Research Summary
Analyzed using Evidence Intelligence™

Lifestyle interventions reduce gestational diabetes risk in high-risk pregnant women

Last updated September 9, 2026

Key finding

The risk of GDM was reduced by 46.9% (16.4% vs 30.9%, P = 0.007)

This study evaluated the impact of lifestyle interventions on pregnancy outcomes in women at high risk for gestational diabetes mellitus. It found significant reductions in the risks of gestational diabetes and pregnancy-induced hypertension.

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

Save research, organize studies, and quickly find important evidence again.

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 impact of lifestyle interventions on pregnancy outcomes in women at high risk for gestational diabetes mellitus. It found significant reductions in the risks of gestational diabetes and pregnancy-induced hypertension.

Clinical relevance

These findings highlight the importance of lifestyle modifications in managing pregnancy outcomes for women at high risk of gestational diabetes. By effectively reducing the incidence of GDM and pregnancy-induced hypertension, such interventions could lead to healthier pregnancies and improved maternal and fetal health.

Keep in mind

The study's sample size and demographic diversity may limit generalizability. Effectiveness of the intervention was not fully established for all outcomes. Potential confounding factors were not controlled for in the analysis.

Published in

Journal Reference

Publication details and source links for this paper.

Jiawei X, Xuan L, Ying F, et al. Effects of Lifestyle Interventions on Pregnancy Outcomes in Women at High Risk of Gestational Diabetes Mellitus. Frontiers in Immunology. 2023;14:1191184. doi:10.3389/fimmu.2023.1191184

Main Effects

The risk of gestational diabetes mellitus was reduced by 46.9% (16.4% vs 30.9%, P = 0.007).

The risk of pregnancy-induced hypertension was reduced by 74.2% (2.3% vs 8.9%, P = 0.034).

No significant differences were observed in macrosomia, cesarean sections, or preterm births.

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Lifestyle intervention for prediabetes and Emergency cesarean section rate, Gestational diabetes mellitus incidence, Incidence of macrosomia, and 2 more.

Primary intervention

Lifestyle intervention for prediabetes

Primary outcomes

  • Emergency cesarean section rate
  • Gestational diabetes mellitus incidence
  • Incidence of macrosomia

Evidence relationships

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

5
Evidence pairs
5
Relationships
2
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: 65

2

Related topics

5

Evidence pairs

155

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 5 evidence relationships
  • Includes primary outcome data
  • Linked to 2 direct semantic evidence topics

Topic contributions

Evidence topic

Contributes evidence

Evidence topic

Contributes evidence

Add related evidence to your Evidence Tracker

Save studies and evidence pages, organize your personal Evidence Tracker, and keep the research you care about in one place.

Primary evidence

Evidence topic

Gestational Diabetes

matched_intervention_and_outcome

Related evidence

Evidence topic

Diabetes Prevention

Save evidence

Core evidence

Study findings

The primary outcomes reported in this study.

Emergency cesarean section rate

Lifestyle intervention for prediabetes → Emergency cesarean section rate

Lifestyle intervention for prediabetes → Emergency cesarean section rate

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
75
Positive
ConsistencyScore™
35
mixed
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Gestational diabetes mellitus incidence

Lifestyle intervention for prediabetes → Gestational diabetes mellitus incidence

Lifestyle intervention for prediabetes → Gestational diabetes mellitus incidence

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
100
Very Positive
ConsistencyScore™
100
consistent
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Incidence of macrosomia

Lifestyle intervention for prediabetes → Incidence of macrosomia

Lifestyle intervention for prediabetes → Incidence of macrosomia

Evidence Intelligence™
EvidenceScore™
Moderate
Score 69 · Based on 2 studies
ImpactScore™
50
Neutral
ConsistencyScore™
100
consistent
Supporting studies: Based on 2 studies
Add to Evidence Tracker

Incidence of pregnancy-induced hypertension during pregnancy

Lifestyle intervention for prediabetes → Incidence of pregnancy-induced hypertension during pregnancy

Lifestyle intervention for prediabetes → Incidence of pregnancy-induced hypertension during pregnancy

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

Rate of preterm delivery (<37 weeks)

Lifestyle intervention for prediabetes → Rate of preterm delivery (<37 weeks)

Lifestyle intervention for prediabetes → Rate of preterm delivery (<37 weeks)

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

Build your evidence library

Save research, organize studies, and quickly find important evidence again.

evidence suggest

Evidence Suggest

  • Lifestyle interventions reduced gestational diabetes risk by 46.9%.
  • Pregnancy-induced hypertension risk decreased by 74.2%.
  • No significant changes were found in macrosomia, cesarean sections, or preterm births.
who this applies

Who this applies to

  • Women at high risk for gestational diabetes mellitus.
  • Pregnant women with prediabetes or other risk factors.
keep in mind

Keep in Mind

  • Results may not apply to all populations due to sample characteristics.
  • Long-term effects of lifestyle interventions were not assessed.
  • Further research is needed to confirm findings across diverse groups.
between the lines

Between the Lines

  • The study's sample size and demographic diversity may limit generalizability.
  • Effectiveness of the intervention was not fully established for all outcomes.
  • Potential confounding factors were not controlled for in the analysis.

Evidence Library

Build your evidence library

Save research, organize studies, and quickly find important evidence again.

Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Lifestyle intervention for prediabetes and Emergency cesarean section rate, Lifestyle intervention for prediabetes and Diabetes Incidence and Prevention.

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 Lifestyle intervention for prediabetes reduce gestational diabetes mellitus incidence?

Moderate Evidence

Lifestyle intervention for prediabetes appears to reduce gestational diabetes mellitus incidence.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Gestational diabetes mellitus incidence

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | strong 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 Lifestyle intervention for prediabetes improve emergency cesarean section rate?

Moderate Evidence

Lifestyle intervention for prediabetes may improve emergency cesarean section rate.

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

Evidence caveat: The available evidence reports mixed findings.

Ranked evidence signals

  1. 1

    Emergency cesarean section rate

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | moderate 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

Does Lifestyle intervention for prediabetes reduce incidence of macrosomia?

Moderate Evidence

Current evidence does not show a clear reduction in incidence of macrosomia with Lifestyle intervention for prediabetes.

ConsistencyScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Incidence of macrosomia

    EvidenceScore™ Moderate | EvidenceScore™ 69.0 | neutral | 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 Lifestyle intervention for prediabetes reduce incidence of pregnancy-induced hypertension during pregnancy?

Emerging Evidence

Lifestyle intervention for prediabetes appears to reduce incidence of pregnancy-induced hypertension during pregnancy.

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

Ranked evidence signals

  1. 1

    Incidence of pregnancy-induced hypertension during pregnancy

    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
Learn how Evidence Intelligence™ works

Next steps

Continue your research

Choose a next path through related evidence topics, Evidence Explorer views, and research summaries.

No ads. No tracking.

Focused on evidence, not advertising.

Secure & private

Your data is always protected.

Always up to date

New studies added every day.