Evidence map›Paper›PMID 40022186›Full record

ArticleGlobal health research and policy2025

A strategic framework for managing gestational diabetes in Mexico.

Luis Alberto Martinez-Juarez, Héctor Gallardo-Rincón, Rodrigo Saucedo-Martínez, Ricardo Mújica-Rosales, Enrique Reyes-Muñoz, Diego-Abelardo Álvarez-Hernández, Roberto Tapia-Conyer

Abstract read
In one paragraph

Article in Global health research and policy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Luis Alberto Martinez-JuarezJohns Hopkins Center for Humanitarian Health, 615 N. Wolfe Street, Baltimore, MD, 21205, USA.
Héctor Gallardo-RincónHealth Sciences University Center, University of Guadalajara, Sierra Mojada 950, Independencia Oriente, 44340, Guadalajara, Jalisco, Mexico. gallardodr@yahoo.com.ORCID http://orcid.org/0000-0002-0811-4606
Rodrigo Saucedo-MartínezCarlos Slim Foundation, Lago Zurich 245, Presa Falcon Building (Floor 20), Miguel Hidalgo, 11529, Mexico City, Mexico.
Ricardo Mújica-RosalesCarlos Slim Foundation, Lago Zurich 245, Presa Falcon Building (Floor 20), Miguel Hidalgo, 11529, Mexico City, Mexico.
Enrique Reyes-MuñozNational Institute of Perinatology Isidro Espinosa de los Reyes, Montes Urales 800. Col. Lomas de Virreyes, 11000, Miguel Hidalgo, Mexico City, Mexico.
Diego-Abelardo Álvarez-HernándezCarlos Slim Foundation, Lago Zurich 245, Presa Falcon Building (Floor 20), Miguel Hidalgo, 11529, Mexico City, Mexico.
Roberto Tapia-ConyerNational Autonomous University of Mexico, 04510, Coyoacán, Mexico City, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Gestational Diabetes (GDM) is a prevalent health challenge in Mexico, affecting 10-14% of pregnancies but detected in only about 5.1% of cases, highlighting a critical gap in the healthcare system. This underdiagnosis poses severe health risks to mothers and children and reflects broader systemic healthcare failures. The disparity in detection rates points to insufficient screening protocols and uneven access to care, particularly affecting rural areas. Additionally, a lack of integrated digital health solutions exacerbates these issues, leading to inconsistent management and follow-up of diagnosed cases. The current reactive healthcare policies fail to prioritize early intervention and comprehensive patient education, crucial for effective GDM management. This paper calls for immediate and coordinated policy action to standardize GDM screening using updated protocols across all healthcare settings, bolster digital health infrastructure for better surveillance and management, and launch an extensive public health campaign focused on GDM awareness and education. These measures should be rigorously evaluated and adapted based on ongoing research and feedback to ensure they meet the needs of all segments of the population. Addressing these challenges head-on will improve health outcomes for mothers and children and reduce long-term healthcare costs associated with GDM complications.

Indexed as

Diabetes, GestationalFemaleHealth PolicyHumansMass ScreeningMexicoPregnancyDiabetes managementEarly detectionGestational diabetesHealthcare accessHealth equityHealth policy interventionsMexicoPolicy briefPrenatal carePublic health strategy

Identifiers

PMID40022186
PMCPMC11871795

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.