Exercise is the dominant factor affecting the development of teenagers' eyesight—Based on the Bayesian model averaging
Bibliographic Data
| ID | 22067031 |
|---|---|
| Authors | Zhonghui Liu (0000-0002-2168-8305, Tianjin Centers for Disease Control and Prevention), Zhong-hui Liu, Mengfei Zhao (0000-0001-5971-1999, Tianjin Medical University), Meng-fei Zhao, Shuai Ma (0000-0002-2904-6796, Tianjin Medical University), Yin Li (0000-0003-0838-5374, Tianjin Medical University), Zhi-ying Sun, Sun Zhi-ying (Tianjin Centers for Disease Control and Prevention), Lei Gao (0000-0002-8961-1734, Tianjin Medical University, corresponding author) |
| Year | 2022 |
| Volume | 10 |
| Pages | 1014227-1014227 |
| Publication date | 2022-12-14 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Frontiers in Public Health (JOURNAL) |
| Journal identifiers | ISSN: 2296-2565 • E-ISSN: 2296-2565 |
| Publisher | Frontiers Media SA (PUBLISHER • CH) |
| DOI | 10.3389/fpubh.2022.1014227 |
| PMID | 36589959 |
| OpenAlex | W4312206748 |
| Language | EN |
| Citations received | 2 |
| References cited | 40 |
Objective: The model uncertainty may result in inconsistency about the environmental factors of myopia among students, and the Bayesian model average (BMA) is an effective way to eliminate it. We aimed to explore the influencing factors of myopia in primary and middle school students by BMA. Methods: The data came from the 2021 National Surveillance of Common Diseases and Health Influencing Factors of students. By stratified random cluster sampling, the physical and mental health status of students in Tianjin and the factors affecting their physical health, such as diet, exercise, mental stress, school bullying, sleep time, and internet use, were investigated. The sample consisted of 8,457 primary school students, 8,191 junior middle school students, and 5,901 senior middle school students. Besides the physical examination, we used computer optometry (non-ciliary paralysis) to screen myopia. And we used BMA to select the risk factors through the BMS package in R. Results: The exercise was the only factor that affected the eyesight of junior and senior middle schoolers by BMA, with the posterior probability of 0.9736 and 0.9762, but not for the primary students. And we failed to select variables that affected eyesight in grades 4-6 of primary school. Conclusion: The exercise was a strong influencing factor for the eyesight of students in Tianjin's junior and senior middle schools
Cluster sampling · Environmental health · Medical education · Mental health · Psychiatry · Stratified sampling · Glaucoma and retinal disorders · Medicine · Ophthalmology and Visual Impairment Studies · Psychology · Retinopathy of Prematurity Studies
| Unique citing works | 2 |
|---|---|
| Citations per year | 1 |
| Citation span | 2024 - 2024 (1) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 2 |