Research Summary
Analyzed using Evidence Intelligence™

Flash Glucose Monitoring Improves Glycaemic Control in Gestational Diabetes

Last updated September 4, 2026

Key finding

Mean postprandial glycaemia during the first month (mg/dl), mean (SD) 113.94 (8.13) 109.52 (6.36) p = 0.011

This study evaluated the efficacy of flash glucose monitoring versus self-monitoring of blood glucose in managing gestational diabetes mellitus, finding significant differences in postprandial glycaemia and fetal macrosomia incidence.

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 study evaluated the efficacy of flash glucose monitoring versus self-monitoring of blood glucose in managing gestational diabetes mellitus, finding significant differences in postprandial glycaemia and fetal macrosomia incidence.

Clinical relevance

These findings are clinically significant as they suggest that flash glucose monitoring may provide better management of gestational diabetes, potentially leading to improved maternal and fetal outcomes. By reducing postprandial glycaemia and the risk of fetal macrosomia, FGM could enhance the quality of care for pregnant women with diabetes, ultimately benefiting both mothers and their infants.

Keep in mind

The study did not find significant differences in fasting glycaemia or HbA1c levels. There was no significant difference in qualification for insulin therapy between the groups. The sample size and generalizability of the findings may be limited.

Published in

Journal Reference

Publication details and source links for this paper.

Agata M, Paweł JS, Jacek T, et al. Efficacy of Flash Glucose Monitoring in Gestational Diabetes Mellitus: A Randomized Controlled Trial. Acta Diabetologica. 2023;60(9):1171-1177. doi:10.1007/s00592-023-02091-2

Main Effects

The study group significantly reduced postprandial glycaemia by -4.42 mg/dl (p = 0.034).

Delta mean fasting glycaemia was significantly reduced by -0.69 mg/dl in the study group (p = 0.027).

Incidence of fetal macrosomia was significantly higher in the SMBG group compared to the FGM group (OR 5.63).

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Freestyle Libre 1 FGM use, Self-monitoring of blood glucose and Delta mean fasting glycaemia, Glycemic control comparison to commercial AID systems, HbA1c, and 3 more.

Primary intervention

Freestyle Libre 1 FGM use

Primary outcomes

  • Delta mean fasting glycaemia
  • Glycemic control comparison to commercial AID systems
  • HbA1c

Evidence relationships

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

6
Evidence pairs
6
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: 59

1

Related topics

6

Evidence pairs

603

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 6 evidence relationships
  • Includes primary outcome data
  • Linked to 1 direct semantic evidence topic

Topic contributions

Evidence topic

Contributes evidence

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Primary evidence

Evidence topic

HbA1c Reduction

matched_outcome

Core evidence

Study findings

The primary outcomes reported in this study.

Delta mean fasting glycaemia

Freestyle Libre 1 FGM use → Delta mean fasting glycaemia

Freestyle Libre 1 FGM use → Delta mean fasting glycaemia

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

Glycemic control comparison to commercial AID systems

Freestyle Libre 1 FGM use → Glycemic control comparison to commercial AID systems

Freestyle Libre 1 FGM use → Glycemic control comparison to commercial AID systems

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

Freestyle Libre 1 FGM use → HbA1c

Freestyle Libre 1 FGM use → HbA1c

Evidence Intelligence™
EvidenceScore™
Strong
Score 79 · Based on 3 studies
ImpactScore™
67
Slightly Positive
ConsistencyScore™
100
consistent
Supporting studies: Based on 3 studies
Add to Evidence Tracker

Mean fasting glycaemia

Freestyle Libre 1 FGM use → Mean fasting glycaemia

Freestyle Libre 1 FGM use → Mean fasting glycaemia

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

Qualification to insulin therapy

Freestyle Libre 1 FGM use → Qualification to insulin therapy

Freestyle Libre 1 FGM use → Qualification to insulin therapy

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

Incidence of macrosomia

Self-monitoring of blood glucose → Incidence of macrosomia

Self-monitoring of blood glucose → Incidence of macrosomia

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

Evidence Library

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evidence suggest

Evidence Suggest

  • Flash glucose monitoring reduced postprandial glycaemia by -4.42 mg/dl.
  • Delta mean fasting glycaemia decreased by -0.69 mg/dl in the FGM group.
  • Fetal macrosomia incidence was significantly higher in the SMBG group (OR 5.63).
who this applies

Who this applies to

  • Pregnant women diagnosed with gestational diabetes mellitus.
  • Participants requiring blood glucose monitoring during pregnancy.
keep in mind

Keep in Mind

  • Results may not be generalizable to all populations with gestational diabetes.
  • The study did not assess long-term outcomes beyond pregnancy.
  • Further research is needed to confirm findings in larger, diverse populations.
between the lines

Between the Lines

  • The study did not find significant differences in fasting glycaemia or HbA1c levels.
  • There was no significant difference in qualification for insulin therapy between the groups.
  • The sample size and generalizability of the findings may be limited.

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 Self-monitoring of blood glucose and HbA1c, Freestyle Libre 1 FGM use and HbA1c.

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 Freestyle Libre 1 FGM use lower HbA1c?

Strong Evidence

Freestyle Libre 1 FGM use may lower HbA1c.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    HbA1c

    EvidenceScore™ Strong | EvidenceScore™ 79.0 | weak positive | ConsistencyScore™ Consistent | 1 study

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

Limitations

  • Only one supporting study is available.
1 supporting study

Does Freestyle Libre 1 FGM use improve delta mean fasting glycaemia?

Emerging Evidence

Freestyle Libre 1 FGM use appears to improve delta mean fasting glycaemia.

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

Ranked evidence signals

  1. 1

    Delta mean fasting glycaemia

    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.
1 supporting study

Does Freestyle Libre 1 FGM use improve glycemic control comparison to commercial aid systems?

Emerging Evidence

Freestyle Libre 1 FGM use appears to improve glycemic control comparison to commercial aid systems.

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

Ranked evidence signals

  1. 1

    Glycemic control comparison to commercial AID systems

    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.
1 supporting study

Does Freestyle Libre 1 FGM use improve mean fasting glycaemia?

Emerging Evidence

Current evidence does not show a clear benefit of Freestyle Libre 1 FGM use for mean fasting glycaemia.

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

Ranked evidence signals

  1. 1

    Mean fasting glycaemia

    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.
1 supporting study
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