Resumen de Investigación
Analyzed using Evidence Intelligence™

Digital Health Intervention Improves Self-Care for Gestational Diabetes

Última actualización 8 de julio de 2026

Key finding

The intervention aims to reduce the incidence of gestational diabetes mellitus.

This study explored a digital health intervention aimed at women with gestational diabetes in Vietnam, focusing on various health outcomes.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Short-Term (≤3 mo)

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 explored a digital health intervention aimed at women with gestational diabetes in Vietnam, focusing on various health outcomes.

Clinical relevance

Gestational diabetes can lead to serious health issues for both mothers and their babies. Effective interventions are crucial for managing this condition, and digital health solutions could provide accessible support. This study's findings may inform future programs aimed at improving maternal health in similar populations.

Keep in mind

The effectiveness of the intervention remains unclear due to limited data. The study design was non-randomized, which may affect the reliability of the findings. Results may not be generalizable beyond the specific population studied.

Published in

Referencia de la Revista

Publication details and source links for this paper.

Ngoc ATD, Dan WM, Ditte SL, et al. Designing and Piloting a Digital Health Intervention for Women with Gestational Diabetes in Vietnam. Journal of Medical Internet Research. 2026;28:e82434. doi:10.2196/82434

Efectos Principales

The intervention aimed to reduce the incidence of gestational diabetes mellitus.

It sought to enhance diabetes management self-efficacy among participants.

The program intended to improve satisfaction with diabetes treatment during maternity.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Healthy Pregnancy and Diabetes knowledge, Diabetes management self-efficacy, Diabetes medication use change, and 7 more.

Primary intervention

Healthy Pregnancy

Primary outcomes

  • Diabetes knowledge
  • Diabetes management self-efficacy
  • Diabetes medication use change

Evidence relationships

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

10
Evidence pairs
10
Relationships
1
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: 63

1

Related topics

10

Evidence pairs

51

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 10 evidence relationships
  • Includes primary outcome data
  • Linked to 1 direct semantic evidence topic

Topic contributions

Evidence topic

Contributes evidence

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Evidencia principal

Tema de evidencia

Treatment Adherence

matched_outcome

Core evidence

Study findings

The primary outcomes reported in this study.

Diabetes knowledge

Healthy Pregnancy → Diabetes knowledge

Healthy Pregnancy → Diabetes knowledge

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

Diabetes management self-efficacy

Healthy Pregnancy → Diabetes management self-efficacy

Healthy Pregnancy → Diabetes management self-efficacy

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

Diabetes medication use change

Healthy Pregnancy → Diabetes medication use change

Healthy Pregnancy → Diabetes medication use change

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

Diabetes remission

Healthy Pregnancy → Diabetes remission

Healthy Pregnancy → Diabetes remission

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

Diabetes-related misconceptions

Healthy Pregnancy → Diabetes-related misconceptions

Healthy Pregnancy → Diabetes-related misconceptions

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

Gestational diabetes mellitus incidence

Healthy Pregnancy → Gestational diabetes mellitus incidence

Healthy Pregnancy → Gestational diabetes mellitus incidence

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

Indian Diabetes Risk Score

Healthy Pregnancy → Indian Diabetes Risk Score

Healthy Pregnancy → Indian Diabetes Risk Score

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

Oxford Maternity Diabetes Treatment Satisfaction (OMDTSQ) score

Healthy Pregnancy → Oxford Maternity Diabetes Treatment Satisfaction (OMDTSQ) score

Healthy Pregnancy → Oxford Maternity Diabetes Treatment Satisfaction (OMDTSQ) score

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

Progression to overt diabetes

Healthy Pregnancy → Progression to overt diabetes

Healthy Pregnancy → Progression to overt diabetes

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

Total diabetes-related cost

Healthy Pregnancy → Total diabetes-related cost

Healthy Pregnancy → Total diabetes-related cost

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

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Today's Activity

Your Evidence Workspace

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Saved this study

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Evidence Tracker

12 tracked topics

Saved Studies

48 studies

Research Notes

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Weekly Evidence Digest

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evidence suggest

La Evidencia Sugiere

  • The intervention aimed to reduce diabetes-related misconceptions among participants.
  • It sought to lower the Indian Diabetes Risk Score among participants.
  • The program aimed to increase the rate of diabetes remission.
who this applies

A quién se aplica

  • Women diagnosed with gestational diabetes.
  • Pregnant women in Vietnam seeking diabetes management support.
keep in mind

Tener en Cuenta

  • The study's non-randomized design limits causal inferences.
  • Effectiveness claims are based on unclear evidence.
  • The findings may not apply to women outside of Vietnam.
between the lines

Entre Líneas

  • The effectiveness of the intervention remains unclear due to limited data.
  • The study design was non-randomized, which may affect the reliability of the findings.
  • Results may not be generalizable beyond the specific population studied.

Save this study

Keep this study in your Evidence Tracker so you can easily find it again whenever you need it.

Today's Activity

Your Evidence Workspace

Free account

Saved this study

Your free account becomes your personal diabetes evidence workspace.

Evidence Tracker

12 tracked topics

Saved Studies

48 studies

Research Notes

Coming Soon

Weekly Evidence Digest

Coming Soon

Already have an account?

Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Healthy Pregnancy and Activities of Daily Living, Healthy Pregnancy and Diabetes medication use change.

Relaciones de evidencia relacionadas

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 Healthy Pregnancy improve diabetes knowledge?

Emerging Evidence

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

Does Healthy Pregnancy improve diabetes management self-efficacy?

Emerging Evidence

Healthy Pregnancy appears to improve Diabetes management self-efficacy.

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

Ranked evidence signals

  1. 1

    Diabetes management self-efficacy

    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

Does Healthy Pregnancy improve diabetes medication use change?

Emerging Evidence

Healthy Pregnancy appears to improve Diabetes medication use change.

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

Ranked evidence signals

  1. 1

    Diabetes medication use change

    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

Does Healthy Pregnancy improve diabetes remission?

Emerging Evidence

Healthy Pregnancy appears to improve Diabetes remission.

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

Ranked evidence signals

  1. 1

    Diabetes remission

    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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