Resumen de Investigación
Analyzed using Evidence Intelligence™

Diet and Activity Counseling Reduces Birthweight in High-Risk Pregnancies

Última actualización 25 de agosto de 2026

Key finding

Neonatal birthweight was lower in the intervention than in the usual care group (absolute effect size −133 g, 95% CI −231 to −35, p = 0.008).

This study evaluated the impact of intensified counseling on diet and activity to prevent gestational diabetes. Results indicated no significant difference in GDM incidence but showed beneficial changes in dietary habits.

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 impact of intensified counseling on diet and activity to prevent gestational diabetes. Results indicated no significant difference in GDM incidence but showed beneficial changes in dietary habits.

Clinical relevance

These findings highlight the potential of dietary and lifestyle interventions during pregnancy to influence neonatal outcomes, even if they do not significantly reduce the incidence of gestational diabetes. Improved dietary habits can lead to healthier pregnancies and better outcomes for newborns, which is crucial for maternal and child health.

Keep in mind

The study did not find a significant reduction in gestational diabetes incidence. Results may not be generalizable beyond the study population. The sample size may limit the power to detect smaller effect sizes.

Published in

Referencia de la Revista

Publication details and source links for this paper.

Riitta L, Tarja IK, Minna A, et al. Counseling on Diet and Activity to Prevent Gestational Diabetes. PLoS Medicine. 2011;8(5):e1001036. doi:10.1371/journal.pmed.1001036

Efectos Principales

The incidence of gestational diabetes mellitus was 15.8% in the intervention group versus 12.4% in the usual care group (p = 0.36).

Neonatal birthweight was significantly lower in the intervention group by 133 grams (p = 0.008).

The proportion of large-for-gestational-age newborns was lower in the intervention group at 12.1% compared to 19.7% in usual care (p = 0.042).

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Exercise therapy and Daily intake of saturated fat in grams, Fiber intake, Gestational diabetes mellitus incidence, and 7 more.

Primary intervention

Exercise therapy

Primary outcomes

  • Daily intake of saturated fat in grams
  • Fiber intake
  • Gestational diabetes mellitus incidence

Evidence relationships

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

10
Evidence pairs
10
Relationships
4
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: 68

4

Related topics

10

Evidence pairs

507

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 10 evidence relationships
  • Includes primary outcome data
  • Linked to 4 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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Evidencia principal

Tema de evidencia

Diabetic Neuropathy

matched_intervention_and_outcome

Evidencia relacionada

Tema de evidencia

Prediabetes

Guardar evidencia

Core evidence

Study findings

The primary outcomes reported in this study.

Daily intake of saturated fat in grams

Exercise therapy → Daily intake of saturated fat in grams

Exercise therapy → Daily intake of saturated fat in grams

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Fiber intake

Exercise therapy → Fiber intake

Exercise therapy → Fiber intake

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Gestational diabetes mellitus incidence

Exercise therapy → Gestational diabetes mellitus incidence

Exercise therapy → Gestational diabetes mellitus incidence

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Gestational weight gain

Exercise therapy → Gestational weight gain

Exercise therapy → Gestational weight gain

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Need for insulin treatment during pregnancy

Exercise therapy → Need for insulin treatment during pregnancy

Exercise therapy → Need for insulin treatment during pregnancy

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Neonatal birth weight

Exercise therapy → Neonatal birth weight

Exercise therapy → Neonatal birth weight

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Physical activity level (MET-minutes per week)

Exercise therapy → Physical activity level (MET-minutes per week)

Exercise therapy → Physical activity level (MET-minutes per week)

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
50
Neutral
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Polyunsaturated fatty acid intake

Exercise therapy → Polyunsaturated fatty acid intake

Exercise therapy → Polyunsaturated fatty acid intake

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Proportion of large-for-gestational-age newborns

Exercise therapy → Proportion of large-for-gestational-age newborns

Exercise therapy → Proportion of large-for-gestational-age newborns

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Saccharose intake

Exercise therapy → Saccharose intake

Exercise therapy → Saccharose intake

Evidence Intelligence™
EvidenceScore™
Emerging
Score 59 · Based on 1 study
ImpactScore™
100
Very Positive
ConsistencyScore™
unclear
Not enough independent studies
Estudios de apoyo: Basado en 1 estudio
Add to Evidence Tracker

Evidence Library

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evidence suggest

La Evidencia Sugiere

  • No significant difference in GDM incidence (1.36 percentage, p = 0.36).
  • Lower neonatal birthweight by 133 grams in the intervention group (p = 0.008).
  • Reduced proportion of LGA newborns by 7.6 percentage points (p = 0.042).
who this applies

A quién se aplica

  • Pregnant women at risk for gestational diabetes.
  • Women seeking dietary and lifestyle interventions during pregnancy.
keep in mind

Tener en Cuenta

  • The study's findings on GDM incidence were not statistically significant.
  • Improvements in dietary intake may not translate to lower GDM rates.
  • The specific population studied may not reflect broader demographics.
between the lines

Entre Líneas

  • The study did not find a significant reduction in gestational diabetes incidence.
  • Results may not be generalizable beyond the study population.
  • The sample size may limit the power to detect smaller effect sizes.

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 Exercise therapy and Fiber intake, Exercise therapy and Diabetes Incidence and Prevention.

Relaciones de evidencia relacionadas

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 Exercise therapy improve daily intake of saturated fat in grams?

Emerging Evidence

Exercise therapy appears to improve Daily intake of saturated fat in grams.

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

Ranked evidence signals

  1. 1

    Daily intake of saturated fat in grams

    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 Exercise therapy improve fiber intake?

Emerging Evidence

Exercise therapy appears to improve Fiber intake.

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

Ranked evidence signals

  1. 1

    Fiber intake

    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 Exercise therapy improve neonatal birth weight?

Emerging Evidence

Exercise therapy appears to improve Neonatal birth weight.

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

Ranked evidence signals

  1. 1

    Neonatal birth weight

    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 Exercise therapy improve polyunsaturated fatty acid intake?

Emerging Evidence

Exercise therapy appears to improve Polyunsaturated fatty acid intake.

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

Ranked evidence signals

  1. 1

    Polyunsaturated fatty acid intake

    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
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