Research Summary
Analyzed using Evidence Intelligence™

Mobile app improves diabetes self-management education

Key finding

The median score showed further improvement during the entire study period.

This study evaluated the effects of the DM2CUA mobile app on diabetes self-management in adults with Type 2 Diabetes, showing improvements in self-management and distress scores.

Evidence strength

Moderate confidence

Study type

RCTs

Follow-up

Short-Term (≤3 mo)

Some Concerns bias
Last updated July 8, 2026

Quick read

Study at a glance

The essential study design details in one scan.

Population

Young Adult (19–39), Middle Aged (40-64), Male, Female, Asia-Pacific (APAC), with T2 Diabetes

Intervention

DM2CUA app

Study type

RCTs

Follow-up

Short-Term (≤3 mo)

Primary outcome

Diabetes Self-Management Questionnaire score

Comparator

Control Group (CG)

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 the effects of the DM2CUA mobile app on diabetes self-management in adults with Type 2 Diabetes, showing improvements in self-management and distress scores.

Clinical relevance

Improving diabetes self-management is crucial for enhancing patient outcomes and quality of life. This study suggests that mobile health interventions like the DM2CUA app could be effective tools for supporting adults with Type 2 Diabetes in managing their condition, potentially leading to better health outcomes.

Keep in mind

No specific results reported for HbA1c and Health Education Impact Questionnaire. Effectiveness of the intervention remains unclear due to lack of detailed results. Limited generalizability due to the specific population studied.

Published in

Journal Reference

Publication details and source links for this paper.

Melanie R, Johanna B, Magdalena F, et al. Effects of a Mobile App on Diabetes Self-Management Education in Adults with Type 2 Diabetes. Diabetes Spectrum : A Publication of the American Diabetes Association. 2025;38(1):58-67. doi:10.2337/ds24-0012

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Main Effects

The Diabetes Self-Management Questionnaire score showed further improvement during the study period.

The Diabetes Distress Scale score improved continuously until the end of the second intervention phase.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Mobile app for diabetes self-management and Diabetes Distress Scale score, Diabetes self-management behaviors, HbA1c, and 1 more.

Primary intervention

Mobile app for diabetes self-management

Primary outcomes

  • Diabetes Distress Scale score
  • Diabetes self-management behaviors
  • HbA1c

Evidence relationships

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

4
Evidence pairs
4
Relationships
2
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

2

Related topics

4

Evidence pairs

206

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 4 evidence relationships
  • Includes primary outcome data
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Core evidence

Study findings

The primary outcomes reported in this study.

StrongDecrease

Diabetes Distress Scale score

Mobile app for diabetes self-management → Diabetes Distress Scale score

Mobile app for diabetes self-management → Diabetes Distress Scale score

Evidence profile

StrongDecreasePatient-Reported
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StrongIncrease

Diabetes self-management behaviors

Mobile app for diabetes self-management → Diabetes self-management behaviors

Mobile app for diabetes self-management → Diabetes self-management behaviors

Evidence profile

StrongIncreaseAdherence & Engagement
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NoneNo Change

HbA1c

Mobile app for diabetes self-management → HbA1c

Mobile app for diabetes self-management → HbA1c

Evidence profile

NoneNo ChangeGlycemic Control
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NoneNo Change

Health belief score

Mobile app for diabetes self-management → Health belief score

Mobile app for diabetes self-management → Health belief score

Evidence profile

NoneNo ChangePatient-Reported
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evidence suggest

Evidence Suggest

  • Diabetes Self-Management Questionnaire scores improved over time.
  • Diabetes Distress Scale scores showed continuous improvement.
  • Effectiveness of the DM2CUA app remains unclear for some outcomes.
who this applies

Who this applies to

  • Adults diagnosed with Type 2 Diabetes.
  • Individuals seeking to improve their diabetes self-management.
keep in mind

Keep in Mind

  • Results for some key outcomes were not reported, limiting conclusions.
  • The study's findings may not apply to all populations with diabetes.
  • Further research is needed to clarify the effectiveness of the intervention.
between the lines

Between the Lines

  • No specific results reported for HbA1c and Health Education Impact Questionnaire.
  • Effectiveness of the intervention remains unclear due to lack of detailed results.
  • Limited generalizability due to the specific population studied.

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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 Mobile app for diabetes self-management and Diabetes Management Self-Efficacy, Mobile app for diabetes self-management and HbA1c.

Related evidence relationships

Explore in Evidence Archive

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 Mobile app for diabetes self-management improve diabetes self-management behaviors?

Emerging Evidence

Mobile app for diabetes self-management appears to improve Diabetes self-management behaviors.

ConsensusScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Diabetes self-management behaviors

    EvidenceScore™ Emerging | EvidenceScore™ 59.7 | strong positive | ConsensusScore™ Consistent | 1 study

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

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Mobile app for diabetes self-management improve HbA1c?

Emerging Evidence

Mobile app for diabetes self-management may improve HbA1c.

ConsensusScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Emerging | EvidenceScore™ 53.9 | moderate positive | ConsensusScore™ Generally Consistent | 1 study

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

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Mobile app for diabetes self-management improve diabetes distress scale score?

Emerging Evidence

Mobile app for diabetes self-management appears to improve Diabetes Distress Scale score.

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

Ranked evidence signals

  1. 1

    Diabetes Distress Scale score

    EvidenceScore™ Emerging | EvidenceScore™ 50.5 | strong positive | ConsensusScore™ 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

Does Mobile app for diabetes self-management improve health belief score?

Limited Evidence

Current evidence does not show a clear benefit of Mobile app for diabetes self-management for Health belief score.

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

Ranked evidence signals

  1. 1

    Health belief score

    EvidenceScore™ Limited | EvidenceScore™ 33.0 | neutral | ConsensusScore™ 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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