Open Access
Open access
volume 18 issue 1 pages 100536

Objective measurements of digital habits in a university population and their relationship with refraction and axial length

Félix Tomás Varona-Gómez 1
Rosa María Salmerón Campillo 2, 3
Vicente Fernández-Sánchez 1, 2
Mateusz Jaskulski 2, 3, 4
Ginés Martínez-Ros 3
José Ángel Díaz-Guirado 3
Norberto López-Gil 1, 2
Publication typeJournal Article
Publication date2025-01-01
scimago Q1
wos Q3
SJR0.752
CiteScore4.8
Impact factor1.8
ISSN18884296, 19891342
Abstract
To evaluate the relationship between myopia and potential "myopiagenic" digital habits (excessive screen time, near face-device distance or low ambient light level). 82 university students (21 ± 3 years) underwent a comprehensive optometric examination, including subjective refraction and axial length (AL) measurements. Digital habits were objectively measured using a mobile application (app) capturing screen time, face-device distance, ambient light level and number of interruptions larger than 20″ per day (called "events"). The collection of 40 M data points showed mean values: 57 ± 40 min of daily screen time, 355 ± 67 mm of face-device distance, 305 ± 215 lux of ambient light level and 52 ± 32 events. No correlation was found between spherical equivalent refraction (SER) and digital habits. Particularly, SER was more negative for greater screen times, nearer face-device distances, lower light levels or more events. AL was inversely correlated with SER decrease. Correlation coefficients were very weak (R < 0.14) in all cases. The app quantified smartphone-based digital habits in a university population. The study revealed weak correlations between digital habits and myopia, indicating that longer-duration studies in a greater population are needed to obtain powerful correlation coefficients.
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Varona-Gómez F. T. et al. Objective measurements of digital habits in a university population and their relationship with refraction and axial length // Journal of Optometry. 2025. Vol. 18. No. 1. p. 100536.
GOST all authors (up to 50) Copy
Varona-Gómez F. T., Salmerón Campillo R. M., Fernández-Sánchez V., Jaskulski M., Martínez-Ros G., Díaz-Guirado J. Á., López-Gil N. Objective measurements of digital habits in a university population and their relationship with refraction and axial length // Journal of Optometry. 2025. Vol. 18. No. 1. p. 100536.
RIS |
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RIS Copy
TY - JOUR
DO - 10.1016/j.optom.2025.100536
UR - https://linkinghub.elsevier.com/retrieve/pii/S1888429625000020
TI - Objective measurements of digital habits in a university population and their relationship with refraction and axial length
T2 - Journal of Optometry
AU - Varona-Gómez, Félix Tomás
AU - Salmerón Campillo, Rosa María
AU - Fernández-Sánchez, Vicente
AU - Jaskulski, Mateusz
AU - Martínez-Ros, Ginés
AU - Díaz-Guirado, José Ángel
AU - López-Gil, Norberto
PY - 2025
DA - 2025/01/01
PB - Elsevier
SP - 100536
IS - 1
VL - 18
SN - 1888-4296
SN - 1989-1342
ER -
BibTex |
Cite this
BibTex (up to 50 authors) Copy
@article{2025_Varona-Gómez,
author = {Félix Tomás Varona-Gómez and Rosa María Salmerón Campillo and Vicente Fernández-Sánchez and Mateusz Jaskulski and Ginés Martínez-Ros and José Ángel Díaz-Guirado and Norberto López-Gil},
title = {Objective measurements of digital habits in a university population and their relationship with refraction and axial length},
journal = {Journal of Optometry},
year = {2025},
volume = {18},
publisher = {Elsevier},
month = {jan},
url = {https://linkinghub.elsevier.com/retrieve/pii/S1888429625000020},
number = {1},
pages = {100536},
doi = {10.1016/j.optom.2025.100536}
}
MLA
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Varona-Gómez, Félix Tomás, et al. “Objective measurements of digital habits in a university population and their relationship with refraction and axial length.” Journal of Optometry, vol. 18, no. 1, Jan. 2025, p. 100536. https://linkinghub.elsevier.com/retrieve/pii/S1888429625000020.