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April 24, 2026PLOS Digital Health2 citationsOpen Access

Uptrend in esotropia incidence in the era of excessive smartphone use: A nationwide population-based cohort study in Japan, 2014–2019

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SWSaori WadaMMManabu MiyataMMMasahiro Miyake

Key Points

  • The study aims to assess changes in annual esotropia incidence rates in Japan from 2014 to 2019 in relation to smartphone usage.
  • Utilized the National Database of Health Insurance Claims and Specific Health Checkups in Japan.
  • Calculated annual incidence rates of esotropia and related surgeries from 2014 to 2019.
  • Analyzed the correlation between esotropia incidence and smartphone household penetration rates.
  • Annual esotropia incidence increased from 32.26 to 36.61 per 100,000 person-years from 2014 to 2019.
  • Esotropia-related strabismus surgeries rose from 3,061 to 3,743 during the same period.
  • A significant correlation was found between esotropia incidence and smartphone household penetration (P = 0.005, r = 0.943).

Abstract

Acute acquired comitant esotropia (AACE) has recently garnered attention, as numerous case-series studies have reported its occurrence following excessive smartphone use. However, no large-scale epidemiological evidence of an increase in esotropia has been provided. This study aimed to investigate the change in the annual incidence of esotropia in Japan between 2014 and 2019—a period marked by a rapid increase in smartphone users. This nationwide population-based cohort study used the National Database of Health Insurance Claims and Specific Health Checkups of Japan, which covers almost the entire Japanese population. We counted the number of newly diagnosed esotropia cases and esotropia-related strabismus surgeries for each year from 2014 to 2019. Annual incidence rates were calculated by dividing these numbers by the corresponding year’s population. We also investigated the correlation between the annual incidence rate and smartphone household penetration, based on data from the Japanese Ministry of Internal Affairs and Communications. The annual incidence of esotropia gradually increased from 32.26 (95% confidence interval CI, 31.95–32.57) to 36.61 (95% CI, 36.28–36.95) per 100,000 person-years between 2014 and 2019. The mean annual increase rate was 2.49 ± 1.62%. The number of esotropia-related strabismus surgeries also increased from 3,061 to 3,743 during the same period. The annual incidence of esotropia correlated significantly with smartphone household penetration ( P = 0.005, r = 0.943). In conclusion, this ecological study provides the first population-based evidence of a significant uptrend in the annual incidence of esotropia and related strabismus surgeries in Japan between 2014 and 2019. The rapid increase in digital device use warrants caution and may be associated with this increase, suggesting a need for clinical guidelines on screen time.

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Cite This Study

Wada et al. (2026) studied this question.

synapsesocial.com/papers/69eb0a94553a5433e34b495ahttps://doi.org/10.1371/journal.pdig.0001382
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