Skip to main content
Top
Published in: BMC Ophthalmology 1/2020

Open Access 01-12-2020 | Refractive Errors | Review

A review on the epidemiology of myopia in school children worldwide

Authors: Andrzej Grzybowski, Piotr Kanclerz, Kazuo Tsubota, Carla Lanca, Seang-Mei Saw

Published in: BMC Ophthalmology | Issue 1/2020

Login to get access

Abstract

Background

Due to high prevalence myopia has gained importance in epidemiological studies. Children with early onset are at particular risk of complications associated with myopia, as progression over time might result in high myopia and myopic macular degeneration. Both genetic and environmental factors play a role in the increasing prevalence of myopia. The aim of this study is to review the current literature on epidemiology and risk factors for myopia in school children (aged 6–19 years) around the world.

Main body

PubMed and Medline were searched for the following keywords: prevalence, incidence, myopia, refractive error, risk factors, children and visual impairment. English language articles published between Jan 2013 and Mar 2019 were included in the study. Studies were critically reviewed for study methodology and robustness of data. Eighty studies were included in this literature review.
Myopia prevalence remains higher in Asia (60%) compared with Europe (40%) using cycloplegic refraction examinations. Studies reporting on non-cycloplegic measurements show exceptionally high myopia prevalence rates in school children in East Asia (73%), and high rates in North America (42%). Low prevalence under 10% was described in African and South American children. In recent studies, risk factors for myopia in schoolchildren included low outdoor time and near work, dim light exposure, the use of LED lamps for homework, low sleeping hours, reading distance less than 25 cm and living in an urban environment.

Conclusion

Low levels of outdoor activity and near work are well-established risk factors for myopia; this review provides evidence on additional environmental risk factors. New epidemiological studies should be carried out on implementation of public health strategies to tackle and avoid myopia. As the myopia prevalence rates in non-cycloplegic studies are overestimated, we recommend considering only cycloplegic measurements.
Appendix
Available only for authorised users
Literature
1.
go back to reference He M, Xiang F, Zeng Y, et al. Effect of time spent outdoors at school on the development of myopia among children in China. JAMA. 2015;314:1142.PubMedCrossRef He M, Xiang F, Zeng Y, et al. Effect of time spent outdoors at school on the development of myopia among children in China. JAMA. 2015;314:1142.PubMedCrossRef
2.
go back to reference Wu P-C, Chen C-T, Lin K-K, et al. Myopia prevention and outdoor light intensity in a school-based cluster randomized trial. Ophthalmology. 2018;125:1239–50.PubMedCrossRef Wu P-C, Chen C-T, Lin K-K, et al. Myopia prevention and outdoor light intensity in a school-based cluster randomized trial. Ophthalmology. 2018;125:1239–50.PubMedCrossRef
3.
go back to reference Wu P-C, Tsai C-L, Wu H-L, et al. Outdoor activity during class recess reduces myopia onset and progression in school children. Ophthalmology. 2013;120:1080–5.PubMedCrossRef Wu P-C, Tsai C-L, Wu H-L, et al. Outdoor activity during class recess reduces myopia onset and progression in school children. Ophthalmology. 2013;120:1080–5.PubMedCrossRef
4.
go back to reference Jin J-X, Hua W-J, Jiang X, et al. Effect of outdoor activity on myopia onset and progression in school-aged children in Northeast China: the Sujiatun eye care study. BMC Ophthalmol. 2015;15:73.PubMedPubMedCentralCrossRef Jin J-X, Hua W-J, Jiang X, et al. Effect of outdoor activity on myopia onset and progression in school-aged children in Northeast China: the Sujiatun eye care study. BMC Ophthalmol. 2015;15:73.PubMedPubMedCentralCrossRef
5.
go back to reference Holden BA, Fricke TR, Wilson DA, et al. Global prevalence of myopia and high myopia and temporal trends from 2000 through 2050. Ophthalmology. 2016;123:1036–42.PubMedCrossRef Holden BA, Fricke TR, Wilson DA, et al. Global prevalence of myopia and high myopia and temporal trends from 2000 through 2050. Ophthalmology. 2016;123:1036–42.PubMedCrossRef
7.
