Research Summary
Analyzed using Evidence Intelligence™

mHealth program reduces diabetes risk in mothers with obesity

Last updated July 12, 2026

Key finding

Waist circumference decreased by 2.24 cm (95% CI -4.12 to -0.36; P = 0.02).

This study evaluated an mHealth-based diabetes prevention program for mothers with abdominal obesity, finding significant reductions in waist circumference and diabetes risk scores.

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 evaluated an mHealth-based diabetes prevention program for mothers with abdominal obesity, finding significant reductions in waist circumference and diabetes risk scores.

Clinical relevance

These findings are clinically significant as they suggest that mHealth interventions can be effective tools for reducing obesity-related health risks in mothers, potentially leading to better long-term health outcomes and lower diabetes incidence.

Keep in mind

No differences found in BMI, total diabetes risk score, daily active minutes, or fruit and vegetable intake. Results may not be generalizable beyond the study population. Limited follow-up duration to assess long-term effects.

Published in

Journal Reference

Publication details and source links for this paper.

Lorraine B, Yaltafit J, Fei T, et al. A Randomized Controlled Trial of an mHealth-Based Diabetes Prevention Program for Mothers with Abdominal Obesity. JMIR mHealth and uHealth. 2025;13:e47837. doi:10.2196/47837

Main Effects

Waist circumference decreased by 2.24 cm (P = 0.02)

Modifiable diabetes risk scores decreased by 2.5 (P = 0.02)

Daily steps increased by 1.67 (P = 0.04)

Exercise self-efficacy increased by 1.93 (P = 0.01)

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Peer-support lifestyle program and Daily step count, Exercise self-efficacy, Modifiable diabetes risk scores, and 3 more.

Primary intervention

Peer-support lifestyle program

Primary outcomes

  • Daily step count
  • Exercise self-efficacy
  • Modifiable diabetes risk scores

Evidence relationships

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

6
Evidence pairs
6
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: 72

5

Related topics

6

Evidence pairs

324

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 6 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

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Primary evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Physical Activity Levels

Related evidence

Evidence relationship

Diabetes Self-Management Education and Support (DSMES) Programs and Body Composition

Follow evidence

Evidence relationship

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

Follow evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Daily step count

Peer-support lifestyle program → Daily step count

Peer-support lifestyle program → Daily step count

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

Exercise self-efficacy

Peer-support lifestyle program → Exercise self-efficacy

Peer-support lifestyle program → Exercise self-efficacy

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

Modifiable diabetes risk scores

Peer-support lifestyle program → Modifiable diabetes risk scores

Peer-support lifestyle program → Modifiable diabetes risk scores

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

Physical activity level (MET-minutes per week)

Peer-support lifestyle program → Physical activity level (MET-minutes per week)

Peer-support lifestyle program → Physical activity level (MET-minutes per week)

Evidence Intelligence™
ImpactScore™
75
Positive
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Treatment satisfaction

Peer-support lifestyle program → Treatment satisfaction

Peer-support lifestyle program → Treatment satisfaction

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

Waist circumference

Peer-support lifestyle program → Waist circumference

Peer-support lifestyle program → Waist circumference

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

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Today's Activity

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Evidence Tracker

12 tracked topics

Saved Studies

48 studies

Research Notes

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Weekly Evidence Digest

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evidence suggest

Evidence Suggest

  • Waist circumference reduced by 2.24 cm, indicating a positive impact on obesity.
  • Modifiable diabetes risk scores decreased by 2.5, suggesting improved diabetes management.
  • Increased daily steps by 1.67, reflecting enhanced physical activity levels.
who this applies

Who this applies to

  • Mothers with abdominal obesity
  • Individuals at risk for type 2 diabetes
  • Participants in community health programs
keep in mind

Keep in Mind

  • The study focused on a specific demographic, limiting broader applicability.
  • Short-term results may not reflect long-term health outcomes.
  • Further research is needed to confirm findings across diverse populations.
between the lines

Between the Lines

  • No differences found in BMI, total diabetes risk score, daily active minutes, or fruit and vegetable intake.
  • Results may not be generalizable beyond the study population.
  • Limited follow-up duration to assess long-term effects.

Save this study

Keep this study in your Evidence Tracker so you can easily find it again whenever you need it.

Today's Activity

Your Evidence Workspace

Free account

Saved this study

Your free account becomes your personal diabetes evidence workspace.

Evidence Tracker

12 tracked topics

Saved Studies

48 studies

Research Notes

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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 Physical Activity Levels, Diabetes Self-Management Education and Support (DSMES) Programs and Body Composition.

Related evidence relationships

Explore in Evidence Archive

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 physical activity levels?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs may improve Physical Activity Levels.

ConsistencyScore™: Results are mixed and should be interpreted cautiously.

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

    Physical activity level (MET-minutes per week)

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate positive | ConsistencyScore™ Mixed | 1 study

Why this answer: This answer is cautious because the available studies report mixed findings.

Limitations

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

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

Strong Evidence

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

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Waist circumference

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on 6 supporting studies with consistent results and a positive effect signal.

Limitations

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

Does Diabetes Self-Management Education and Support (DSMES) Programs improve activities of daily living?

Strong Evidence

Diabetes Self-Management Education and Support (DSMES) Programs appears to improve Activities of Daily Living.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Daily step count

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

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

Limitations

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

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

Strong Evidence

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

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Treatment satisfaction

    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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