Research Summary
Analyzed using Evidence Intelligence™

Educational intervention improves glycemic control in type 2 diabetes patients

Last updated July 18, 2026

Key finding

The intervention group showed significant improvements in HbA1c levels.

This study evaluated a health literacy-adapted educational intervention for patients with Type 2 Diabetes Mellitus, finding significant improvements in various health metrics.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Extended (5–20+ y)

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 a health literacy-adapted educational intervention for patients with Type 2 Diabetes Mellitus, finding significant improvements in various health metrics.

Clinical relevance

This study highlights the importance of health literacy in diabetes management. By improving patients' understanding and self-efficacy, healthcare providers can enhance treatment outcomes, potentially leading to better long-term health and reduced complications associated with diabetes.

Keep in mind

The study may have limited generalizability due to specific population characteristics. Sample size and demographic diversity were not detailed, potentially affecting applicability. Long-term effects of the intervention were not assessed.

Published in

Journal Reference

Publication details and source links for this paper.

Alexander M, John RA, Panagiotis P, et al. Effectiveness of a Health Literacy-Adapted Educational Intervention for Patients with Type 2 Diabetes Mellitus. Cureus. 2025;17(3):e80239. doi:10.7759/cureus.80239

Main Effects

The intervention group showed a significant reduction in HbA1c levels by -1.5% (p=0.001).

Fasting plasma glucose levels decreased by -0.8 mmol/L in the intervention group (p=0.002).

Body weight was reduced by -2.5 kg in the intervention group (p=0.004).

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Remote multiprofessional educational program, Usual care and Body weight, Exercise self-efficacy, Fasting Plasma Glucose (FPG), and 3 more.

Primary intervention

Remote multiprofessional educational program

Primary outcomes

  • Body weight
  • Exercise self-efficacy
  • Fasting Plasma Glucose (FPG)

Evidence relationships

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

12
Evidence pairs
12
Relationships
4
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

4

Related topics

12

Evidence pairs

763

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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Primary evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Fasting Glucose

Related evidence

Evidence relationship

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

Save evidence

Evidence relationship

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

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Body weight

Remote multiprofessional educational program → Body weight

Remote multiprofessional educational program → Body weight

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

Exercise self-efficacy

Remote multiprofessional educational program → Exercise self-efficacy

Remote multiprofessional educational program → Exercise self-efficacy

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

Fasting Plasma Glucose (FPG)

Remote multiprofessional educational program → Fasting Plasma Glucose (FPG)

Remote multiprofessional educational program → Fasting Plasma Glucose (FPG)

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

HbA1c

Remote multiprofessional educational program → HbA1c

Remote multiprofessional educational program → HbA1c

Evidence Intelligence™
EvidenceScore™
83
Strong
ImpactScore™
80
Positive
ConsistencyScore™
100
consistent
Supporting studies: Based on 5 studies
Add to Evidence Tracker

Health Literacy Improvement

Remote multiprofessional educational program → Health Literacy Improvement

Remote multiprofessional educational program → Health Literacy Improvement

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

Postprandial blood glucose

Remote multiprofessional educational program → Postprandial blood glucose

Remote multiprofessional educational program → Postprandial blood glucose

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

Body weight

Usual care → Body weight

Usual care → Body weight

Evidence Intelligence™
EvidenceScore™
Strong
Score 79 · Based on 3 studies
ImpactScore™
50
Neutral
ConsistencyScore™
100
consistent
Supporting studies: Based on 3 studies
Add to Evidence Tracker

Exercise self-efficacy

Usual care → Exercise self-efficacy

Usual care → Exercise self-efficacy

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Fasting Plasma Glucose (FPG)

Usual care → Fasting Plasma Glucose (FPG)

Usual care → Fasting Plasma Glucose (FPG)

Evidence Intelligence™
EvidenceScore™
Strong
Score 79 · Based on 4 studies
ImpactScore™
50
Neutral
ConsistencyScore™
100
consistent
Supporting studies: Based on 4 studies
Add to Evidence Tracker

HbA1c

Usual care → HbA1c

Usual care → HbA1c

Evidence Intelligence™
EvidenceScore™
86
Strong
ImpactScore™
56
Slightly Positive
ConsistencyScore™
89
consistent
Supporting studies: Based on 9 studies
Add to Evidence Tracker

Health Literacy Improvement

Usual care → Health Literacy Improvement

Usual care → Health Literacy Improvement

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Postprandial blood glucose

Usual care → Postprandial blood glucose

Usual care → Postprandial blood glucose

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
50
Neutral
ConsistencyScore™
100
consistent
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Evidence Library

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evidence suggest

Evidence Suggest

  • The intervention improved HbA1c by -1.5%, indicating better blood sugar control.
  • Participants experienced a significant weight loss of -2.5 kg.
  • Health literacy scores increased by 15 points, enhancing self-management capabilities.
who this applies

Who this applies to

  • Adults diagnosed with Type 2 Diabetes Mellitus.
  • Patients seeking to improve their diabetes management through education.
keep in mind

Keep in Mind

  • Results may not apply to populations outside the study's demographic.
  • The intervention's effectiveness over a longer period remains uncertain.
  • Further research is needed to explore the impact on diverse populations.
between the lines

Between the Lines

  • The study may have limited generalizability due to specific population characteristics.
  • Sample size and demographic diversity were not detailed, potentially affecting applicability.
  • Long-term effects of the intervention were 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 Usual care and HbA1c, Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c.

Related evidence relationships

Explore in Evidence Explorer

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

Questions answered by this study

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

Does Diabetes Self-Management Education and Support (DSMES) Programs improve fasting glucose?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve Fasting Glucose.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Fasting Plasma Glucose (FPG)

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 11 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
11 supporting studiesUpdated: Jul 2026

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

Strong Evidence

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

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Strong | EvidenceScore™ 83.4 | moderate positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on 33 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
33 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve diabetes management self-efficacy?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs appears to improve Diabetes Management Self-Efficacy.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Exercise self-efficacy

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 11 supporting studies with consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
11 supporting studiesUpdated: Jul 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve postprandial and ogtt glucose?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs appears to improve Postprandial and OGTT Glucose.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Postprandial blood glucose

    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.
5 supporting studiesUpdated: Jul 2026
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