Research Summary
Analyzed using Evidence Intelligence™

Digital Exercise Program is Non-inferior to Clinic-Based Exercise for T2 Diabetes

Key finding

HbA1c decreased by 1.56 ± 0.17% in the digital outdoor exercise group.

This study compared a digital outdoor exercise program to a standard clinic-based exercise program in obese adults with type 2 diabetes, finding both approaches effective in improving health outcomes.

Evidence strength

Moderate confidence

Study type

RCTs

Follow-up

Medium-Term (3–12 mo)

Some Concerns bias
Last updated July 8, 2026

Quick read

Study at a glance

The essential study design details in one scan.

Population

Young Adult (19–39), Middle Aged (40-64), Male, Female, Asia-Pacific (APAC), with T2 Diabetes

Intervention

Digital outdoor exercise program, Clinic-based exercise program

Study type

RCTs

Follow-up

Medium-Term (3–12 mo)

Primary outcome

glycated hemoglobin (HbA1c)

Comparator

Clinic-Based Exercise Program (CBE)

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 a digital outdoor exercise program to a standard clinic-based exercise program in obese adults with type 2 diabetes, finding both approaches effective in improving health outcomes.

Clinical relevance

These findings are significant for clinicians and patients as they suggest that digital exercise programs can be a viable alternative to traditional clinic-based programs, potentially increasing accessibility and adherence to exercise among obese adults with type 2 diabetes.

Keep in mind

The study did not include a long-term follow-up to assess sustained effects. Sample size and diversity may limit generalizability of findings. Effectiveness measures were not clearly defined for all outcomes.

Published in

Journal Reference

Publication details and source links for this paper.

Jian C, Qiang L, Lihua H, Haoyan Y. Non-inferiority of a Digital Outdoor Exercise Program Compared to a Standard Clinic-Based Exercise Program in Obese Adults with Type 2 Diabetes. Frontiers in Endocrinology. 2025;16:1654129. doi:10.3389/fendo.2025.1654129

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Main Effects

HbA1c decreased by 1.56% in the digital outdoor exercise group.

BMI decreased significantly in both the digital outdoor and clinic-based exercise groups.

Physical fitness improved significantly in both groups.

Quality of life improved significantly in both groups.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Exercise therapy and BMI, Change in physical fitness after 12 weeks, HbA1c, and 1 more.

Primary intervention

Exercise therapy

Primary outcomes

  • BMI
  • Change in physical fitness after 12 weeks
  • HbA1c

Evidence relationships

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

4
Evidence pairs
4
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

4

Evidence pairs

382

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 4 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

Core evidence

Study findings

The primary outcomes reported in this study.

StrongDecrease

BMI

Exercise therapy → BMI

Exercise therapy → BMI

Evidence profile

StrongDecreaseWeight & Anthropometrics
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StrongIncrease

Change in physical fitness after 12 weeks

Exercise therapy → Change in physical fitness after 12 weeks

Exercise therapy → Change in physical fitness after 12 weeks

Evidence profile

StrongIncreaseClinical Outcomes
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StrongDecrease

HbA1c

Exercise therapy → HbA1c

Exercise therapy → HbA1c

Evidence profile

StrongDecreaseGlycemic Control
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StrongIncrease

Quality of life

Exercise therapy → Quality of life

Exercise therapy → Quality of life

Evidence profile

StrongIncreasePatient-Reported
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evidence suggest

Evidence Suggest

  • Digital outdoor exercise led to a 1.56% decrease in HbA1c.
  • Both exercise programs significantly reduced BMI.
  • Quality of life improved in both intervention groups.
who this applies

Who this applies to

  • Obese adults aged 18-65 with type 2 diabetes.
  • Individuals seeking alternative exercise modalities.
keep in mind

Keep in Mind

  • Results may not apply to non-obese individuals or those with other health conditions.
  • The study's short duration limits understanding of long-term benefits.
  • Further research is needed to explore the effectiveness of digital programs in diverse populations.
between the lines

Between the Lines

  • The study did not include a long-term follow-up to assess sustained effects.
  • Sample size and diversity may limit generalizability of findings.
  • Effectiveness measures were not clearly defined for all outcomes.

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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 Exercise therapy and Body Mass Index, Exercise therapy and Change in physical fitness after 12 weeks.

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 Exercise therapy affect bmi?

Emerging Evidence

Exercise therapy appears to improve BMI.

ConsensusScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    BMI

    EvidenceScore™ Emerging | EvidenceScore™ 53.0 | strong positive | ConsensusScore™ Consistent | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Exercise therapy improve change in physical fitness after 12 weeks?

Emerging Evidence

Exercise therapy appears to improve Change in physical fitness after 12 weeks.

ConsensusScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Change in physical fitness after 12 weeks

    EvidenceScore™ Emerging | EvidenceScore™ 53.0 | strong positive | ConsensusScore™ Consistent | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Exercise therapy improve quality of life?

Emerging Evidence

Exercise therapy appears to improve Quality of life.

ConsensusScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Quality of life

    EvidenceScore™ Emerging | EvidenceScore™ 53.0 | strong positive | ConsensusScore™ Consistent | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Exercise therapy improve HbA1c?

Emerging Evidence

Exercise therapy may improve HbA1c.

ConsensusScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Emerging | EvidenceScore™ 48.2 | moderate positive | ConsensusScore™ Consistent | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026
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