Evidence Intelligence™
- EvidenceScore™
- Moderate
- Score 69 · Based on 2 studies
- ImpactScore™
- 75
- Positive
- ConsistencyScore™
- 35
- mixed
Estudios de apoyo: Basado en 2 estudios
Add to Evidence TrackerResumen de Investigación
Analyzed using Evidence Intelligence™
Greenhabit app improves diabetes outcomes in adults
Última actualización 8 de julio de 2026
Key finding
Mean change in the intervention group [n=50] -0.4%, P <.001 vs -0.3% in the control group [n=53], P =.001.
This study evaluated the Greenhabit mobile app for enhancing self-management in type 2 diabetes. Results showed significant improvements in several health metrics compared to standard care.
Quick read
Study at a glance
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
What this paper says
A plain-language read of the study’s main message and where it applies.
Study focus
This study evaluated the Greenhabit mobile app for enhancing self-management in type 2 diabetes. Results showed significant improvements in several health metrics compared to standard care.
Clinical relevance
The findings highlight the potential of digital health tools like the Greenhabit app to support self-management in type 2 diabetes. Improved health metrics such as HbA1c and blood pressure can lead to better long-term outcomes, reducing the risk of complications associated with diabetes.
Keep in mind
The study's sample size was relatively small, which may limit generalizability. Results may not apply to all demographics of type 2 diabetes patients. The long-term sustainability of the app's benefits was not assessed.
Published in
Referencia de la Revista
Publication details and source links for this paper.
Amaryllis M, Loai A, Jinal M, et al. Enhancing self-management in health care through digital tools: A randomized controlled trial of the Greenhabit mobile app for type 2 diabetes. Journal of Medical Internet Research. 2025;27:e58319. doi:10.2196/58319
Efectos Principales
HbA1c decreased by -0.4% in the intervention group (P <.001) compared to -0.3% in the control group (P =.001).
Fasting plasma glucose decreased by -5.3 mg/dL in the intervention group (P =.01).
Systolic blood pressure decreased by -4.5 mmHg (P =.049).
Evidence network
How this study fits
Understand where this research contributes within the broader evidence network.
Evidence Context
This study contributes evidence to Mobile app for diabetes self-management and BMI, Body weight, Diabetes social support, and 9 more.
This study contributes evidence to
Primary intervention
Mobile app for diabetes self-management
Primary outcomes
- BMI
- Body weight
- Diabetes social support
Evidence topics
Primary intervention
Primary outcomes
Evidence relationships
Intervention and outcome relationships this study adds to the evidence network.
12
Evidence pairs
12
Relationships
5
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: 72
5
Related topics
12
Evidence pairs
1377
Related studies
High relevance in at least one topic
Why it is useful
- Contributes to 12 evidence relationships
- Includes primary outcome data
- Linked to 4 direct semantic evidence topics
Topic contributions
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
Evidence topic
Contributes evidence
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Evidencia principal
Tema de evidencia
Weight Loss
matched_outcome
Evidencia relacionada
Tema de evidencia
Glycemic Control
Guardar evidencia
Core evidence
Study findings
The primary outcomes reported in this study.