go back to reference Naidoo KS, Fricke TR, Frick KD, et al. Potential lost productivity resulting from the global burden of myopia: systematic review, meta-analysis, and modeling. Ophthalmology. 2018;126:338–46.PubMedCrossRef Naidoo KS, Fricke TR, Frick KD, et al. Potential lost productivity resulting from the global burden of myopia: systematic review, meta-analysis, and modeling. Ophthalmology. 2018;126:338–46.PubMedCrossRef
8.
go back to reference Chua SYL, Sabanayagam C, Cheung Y-B, et al. Age of onset of myopia predicts risk of high myopia in later childhood in myopic Singapore children. Ophthalmic Physiol Opt. 2016;36:388–94.PubMedCrossRef Chua SYL, Sabanayagam C, Cheung Y-B, et al. Age of onset of myopia predicts risk of high myopia in later childhood in myopic Singapore children. Ophthalmic Physiol Opt. 2016;36:388–94.PubMedCrossRef
9.
go back to reference Gomez-Salazar F, Campos-Romero A, Gomez-Campaña H, et al. Refractive errors among children, adolescents and adults attending eye clinics in Mexico. Int J Ophthalmol. 2017;10:796–802.PubMedPubMedCentral Gomez-Salazar F, Campos-Romero A, Gomez-Campaña H, et al. Refractive errors among children, adolescents and adults attending eye clinics in Mexico. Int J Ophthalmol. 2017;10:796–802.PubMedPubMedCentral
10.
go back to reference Li Y, Liu J, Qi P. The increasing prevalence of myopia in junior high school students in the Haidian District of Beijing, China: a 10-year population-based survey. BMC Ophthalmol. 2017;17:88.PubMedPubMedCentralCrossRef Li Y, Liu J, Qi P. The increasing prevalence of myopia in junior high school students in the Haidian District of Beijing, China: a 10-year population-based survey. BMC Ophthalmol. 2017;17:88.PubMedPubMedCentralCrossRef
11.
go back to reference Pan C-W, Wu R-K, Liu H, et al. Types of lamp for homework and myopia among Chinese school-aged children. Ophthalmic Epidemiol. 2017;25:1–7. Pan C-W, Wu R-K, Liu H, et al. Types of lamp for homework and myopia among Chinese school-aged children. Ophthalmic Epidemiol. 2017;25:1–7.
12.
go back to reference Guo L, Yang J, Mai J, et al. Prevalence and associated factors of myopia among primary and middle school-aged students: a school-based study in Guangzhou. Eye. 2016;30:796–804.PubMedPubMedCentralCrossRef Guo L, Yang J, Mai J, et al. Prevalence and associated factors of myopia among primary and middle school-aged students: a school-based study in Guangzhou. Eye. 2016;30:796–804.PubMedPubMedCentralCrossRef
13.
go back to reference Zhou W-J, Zhang Y-Y, Li H, et al. Five-year progression of refractive errors and incidence of myopia in school-aged children in Western China. J Epidemiol. 2016;26:386–95.PubMedPubMedCentralCrossRef Zhou W-J, Zhang Y-Y, Li H, et al. Five-year progression of refractive errors and incidence of myopia in school-aged children in Western China. J Epidemiol. 2016;26:386–95.PubMedPubMedCentralCrossRef
14.
go back to reference Wu JF, Bi HS, Wang SM, et al. Refractive error, visual acuity and causes of vision loss in children in Shandong, China. The Shandong Children Eye Study. PLoS One. 2013;8:e82763.PubMedPubMedCentralCrossRef Wu JF, Bi HS, Wang SM, et al. Refractive error, visual acuity and causes of vision loss in children in Shandong, China. The Shandong Children Eye Study. PLoS One. 2013;8:e82763.PubMedPubMedCentralCrossRef
15.
