Diabetes Distress

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Evidence on improving diabetes distress

Evidence related to Diabetes Distress.

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Studies

Evidence Pairs

Moderate Research

Evidence Base: 54/100

Evidence Intelligence™

Evidence Summary

A structured summary of where the evidence is strongest, mixed, or still emerging.

Executive Summary

Diabetes Distress evidence appears to center on Hybrid closed-loop system.

Among 26 indexed studies and 29 interventions, the strongest signals are summarized from the available evidence. Hybrid closed-loop system appears to be one of the clearer current evidence signals.

Evidence is consistently positive across multiple studies.
Some evidence is positive, but results are not consistent across all studies.
Early findings are encouraging, but stronger trials are needed.

Caution

This summary reflects the currently indexed evidence and should not be interpreted as treatment advice.

Key Finding

Evidence is consistently positive across multiple studies.

Interventions with strongest consistent evidence

Strongest consistent evidence

Why it matters

Consistent positive findings are easier to interpret than isolated or mixed results.

Interpretation

Hybrid closed-loop system appears to have a consistent beneficial signal in the indexed evidence.

View supporting studies

Evidence basis: 1 evidence pair - 4 studies

Why this appears here

Strong evidenceConsistent resultsPositive effect signalMultiple RCTs

Hybrid closed-loop system

4 studies

EvidenceScore™

79/100

ConsistencyScore™

73/100

Evidence Snapshot

Studies

Interventions

Outcomes

Strong evidence signals

Mixed evidence areas

Key Findings

Key patterns and insights identified across the research landscape

Strong positive signal

Hybrid closed-loop system shows strong evidence for improving Diabetes distress scores

Hybrid closed-loop system → Diabetes distress scores

Across 4 studies, Hybrid closed-loop system shows a consistent strong positive signal for Diabetes distress scores.

4 studies

EvidenceScore™: 79/100

View supporting studies

Strong positive signal

Combined Yoga and Gastro-Hepatic Pack (CYG) shows strong evidence for improving Diabetes Distress Scale score

Combined Yoga and Gastro-Hepatic Pack (CYG) → Diabetes Distress Scale score

Across 1 study, Combined Yoga and Gastro-Hepatic Pack (CYG) shows a strong positive signal for Diabetes Distress Scale score.

1 studies

EvidenceScore™: 59/100

View supporting studies

Neutral signal

Control Group Usual Activity shows limited or neutral effect on Diabetes Distress Scale score

Control Group Usual Activity → Diabetes Distress Scale score

Across 1 study, Control Group Usual Activity shows a neutral signal for Diabetes Distress Scale score.

1 studies

EvidenceScore™: 59/100

View supporting studies

Strong positive signal

Culturally tailored CBT/MI intervention shows strong evidence for improving Diabetes Distress Scale score

Culturally tailored CBT/MI intervention → Diabetes Distress Scale score

Across 1 study, Culturally tailored CBT/MI intervention shows a strong positive signal for Diabetes Distress Scale score.

1 studies

EvidenceScore™: 59/100

View supporting studies

Neutral signal

Diabetes Online Therapy (DOT) shows limited or neutral effect on Diabetes Distress Scale score

Diabetes Online Therapy (DOT) → Diabetes Distress Scale score

Across 1 study, Diabetes Online Therapy (DOT) shows a neutral signal for Diabetes Distress Scale score.

1 studies

EvidenceScore™: 59/100

View supporting studies

Supporting Evidence

Mixed or conflicting evidence

Some evidence is positive, but results are not consistent across all studies.

Areas where results are mixed

Why it matters

Mixed results suggest effects may depend on population, comparator, duration, or study design.

Interpretation

Hybrid closed-loop system is mixed in the currently indexed evidence.

Caution

Some supporting studies reported neutral, negative, or mixed findings.

Top entities

Hybrid closed-loop system

Continuous glucose monitoring

Hybrid closed-loop system

4 studies

EvidenceScore™

79/100

ConsistencyScore™

73/100

Why this appears here

Mixed Or Conflicting ResultsPositive Signal PresentNeutral Results Present

Evidence basis: 4 evidence pairs - 7 studies

View supporting studies

Promising but understudied

Early findings are encouraging, but stronger trials are needed.

Promising areas needing more evidence

Why it matters

Promising signals can guide further review, but they should not be treated as settled evidence.

