Research Summary
Analyzed using Evidence Intelligence™

Text Messaging Improves Patient-Reported Outcomes in Diabetes Care

Last updated July 8, 2026

Key finding

Diabetes distress improved from baseline to 6 months (P = 0.001).

This study evaluated the impact of a text messaging intervention on patient-reported outcomes in individuals with Type 2 diabetes, finding significant improvements in various health-related measures.

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

Save research, organize studies, and quickly find important evidence again.

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 the impact of a text messaging intervention on patient-reported outcomes in individuals with Type 2 diabetes, finding significant improvements in various health-related measures.

Clinical relevance

These findings are important as they suggest that simple, low-cost interventions like text messaging can enhance the management of Type 2 diabetes. By improving patient-reported outcomes, healthcare providers can potentially increase patient engagement and adherence to treatment, leading to better overall health outcomes.

Keep in mind

The study's generalizability may be limited due to the specific population sampled. Effectiveness of the intervention was not clear for all outcomes. Potential confounding factors were not fully controlled for.

Published in

Journal Reference

Publication details and source links for this paper.

Allie ZY, Erin MS, Daisy N, et al. Impact of a Text Messaging Intervention on Patient-Reported Outcomes in Patients with Type 2 Diabetes: A Cluster Randomized Controlled Trial. JMIR Diabetes. 2024;9:e55473. doi:10.2196/55473

Main Effects

Diabetes distress improved significantly (P = 0.001, effect size: -1.5 score)

Social support increased significantly (P < 0.001, effect size: 2 score)

Diabetes knowledge improved significantly (P < 0.001, effect size: 1.8 score)

Diabetes self-care improved significantly (P < 0.001, effect size: 1.5 score)

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to SMS text messaging behavioral intervention for health promotion and Diabetes knowledge, Diabetes management self-efficacy, Diabetes self-management behaviors, and 6 more.

Primary intervention

SMS text messaging behavioral intervention for health promotion

Primary outcomes

  • Diabetes knowledge
  • Diabetes management self-efficacy
  • Diabetes self-management behaviors

Evidence relationships

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

9
Evidence pairs
9
Relationships
5
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: 68

5

Related topics

9

Evidence pairs

833

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 9 evidence relationships
  • Includes primary outcome data
  • Linked to 5 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Add related evidence to your Evidence Tracker

Save studies and evidence pages, organize your personal Evidence Tracker, and keep the research you care about in one place.

Primary evidence

Evidence relationship

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

Related evidence

Evidence relationship

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

Save evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Quality of Life Outcomes

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Diabetes knowledge

SMS text messaging behavioral intervention for health promotion → Diabetes knowledge

SMS text messaging behavioral intervention for health promotion → Diabetes knowledge

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

Diabetes management self-efficacy

SMS text messaging behavioral intervention for health promotion → Diabetes management self-efficacy

SMS text messaging behavioral intervention for health promotion → Diabetes management 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

Diabetes self-management behaviors

SMS text messaging behavioral intervention for health promotion → Diabetes self-management behaviors

SMS text messaging behavioral intervention for health promotion → Diabetes self-management behaviors

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

Diabetes social support

SMS text messaging behavioral intervention for health promotion → Diabetes social support

SMS text messaging behavioral intervention for health promotion → Diabetes social support

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

Dietary intake changes

SMS text messaging behavioral intervention for health promotion → Dietary intake changes

SMS text messaging behavioral intervention for health promotion → Dietary intake changes

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

SMS text messaging behavioral intervention for health promotion → HbA1c

SMS text messaging behavioral intervention for health promotion → HbA1c

Evidence Intelligence™
EvidenceScore™
82
Strong
ImpactScore™
70
Positive
ConsistencyScore™
75
consistent
Supporting studies: Based on 5 studies
Add to Evidence Tracker

Patient-reported foot care improvement at 6 months

SMS text messaging behavioral intervention for health promotion → Patient-reported foot care improvement at 6 months

SMS text messaging behavioral intervention for health promotion → Patient-reported foot care improvement at 6 months

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

Quality of life

SMS text messaging behavioral intervention for health promotion → Quality of life

SMS text messaging behavioral intervention for health promotion → Quality of life

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

Stress

SMS text messaging behavioral intervention for health promotion → Stress

SMS text messaging behavioral intervention for health promotion → Stress

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

Build your evidence library

Save research, organize studies, and quickly find important evidence again.

evidence suggest

Evidence Suggest

  • Diabetes distress decreased significantly with a p-value of 0.001.
  • Social support showed a significant increase with a p-value of <0.001.
  • No significant difference was found in glycated hemoglobin A1c (P = 0.81).
who this applies

Who this applies to

  • Adults diagnosed with Type 2 diabetes.
  • Individuals seeking to improve their diabetes management through behavioral interventions.
keep in mind

Keep in Mind

  • The findings may not apply to populations outside the study's demographic.
  • The intervention's effectiveness may vary based on individual patient characteristics.
  • Further research is needed to explore long-term effects and sustainability of improvements.
between the lines

Between the Lines

  • The study's generalizability may be limited due to the specific population sampled.
  • Effectiveness of the intervention was not clear for all outcomes.
  • Potential confounding factors were not fully controlled for.

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 Diabetes Self-Management Education and Support (DSMES) Programs and HbA1c, Diabetes Self-Management Education and Support (DSMES) Programs and Activities of Daily Living.

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.

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 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™ 81.9 | moderate positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on 36 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
36 supporting studiesUpdated: Aug 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

    Diabetes management self-efficacy

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

  2. 2

    Diabetes self-management behaviors

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

Why this answer: This answer is based on 16 supporting studies with consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
16 supporting studiesUpdated: Aug 2026

Does Diabetes Self-Management Education and Support (DSMES) Programs improve quality of life outcomes?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve Quality of Life Outcomes.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Quality of life

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

Why this answer: This answer is based on 12 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
12 supporting studiesUpdated: Aug 2026

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

Strong Evidence

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

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Stress

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

Why this answer: This answer is based on 10 supporting studies with generally consistent results and a positive effect signal.

Limitations

  • Population details are unavailable.
10 supporting studiesUpdated: Aug 2026
Learn how Evidence Intelligence™ works

Next steps

Continue your research

Choose a next path through related evidence topics, Evidence Explorer views, and research summaries.

No ads. No tracking.

Focused on evidence, not advertising.

Secure & private

Your data is always protected.

Always up to date

New studies added every day.