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Dediabetes Evidence Brief

Diabetes Distress

Evidence related to Diabetes Distress.

Brief accessed
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Full evidence pagehttps://www.dediabetes.com/evidence/diabetes-distress

Executive Summary

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

Among 40 indexed studies and 45 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.

Evidence Snapshot

Studies analyzed
40
Evidence relationships
46
Interventions
45
Outcomes
3
Strong evidence signals
1
Mixed evidence areas
0

Key Findings

  1. 01

    Across 5 studies, Hybrid closed-loop system shows a moderate positive signal for Diabetes distress scores.

  2. 02

    Across 2 studies, Insulin therapy shows a consistent neutral signal for Diabetes distress scores.

  3. 03

    Across 1 study, Calorie restriction shows a strong positive signal for Reduction in child-reported diabetes distress as measured by the PAID score.

  4. 04

    Across 1 study, mHealth diabetes support intervention shows a strong positive signal for Reduction in child-reported diabetes distress as measured by the PAID score.

Question Highlights

Which interventions have evidence for diabetes distress?

Hybrid closed-loop system, Insulin therapy, and Acceptance and Commitment Therapy (ACT) are among the most studied approaches for diabetes distress.

Hybrid closed-loop system, Insulin therapy, and Calorie restriction are among the best-supported options in the available evidence across 40 studies.

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Does Hybrid closed-loop system improve diabetes distress scores?

Hybrid closed-loop system may improve diabetes distress scores.

Strong evidence is based on 5 supporting studies.

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Does Insulin therapy improve diabetes distress scores?

Current evidence does not show a clear benefit of Insulin therapy for diabetes distress scores.

Moderate evidence is based on 2 supporting studies.

Only a small number of supporting studies are available.

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Evidence Categories

The evidence is organized by how consistently it supports a conclusion and how much research is available.

Well-Supported Interventions

The strongest and most consistent evidence for improving this outcome.

Evidence is consistently positive across multiple studies.

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.

Leading examples

Hybrid closed-loop system

Evidence basis: 1 evidence pair - 5 studies

Findings Requiring Careful Interpretation

Results that vary across studies or depend on population, study design, duration, or comparator.

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

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.

Leading examples

Hybrid closed-loop system · Acceptance and Commitment Therapy (ACT) · Continuous glucose monitoring

Evidence basis: 5 evidence pairs - 9 studies

Emerging Areas of Research

Early positive signals that require additional high-quality research.

Early findings are encouraging, but stronger trials are needed.

Why it matters

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

Interpretation

Calorie restriction 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.

Leading examples

Calorie restriction · Combined Yoga and Gastro-Hepatic Pack (CYG) · Culturally tailored CBT/MI intervention

Evidence basis: 5 evidence pairs - 5 studies

About this Evidence Brief

This brief summarizes research currently indexed by Dediabetes Evidence Intelligence. It is not a clinical guideline or personalized medical recommendation. Evidence classifications may change as additional studies are indexed.

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