go back to reference Guo K, Yang DY, Wang Y, et al. Prevalence of myopia in schoolchildren in Ejina: the Gobi Desert children eye study. Invest Ophthalmol Vis Sci. 2015;56:1769–74.PubMedCrossRef Guo K, Yang DY, Wang Y, et al. Prevalence of myopia in schoolchildren in Ejina: the Gobi Desert children eye study. Invest Ophthalmol Vis Sci. 2015;56:1769–74.PubMedCrossRef
16.
go back to reference Lin Z, Gao TY, Vasudevan B, et al. Generational difference of refractive error and risk factors in the Handan offspring myopia study. Invest Ophthalmol Vis Sci. 2014;55:5711–7.PubMedCrossRef Lin Z, Gao TY, Vasudevan B, et al. Generational difference of refractive error and risk factors in the Handan offspring myopia study. Invest Ophthalmol Vis Sci. 2014;55:5711–7.PubMedCrossRef
17.
go back to reference Saxena R, Vashist P, Tandon R, et al. Prevalence of myopia and its risk factors in urban school children in Delhi: the North India myopia study (NIM study). PLoS One. 2015;10:e0117349.PubMedPubMedCentralCrossRef Saxena R, Vashist P, Tandon R, et al. Prevalence of myopia and its risk factors in urban school children in Delhi: the North India myopia study (NIM study). PLoS One. 2015;10:e0117349.PubMedPubMedCentralCrossRef
18.
go back to reference Grzybowski A, Nowak MS. The review of refractive studies of nonadults in Poland. Acta Ophthalmol. 2018;96:e755-6.PubMedCrossRef Grzybowski A, Nowak MS. The review of refractive studies of nonadults in Poland. Acta Ophthalmol. 2018;96:e755-6.PubMedCrossRef
19.
go back to reference Kanclerz P, Przewlocka K. Results of refractive error screening of Polish schoolchildren aged 6 to 14 years. Przegl Lek. 2019;76:468-71. Kanclerz P, Przewlocka K. Results of refractive error screening of Polish schoolchildren aged 6 to 14 years. Przegl Lek. 2019;76:468-71.
20.
21.
go back to reference Al Wadaani FA, Amin TT, Ali A, et al. Prevalence and pattern of refractive errors among primary school children in Al Hassa, Saudi Arabia. Glob J Health Sci. 2013;5:125–34. Al Wadaani FA, Amin TT, Ali A, et al. Prevalence and pattern of refractive errors among primary school children in Al Hassa, Saudi Arabia. Glob J Health Sci. 2013;5:125–34.
22.
go back to reference Lundberg K, Suhr Thykjaer A, Søgaard Hansen R, et al. Physical activity and myopia in Danish children-The CHAMPS Eye Study. Acta Ophthalmol. 2017;96:134–41.PubMedCrossRef Lundberg K, Suhr Thykjaer A, Søgaard Hansen R, et al. Physical activity and myopia in Danish children-The CHAMPS Eye Study. Acta Ophthalmol. 2017;96:134–41.PubMedCrossRef
23.
go back to reference Tideman JWL, Polling JR, Hofman A, et al. Environmental factors explain socioeconomic prevalence differences in myopia in 6-year-old children. Br J Ophthalmol. 2017;102:243–7.PubMedCrossRef Tideman JWL, Polling JR, Hofman A, et al. Environmental factors explain socioeconomic prevalence differences in myopia in 6-year-old children. Br J Ophthalmol. 2017;102:243–7.PubMedCrossRef
25.
go back to reference Kumah BD, Ebri A, Abdul-Kabir M, et al. Refractive error and visual impairment in private school children in Ghana. Optom Vis Sci. 2013;90:1456–61.PubMedCrossRef Kumah BD, Ebri A, Abdul-Kabir M, et al. Refractive error and visual impairment in private school children in Ghana. Optom Vis Sci. 2013;90:1456–61.PubMedCrossRef
26.
