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Shi Z, Yang L, Xu T, Jia J, Yang S, Yang B, Yang W, Yang C, Peng Y, Gu H, Liu C, Wei S. Development of a risk score for myopia: A cohort study conducted among school-aged children in China. Indian J Ophthalmol 2024; 72:S265-S272. [PMID: 38271422 DOI: 10.4103/ijo.ijo_2077_23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2023] [Accepted: 12/04/2023] [Indexed: 01/27/2024] Open
Abstract
PURPOSE To evaluate the myopia risk in school-aged children one year after lifting a pandemic-related lockdown and develop a tool to identify high-risk groups. METHODS In total, 38,079 children without myopia from 38 schools were included. The outcomes were myopia incidence and progression in 1 year after the COVID-19 lockdown was lifted, both obtained by the spherical equivalent refraction (SER). We separated the population into an exploratory (75%) and a validation sample (25%) to construct the risk score model. RESULTS In total, 9811 (29.57%) students became myopic, and the overall myopia progression was 0.22 ± 0.62 D. Even less myopia progression was noted in the pre-myopia group at baseline (All: P = 0.045, Boy: P = 0.005). The risk score model included seven predictors: gender, grade, SER at baseline, residence, parental myopia, eye discomfort symptoms, and online courses. The model had a score range of 0-46 and an optimal cutoff of 34. The area under the receiver operating curve of the model was 0.726 (0.719-0.732) for the exploratory sample and 0.731 (0.720-0.742) for the validation sample. CONCLUSIONS The risk score can serve as a practical tool for classifying the risk of myopia in school-aged children.
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Affiliation(s)
- Ziwei Shi
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
| | - Lihua Yang
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Ting Xu
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Jing Jia
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Song Yang
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Bo Yang
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Wei Yang
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Changchun Yang
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Yan Peng
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Hong Gu
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Caiping Liu
- Wuhan Center for Adolescent Poor Vision Prevention and Control, Wuhan, Hubei, PR China
| | - Sheng Wei
- Department of Epidemiology and Biostatistics, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, Hubei, PR China
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Najafzadeh MJ, Zand A, Shafiei M, Sharifi M, Nasiri N, Sharifi A. Myopia Progression during the COVID-19 Era: A Systematic Review and Meta-analysis. Semin Ophthalmol 2023:1-10. [PMID: 36734046 DOI: 10.1080/08820538.2023.2168490] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND To evaluate myopia progression during the novel coronavirus disease 2019 (COVID-19) pandemic and its risk factors. METHODS We searched PubMed, Scopus, and Web of Science to find literature until August 2022 related to COVID-19 pandemic and myopia progression. Outcomes of myopia progression included axial length (AL) and spherical equivalent (SE). Factors of screen time and outdoor activity time were analyzed. RESULTS Thirty-three studies were included in this meta-analysis. Compared to the same period before the COVID-19 pandemic, myopia prevalence increased (OR = 1.11; 95% CI, 1.05-1.18). The outcomes of SE decreased -0.61 diopter (95% CI, -0.98 to -0.23), and AL increased 0.42 mm (95% CI, 0.13-0.7). Mean screen time was increased 6.25 hours/day (95% CI, 4.84-7.66), and outdoor activity time was decreased -1.52 hours/day (95% CI, -3.20 to -0.15). CONCLUSION Establishing care policies is necessary to restrict behavioral changes and their consequences during the pandemic.
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Affiliation(s)
| | - Amin Zand
- Department of Ophthalmology, Shafa Hospital, Kerman University of Medical Sciences, Kerman, Iran
| | - Mohadeseh Shafiei
- Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Meraj Sharifi
- Faculty of Medicine, Kerman University of Medical Sciences, Kerman, Iran
| | - Naser Nasiri
- HIV/STI Surveillance Research Center, and WHO Collaborating Center for HIV Surveillance, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman, Iran
| | - Ali Sharifi
- Department of Ophthalmology, Shafa Hospital, Kerman University of Medical Sciences, Kerman, Iran
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Saara K, Swetha S, Subhiksha R, Amirthaa M, Anuradha N. Steep increase in myopia among public school-going children in South India after COVID-19 home confinement. Indian J Ophthalmol 2022; 70:3040-3044. [PMID: 35918969 PMCID: PMC9672782 DOI: 10.4103/ijo.ijo_40_22] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Purpose: Novel coronavirus has brought huge changes in lifestyle, especially among children. Reports indicate that the prevalence of refractive errors among children has increased due to home confinement. Hence, this study was done to understand the current status of refractive errors among children from public schools in southern India. Methods: This cross-sectional study was conducted as part of school eye screening conducted between September and October 2021. Children between 14 and 17 years of age from public schools underwent a three-phased comprehensive eye examination. Children identified with refractive errors and an equal proportion of children without any refractive errors underwent a survey on outdoor activities. Prevalence estimates and 95% confidence interval were calculated. Chi-square tests and regression analysis were used to understand the association between refractive error and other variables. Results: From the data of 3,850 (90.69%) children, the prevalence of vision impairment, refractive errors, and myopia in at least one eye was found to be 12.83% (n = 494), 21.51% (n = 828), and 19.53% (n = 752), respectively. The average myopic spherical equivalent error was found to be -2.17 ± 1.11D (range:-0.50 D to -14.00 D). Almost 96.82% of girls had less than 3 h of outdoor activities. Refractive errors were 7.42 and 2.77 times more (95% CI: 3.51-15.70), P < 0.001) among children who had outdoor activities less than 3 h per day and sleep less than 7 h per day. Conclusion: Comparing to previous studies from North Indian and South Indian public schools, this study reports a three- to six-fold rise in myopia post-home confinement among public school children from India.
