Tailored low-intensity GDM diet support showed similar engagement across CALD and non-CALD women
May 26, 2026
Highly relevant
Interventions:
Outcomes:
Strength:
What Improves Treatment Adherence in Diabetes?
Evidence on improving treatment adherence
Evidence related to treatment adherence, medication use, physical activity participation, step count, diet intake, fruit and vegetable intake, and self-care behavior adherence.
15
Studies
14
Evidence Pairs
Limited Research
Evidence Base: 33/100
Supporting Studies
15
Research documents analyzed
Evidence Pairs
14
Intervention-outcome relationships
Latest Publication
May 2026
Avg. Evidence: 46/100
Evidence Snapshot
Qualitative overview of the evidence landscape
Moderate Confidence
Practical Questions
What improves treatment adherence?
outcome achievementEmerging Evidence
Peer-support lifestyle program, SMS text messaging behavioral intervention for health promotion, and Remote multiprofessional educational program are among the most studied approaches for Treatment Adherence.
Consistency: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Peer-support lifestyle program
Emerging | score 55.7 | strong positive | Consistent | 2 studies
- 2
Remote multiprofessional educational program
Emerging | score 53.0 | strong positive | Unclear | 2 studies
- 3
SMS text messaging behavioral intervention for health promotion
Emerging | score 52.6 | strong positive | Consistent | 1 study
Why this answer: This answer is based on 15 supporting studies and existing graph evidence signals.
Limitations
- Consistency cannot yet be determined.
- Population details are unavailable.
Does Peer-support lifestyle program improve treatment adherence?
intervention effectivenessEmerging Evidence
Peer-support lifestyle program appears to improve Treatment adherence.
Consistency: Results are consistent across studies.
Ranked evidence signals
- 1
Peer-support lifestyle program
Emerging | score 55.7 | strong positive | Consistent | 2 studies
Why this answer: This answer is based on a small number of supporting studies and should be interpreted cautiously.
Limitations
- Only a small number of supporting studies are available.
- Population details are unavailable.
Does SMS text messaging behavioral intervention for health promotion improve treatment adherence?
intervention effectivenessEmerging Evidence
SMS text messaging behavioral intervention for health promotion appears to improve Treatment adherence.
Consistency: Results are consistent across studies.
Ranked evidence signals
- 1
SMS text messaging behavioral intervention for health promotion
Emerging | score 52.6 | strong positive | 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 Remote multiprofessional educational program improve treatment adherence?
intervention effectivenessEmerging Evidence
Remote multiprofessional educational program appears to improve Treatment adherence.
Consistency: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Remote multiprofessional educational program
Emerging | score 53.0 | strong positive | Unclear | 2 studies
Why this answer: This answer is based on a small number of supporting studies and should be interpreted cautiously.
Limitations
- Only a small number of supporting studies are available.
- Consistency cannot yet be determined.
- Population details are unavailable.
Peer-support lifestyle program vs SMS text messaging behavioral intervention for health promotion for treatment adherence?
compareEmerging Evidence
Peer-support lifestyle program and SMS text messaging behavioral intervention for health promotion have available evidence for Treatment Adherence, but the comparison requires review of the underlying studies.
Consistency: Results are consistent across studies.
Ranked evidence signals
- 1
Peer-support lifestyle program
Emerging | score 55.7 | strong positive | Consistent | 2 studies
- 2
SMS text messaging behavioral intervention for health promotion
Emerging | score 52.6 | strong positive | Consistent | 1 study
Why this answer: This answer is based on 3 supporting studies with consistent results and a positive effect signal.
Limitations
- Population details are unavailable.
How can I lower treatment adherence?
sub outcomeEmerging Evidence
Peer-support lifestyle program, SMS text messaging behavioral intervention for health promotion, and Remote multiprofessional educational program are among the most studied approaches for Treatment adherence.
Consistency: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Telephone-based lifestyle education for gestational diabetes prevention
Emerging | score 51.8 | strong positive | Unclear | 1 study
- 2
Remote multiprofessional educational program
Emerging | score 51.7 | strong positive | Unclear | 1 study
- 3
Behavioral counseling
Emerging | score 42.5 | weak positive | Consistent | 3 studies
Why this answer: This answer is based on 7 supporting studies and existing graph evidence signals.