Body weight
Mobile app for diabetes self-management → Body weight
Mobile app for diabetes self-management → Body weight
Evidence Intelligence™
- EvidenceScore™
- Emerging
- Score 59 · Based on 1 study
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- unclear
- Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence TrackerDiabetes social support
Mobile app for diabetes self-management → Diabetes social support
Mobile app for diabetes self-management → Diabetes social support
Evidence Intelligence™
- EvidenceScore™
- Emerging
- Score 59 · Based on 1 study
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- unclear
- Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence TrackerDiastolic blood pressure
Mobile app for diabetes self-management → Diastolic blood pressure
Mobile app for diabetes self-management → Diastolic blood pressure
Evidence Intelligence™
- EvidenceScore™
- Moderate
- Score 69 · Based on 2 studies
- ImpactScore™
- 75
- Positive
- ConsistencyScore™
- 35
- mixed
Estudios de apoyo: Basado en 2 estudios
Add to Evidence TrackerFasting Plasma Glucose (FPG)
Mobile app for diabetes self-management → Fasting Plasma Glucose (FPG)
Mobile app for diabetes self-management → Fasting Plasma Glucose (FPG)
Evidence Intelligence™
- EvidenceScore™
- Emerging
- Score 59 · Based on 1 study
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- unclear
- Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence TrackerEvidence Intelligence™
- EvidenceScore™
- 83
- Strong
- ImpactScore™
- 80
- Positive
- ConsistencyScore™
- 80
- consistent
Estudios de apoyo: Basado en 5 estudios
Add to Evidence TrackerHDL cholesterol
Mobile app for diabetes self-management → HDL cholesterol
Mobile app for diabetes self-management → HDL cholesterol
Evidence Intelligence™
- EvidenceScore™
- Moderate
- Score 69 · Based on 2 studies
- ImpactScore™
- 38
- Slightly Negative
- ConsistencyScore™
- 35
- mixed
Estudios de apoyo: Basado en 2 estudios
Add to Evidence TrackerImprovement in Work-Life Balance
Mobile app for diabetes self-management → Improvement in Work-Life Balance
Mobile app for diabetes self-management → Improvement in Work-Life Balance
Evidence Intelligence™
- EvidenceScore™
- Emerging
- Score 59 · Based on 1 study
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- unclear
- Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence TrackerPositivity
Mobile app for diabetes self-management → Positivity
Mobile app for diabetes self-management → Positivity
Evidence Intelligence™
- EvidenceScore™
- Emerging
- Score 59 · Based on 1 study
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- unclear
- Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence TrackerSystolic blood pressure
Mobile app for diabetes self-management → Systolic blood pressure
Mobile app for diabetes self-management → Systolic blood pressure
Evidence Intelligence™
- EvidenceScore™
- Moderate
- Score 69 · Based on 2 studies
- ImpactScore™
- 75
- Positive
- ConsistencyScore™
- 35
- mixed
Estudios de apoyo: Basado en 2 estudios
Add to Evidence TrackerTriglycerides
Mobile app for diabetes self-management → Triglycerides
Mobile app for diabetes self-management → Triglycerides
Evidence Intelligence™
- EvidenceScore™
- Emerging
- Score 59 · Based on 1 study
- ImpactScore™
- 100
- Very Positive
- ConsistencyScore™
- unclear
- Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence TrackerWaist circumference
Mobile app for diabetes self-management → Waist circumference
Mobile app for diabetes self-management → Waist circumference
Evidence Intelligence™
- EvidenceScore™
- Moderate
- Score 69 · Based on 2 studies
- ImpactScore™
- 75
- Positive
- ConsistencyScore™
- 35
- mixed
Estudios de apoyo: Basado en 2 estudios
Add to Evidence TrackerEvidence Library
Build your evidence library
Save research, organize studies, and quickly find important evidence again.
La Evidencia Sugiere
- HbA1c improved by -0.4% in the app group, indicating better glycemic control.
- Fasting plasma glucose decreased by -5.3 mg/dL, showing effective blood sugar management.
- Systolic blood pressure reduced by -4.5 mmHg, suggesting cardiovascular benefits.
A quién se aplica
- Adults diagnosed with type 2 diabetes.
- Individuals seeking to improve their diabetes management through digital tools.
Tener en Cuenta
- The findings are based on a specific population and may not be applicable to all patients.
- The study did not evaluate the long-term effects of the app beyond the trial period.
- Further research is needed to confirm these results in larger, more diverse populations.
Entre Líneas
- The study's sample size was relatively small, which may limit generalizability.
- Results may not apply to all demographics of type 2 diabetes patients.
- The long-term sustainability of the app's benefits was not assessed.
Evidence Library
Build your evidence library
Save research, organize studies, and quickly find important evidence again.
Connected Evidence
Explore related studies, evidence collections, and research questions.
Relationships organized using the Dediabetes Evidence Intelligence™ framework.
This study contributes to evidence on Mobile app for diabetes self-management and HbA1c, Mobile app for diabetes self-management and Body Mass Index.
Relaciones de evidencia relacionadas
Explore in Evidence ExplorerThis study contributes to the evidence on the following intervention-outcome relationships.
