Research Summary
Analyzed using Evidence Intelligence™

Mobile Health App Shows Noninferiority for Diabetes Management

Key finding

The uMARS analysis showed a high rating (≥4 out of 5) of acT1ve by 80% of participants for both functionality and information.

This study evaluated the noninferiority of the acT1ve mobile health app for managing exercise in young people with Type 1 diabetes, finding similar rates of hypoglycemia before and during app use.

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 T1 Diabetes

Intervention

acT1ve mobile health app

Study type

RCTs

Follow-up

Medium-Term (3–12 mo)

Primary outcome

Rate of level 1 hypoglycemia

Evidence

Moderate confidence

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 noninferiority of the acT1ve mobile health app for managing exercise in young people with Type 1 diabetes, finding similar rates of hypoglycemia before and during app use.

Clinical relevance

This study is significant as it suggests that mobile health apps like acT1ve can be safely integrated into the diabetes management routine of young individuals without increasing the risk of hypoglycemia. This could encourage more young people to engage in physical activity, which is crucial for their overall health and diabetes management.

Keep in mind

Single-arm study design limits comparison with a control group. Findings may not be generalizable to all young people with Type 1 diabetes. Effectiveness measures were unclear, limiting definitive conclusions.

Published in

Journal Reference

Publication details and source links for this paper.

Vinutha BS, Rachel L, Shaun T, et al. Noninferiority of a Mobile Health App for Exercise Management in Young People with Type 1 Diabetes: A Single-Arm Study. JMIR Diabetes. 2025;10:e68694. doi:10.2196/68694

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Main Effects

Rate of level 1 hypoglycemia was 0.79 events per day preapp and 0.83 during app use, indicating no change.

Incidence of level 2 hypoglycemia was similar at 0.25 events per day preapp and 0.24 during app use.

Time spent <3.9 mmol/L was 0.71% preapp and 1.65% during app use, showing no significant difference.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) and Overall perceived quality of the acT1ve app, Percentage of time spent above 10.0 mmol/L, Percentage of time spent with sensor glucose levels <3.9 mmol/L, and 1 more.

Primary intervention

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital)

Primary outcomes

  • Overall perceived quality of the acT1ve app
  • Percentage of time spent above 10.0 mmol/L
  • Percentage of time spent with sensor glucose levels <3.9 mmol/L

Evidence relationships

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

4
Evidence pairs
4
Relationships
1
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: 55

1

Related topics

4

Evidence pairs

67

Related studies

Why it is useful

  • Contributes to 4 evidence relationships
  • Includes primary outcome data
  • Linked to 0 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Core evidence

Study findings

The primary outcomes reported in this study.

StrongIncrease

Overall perceived quality of the acT1ve app

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Overall perceived quality of the acT1ve app

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Overall perceived quality of the acT1ve app

Evidence profile

StrongIncreasePatient-Reported
Unlock full evidence details
NoneNo Change

Percentage of time spent above 10.0 mmol/L

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Percentage of time spent above 10.0 mmol/L

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Percentage of time spent above 10.0 mmol/L

Evidence profile

NoneNo ChangeGlycemic Control
Unlock full evidence details
NoneNo Change

Percentage of time spent with sensor glucose levels <3.9 mmol/L

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Percentage of time spent with sensor glucose levels <3.9 mmol/L

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Percentage of time spent with sensor glucose levels <3.9 mmol/L

Evidence profile

NoneNo ChangeGlycemic Control
Unlock full evidence details
NoneNo Change

Severe hypoglycemia

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Severe hypoglycemia

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) → Severe hypoglycemia

Evidence profile

NoneNo ChangeSafety
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evidence suggest

Evidence Suggest

  • No significant change in level 1 hypoglycemia rates (0.79 vs 0.83 events/day).
  • Similar level 2 hypoglycemia rates (0.25 vs 0.24 events/day).
  • 80% of participants rated the acT1ve app highly for functionality.
who this applies

Who this applies to

  • Young individuals aged 12-25 with Type 1 diabetes.
  • Participants managing diabetes through lifestyle interventions.
keep in mind

Keep in Mind

  • The study's single-arm design may limit the robustness of the findings.
  • Results may not apply to older populations or those with Type 2 diabetes.
  • The lack of statistical significance in some outcomes suggests cautious interpretation.
between the lines

Between the Lines

  • Single-arm study design limits comparison with a control group.
  • Findings may not be generalizable to all young people with Type 1 diabetes.
  • Effectiveness measures were unclear, limiting definitive conclusions.

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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 GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) and Overall perceived quality of the acT1ve app.

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 GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) improve overall perceived quality of the act1ve app?

Emerging Evidence

GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) appears to improve Overall perceived quality of the acT1ve app.

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

Ranked evidence signals

  1. 1

    Overall perceived quality of the acT1ve app

    EvidenceScore™ Emerging | EvidenceScore™ 51.7 | strong positive | ConsensusScore™ Unclear | 1 study

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

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) affect severe hypoglycemia?

Limited Evidence

Current evidence does not show a clear benefit of GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) for Severe hypoglycemia.

ConsensusScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Severe hypoglycemia

    EvidenceScore™ Limited | EvidenceScore™ 34.2 | neutral | 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 GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) improve percentage of time spent above 10.0 mmol/l?

Limited Evidence

Current evidence does not show a clear benefit of GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) for Percentage of time spent above 10.0 mmol/L.

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

Ranked evidence signals

  1. 1

    Percentage of time spent above 10.0 mmol/L

    EvidenceScore™ Limited | EvidenceScore™ 34.2 | neutral | ConsensusScore™ Unclear | 1 study

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

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) improve percentage of time spent with sensor glucose levels <3.9 mmol/l?

Limited Evidence

Current evidence does not show a clear benefit of GDM-DH mobile app (Garbhakalin Diabetes athawa Madhumeha-Dhulikhel Hospital) for Percentage of time spent with sensor glucose levels <3.9 mmol/L.

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

Ranked evidence signals

  1. 1

    Percentage of time spent with sensor glucose levels <3.9 mmol/L

    EvidenceScore™ Limited | EvidenceScore™ 34.2 | neutral | ConsensusScore™ Unclear | 1 study

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

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026
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