Research Summary
Analyzed using Evidence Intelligence™

Remote glucose monitoring may improve self-management in children with T1D

Last updated August 29, 2026

Key finding

Families in the intervention group were more likely than those in the control group to review their glucose data using mobile health apps after 1 month (P <.001).

This pilot study evaluated the feasibility of remote glucose monitoring in pediatric patients with newly diagnosed Type 1 diabetes. It found that families using remote monitoring were more likely to review glucose data after one month compared to usual care.

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 pilot study evaluated the feasibility of remote glucose monitoring in pediatric patients with newly diagnosed Type 1 diabetes. It found that families using remote monitoring were more likely to review glucose data after one month compared to usual care.

Clinical relevance

This study provides insights into the potential of remote glucose monitoring to enhance patient engagement in managing Type 1 diabetes. While initial benefits were observed, the lack of sustained differences raises questions about the long-term effectiveness of such interventions. Understanding these dynamics can help inform future strategies for diabetes management in pediatric populations.

Keep in mind

Limited sample size may affect generalizability. Short follow-up period may not capture long-term effects. No assessment of clinical outcomes like glycemic control.

Published in

Journal Reference

Publication details and source links for this paper.

Dina G, Kara M, Daniel D, et al. Feasibility of Remote Glucose Monitoring in Pediatric Patients with Newly Diagnosed Type 1 Diabetes: A Pilot Study. JMIR Diabetes. 2022;7(1):e33639. doi:10.2196/33639

Main Effects

Families in the intervention group were more likely to review glucose data after 1 month (P <.001).

By 6 months, the difference in data review between groups disappeared.

Perceived ease of contacting the clinical team was similar for both groups after 6 months (P =.48).

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Continuous glucose monitoring, Usual care and Improvement in glucose handling following GLP-1RA treatment, Perceived ease of contacting clinical team for assistance after 6 months, Self-review of glucose data after 6 months, and 1 more.

Primary intervention

Continuous glucose monitoring

Primary outcomes

  • Improvement in glucose handling following GLP-1RA treatment
  • Perceived ease of contacting clinical team for assistance after 6 months
  • Self-review of glucose data after 6 months

Evidence relationships

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

5
Evidence pairs
5
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: 51

1

Related topics

5

Evidence pairs

207

Related studies

Why it is useful

  • Contributes to 5 evidence relationships
  • Includes primary outcome data
  • Linked to 0 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

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Primary evidence

Evidence topic

Diabetes Technology

matched_intervention

Core evidence

Study findings

The primary outcomes reported in this study.

Improvement in glucose handling following GLP-1RA treatment

Continuous glucose monitoring → Improvement in glucose handling following GLP-1RA treatment

Continuous glucose monitoring → Improvement in glucose handling following GLP-1RA treatment

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
25
Negative
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Perceived ease of contacting clinical team for assistance after 6 months

Continuous glucose monitoring → Perceived ease of contacting clinical team for assistance after 6 months

Continuous glucose monitoring → Perceived ease of contacting clinical team for assistance after 6 months

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

Self-review of glucose data after 6 months

Continuous glucose monitoring → Self-review of glucose data after 6 months

Continuous glucose monitoring → Self-review of glucose data after 6 months

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

Improvement in glucose handling following GLP-1RA treatment

Usual care → Improvement in glucose handling following GLP-1RA treatment

Usual care → Improvement in glucose handling following GLP-1RA treatment

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
25
Negative
ConsistencyScore™
unclear
Not enough independent studies
Supporting studies: Based on 1 study
Add to Evidence Tracker

Usefulness of Motivational Interviewing and Health Action Process Approach in Training

Usual care → Usefulness of Motivational Interviewing and Health Action Process Approach in Training

Usual care → Usefulness of Motivational Interviewing and Health Action Process Approach in Training

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

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evidence suggest

Evidence Suggest

  • Families using remote monitoring reviewed glucose data more frequently after 1 month (P <.001).
  • All families in the control group reported daily data review at both time points.
  • No significant difference in ease of contacting the clinical team after 6 months (P =.48).
who this applies

Who this applies to

  • Pediatric patients newly diagnosed with Type 1 diabetes.
  • Families interested in using mobile health technology for diabetes management.
keep in mind

Keep in Mind

  • The study's findings are based on a pilot sample, which may limit applicability.
  • The initial engagement benefit of remote monitoring did not persist over time.
  • Further research is needed to explore long-term impacts and clinical outcomes.
between the lines

Between the Lines

  • Limited sample size may affect generalizability.
  • Short follow-up period may not capture long-term effects.
  • No assessment of clinical outcomes like glycemic control.

Evidence Library

Build your evidence library

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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 Insulin Delivery Systems and Perceived ease of contacting clinical team for assistance after 6 months, Insulin Delivery Systems and Improvement in glucose handling following GLP-1RA treatment.

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.

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Questions answered by this study

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

Does Usual care improve usefulness of motivational interviewing and health action process approach in training?

Emerging Evidence

Usual care appears to improve Usefulness of Motivational Interviewing and Health Action Process Approach in Training.

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

Ranked evidence signals

  1. 1

    Usefulness of Motivational Interviewing and Health Action Process Approach in Training

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | strong positive | ConsistencyScore™ 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: Aug 2026

Does Continuous glucose monitoring improve perceived ease of contacting clinical team for assistance after 6 months?

Emerging Evidence

Current evidence does not show a clear benefit of Continuous glucose monitoring for Perceived ease of contacting clinical team for assistance after 6 months.

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

Ranked evidence signals

  1. 1

    Perceived ease of contacting clinical team for assistance after 6 months

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ 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: Aug 2026

Does Continuous glucose monitoring improve self-review of glucose data after 6 months?

Emerging Evidence

Current evidence does not show a clear benefit of Continuous glucose monitoring for Self-review of glucose data after 6 months.

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

Ranked evidence signals

  1. 1

    Self-review of glucose data after 6 months

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ 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: Aug 2026

Does Continuous glucose monitoring improve improvement in glucose handling following glp-1ra treatment?

Emerging Evidence

Continuous glucose monitoring may worsen Improvement in glucose handling following GLP-1RA treatment or be associated with harm.

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

Ranked evidence signals

  1. 1

    Improvement in glucose handling following GLP-1RA treatment

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | moderate negative | ConsistencyScore™ 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: Aug 2026
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