Evidence map›Paper›PMID 41211401›Full record

ArticleFrontiers in public health2025

Prevalence and age-related trends of refractive errors in Mexican outpatients: a cross-sectional study.

Abraham García-Gil, Beatriz Itzel Hernández-Jurado, Marco Antonio Luna-Ruiz-Esparza, Eduardo Espinoza-Angulo, Héctor Machado-Jiménez, Humberto Gómez-Campaña, Abraham Campos-Romero, Jonathan Alcántar-Fernández

Abstract read
In one paragraph

Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

8 authors.

Abraham García-GilInnovation and Research Department, Salud Digna, Culiacán, Mexico.
Beatriz Itzel Hernández-JuradoOptometry Department, Salud Digna, Culiacán, Mexico.
Marco Antonio Luna-Ruiz-EsparzaInnovation and Research Department, Salud Digna, Culiacán, Mexico.
Eduardo Espinoza-AnguloOptometry Department, Salud Digna, Culiacán, Mexico.
Héctor Machado-JiménezOptometry Department, Salud Digna, Culiacán, Mexico.
Humberto Gómez-CampañaMedical Direction, Salud Digna, Culiacán, Mexico.
Abraham Campos-RomeroInnovation and Research Department, Salud Digna, Culiacán, Mexico.
Jonathan Alcántar-FernándezInnovation and Research Department, Salud Digna, Culiacán, Mexico.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Refractive errors (RE) are the leading cause of visual impairment and blindness worldwide. With ongoing demographic shifts, including population growth, aging, and lifestyle changes, the global prevalence of RE is expected to rise. Robust epidemiological data are essential to mitigate their public health impact. However, in Mexico, comprehensive studies assessing the burden of RE across age groups and regions are scarce. Objective: This study aimed to characterize the epidemiological profile of RE in Mexico using a large outpatient sample, focusing on geographic distribution and variation by sex and age. Methods: We analyzed an electronic database of eye examinations from 3.8 million outpatients who attended Salud Digna clinics across Mexico in 2024. Prevalence estimates were calculated with 95% confidence intervals (CIs), and statistical comparisons were performed to assess differences by sex and age. Results: The overall prevalence of RE was 74.61% (95% CI, 74.57-74.65) with 2,841,067 outpatients affected. Myopia was the most common condition, affecting 1,469,377 outpatients (38.6, 95% CI, 38.54-38.64), followed by hyperopia (1,234,403 affected outpatients, 32.4, 95% CI, 32.37-32.47) and astigmatism (1,205,400 affected outpatients, 31.7, 95% CI, 31.61-31.71). Astigmatism was significantly more prevalent in males across all age groups ( Conclusion: This outpatient-based study provides critical insights into the epidemiology of RE in Mexico, revealing significant demographic and geographic disparities. The findings underscore the urgent need for targeted public health strategies to improve access to eye care services, particularly for underserved populations and high-risk age groups.

Indexed as

OutpatientsRefractive ErrorsAdolescentAdultAgedAged, 80 and overAge DistributionAge FactorsChildChild, PreschoolCross-Sectional StudiesFemaleHumansInfantMaleMexicoastigmatismhyperopiamyopiaprevalencerefractive errors

Identifiers

PMID41211401
PMCPMC12589056

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.