go back to reference Lira RPC, Arieta CEL, Passos THM, et al. Distribution of ocular component measures and refraction in Brazilian school children. Ophthalmic Epidemiol. 2017;24:29–35.PubMedCrossRef Lira RPC, Arieta CEL, Passos THM, et al. Distribution of ocular component measures and refraction in Brazilian school children. Ophthalmic Epidemiol. 2017;24:29–35.PubMedCrossRef
27.
go back to reference Moraes Ibrahim F, Moraes Ibrahim M, Pomepo de Camargo JR, et al. Visual impairment and myopia in Brazilian children: a population-based study. Optom Vis Sci. 2013;90:223–7.PubMedCrossRef Moraes Ibrahim F, Moraes Ibrahim M, Pomepo de Camargo JR, et al. Visual impairment and myopia in Brazilian children: a population-based study. Optom Vis Sci. 2013;90:223–7.PubMedCrossRef
28.
go back to reference Carter MJ, Lansingh VC, Schacht G, et al. Visual acuity and refraction by age for children of three different ethnic groups in Paraguay. Arq Bras Oftalmol. 2013;76:94–7.PubMedCrossRef Carter MJ, Lansingh VC, Schacht G, et al. Visual acuity and refraction by age for children of three different ethnic groups in Paraguay. Arq Bras Oftalmol. 2013;76:94–7.PubMedCrossRef
29.
go back to reference French AN, Morgan IG, Mitchell P, et al. Risk factors for incident myopia in Australian schoolchildren: the Sydney adolescent vascular and eye study. Ophthalmology. 2013;120:2100–8.PubMedCrossRef French AN, Morgan IG, Mitchell P, et al. Risk factors for incident myopia in Australian schoolchildren: the Sydney adolescent vascular and eye study. Ophthalmology. 2013;120:2100–8.PubMedCrossRef
31.
go back to reference You QS, Wu LJ, Duan JL, et al. Prevalence of myopia in school children in greater Beijing: the Beijing childhood eye study. Acta Ophthalmol. 2014;92:e398–406.PubMedCrossRef You QS, Wu LJ, Duan JL, et al. Prevalence of myopia in school children in greater Beijing: the Beijing childhood eye study. Acta Ophthalmol. 2014;92:e398–406.PubMedCrossRef
32.
go back to reference Gong Y, Zhang X, Tian D, et al. Parental myopia, near work, hours of sleep and myopia in Chinese children. Health. 2014;06:64–70.CrossRef Gong Y, Zhang X, Tian D, et al. Parental myopia, near work, hours of sleep and myopia in Chinese children. Health. 2014;06:64–70.CrossRef
33.
go back to reference Rim TH, Kim S-H, Lim KH, et al. Refractive errors in Koreans: the Korea National Health and nutrition examination survey 2008-2012. Korean J Ophthalmol. 2016;30:214–24.PubMedPubMedCentralCrossRef Rim TH, Kim S-H, Lim KH, et al. Refractive errors in Koreans: the Korea National Health and nutrition examination survey 2008-2012. Korean J Ophthalmol. 2016;30:214–24.PubMedPubMedCentralCrossRef
34.
go back to reference Mahayana IT, Indrawati SG, Pawiroranu S. The prevalence of uncorrected refractive error in urban, suburban, exurban and rural primary school children in Indonesian population. Int J Ophthalmol. 2017;10:1771–6.PubMedPubMedCentral Mahayana IT, Indrawati SG, Pawiroranu S. The prevalence of uncorrected refractive error in urban, suburban, exurban and rural primary school children in Indonesian population. Int J Ophthalmol. 2017;10:1771–6.PubMedPubMedCentral
35.
go back to reference Alrahili NHR, Jadidy ES, Alahmadi BSH, et al. Prevalence of uncorrected refractive errors among children aged 3-10 years in western Saudi Arabia. Saudi Med J. 2017;38:804–10.PubMedPubMedCentralCrossRef Alrahili NHR, Jadidy ES, Alahmadi BSH, et al. Prevalence of uncorrected refractive errors among children aged 3-10 years in western Saudi Arabia. Saudi Med J. 2017;38:804–10.PubMedPubMedCentralCrossRef
36.
