Selected article for: "activity screen and logistic regression"

Author: Liu, Ji; Li, Baihuiyu; Chen, Qiaoyi; Dang, Jingxia
Title: Student Health Implications of School Closures during the COVID-19 Pandemic: New Evidence on the Association of e-Learning, Outdoor Exercise, and Myopia
  • Cord-id: is7ajgtw
  • Document date: 2021_4_23
  • ID: is7ajgtw
    Snippet: The coronavirus disease 2019 (COVID-19) pandemic forced many education systems to consider alternative remote e-learning modalities, which have consequential behavioral and health implications for youth. In particular, increased e-learning engagement with digital screens and reduction in outdoor activities are two likely channels posing adverse risks for myopia development. This study investigated the association between e-learning screen use, outdoor activity, lighting condition, and myopia dev
    Document: The coronavirus disease 2019 (COVID-19) pandemic forced many education systems to consider alternative remote e-learning modalities, which have consequential behavioral and health implications for youth. In particular, increased e-learning engagement with digital screens and reduction in outdoor activities are two likely channels posing adverse risks for myopia development. This study investigated the association between e-learning screen use, outdoor activity, lighting condition, and myopia development among school-age children in China, during the first wave of the COVID-19 pandemic. Data were collected from 3405 school-age children attending primary, lower-secondary, and upper-secondary schools in China. Univariate parametric and nonparametric tests, and multivariate logistic regression analysis were used. Findings show that each diopter hour increase in daily e-learning screen use is significantly associated with progression of myopia symptoms (OR: 1.074, 95% CI: 1.058–1.089; p < 0.001), whereas engaging in outdoor exercise four to six times per week (OR: 0.745, 95% CI: 0.568–0.977; p = 0.034) and one to three times per week (OR: 0.829, 95% CI: 0.686–0.991; p = 0.048) is associated with a lower likelihood of myopia progression than none at all. In addition, we found that indoor lighting that is either “too dim” (OR: 1.686, 95% CI: 1.226–2.319; p = 0.001) or “too bright” (OR: 1.529, 95% CI: 1.007–2.366; p = 0.036) is significantly associated higher likelihood of myopic symptoms. Findings in this study uncover the less observable vision consequences of the COVID-19 pandemic on youths through digital online learning and highlight the importance of considering appropriate mitigation strategies to deal with this emerging public health challenge.

    Search related documents:
    Co phrase search for related documents
    • adolescent health and logistic regression analysis: 1, 2, 3, 4, 5
    • adolescent health and logistic regression model: 1
    • adolescent health and longitudinal study: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20
    • location grade and logistic regression: 1, 2
    • location grade and logistic regression analysis: 1
    • logistic regression analysis and longitudinal study: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • logistic regression analysis and low likelihood: 1
    • logistic regression analysis and low secondary: 1
    • logistic regression analysis and lower upper secondary: 1
    • logistic regression and longitudinal study: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25
    • logistic regression and low likelihood: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10
    • logistic regression and low secondary: 1, 2, 3
    • logistic regression and lower upper secondary: 1
    • logistic regression model and longitudinal study: 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11
    • logistic regression model and low likelihood: 1
    • longitudinal study and low likelihood: 1, 2, 3, 4
    • longitudinal study and low secondary: 1