Research Summary
Analyzed using Evidence Intelligence™

Higher Daily Activity May Increase Nighttime Glucose in Pregnant Women

Last updated August 23, 2026

Key finding

Each 10-minute increase in MVPA was associated with 0.86 mg/dL higher mean glucose.

This study analyzed the impact of behavioral physical activity interventions on gestational diabetes outcomes, revealing unclear effectiveness.

Quick read

Study at a glance

The essential study design details in one scan.

EvidenceScore™

Moderate

Study type

RCTs

Follow-up

Short-Term (≤3 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 analyzed the impact of behavioral physical activity interventions on gestational diabetes outcomes, revealing unclear effectiveness.

Clinical relevance

Understanding how physical activity and monitoring affect blood sugar in gestational diabetes is crucial for developing effective management strategies. This study highlights the need for further investigation into the relationship between exercise and glucose control, which can inform clinical practices and improve maternal and fetal health outcomes.

Keep in mind

Effectiveness of interventions remains unclear due to insufficient evidence. Limited generalizability due to specific population characteristics. No associations found for other activity types may limit understanding.

Published in

Journal Reference

Publication details and source links for this paper.

Bethany RH, Jill MM, Scott EC, et al. Behavioral Physical Activity Intervention for Gestational Diabetes: A Secondary Analysis. Frontiers in Endocrinology. 2025;16:1694758. doi:10.3389/fendo.2025.1694758

Main Effects

Each 10-minute increase in MVPA was associated with a 0.86 mg/dL increase in mean glucose (p=0.05).

Each 10-minute increase in MVPA was associated with a 313 mg/dL*min increase in AUC (p=0.05).

No associations were observed for total activity, LPA, or SED.

Evidence network

How this study fits

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Evidence Context

This study contributes evidence to Continuous glucose monitoring, Moderate continuous exercise and Glucose area under the curve (AUC), Pre-meal mean glucose, Time in range.

Primary intervention

Continuous glucose monitoring

Primary outcomes

  • Glucose area under the curve (AUC)
  • Pre-meal mean glucose
  • Time in range

Evidence relationships

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

3
Evidence pairs
3
Relationships
5
Evidence topics
contributes_evidence

Editorial context

Why this study matters

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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

3

Evidence pairs

1084

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 3 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 CGM Time in Range

Related evidence

Evidence relationship

Insulin Delivery Systems and Postprandial and OGTT Glucose

Save evidence

Evidence relationship

Aerobic Exercise and CGM Time in Range

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Glucose area under the curve (AUC)

Continuous glucose monitoring → Glucose area under the curve (AUC)

Continuous glucose monitoring → Glucose area under the curve (AUC)

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

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

Time in range

Moderate continuous exercise → Time in range

Moderate continuous exercise → Time in range

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

Evidence Library

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evidence suggest

Evidence Suggest

  • Increased MVPA linked to 0.86 mg/dL higher mean glucose.
  • Increased MVPA linked to 313 mg/dL*min higher AUC.
  • No significant associations for total activity, LPA, or SED.
who this applies

Who this applies to

  • Pregnant women diagnosed with gestational diabetes.
  • Participants engaged in physical activity interventions.
keep in mind

Keep in Mind

  • Results may not apply to all populations with gestational diabetes.
  • Further research is needed to clarify the findings.
  • Study design limitations may affect the interpretation of results.
between the lines

Between the Lines

  • Effectiveness of interventions remains unclear due to insufficient evidence.
  • Limited generalizability due to specific population characteristics.
  • No associations found for other activity types may limit understanding.

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 CGM Time in Range, 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 improve CGM Time in Range?

Strong Evidence

Insulin Delivery Systems may improve CGM Time in Range.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Pre-meal mean glucose

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

Why this answer: This answer is based on 38 supporting studies with generally consistent results and a positive effect signal.

38 supporting studies

Does Insulin Delivery Systems improve postprandial and ogtt glucose?

Strong Evidence

Insulin Delivery Systems may improve postprandial and ogtt glucose.

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

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

    Glucose area under the curve (AUC)

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | moderate negative | ConsistencyScore™ Unclear | 1 study

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

5 supporting studies

Does Aerobic Exercise improve CGM Time in Range?

Strong Evidence

Aerobic Exercise may improve CGM Time in Range.

ConsistencyScore™: Results are generally consistent across studies.

Ranked evidence signals

  1. 1

    Time in range

    EvidenceScore™ Emerging | EvidenceScore™ 59.0 | neutral | ConsistencyScore™ Unclear | 1 study

Why this answer: This answer is based on 7 supporting studies with generally consistent results and a positive effect signal.

7 supporting studies
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