go back to reference Hrynchak PK, Mittelstaedt A, Machan CM, et al. Increase in myopia prevalence in clinic-based populations across a century. Optom Vis Sci. 2013;90:1331–41.PubMedCrossRef Hrynchak PK, Mittelstaedt A, Machan CM, et al. Increase in myopia prevalence in clinic-based populations across a century. Optom Vis Sci. 2013;90:1331–41.PubMedCrossRef
37.
go back to reference Galvis V, Tello A, Otero J, et al. Refractive errors in children and adolescents in Bucaramanga (Colombia). Arq Bras Oftalmol. 2017;80:359–63.PubMedCrossRef Galvis V, Tello A, Otero J, et al. Refractive errors in children and adolescents in Bucaramanga (Colombia). Arq Bras Oftalmol. 2017;80:359–63.PubMedCrossRef
38.
go back to reference Wajuihian SO, Hansraj R. Refractive error in a sample of black high school children in South Africa. Optom Vis Sci. 2017;94:1145–52.PubMedCrossRef Wajuihian SO, Hansraj R. Refractive error in a sample of black high school children in South Africa. Optom Vis Sci. 2017;94:1145–52.PubMedCrossRef
39.
go back to reference Xiang F, He M, Zeng Y, et al. Increases in the prevalence of reduced visual acuity and myopia in Chinese children in Guangzhou over the past 20 years. Eye. 2013;27:1353–8.PubMedPubMedCentralCrossRef Xiang F, He M, Zeng Y, et al. Increases in the prevalence of reduced visual acuity and myopia in Chinese children in Guangzhou over the past 20 years. Eye. 2013;27:1353–8.PubMedPubMedCentralCrossRef
40.
go back to reference Ding B-Y, Shih Y-F, Lin LLK, et al. Myopia among schoolchildren in East Asia and Singapore. Surv Ophthalmol. 2017;62:677–97.PubMedCrossRef Ding B-Y, Shih Y-F, Lin LLK, et al. Myopia among schoolchildren in East Asia and Singapore. Surv Ophthalmol. 2017;62:677–97.PubMedCrossRef
41.
go back to reference Li L, Zhong H, Li J, et al. Incidence of myopia and biometric characteristics of premyopic eyes among Chinese children and adolescents. BMC Ophthalmol. 2018;18:178.PubMedPubMedCentralCrossRef Li L, Zhong H, Li J, et al. Incidence of myopia and biometric characteristics of premyopic eyes among Chinese children and adolescents. BMC Ophthalmol. 2018;18:178.PubMedPubMedCentralCrossRef
42.
go back to reference Pärssinen O, Kauppinen M, Viljanen A. The progression of myopia from its onset at age 8-12 to adulthood and the influence of heredity and external factors on myopic progression. A 23-year follow-up study. Acta Ophthalmol. 2014;92:730–9.PubMedCrossRef Pärssinen O, Kauppinen M, Viljanen A. The progression of myopia from its onset at age 8-12 to adulthood and the influence of heredity and external factors on myopic progression. A 23-year follow-up study. Acta Ophthalmol. 2014;92:730–9.PubMedCrossRef
43.
go back to reference Chen M, Wu A, Zhang L, et al. The increasing prevalence of myopia and high myopia among high school students in Fenghua city, eastern China: a 15-year population-based survey. BMC Ophthalmol. 2018;18:159.PubMedPubMedCentralCrossRef Chen M, Wu A, Zhang L, et al. The increasing prevalence of myopia and high myopia among high school students in Fenghua city, eastern China: a 15-year population-based survey. BMC Ophthalmol. 2018;18:159.PubMedPubMedCentralCrossRef
44.
go back to reference Herrnheiser J. Die refractionsentwicklung des menschlichen auges. Zeitschrift Fuer Heilkunde. 1892;13:342–77. Herrnheiser J. Die refractionsentwicklung des menschlichen auges. Zeitschrift Fuer Heilkunde. 1892;13:342–77.
