Research Summary
Analyzed using Evidence Intelligence™

Real-Time CGM Improves Glycemic Control in Type 2 Diabetes

Last updated September 9, 2026

Key finding

Baseline-adjusted mean time in range was 15% higher with rtCGM use versus SMBG use.

This study evaluated the effectiveness of real-time continuous glucose monitoring (rtCGM) compared to self-monitoring of blood glucose (SMBG) in adults with insulin-requiring type 2 diabetes, finding significant improvements in glucose control with rtCGM.

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 the effectiveness of real-time continuous glucose monitoring (rtCGM) compared to self-monitoring of blood glucose (SMBG) in adults with insulin-requiring type 2 diabetes, finding significant improvements in glucose control with rtCGM.

Clinical relevance

These findings are clinically significant as they suggest that real-time continuous glucose monitoring can enhance glucose control in adults with insulin-requiring type 2 diabetes, potentially leading to better health outcomes and reduced risk of diabetes-related complications. Improved monitoring may empower patients to manage their condition more effectively.

Keep in mind

The study did not find significant differences in HbA1c levels between the two groups. The effectiveness of rtCGM may vary among different populations. Long-term impacts of rtCGM use were not assessed.

Published in

Journal Reference

Publication details and source links for this paper.

Claire SL, Jonathan AW, Alisa B, et al. Use of Real-Time Continuous Glucose Monitoring in Adults with Insulin-Requiring Type 2 Diabetes: A Randomized Controlled Trial. Diabetic Medicine. 2025;42(5):e70025. doi:10.1111/dme.70025

Main Effects

Time in target range increased by 15% with rtCGM compared to SMBG (p = 0.001).

Mean glucose decreased by 1.4 mmol/L with rtCGM (p = 0.001).

Percentage of time >10.0 mmol/L decreased by 14% with rtCGM (p = 0.001).

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 and Extended hyperglycaemic event rate/week >13.9 mmol/L, Glucose management indicator (GMI), Glucose variability, and 7 more.

Primary intervention

Continuous glucose monitoring

Primary outcomes

  • Extended hyperglycaemic event rate/week >13.9 mmol/L
  • Glucose management indicator (GMI)
  • Glucose variability

Evidence relationships

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

10
Evidence pairs
10
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

10

Evidence pairs

1408

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 10 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

Insulin Delivery Systems and HbA1c

Related evidence

Evidence relationship

Insulin Delivery Systems and CGM Time in Range

Save evidence

Evidence relationship

Insulin Delivery Systems and Glucose Variability

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Extended hyperglycaemic event rate/week >13.9 mmol/L

Continuous glucose monitoring → Extended hyperglycaemic event rate/week >13.9 mmol/L

Continuous glucose monitoring → Extended hyperglycaemic event rate/week >13.9 mmol/L

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

Glucose management indicator (GMI)

Continuous glucose monitoring → Glucose management indicator (GMI)

Continuous glucose monitoring → Glucose management indicator (GMI)

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

Glucose variability

Continuous glucose monitoring → Glucose variability

Continuous glucose monitoring → Glucose variability

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

Continuous glucose monitoring → HbA1c

Continuous glucose monitoring → HbA1c

Evidence Intelligence™
EvidenceScore™
85
Strong
ImpactScore™
83
Positive
ConsistencyScore™
83
consistent
Supporting studies: Based on 12 studies
Add to Evidence Tracker

Percentage of time <3.0 mmol/L

Continuous glucose monitoring → Percentage of time <3.0 mmol/L

Continuous glucose monitoring → Percentage of time <3.0 mmol/L

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

Percentage of time >13.9 mmol/L

Continuous glucose monitoring → Percentage of time >13.9 mmol/L

Continuous glucose monitoring → Percentage of time >13.9 mmol/L

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

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

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

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

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
63
Slightly Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Pre-meal mean glucose

Continuous glucose monitoring → Pre-meal mean glucose

Continuous glucose monitoring → Pre-meal mean glucose

Evidence Intelligence™
EvidenceScore™
79
Strong
ImpactScore™
69
Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 4 studies
Add to Evidence Tracker

Standard deviation of glucose

Continuous glucose monitoring → Standard deviation of glucose

Continuous glucose monitoring → Standard deviation of glucose

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

Time in range

Continuous glucose monitoring → Time in range

Continuous glucose monitoring → Time in range

Evidence Intelligence™
EvidenceScore™
85
Strong
ImpactScore™
77
Positive
ConsistencyScore™
62
generally_consistent
Supporting studies: Based on 13 studies
Add to Evidence Tracker

Evidence Library

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evidence suggest

Evidence Suggest

  • rtCGM use led to a 15% increase in time in target glucose range.
  • Mean glucose levels decreased by 1.4 mmol/L with rtCGM.
  • Percentage of time above 10.0 mmol/L decreased by 14%.
who this applies

Who this applies to

  • Adults with insulin-requiring type 2 diabetes.
  • Individuals seeking improved glucose management strategies.
keep in mind

Keep in Mind

  • Results may not be generalizable to populations outside the study sample.
  • The study did not evaluate the long-term effects of rtCGM.
  • Differences in individual responses to glucose monitoring methods may exist.
between the lines

Between the Lines

  • The study did not find significant differences in HbA1c levels between the two groups.
  • The effectiveness of rtCGM may vary among different populations.
  • Long-term impacts of rtCGM use were not assessed.

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 HbA1c, Insulin Delivery Systems and CGM Time in Range.

Related evidence relationships

Explore in Evidence Explorer

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 Insulin Delivery Systems lower HbA1c?

Strong Evidence

Insulin Delivery Systems appears to lower HbA1c.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Strong | EvidenceScore™ 85.5 | moderate positive | ConsistencyScore™ Consistent | 1 study

Why this answer: This answer is based on 20 supporting studies with consistent results and a positive effect signal.

20 supporting studies

Does Insulin Delivery Systems improve CGM Time in Range?

Strong Evidence

Insulin Delivery Systems may improve CGM Time in Range.

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

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

    Time in range

    EvidenceScore™ Strong | EvidenceScore™ 85.2 | moderate positive | ConsistencyScore™ Generally Consistent | 1 study

  2. 2

    Pre-meal mean glucose

    EvidenceScore™ Strong | EvidenceScore™ 78.8 | moderate positive | ConsistencyScore™ Mixed | 1 study

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

35 supporting studies

Does Insulin Delivery Systems improve glucose variability?

Strong Evidence

Insulin Delivery Systems may improve glucose variability.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Glucose variability

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

Why this answer: This answer is based on 8 supporting studies with generally consistent results and a positive effect signal.

8 supporting studies

Does Continuous glucose monitoring improve percentage of time spent with sensor glucose levels <3.9 mmol/l?

Moderate Evidence

Continuous glucose monitoring may improve percentage of time spent with sensor glucose levels <3.9 mmol/l.

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

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

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

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

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

Limitations

  • Only one supporting study is available.
1 supporting study
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