Behavioral & Lifestyle
Mobile app for diabetes self-management → HbA1c
Behavioral & Lifestyle
Evidence Intelligence™
- EvidenceScore™
- 83
- Strong
- ImpactScore™
- 80
- Positive
- ConsistencyScore™
- 80
- consistent
Estudios de apoyo: Basado en 5 estudios
View evidenceBehavioral & Lifestyle
Mobile app for diabetes self-management → Body Mass Index
Behavioral & Lifestyle
Evidence Intelligence™
- EvidenceScore™
- Moderate
- Score 69 · Based on 2 studies
- ImpactScore™
- 75
- Positive
- ConsistencyScore™
- 35
- mixed
Estudios de apoyo: Basado en 2 estudios
View evidenceBehavioral & Lifestyle
Mobile app for diabetes self-management → Blood Pressure
Behavioral & Lifestyle
Evidence Intelligence™
- EvidenceScore™
- Moderate
- Score 69 · Based on 2 studies
- ImpactScore™
- 75
- Positive
- ConsistencyScore™
- 35
- mixed
Estudios de apoyo: Basado en 2 estudios
View evidenceIncluido en estas colecciones de evidencia
Curated evidence collections and hubs this study is part of.
HbA1c Evidence Hub
All studies measuring HbA1c
5 studies
outcome_hubMeasures HbA1c as a key outcome.
Mobile app for diabetes self-management Evidence Hub
All studies on Mobile app for diabetes self-management
5 studies
intervention_hubContributes to Mobile app for diabetes self-management evidence base.
Blood Pressure Evidence Hub
All studies measuring Blood Pressure
2 studies
outcome_hubMeasures Blood Pressure as a key outcome.
Body Mass Index Evidence Hub
All studies measuring Body Mass Index
2 studies
outcome_hubMeasures Body Mass Index as a key outcome.
Recent Diabetes Research
Latest published studies
recency_collection
Published within the last 2 years.
Explora más en Evidence Explorer
Jump to pre-filtered views in Evidence Explorer.
All studies on Mobile app for diabetes self-management and HbA1c
Intervention: Mobile app for diabetes self-managementOutcome: HbA1c
5 results
All studies on Mobile app for diabetes self-management and BMI
Intervention: Mobile app for diabetes self-managementOutcome: BMI
2 results
All studies on Mobile app for diabetes self-management
Intervention: Mobile app for diabetes self-management
5 results
All studies measuring HbA1c
Outcome: HbA1c
5 results
All studies measuring BMI
Outcome: BMI
2 results
Questions answered by this study
Generated from the study's connected evidence using Evidence Intelligence™.
Does Mobile app for diabetes self-management improve HbA1c?
Strong Evidence
Mobile app for diabetes self-management may improve HbA1c.
ConsistencyScore™: Results are consistent across studies.
Ranked evidence signals
- 1
HbA1c
EvidenceScore™ Strong | EvidenceScore™ 82.7 | moderate positive | ConsistencyScore™ Consistent | 1 study
Why this answer: This answer is based on a single supporting study.
Limitations
- Only one supporting study is available.
- Population details are unavailable.
Does Mobile app for diabetes self-management affect bmi?
Moderate Evidence
Mobile app for diabetes self-management may improve BMI.
ConsistencyScore™: Results are mixed and should be interpreted cautiously.
Evidence caveat: The available evidence reports mixed findings.
Ranked evidence signals
- 1
BMI
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study
Why this answer: This answer is cautious because the available studies report mixed findings.
Limitations
- Only one supporting study is available.
- Population details are unavailable.
Does Mobile app for diabetes self-management improve diastolic blood pressure?
Moderate Evidence
Mobile app for diabetes self-management may improve Diastolic blood pressure.
ConsistencyScore™: Results are mixed and should be interpreted cautiously.
Evidence caveat: The available evidence reports mixed findings.
Ranked evidence signals
- 1
Diastolic blood pressure
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study
Why this answer: This answer is cautious because the available studies report mixed findings.
Limitations
- Only one supporting study is available.
- Population details are unavailable.
Does Mobile app for diabetes self-management improve systolic blood pressure?
Moderate Evidence
Mobile app for diabetes self-management may improve Systolic blood pressure.
ConsistencyScore™: Results are mixed and should be interpreted cautiously.
Evidence caveat: The available evidence reports mixed findings.
Ranked evidence signals
- 1
Systolic blood pressure
EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study
Why this answer: This answer is cautious because the available studies report mixed findings.
Limitations
- Only one supporting study is available.
- Population details are unavailable.
Next steps
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Evidence topics
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