45.
go back to reference Lim LT, Gong Y, Ah-Kee EY, et al. Impact of parental history of myopia on the development of myopia in mainland China school-aged children. Ophthalmol Eye Dis. 2014;6:31–5.PubMedPubMedCentralCrossRef Lim LT, Gong Y, Ah-Kee EY, et al. Impact of parental history of myopia on the development of myopia in mainland China school-aged children. Ophthalmol Eye Dis. 2014;6:31–5.PubMedPubMedCentralCrossRef
46.
go back to reference Terasaki H, Yamashita T, Yoshihara N, et al. Association of lifestyle and body structure to ocular axial length in Japanese elementary school children. BMC Ophthalmol. 2017;17:123.PubMedPubMedCentralCrossRef Terasaki H, Yamashita T, Yoshihara N, et al. Association of lifestyle and body structure to ocular axial length in Japanese elementary school children. BMC Ophthalmol. 2017;17:123.PubMedPubMedCentralCrossRef
47.
go back to reference Hsu C-C, Huang N, Lin P-Y, et al. Risk factors for myopia progression in second-grade primary school children in Taipei: a population-based cohort study. Br J Ophthalmol. 2017;101:1611–7.PubMedCrossRef Hsu C-C, Huang N, Lin P-Y, et al. Risk factors for myopia progression in second-grade primary school children in Taipei: a population-based cohort study. Br J Ophthalmol. 2017;101:1611–7.PubMedCrossRef
48.
go back to reference Choi KY, Yu WY, Lam CHI, et al. Childhood exposure to constricted living space: a possible environmental threat for myopia development. Ophthalmic Physiol Opt. 2017;37:568–75.PubMedCrossRef Choi KY, Yu WY, Lam CHI, et al. Childhood exposure to constricted living space: a possible environmental threat for myopia development. Ophthalmic Physiol Opt. 2017;37:568–75.PubMedCrossRef
49.
go back to reference Goldschmidt E, Jacobsen N. Genetic and environmental effects on myopia development and progression. Eye. 2014;28:126–33.PubMedCrossRef Goldschmidt E, Jacobsen N. Genetic and environmental effects on myopia development and progression. Eye. 2014;28:126–33.PubMedCrossRef
50.
go back to reference Jones-Jordan LA, Sinnott LT, Graham ND, et al. The contributions of near work and outdoor activity to the correlation between siblings in the collaborative longitudinal evaluation of ethnicity and refractive error (CLEERE) study. Invest Opthalmol Visual Sci. 2014;55:6333.CrossRef Jones-Jordan LA, Sinnott LT, Graham ND, et al. The contributions of near work and outdoor activity to the correlation between siblings in the collaborative longitudinal evaluation of ethnicity and refractive error (CLEERE) study. Invest Opthalmol Visual Sci. 2014;55:6333.CrossRef
52.
go back to reference Tideman JWL, Polling JR, Jaddoe VWV, et al. Environmental risk factors can reduce axial length elongation and myopia incidence in 6- to 9-year-old children. Ophthalmology. 2018;126:127–36.PubMedCrossRef Tideman JWL, Polling JR, Jaddoe VWV, et al. Environmental risk factors can reduce axial length elongation and myopia incidence in 6- to 9-year-old children. Ophthalmology. 2018;126:127–36.PubMedCrossRef
53.
go back to reference Shah RL, Huang Y, Guggenheim JA, et al. Time outdoors at specific ages during early childhood and the risk of incident myopia. Invest Ophthalmol Vis Sci. 2017;58:1158–66.PubMedPubMedCentralCrossRef Shah RL, Huang Y, Guggenheim JA, et al. Time outdoors at specific ages during early childhood and the risk of incident myopia. Invest Ophthalmol Vis Sci. 2017;58:1158–66.PubMedPubMedCentralCrossRef
54.
go back to reference Read SA, Vincent SJ, Tan C-S, et al. Patterns of daily outdoor light exposure in Australian and Singaporean children. Transl Vis Sci Technol. 2018;7:8.PubMedPubMedCentralCrossRef Read SA, Vincent SJ, Tan C-S, et al. Patterns of daily outdoor light exposure in Australian and Singaporean children. Transl Vis Sci Technol. 2018;7:8.PubMedPubMedCentralCrossRef
56.
