Research Summary
Analyzed using Evidence Intelligence™

Digital intervention may improve diabetes prevention in women with gestational diabetes

Last updated September 9, 2026

Key finding

294 (45%) consented for eligibility screening.

This study evaluated the feasibility of a digital diabetes prevention intervention for women with gestational diabetes in Malaysia, finding low consent and eligibility rates.

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 the feasibility of a digital diabetes prevention intervention for women with gestational diabetes in Malaysia, finding low consent and eligibility rates.

Clinical relevance

Understanding the feasibility of digital interventions for gestational diabetes is crucial as it can help address the rising prevalence of diabetes in women post-pregnancy. The low consent and eligibility rates highlight challenges in engaging this population, which is essential for developing effective prevention strategies.

Keep in mind

Low consent and eligibility rates may limit generalizability. Small sample size of randomized participants. No significant treatment effects observed.

Published in

Journal Reference

Publication details and source links for this paper.

Madeleine B, Kimberley G, Siew MC, et al. Feasibility of a Digital Diabetes Prevention Intervention for Women with Gestational Diabetes in Malaysia. Diabetic Medicine. 2026;43(5):e70257. doi:10.1111/dme.70257

Main Effects

294 women screened, with 45% consenting for eligibility screening.

Only 164 women (24.9%) were eligible for the study.

60 women (9%) consented and were randomized into the intervention.

85% completion rate for biomedical outcomes at follow-up.

No treatment effect on biomedical or secondary outcomes.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Diabetes prevention interventions (DPI) and Proportion of women who consented, Proportion of women who were eligible, Proportion of women who were randomised, and 2 more.

Primary intervention

Diabetes prevention interventions (DPI)

Primary outcomes

  • Proportion of women who consented
  • Proportion of women who were eligible
  • Proportion of women who were randomised

Evidence relationships

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

5
Evidence pairs
5
Relationships
0
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: 54

0

Related topics

5

Evidence pairs

0

Related studies

Why it is useful

  • Contributes to 5 evidence relationships
  • Includes primary outcome data
  • Linked to 0 direct semantic evidence topics

Core evidence

Study findings

The primary outcomes reported in this study.

Proportion of women who consented

Diabetes prevention interventions (DPI) → Proportion of women who consented

Diabetes prevention interventions (DPI) → Proportion of women who consented

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

Proportion of women who were eligible

Diabetes prevention interventions (DPI) → Proportion of women who were eligible

Diabetes prevention interventions (DPI) → Proportion of women who were eligible

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

Proportion of women who were randomised

Diabetes prevention interventions (DPI) → Proportion of women who were randomised

Diabetes prevention interventions (DPI) → Proportion of women who were randomised

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

Reduction in microbial count of Streptococcus spp.

Diabetes prevention interventions (DPI) → Reduction in microbial count of Streptococcus spp.

Diabetes prevention interventions (DPI) → Reduction in microbial count of Streptococcus spp.

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
25
Negative
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Total number of medications used

Diabetes prevention interventions (DPI) → Total number of medications used

Diabetes prevention interventions (DPI) → Total number of medications used

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
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

  • Only 45% of screened women consented to participate.
  • 24.9% of those screened were eligible for the study.
  • 85% of participants completed follow-up for biomedical outcomes.
who this applies

Who this applies to

  • Women diagnosed with gestational diabetes.
  • Participants in Malaysia seeking diabetes prevention.
keep in mind

Keep in Mind

  • Findings may not be applicable to other populations.
  • Low engagement rates highlight challenges in recruitment.
  • No significant treatment effects suggest the need for further research.
between the lines

Between the Lines

  • Low consent and eligibility rates may limit generalizability.
  • Small sample size of randomized participants.
  • No significant treatment effects observed.

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 prevention interventions (DPI) and Proportion of women who consented, Diabetes prevention interventions (DPI) and Proportion of women who were eligible.

Related evidence relationships

Explore in Evidence Explorer

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

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Questions answered by this study

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

Does Diabetes prevention interventions (DPI) improve proportion of women who consented?

Emerging Evidence

Diabetes prevention interventions (DPI) appears to improve proportion of women who consented.

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

Ranked evidence signals

  1. 1

    Proportion of women who consented

    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 Diabetes prevention interventions (DPI) improve proportion of women who were eligible?

Emerging Evidence

Diabetes prevention interventions (DPI) appears to improve proportion of women who were eligible.

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

Ranked evidence signals

  1. 1

    Proportion of women who were eligible

    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 Diabetes prevention interventions (DPI) improve proportion of women who were randomised?

Emerging Evidence

Diabetes prevention interventions (DPI) appears to improve proportion of women who were randomised.

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

Ranked evidence signals

  1. 1

    Proportion of women who were randomised

    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 Diabetes prevention interventions (DPI) improve total number of medications used?

Emerging Evidence

Current evidence does not show a clear benefit of Diabetes prevention interventions (DPI) for total number of medications used.

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

Ranked evidence signals

  1. 1

    Total number of medications used

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | 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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