Management Education and Support (DSMES) Programs and Quality of Life Outcomes.

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 Diabetes Self-Management Education and Support (DSMES) Programs improve quality of life outcomes?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs appears to improve Quality of Life Outcomes.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Quality of life

    EvidenceScore™ Strong | EvidenceScore™ 79.0 | weak positive | ConsistencyScore™ Generally Consistent | 1 study

Why this answer: This answer is based on 10 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
10 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve HbA1c?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve HbA1c.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Strong | EvidenceScore™ 83.4 | moderate positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on 32 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
32 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve cgm time in range?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve CGM Time in Range.

ConsistencyScore™: Results are mixed and should be interpreted cautiously.

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

    Time in range

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

Why this answer: This answer is cautious because the available studies report mixed findings.

Limitations

  • Population details are unavailable.
3 supporting studiesUpdated: Jul 2026

Does Remote multiprofessional educational program improve social burden?

Emerging Evidence

Remote multiprofessional educational program appears to improve Social burden.

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

Ranked evidence signals

  1. 1

    Social burden

    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.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026
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