go back to reference Tedja MS, Wojciechowski R, Hysi PG, et al. Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error. Nat Genet. 2018;50:834–48.PubMedPubMedCentralCrossRef Tedja MS, Wojciechowski R, Hysi PG, et al. Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error. Nat Genet. 2018;50:834–48.PubMedPubMedCentralCrossRef
57.
go back to reference Jiang X, Kurihara T, Torii H, et al. Progress and control of myopia by light environments. Eye Contact Lens. 2018;44:273–8.PubMedCrossRef Jiang X, Kurihara T, Torii H, et al. Progress and control of myopia by light environments. Eye Contact Lens. 2018;44:273–8.PubMedCrossRef
58.
go back to reference Rucker F, Henriksen M, Yanase T, et al. The role of temporal contrast and blue light in emmetropization. Vis Res. 2018;151:78–87.PubMedCrossRef Rucker F, Henriksen M, Yanase T, et al. The role of temporal contrast and blue light in emmetropization. Vis Res. 2018;151:78–87.PubMedCrossRef
59.
go back to reference Tang SM, Lau T, Rong SS, et al. Vitamin D and its pathway genes in myopia: systematic review and meta-analysis. Br J Ophthalmol. 2019;103:8–17.PubMedCrossRef Tang SM, Lau T, Rong SS, et al. Vitamin D and its pathway genes in myopia: systematic review and meta-analysis. Br J Ophthalmol. 2019;103:8–17.PubMedCrossRef
60.
go back to reference French AN, Ashby RS, Morgan IG, et al. Time outdoors and the prevention of myopia. Exp Eye Res. 2013;114:58–68.PubMedCrossRef French AN, Ashby RS, Morgan IG, et al. Time outdoors and the prevention of myopia. Exp Eye Res. 2013;114:58–68.PubMedCrossRef
61.
go back to reference Flitcroft DI. The complex interactions of retinal, optical and environmental factors in myopia aetiology. Prog Retin Eye Res. 2012;31:622–60.PubMedCrossRef Flitcroft DI. The complex interactions of retinal, optical and environmental factors in myopia aetiology. Prog Retin Eye Res. 2012;31:622–60.PubMedCrossRef
63.
go back to reference Lim DH, Han J, Chung T-Y, et al. The high prevalence of myopia in Korean children with influence of parental refractive errors: the 2008-2012 Korean National Health and nutrition examination survey. PLoS One. 2018;13:e0207690.PubMedPubMedCentralCrossRef Lim DH, Han J, Chung T-Y, et al. The high prevalence of myopia in Korean children with influence of parental refractive errors: the 2008-2012 Korean National Health and nutrition examination survey. PLoS One. 2018;13:e0207690.PubMedPubMedCentralCrossRef
64.
go back to reference Zloto O, Wygnanski-Jaffe T, Farzavandi SK, et al. Current trends among pediatric ophthalmologists to decrease myopia progression-an international perspective. Graefes Arch Clin Exp Ophthalmol. 2018;256:2457–66.PubMedCrossRef Zloto O, Wygnanski-Jaffe T, Farzavandi SK, et al. Current trends among pediatric ophthalmologists to decrease myopia progression-an international perspective. Graefes Arch Clin Exp Ophthalmol. 2018;256:2457–66.PubMedCrossRef
65.
go back to reference Ku P-W, Steptoe A, Lai Y-J, et al. The associations between near visual activity and incident myopia in children: a Nationwide 4-year follow-up study. Ophthalmology. 2018;126:214–20.PubMedCrossRef Ku P-W, Steptoe A, Lai Y-J, et al. The associations between near visual activity and incident myopia in children: a Nationwide 4-year follow-up study. Ophthalmology. 2018;126:214–20.PubMedCrossRef
67.
