StrongIncrease
Diabetes knowledge
Healthy Pregnancy → Diabetes knowledge
Healthy Pregnancy → Diabetes knowledge
Evidence profile
StrongIncreaseAdherence & Engagement
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Research Summary
Digital Health Intervention Improves Self-Care for Gestational Diabetes
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.
Evidence strength
Moderate confidence
Study type
RCTs
Follow-up
Short-Term (≤3 mo)
Some Concerns bias
Last updated July 8, 2026Quick 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 Gestational Diabetes
Intervention
Healthy Pregnancy
Study type
RCTs
Follow-up
Short-Term (≤3 mo)
Primary outcome
Gestational diabetes mellitus incidence
Evidence
Moderate confidence
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
Journal Reference
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
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Main Effects
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.
This study contributes evidence to
Primary intervention
Healthy Pregnancy
Primary outcomes
- Diabetes knowledge
- Diabetes management self-efficacy
- Diabetes medication use change
Evidence topics
Primary intervention
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
45
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
Core evidence
Study findings
The primary outcomes reported in this study.
StrongIncrease
Diabetes management self-efficacy
Healthy Pregnancy → Diabetes management self-efficacy
Healthy Pregnancy → Diabetes management self-efficacy
Evidence profile
StrongIncreasePatient-Reported
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StrongDecrease
Diabetes medication use change
Healthy Pregnancy → Diabetes medication use change
Healthy Pregnancy → Diabetes medication use change
Evidence profile
StrongDecreaseAdherence & Engagement
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StrongIncrease
Diabetes remission
Healthy Pregnancy → Diabetes remission
Healthy Pregnancy → Diabetes remission
Evidence profile
StrongIncreaseGlycemic Control
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StrongDecrease
Diabetes-related misconceptions
Healthy Pregnancy → Diabetes-related misconceptions
Healthy Pregnancy → Diabetes-related misconceptions
Evidence profile
StrongDecreasePatient-Reported
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StrongDecrease
Gestational diabetes mellitus incidence
Healthy Pregnancy → Gestational diabetes mellitus incidence
Healthy Pregnancy → Gestational diabetes mellitus incidence
Evidence profile
StrongDecreaseClinical Outcomes
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StrongDecrease
Indian Diabetes Risk Score
Healthy Pregnancy → Indian Diabetes Risk Score
Healthy Pregnancy → Indian Diabetes Risk Score
Evidence profile
StrongDecreaseMetabolic Health
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StrongIncrease
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 profile
StrongIncreasePatient-Reported
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HarmfulDecrease
Progression to overt diabetes
Healthy Pregnancy → Progression to overt diabetes
Healthy Pregnancy → Progression to overt diabetes
Evidence profile
HarmfulDecreaseClinical Outcomes
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StrongDecrease
Total diabetes-related cost
Healthy Pregnancy → Total diabetes-related cost
Healthy Pregnancy → Total diabetes-related cost
Evidence profile
StrongDecreasePatient-Reported
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Evidence Suggest
- 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 to
- Women diagnosed with gestational diabetes.
- Pregnant women in Vietnam seeking diabetes management support.
Keep in Mind
- 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
- 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.
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Connected Evidence
Explore related studies, evidence collections, and research questions.
This study contributes to evidence on Healthy Pregnancy and Diabetes knowledge, Healthy Pregnancy and Diabetes medication use change.
Related evidence relationships
Explore in Evidence ArchiveThis study contributes to the evidence on the following intervention-outcome relationships.
Included in these evidence collections
Curated evidence collections and hubs this study is part of.
Diabetes knowledge Evidence Hub
All studies measuring Diabetes knowledge
1 studies
outcome_hubMeasures Diabetes knowledge as a key outcome.
Diabetes medication use change Evidence Hub
All studies measuring Diabetes medication use change
1 studies
outcome_hubMeasures Diabetes medication use change as a key outcome.
Healthy Pregnancy Evidence Hub
All studies on Healthy Pregnancy
1 studies
intervention_hubContributes to Healthy Pregnancy evidence base.
Recent Diabetes Research
Latest published studies
recency_collection
Published within the last 2 years.
Explore more in the evidence archive
Jump to pre-filtered views in the evidence archive.
All studies on Healthy Pregnancy and Diabetes knowledge
Intervention: Healthy PregnancyOutcome: Diabetes knowledge
1 results
All studies on Healthy Pregnancy and Diabetes medication use change
Intervention: Healthy PregnancyOutcome: Diabetes medication use change
1 results
All studies on Healthy Pregnancy
Intervention: Healthy Pregnancy
1 results
All studies measuring Diabetes knowledge
Outcome: Diabetes knowledge
1 results
All studies measuring Diabetes medication use change
Outcome: Diabetes medication use change
1 results
Questions answered by this study
Does Healthy Pregnancy improve diabetes knowledge?
Emerging Evidence
Healthy Pregnancy appears to improve Diabetes knowledge.
ConsensusScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Diabetes knowledge
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.
Does Healthy Pregnancy improve diabetes management self-efficacy?
Emerging Evidence
Healthy Pregnancy appears to improve Diabetes management self-efficacy.
ConsensusScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Diabetes management self-efficacy
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.
Does Healthy Pregnancy improve diabetes medication use change?
Emerging Evidence
Healthy Pregnancy appears to improve Diabetes medication use change.
ConsensusScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Diabetes medication use change
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.
Does Healthy Pregnancy improve diabetes remission?
Emerging Evidence
Healthy Pregnancy appears to improve Diabetes remission.
ConsensusScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Diabetes remission
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.
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