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Research Summary
Analyzed using Evidence Intelligence™

Family-DSMES improves diabetes outcomes in diverse adults

Powered by the Dediabetes Evidence Intelligence™ framework

Last updated July 8, 2026

Key finding

Mean decrease in HbA1c at immediate post-intervention.

This study compared Family-DSMES and Standard-DSMES in participants with diabetes, finding significant improvements in diabetes-related family involvement with Family-DSMES.

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 compared Family-DSMES and Standard-DSMES in participants with diabetes, finding significant improvements in diabetes-related family involvement with Family-DSMES.

Clinical relevance

This research highlights the importance of family involvement in diabetes management, suggesting that educational programs that include family members may lead to better health outcomes for individuals with diabetes. Improved family support can enhance motivation and adherence to treatment, ultimately leading to better management of diabetes.

Keep in mind

Effectiveness of interventions remains unclear due to unspecified limitations. Potential biases in participant selection or reporting. Generalizability may be limited to specific populations.

Published in

Journal Reference

Publication details and source links for this paper.

Jennifer AA, Pearl AM, James PS, et al. Family-DSMES vs. Standard-DSMES: A Comparative Effectiveness-Implementation RCT. Diabetes research and clinical practice. 2026;232:113063-113063. doi:10.1016/j.diabres.2025.113063

View DOIView on PubMedView on PMC

Main Effects

Both Family-DSMES and Standard-DSMES reduced Hemoglobin A1c by -0.77% (p < 0.005).

Family-DSMES significantly improved diabetes-related family involvement compared to Standard-DSMES (p = 0.024).

Both interventions demonstrated a consistent decrease in Hemoglobin A1c levels at all time points.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to DSMES and HbA1c, Improvement in diabetes-related helpful family involvement.

This study contributes evidence to

Intervention

DSMES

Outcome

HbA1c

Evidence topic

HbA1c Reduction

Primary intervention

DSMES

Primary outcomes

  • HbA1c
  • Improvement in diabetes-related helpful family involvement

Evidence topics

HbA1c ReductionDiabetes Self-Management Education and Support

Primary intervention

DSMES

Primary outcomes

HbA1cImprovement in diabetes-related helpful family involvement

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

2
Evidence pairs
2
Relationships
2
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: 60

2

Related topics

2

Evidence pairs

604

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 2 evidence relationships
  • Includes primary outcome data
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

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Primary evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c

Related evidence

Evidence topic

HbA1c Reduction

Save evidence

Evidence topic

Diabetes Self-Management Education and Support

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

HbA1c

DSMES → HbA1c

DSMES → HbA1c

Evidence Intelligence™
EvidenceScore™
86
Strong
ImpactScore™
70
Positive
ConsistencyScore™
64
generally_consistent
Supporting studies: Based on 11 studies
Add to Evidence Tracker

Improvement in diabetes-related helpful family involvement

DSMES → Improvement in diabetes-related helpful family involvement

DSMES → Improvement in diabetes-related helpful family involvement

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Evidence Library

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evidence suggest

Evidence Suggest

  • Family-DSMES improved family involvement by 0.39 units (p = 0.024).
  • Both groups achieved a significant decrease in Hemoglobin A1c levels.
  • Family-DSMES showed a consistent reduction in blood sugar levels.
who this applies

Who this applies to

  • Individuals with diabetes seeking better management strategies.
  • Families of patients with diabetes involved in care.
keep in mind

Keep in Mind

  • Results may not apply to all demographics or diabetes types.
  • Further research is needed to confirm long-term benefits.
  • Study design limitations may affect the interpretation of findings.
between the lines

Between the Lines

  • Effectiveness of interventions remains unclear due to unspecified limitations.
  • Potential biases in participant selection or reporting.
  • Generalizability may be limited to specific populations.

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.

Powered by the Dediabetes Evidence Intelligence™ framework

This study contributes to evidence on Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c, Diabetes Self-Management Education and Support (DSMES) Programs and Improvement in diabetes-related helpful family involvement.

Related evidence relationships

Explore in Evidence Explorer

This study contributes to the evidence on the following intervention-outcome relationships.

Included in these evidence collections

Curated evidence collections and hubs this study is part of.

Diabetes Self-Management Education and Support (DSMES) Programs Evidence Hub

All studies on Diabetes Self-Management Education and Support (DSMES) Programs

11 studies
intervention_hub

Contributes to Diabetes Self-Management Education and Support (DSMES) Programs evidence base.

HbA1c Evidence Hub

All studies measuring HbA1c

11 studies
outcome_hub

Measures HbA1c as a key outcome.

Improvement in diabetes-related helpful family involvement Evidence Hub

All studies measuring Improvement in diabetes-related helpful family involvement

1 studies
outcome_hub

Measures Improvement in diabetes-related helpful family involvement as a key outcome.

Recent Diabetes Research

Latest published studies

recency_collection

Published within the last 2 years.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Do Diabetes Self-Management Education and Support (DSMES) Programs lower HbA1c?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may lower HbA1c.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Strong | EvidenceScore™ 86.1 | moderate positive | ConsistencyScore™ Generally Consistent | 1 study

Why this answer: This answer is based on 43 supporting studies with generally consistent results and a positive effect signal.

43 supporting studies
View Full Evidence

What evidence is available on DSMES and improvement in diabetes-related helpful family involvement?

Emerging Evidence

DSMES appears to improve improvement in diabetes-related helpful family involvement.

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

Ranked evidence signals

  1. 1

    Improvement in diabetes-related helpful family involvement

    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.
1 supporting study
View Full Evidence
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Next steps

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Evidence topics

Follow the topics this study contributes to.

HbA1c Reduction Evidence HubDiabetes Self-Management Education and Support Evidence Hub

Explore in Evidence Explorer

Open broader Evidence Explorer views for this relationship.

All studies on DSMES and HbA1cAll studies on DSMES and Improvement in diabetes-related helpful family involvement

Related research

Read related research summaries.

Scalable diabetes education improves care coordinationIntegrated intervention improves diabetes and oral health outcomesMindfulness intervention reduces diabetes distress in veterans.Video education improves dietary compliance for diabetesDigital Diabetes Program Improves Glycemic Control in Adults

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