Limitations
- Consistency cannot yet be determined.
- Population details are unavailable.
Which interventions need more research for treatment adherence?
research gapsLimited Evidence
Telephone-based pharmacist behavioral intervention, Resistance training, and Lifestyle intervention for prediabetes need more research before firm conclusions can be drawn.
Consistency: Consistency cannot yet be determined from the available evidence.
Ranked evidence signals
- 1
Telephone-based pharmacist behavioral intervention
Limited | score 38.7 | weak positive | Unclear | 1 study
- 2
Resistance training
Limited | score 38.4 | weak positive | Unclear | 1 study
- 3
Lifestyle intervention for prediabetes
Limited | score 38.1 | neutral | Consistent | 1 study
Why this answer: This answer is based on 5 supporting studies and existing graph evidence signals.
Limitations
- Consistency cannot yet be determined.
- Population details are unavailable.
Top evidence-backed options for this outcome
Interventions with the strongest supporting evidence in our database
Peer-support lifestyle program
1 study
View evidence
SMS text messaging behavioral intervention for health promotion
1 study
View evidence
Remote multiprofessional educational program
1 study
View evidence
Telephone-based lifestyle education for gestational diabetes prevention
1 study
View evidence
Intensive lifestyle intervention for type 2 diabetes remission
1 study
View evidence
Lifestyle intervention for prediabetes
2 studies
View evidence
Behavioral counseling
3 studies
View evidence
Telephone-based pharmacist behavioral intervention
1 study
View evidence
Resistance training
1 study
View evidence
Rama Diabetes Care app
1 study
View evidence
Note: Scores are provided by the evidence graph and may reflect evidence strength, evidence base, or relationship confidence depending on context. Click any option to explore the supporting research in our archive.
Strongest evidence signals
Key patterns and insights identified across the research landscape
Strong positive signal
Peer-support lifestyle program shows strong evidence for improving Alcohol use
Peer-support lifestyle program → Alcohol use
Across 1 study, Peer-support lifestyle program shows a consistent strong positive signal for Alcohol use.
1 studies
Strong positive signal
Peer-support lifestyle program shows strong evidence for improving Fruit and vegetable intake
Peer-support lifestyle program → Fruit and vegetable intake
Across 1 study, Peer-support lifestyle program shows a consistent strong positive signal for Fruit and vegetable intake.
1 studies
Strong positive signal
Remote multiprofessional educational program shows strong evidence for improving Diabetes self-management behaviors
Remote multiprofessional educational program → Diabetes self-management behaviors
Across 1 study, Remote multiprofessional educational program shows a strong positive signal for Diabetes self-management behaviors.
1 studies
Strong positive signal
SMS text messaging behavioral intervention for health promotion shows strong evidence for improving Physical activity level (MET-minutes per week)
SMS text messaging behavioral intervention for health promotion → Physical activity level (MET-minutes per week)
Across 1 study, SMS text messaging behavioral intervention for health promotion shows a consistent strong positive signal for Physical activity level (MET-minutes per week).
1 studies
Strong positive signal
Telephone-based lifestyle education for gestational diabetes prevention shows strong evidence for improving Treatment adherence
Telephone-based lifestyle education for gestational diabetes prevention → Treatment adherence
Across 1 study, Telephone-based lifestyle education for gestational diabetes prevention shows a strong positive signal for Treatment adherence.
1 studies
Supporting Research
Selected studies that best represent the evidence behind this topic.
Home telemedicine may improve HbA1c in older adults with type 2 diabetes
May 30, 2026
Recent
Interventions:
Outcomes:
Strength:
Telephone pharmacist coaching did not improve HbA1c in poorly controlled diabetes
May 29, 2026
Recent
Interventions:
Outcomes:
Strength:
Remote education program improves carbohydrate counting but not blood sugar control in youth with type 1 diabetes
May 7, 2026
Recent
Interventions:
Outcomes:
Strength:
Thai diabetes app shows little extra HbA1c benefit over standard education
May 7, 2026
Recent
Interventions:
Outcomes:
Strength:
Text messaging may help increase physical activity in adults with type 2 diabetes
May 16, 2026
Recent
Strength:
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