Resumen de Investigación
Analyzed using Evidence Intelligence™

Structured Food Sequencing with mHealth Improves Glycemic Control in Gestational Diabetes

Última actualización 8 de julio de 2026

Key finding

1-hour postprandial blood glucose decreased by 8.41 mg/dL (p < 0.001).

This study evaluated the impact of a structured food sequencing approach combined with mHealth dietary monitoring on maternal glycemic control in women with gestational diabetes mellitus, showing significant improvements in several health outcomes.

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 a structured food sequencing approach combined with mHealth dietary monitoring on maternal glycemic control in women with gestational diabetes mellitus, showing significant improvements in several health outcomes.

Clinical relevance

Improving glycemic control in pregnant women with gestational diabetes is crucial for reducing risks to both mothers and infants. This study highlights a practical intervention that can lead to better health outcomes, including fewer complications during delivery and improved neonatal health, thereby potentially influencing clinical practices and guidelines for managing gestational diabetes.

Keep in mind

Exact values for some outcomes, such as hemoglobin and average birth weight, were not specified. The study's generalizability may be limited due to specific population characteristics. The effectiveness of the intervention was not fully established for all outcomes.

Published in

Referencia de la Revista

Publication details and source links for this paper.

Ria M, Shubhashree T, Kakithakara VL, et al. Combining a Structured Food Sequencing Approach with mHealth Dietary Monitoring Improves Maternal Glycemic Control and Pregnancy Outcomes in Women with Gestational Diabetes Mellitus. Frontiers in Nutrition. 2025;12:1562240. doi:10.3389/fnut.2025.1562240

Efectos Principales

1-hour postprandial blood glucose decreased by 8.41 mg/dL (p < 0.001).

2-hour postprandial blood glucose decreased by 7.56 mg/dL (p < 0.001).

LDL cholesterol decreased by 7.33 mg/dL (p < 0.001).

HDL cholesterol increased by 6.15 mg/dL (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 Structured food sequencing with mHealth monitoring and HDL cholesterol, Hemoglobin, LDL cholesterol, and 6 more.

Primary intervention

Structured food sequencing with mHealth monitoring

Primary outcomes

  • HDL cholesterol
  • Hemoglobin
  • LDL cholesterol

Evidence relationships

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

9
Evidence pairs
9
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: 63

1

Related topics

9

Evidence pairs

245

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 9 evidence relationships
  • Includes primary outcome data
  • Linked to 1 direct semantic evidence topic

Topic contributions

Evidence topic

Contributes evidence

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Evidencia principal

Tema de evidencia

Glycemic Control

matched_outcome

Core evidence

Study findings

The primary outcomes reported in this study.

HDL cholesterol

Structured food sequencing with mHealth monitoring → HDL cholesterol

Structured food sequencing with mHealth monitoring → HDL cholesterol

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

Hemoglobin

Structured food sequencing with mHealth monitoring → Hemoglobin

Structured food sequencing with mHealth monitoring → Hemoglobin

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

LDL cholesterol

Structured food sequencing with mHealth monitoring → LDL cholesterol

Structured food sequencing with mHealth monitoring → LDL cholesterol

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

Neonatal birth weight

Structured food sequencing with mHealth monitoring → Neonatal birth weight

Structured food sequencing with mHealth monitoring → 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

Neonatal complications

Structured food sequencing with mHealth monitoring → Neonatal complications

Structured food sequencing with mHealth monitoring → Neonatal complications

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

Normal deliveries

Structured food sequencing with mHealth monitoring → Normal deliveries

Structured food sequencing with mHealth monitoring → Normal deliveries

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

Number of NICU admissions

Structured food sequencing with mHealth monitoring → Number of NICU admissions

Structured food sequencing with mHealth monitoring → Number of NICU admissions

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

Postprandial blood glucose

Structured food sequencing with mHealth monitoring → Postprandial blood glucose

Structured food sequencing with mHealth monitoring → Postprandial blood glucose

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

Shoulder dystocia cases

Structured food sequencing with mHealth monitoring → Shoulder dystocia cases

Structured food sequencing with mHealth monitoring → Shoulder dystocia cases

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

Build your evidence library

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evidence suggest

La Evidencia Sugiere

  • Fewer cases of shoulder dystocia in the intervention group (2 vs. 5).
  • More normal deliveries in the intervention group (13 vs. 10).
  • Fewer NICU admissions in the intervention group (1 vs. 3).
who this applies

A quién se aplica

  • Women diagnosed with gestational diabetes mellitus.
  • Pregnant women seeking dietary management for glycemic control.
keep in mind

Tener en Cuenta

  • Results may not be applicable to all populations with gestational diabetes.
  • Long-term effects of the intervention were not assessed.
  • Further research is needed to confirm findings across diverse settings.
between the lines

Entre Líneas

  • Exact values for some outcomes, such as hemoglobin and average birth weight, were not specified.
  • The study's generalizability may be limited due to specific population characteristics.
  • The effectiveness of the intervention was not fully established for all outcomes.

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 Structured food sequencing with mHealth monitoring and Adipokine and Angiogenic Markers, Structured food sequencing with mHealth monitoring and Hemoglobin.

Relaciones de evidencia relacionadas

Explore in Evidence Explorer

This study contributes to the evidence on the following intervention-outcome relationships.

Incluido en estas colecciones de evidencia

Curated evidence collections and hubs this study is part of.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does Structured food sequencing with mHealth monitoring improve hdl cholesterol?

Emerging Evidence

Structured food sequencing with mHealth monitoring appears to improve HDL cholesterol.

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

Ranked evidence signals

  1. 1

    HDL cholesterol

    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: Jul 2026

Does Structured food sequencing with mHealth monitoring improve ldl cholesterol?

Emerging Evidence

Structured food sequencing with mHealth monitoring appears to improve LDL cholesterol.

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

Ranked evidence signals

  1. 1

    LDL cholesterol

    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: Jul 2026

Does Structured food sequencing with mHealth monitoring improve neonatal birth weight?

Emerging Evidence

Structured food sequencing with mHealth monitoring 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: Jul 2026

Does Structured food sequencing with mHealth monitoring improve neonatal complications?

Emerging Evidence

Structured food sequencing with mHealth monitoring appears to improve Neonatal complications.

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

Ranked evidence signals

  1. 1

    Neonatal complications

    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: Jul 2026
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