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Affiliation(s)
- Krishnamurthy Saara
- Elite School of Optometry, Unit of Medical Research Foundation, Chennai, Tamil Nadu, India
| | - Saravanan Swetha
- Elite School of Optometry, Unit of Medical Research Foundation, Chennai, Tamil Nadu, India
| | - Rangavittal Subhiksha
- Elite School of Optometry, Unit of Medical Research Foundation, Chennai, Tamil Nadu, India
| | - Murali Amirthaa
- Elite School of Optometry, Unit of Medical Research Foundation, Chennai, Tamil Nadu, India
| | - Narayanan Anuradha
- Elite School of Optometry, Unit of Medical Research Foundation, Chennai, Tamil Nadu, India
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Cai T, Zhao L, Kong L, Du X. Complex Interplay Between COVID-19 Lockdown and Myopic Progression. Front Med (Lausanne) 2022; 9:853293. [PMID: 35386915 PMCID: PMC8978626 DOI: 10.3389/fmed.2022.853293] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2022] [Accepted: 02/14/2022] [Indexed: 01/23/2023] Open
Abstract
Purpose To compare the myopic progression before and during strict home confinement when coronavirus disease 2019 (COVID-19) outbreak and explore the potential influencing factors. Methods A cross-sectional study. One hundred and fifteen myopic children (115 right eyes) who replace their frame-glasses from December 2019 to January 2020 and with complete refractive records in our hospital since myopia were involved in the study. At the beginning of the strict home confinement and after a 3-month strict home confinement during the COVID-19 pandemic, they were invited to our hospital to examine the axial length and refractive errors. And visual functions, convergence insufficiency symptom survey (CISS) scale and questionnaires were also performed. Besides, the axial length and refractive errors before the COVID-19 were got from outpatient case files. The effect of strict home confinement on myopia was assessed by comparing monthly axial elongation before COVID-19 and during strict home confinement. Spearman correlation analysis was performed to explore the correlation between potential influencing factors and myopia progression. Results Axial length's monthly elongation during strict home confinement was 35% higher than normal periods (0.046 vs. 0.033 mm/month, P = 0.003). The proportion of severe asthenopia doubled (P = 0.020). For myopia progression, heredity, close indoor work time and electronic products were risk factors. Besides, the protective factors were age, rest time after continuous eye usage, sleep time and distance from eye to computer screen. Conclusions During COVID-19, the decline in outdoor activities and increase of exposure time to digital screens accelerated the progression of myopia by 1/3.
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Affiliation(s)
- Tao Cai
- Shandong First Medical University and Shandong Academy of Medical Sciences, Jinan, China.,State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China.,Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Lianghui Zhao
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China.,Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Ling Kong
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China.,Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
| | - Xianli Du
- State Key Laboratory Cultivation Base, Shandong Provincial Key Laboratory of Ophthalmology, Eye Institute of Shandong First Medical University, Qingdao, China.,Qingdao Eye Hospital of Shandong First Medical University, Qingdao, China
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Ma D, Wei S, Li SM, Yang X, Cao K, Hu J, Peng X, Yan R, Fu J, Grzybowski A, Jin ZB, Wang N. The Impact of Study-at-Home During the COVID-19 Pandemic on Myopia Progression in Chinese Children. Front Public Health 2022; 9:720514. [PMID: 35071149 PMCID: PMC8770940 DOI: 10.3389/fpubh.2021.720514] [Citation(s) in RCA: 15] [Impact Index Per Article: 7.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Accepted: 12/06/2021] [Indexed: 11/13/2022] Open
Abstract
Background: To assess the impact of study-at-home during the COVID-19 pandemic on myopia development in Chinese schoolchildren. Methods: This historical cohort involved two groups with a total of 154 children. The exposed group was formed from 77 children aged 8 to 10 years who studied at home in the 7-month period during the COVID-19 pandemic (follow-up period: January - August 2020) and did not study at home in the 7-month period before the COVID-19 outbreak (baseline period: July 2019 - January 2020). Seventy-seven children who did not undergo study-at-home (baseline period: 7 months in 2015, follow-up period: 7 months in 2016) were included in the control group. Cycloplegic refraction, axial length and uncorrected visual acuity were measured 3 times. The questionnaire mainly focused on collecting visual habits. Results: Myopia progression was similar between the two groups in the baseline period. However, in the follow-up period the exposed group had a greater change in refraction toward myopia (-0.83 ± 0.56 D) than the control group (-0.28 ± 0.54 D; p < 0.001). In addition, the exposed group exhibited a significantly greater change in refraction toward myopia in the follow-up period (-0.83 ± 0.56 D) than in the baseline period (-0.33 ± 0.46 D; p < 0.001). Difference-in-difference analysis indicated that study-at-home accelerated the change in refraction toward myopia (t = -0.567; p < 0.001). Conclusions: During the COVID-19 pandemic study-at-home accelerated the change of refraction toward myopia in children.
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Affiliation(s)
- Dandan Ma
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Shifei Wei
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Shi-Ming Li
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xiaohui Yang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Kai Cao
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Jianping Hu
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Xiaoxia Peng
- Center for Clinical Epidemiology and Evidence-based Medicine, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Ruohua Yan
- Center for Clinical Epidemiology and Evidence-based Medicine, Beijing Children's Hospital, Capital Medical University, Beijing, China
| | - Jing Fu
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Andrzej Grzybowski
- University of Warmia and Mazury, Olsztyn, Poland.,Institute for Research in Ophthalmology, Poznan, Poland
| | - Zi-Bing Jin
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
| | - Ningli Wang
- Beijing Institute of Ophthalmology, Beijing Tongren Eye Center, Beijing Tongren Hospital, Capital Medical University, Beijing, China
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