Blood glucose
Holistic digital intervention → Blood glucose
Holistic digital intervention → Blood glucose
- EvidenceScore™
- Emerging
- Score 59 · Based on 1 study
- ImpactScore™
- 50
- Neutral
- ConsistencyScore™
- unclear
- Not enough independent studies
Last updated August 29, 2026
Key finding
Changes in body weight were observed but group differences were not statistically significant.
This pilot randomized controlled trial evaluated a holistic digital intervention aimed at improving lifestyle behaviors among Asian women with a history of gestational diabetes mellitus. The results indicated no statistically significant changes in key health outcomes.
Quick read
The essential study design details in one scan.
EvidenceScore™
Moderate
Study type
RCTs
Follow-up
Short-Term (≤3 mo)
Risk of bias
Some Concerns
Save research, organize studies, and quickly find important evidence again.
Plain-language summary
A plain-language read of the study’s main message and where it applies.
Study focus
This pilot randomized controlled trial evaluated a holistic digital intervention aimed at improving lifestyle behaviors among Asian women with a history of gestational diabetes mellitus. The results indicated no statistically significant changes in key health outcomes.
Understanding the effectiveness of digital interventions is crucial for developing effective strategies to support women with a history of gestational diabetes. This study highlights the challenges in achieving significant health improvements in this population, indicating that further research is needed to refine such interventions.
Small sample size may limit generalizability. Short duration of the study may not capture long-term effects. Lack of significant findings suggests the intervention may need refinement.
Published in
Publication details and source links for this paper.
Seaw JL, Chun SS, Yu CC, Mya TT, Johan GE. Feasibility and preliminary efficacy of a holistic digital intervention on improving lifestyle behaviors among Asian women with a history of gestational diabetes mellitus: A pilot randomized controlled trial. Frontiers in Clinical Diabetes and Healthcare. 2023;4:1251411. doi:10.3389/fcdhc.2023.1251411
No significant changes in BMI were observed between groups.
Systolic and diastolic blood pressure changes were not statistically significant.
Mental well-being scores (BDI-II, STAI-Trait, STAI-State) showed no significant differences.
Evidence network
Understand where this research contributes within the broader evidence network.
This study contributes evidence to Holistic digital intervention and BMI, Blood glucose, Change in WHO-5 Well-Being Index score, and 5 more.
This study contributes evidence to
Primary intervention
Holistic digital intervention
Primary outcomes
Evidence topics
Primary intervention
Primary outcomes
Intervention and outcome relationships this study adds to the evidence network.
Editorial context
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.
3
Related topics
8
Evidence pairs
1075
Related studies
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
Save studies and evidence pages, organize your personal Evidence Tracker, and keep the research you care about in one place.
Primary evidence
Evidence topic
matched_outcome
Related evidence
Evidence topic
Save evidence
Core evidence
The primary outcomes reported in this study.
Holistic digital intervention → Blood glucose
Holistic digital intervention → Blood glucose
Holistic digital intervention → Change in WHO-5 Well-Being Index score
Holistic digital intervention → Change in WHO-5 Well-Being Index score
Holistic digital intervention → Diastolic blood pressure
Holistic digital intervention → Diastolic blood pressure
Holistic digital intervention → Glucose levels at 120 minutes during the oral glucose tolerance test
Holistic digital intervention → Glucose levels at 120 minutes during the oral glucose tolerance test
Holistic digital intervention → Improvement in Well-Being
Holistic digital intervention → Improvement in Well-Being
Holistic digital intervention → Systolic blood pressure
Holistic digital intervention → Systolic blood pressure
Evidence Library
Save research, organize studies, and quickly find important evidence again.
Evidence Library
Save research, organize studies, and quickly find important evidence again.
Explore related studies, evidence collections, and research questions.
Relationships organized using the Dediabetes Evidence Intelligence™ framework.
This study contributes to evidence on Holistic digital intervention and Fasting Glucose, Holistic digital intervention and Body Mass Index.
This study contributes to the evidence on the following intervention-outcome relationships.
Devices & Technology
Devices & Technology
Devices & Technology
Curated evidence collections and hubs this study is part of.
All studies measuring Blood Pressure
Measures Blood Pressure as a key outcome.
All studies measuring Body Mass Index
Measures Body Mass Index as a key outcome.
All studies measuring Fasting Glucose
Measures Fasting Glucose as a key outcome.
All studies on Holistic digital intervention
Contributes to Holistic digital intervention evidence base.
Jump to pre-filtered views in Evidence Explorer.
1 results
1 results
1 results
1 results
1 results
Generated from the study's connected evidence using Evidence Intelligence™.
Current evidence does not show a clear benefit of Holistic digital intervention for BMI.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
BMI
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Current evidence does not show a clear benefit of Holistic digital intervention for Blood glucose.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Blood glucose
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Current evidence does not show a clear benefit of Holistic digital intervention for Change in WHO-5 Well-Being Index score.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Change in WHO-5 Well-Being Index score
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Current evidence does not show a clear benefit of Holistic digital intervention for Diastolic blood pressure.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Diastolic blood pressure
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Next steps
Choose a next path through related evidence topics, Evidence Explorer views, and research summaries.
Follow the topics this study contributes to.
Open broader Evidence Explorer views for this relationship.
Read related research summaries.
Focused on evidence, not advertising.
Your data is always protected.
New studies added every day.