Interpretation

Hybrid closed-loop system may have a beneficial signal, but the evidence base is still developing.

Caution

Current support is limited by study volume, RCT depth, or evidence strength.

Top entities

Hybrid closed-loop system

Combined Yoga and Gastro-Hepatic Pack (CYG)

Hybrid closed-loop system

4 studies

EvidenceScore™

79/100

ConsistencyScore™

73/100

Why this appears here

Positive effect signalLimited study volumeFew randomized trialsEmerging Or Limited Strength

Evidence basis: 5 evidence pairs - 7 studies

View supporting studies

Explore the Evidence

The sections below provide the complete evidence questions, supporting relationships, and underlying studies behind the summary above.

Preguntas respondidas por la evidencia

What improves diabetes distress?

outcome achievement

Emerging Evidence

Hybrid closed-loop system, Combined Yoga and Gastro-Hepatic Pack (CYG), and Continuous glucose monitoring are among the most studied approaches for Diabetes Distress.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

1
Hybrid closed-loop system
EvidenceScore™ Strong | EvidenceScore™ 79.0 | strong positive | ConsistencyScore™ Consistent | 4 studies
2
Combined Yoga and Gastro-Hepatic Pack (CYG)
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
3
Culturally tailored CBT/MI intervention
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 26 supporting studies and existing graph evidence signals.

Limitations

Consistency cannot yet be determined.
Population details are unavailable.

Does Hybrid closed-loop system improve diabetes distress?

intervention effectiveness

Strong Evidence

Hybrid closed-loop system appears to improve Diabetes distress scores.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

1
Hybrid closed-loop system
EvidenceScore™ Strong | EvidenceScore™ 79.0 | strong positive | ConsistencyScore™ Consistent | 4 studies

Why this answer: This answer is based on 4 supporting studies with consistent results and a positive effect signal.

Limitations

Population details are unavailable.

Does Combined Yoga and Gastro-Hepatic Pack (CYG) improve diabetes distress?

intervention effectiveness

Emerging Evidence

Combined Yoga and Gastro-Hepatic Pack (CYG) appears to improve Diabetes distress scores.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

1
Combined Yoga and Gastro-Hepatic Pack (CYG)
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ 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 Continuous glucose monitoring improve diabetes distress?

intervention effectiveness

Emerging Evidence

Current evidence does not show a clear benefit of Continuous glucose monitoring for Diabetes distress scores.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

1
Continuous glucose monitoring
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ 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.

Hybrid closed-loop system vs Combined Yoga and Gastro-Hepatic Pack (CYG) for diabetes distress?

compare

Strong Evidence

Hybrid closed-loop system and Combined Yoga and Gastro-Hepatic Pack (CYG) have available evidence for Diabetes Distress, but the comparison requires review of the underlying studies.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

1
Hybrid closed-loop system
EvidenceScore™ Strong | EvidenceScore™ 79.0 | strong positive | ConsistencyScore™ Consistent | 4 studies
2
Combined Yoga and Gastro-Hepatic Pack (CYG)
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 5 supporting studies with consistent results and a positive effect signal.

Limitations

Population details are unavailable.

How can I lower diabetes distress scores?

sub outcome

Emerging Evidence

Hybrid closed-loop system, Combined Yoga and Gastro-Hepatic Pack (CYG), and Continuous glucose monitoring are among the most studied approaches for Diabetes distress scores.

ConsistencyScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

1
Hybrid closed-loop system
EvidenceScore™ Strong | EvidenceScore™ 79.0 | strong positive | ConsistencyScore™ Consistent | 4 studies
2
DSMES
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study
3
Guided self-determination (GSD)
EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 14 supporting studies and existing graph evidence signals.

Limitations

Consistency cannot yet be determined.
Population details are unavailable.

What has the strongest evidence for diabetes distress?

evidence strength

Strong Evidence

Hybrid closed-loop system have the strongest available evidence signals in this evidence set.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

1
Hybrid closed-loop system
EvidenceScore™ Strong | EvidenceScore™ 79.0 | strong positive | ConsistencyScore™ Consistent | 4 studies

Why this answer: This answer is based on 4 supporting studies with consistent results and a positive effect signal.

Limitations

Population details are unavailable.

Evidence summary for AI and search

Among 26 indexed studies and 29 interventions, the strongest signals are summarized from the available evidence. Hybrid closed-loop system appears to be one of the clearer current evidence signals.