Last updated September 10, 2026
Key finding
HbA1c decreased from 7.4 ± 0.7% to 6.9 ± 0.9% in Group B.
This study evaluated an integrated data platform for diabetes management against standard care, finding significant improvements in key health metrics.
Quick read
The essential study design details in one scan.
EvidenceScore™
Moderate
Study type
RCTs
Follow-up
Medium-Term (3–12 mo)
Risk of bias
Some Concerns
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Plain-language summary
A plain-language read of the study’s main message and where it applies.
Study focus
This study evaluated an integrated data platform for diabetes management against standard care, finding significant improvements in key health metrics.
These findings suggest that integrating technology with personalized education can lead to better diabetes management, potentially reducing complications and improving patient outcomes. This approach could be particularly beneficial for overweight or obese patients who struggle with traditional management methods.
The study's sample size and demographic diversity may limit generalizability. Potential biases in self-reported measures could affect outcome validity. Long-term effects of the intervention were not assessed.
Published in
Publication details and source links for this paper.
Xiyu L, Xiaohong W, Mengxun X, Lulu C. The integrated data platform combined with personalized diabetes education video delivery was verified to be a more effective management mode for diabetes. Journal of Diabetes Investigation. 2024;15(11):1548-1555. doi:10.1111/jdi.14296
HbA1c decreased from 7.4% to 6.9% in the integrated platform group.
53% of participants in the integrated platform group achieved fasting blood glucose <7 mmol/L compared to 35% in standard care.
Quality of life score improved from 0.970 to 0.990 in the integrated platform group.
Evidence network
Understand where this research contributes within the broader evidence network.
This study contributes evidence to Integrated data platform with dietary management, Standard face-to-face care and Body weight, Fasting blood sugar (FBS), HbA1c, and 5 more.
This study contributes evidence to
Primary intervention
Integrated data platform with dietary management
Primary outcomes
Primary intervention
Primary outcomes
Intervention and outcome relationships this study adds to the evidence network.
Editorial context
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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.
6
Related topics
10
Evidence pairs
1907
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Contributes evidence
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Primary evidence
Evidence topic
matched_outcome
Related evidence
Evidence topic
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Core evidence
The primary outcomes reported in this study.
Integrated data platform with dietary management → Body weight
Integrated data platform with dietary management → Body weight
Integrated data platform with dietary management → Fasting blood sugar (FBS)
Integrated data platform with dietary management → Fasting blood sugar (FBS)
Integrated data platform with dietary management → HbA1c
Integrated data platform with dietary management → HbA1c
Integrated data platform with dietary management → Incidence of hypoglycemia
Integrated data platform with dietary management → Incidence of hypoglycemia
Integrated data platform with dietary management → Percentage of patients with HbA1c < 7%
Integrated data platform with dietary management → Percentage of patients with HbA1c < 7%
Integrated data platform with dietary management → Quality of life
Integrated data platform with dietary management → Quality of life
Integrated data platform with dietary management → Satisfaction rating
Integrated data platform with dietary management → Satisfaction rating
Integrated data platform with dietary management → Treatment adherence
Integrated data platform with dietary management → Treatment adherence
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Relationships organized using the Dediabetes Evidence Intelligence™ framework.
This study contributes to evidence on Integrated data platform with dietary management and Body Weight, Integrated data platform with dietary management and Fasting Glucose.
This study contributes to the evidence on the following intervention-outcome relationships.
Behavioral & Lifestyle
Behavioral & Lifestyle
Behavioral & Lifestyle
Curated evidence collections and hubs this study is part of.
All studies measuring Body Weight
Measures Body Weight as a key outcome.
All studies measuring Fasting Glucose
Measures Fasting Glucose as a key outcome.
All studies on Integrated data platform with dietary management
Contributes to Integrated data platform with dietary management evidence base.
All studies measuring Quality of Life Outcomes
Measures Quality of Life Outcomes as a key outcome.
Latest published studies
Published within the last 2 years.
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1 results
1 results
1 results
1 results
1 results
Generated from the study's connected evidence using Evidence Intelligence™.
Integrated data platform with dietary management appears to lower HbA1c.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
HbA1c
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Integrated data platform with dietary management appears to improve percentage of patients with HbA1c < 7%.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Percentage of patients with HbA1c < 7%
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Integrated data platform with dietary management appears to improve quality of life.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Quality of life
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
Integrated data platform with dietary management appears to improve satisfaction rating.
ConsistencyScore™: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
Satisfaction rating
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
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