68.
go back to reference Zhang M, Li L, Chen L, et al. Population density and refractive error among Chinese children. Invest Ophthalmol Vis Sci. 2010;51:4969–76.PubMedCrossRef Zhang M, Li L, Chen L, et al. Population density and refractive error among Chinese children. Invest Ophthalmol Vis Sci. 2010;51:4969–76.PubMedCrossRef
69.
go back to reference Guo Y, Liu LJ, Xu L, et al. Outdoor activity and myopia among primary students in rural and urban regions of Beijing. Ophthalmology. 2013;120:277–83.PubMedCrossRef Guo Y, Liu LJ, Xu L, et al. Outdoor activity and myopia among primary students in rural and urban regions of Beijing. Ophthalmology. 2013;120:277–83.PubMedCrossRef
70.
go back to reference Zeng CQ, Zhou LH, Zhang P, et al. The epidemiology of myopia in primary school students of grade 1 to 3 in Hubei province. Zhonghua Yan Ke Za Zhi. 2018;54:756–61.PubMed Zeng CQ, Zhou LH, Zhang P, et al. The epidemiology of myopia in primary school students of grade 1 to 3 in Hubei province. Zhonghua Yan Ke Za Zhi. 2018;54:756–61.PubMed
71.
go back to reference Yamashita T, Watanabe S, Ohba N. A longitudinal study of cycloplegic refraction in a cohort of 350 Japanese schoolchildren. Anisometropia. Ophthalmic Physiol Opt. 1999;19:30–3.PubMedCrossRef Yamashita T, Watanabe S, Ohba N. A longitudinal study of cycloplegic refraction in a cohort of 350 Japanese schoolchildren. Anisometropia. Ophthalmic Physiol Opt. 1999;19:30–3.PubMedCrossRef
72.
go back to reference Fotouhi A, Morgan IG, Iribarren R, et al. Validity of noncycloplegic refraction in the assessment of refractive errors: the Tehran eye study. Acta Ophthalmol. 2012;90:380–6.PubMedCrossRef Fotouhi A, Morgan IG, Iribarren R, et al. Validity of noncycloplegic refraction in the assessment of refractive errors: the Tehran eye study. Acta Ophthalmol. 2012;90:380–6.PubMedCrossRef
73.
74.
go back to reference Fotedar R, Rochtchina E, Morgan I, et al. Necessity of Cycloplegia for assessing refractive error in 12-year-old children: a population-based study. Am J Ophthalmol. 2007;144:307–9.PubMedCrossRef Fotedar R, Rochtchina E, Morgan I, et al. Necessity of Cycloplegia for assessing refractive error in 12-year-old children: a population-based study. Am J Ophthalmol. 2007;144:307–9.PubMedCrossRef
75.
go back to reference Lin Z, Vasudevan B, Ciuffreda KJ, et al. The difference between cycloplegic and non-cycloplegic autorefraction and its association with progression of refractive error in Beijing urban children. Ophthalmic Physiol Opt. 2017;37:489–97.PubMedCrossRef Lin Z, Vasudevan B, Ciuffreda KJ, et al. The difference between cycloplegic and non-cycloplegic autorefraction and its association with progression of refractive error in Beijing urban children. Ophthalmic Physiol Opt. 2017;37:489–97.PubMedCrossRef
76.
go back to reference Cumberland PM, Bountziouka V, Rahi JS. Impact of varying the definition of myopia on estimates of prevalence and associations with risk factors: time for an approach that serves research, practice and policy. Br J Ophthalmol. 2018;102:1407–12.PubMedCrossRef Cumberland PM, Bountziouka V, Rahi JS. Impact of varying the definition of myopia on estimates of prevalence and associations with risk factors: time for an approach that serves research, practice and policy. Br J Ophthalmol. 2018;102:1407–12.PubMedCrossRef
77.
go back to reference Morgan IG, Iribarren R, Fotouhi A, et al. Cycloplegic refraction is the gold standard for epidemiological studies. Acta Ophthalmol. 2015;93:581–5.PubMedCrossRef Morgan IG, Iribarren R, Fotouhi A, et al. Cycloplegic refraction is the gold standard for epidemiological studies. Acta Ophthalmol. 2015;93:581–5.PubMedCrossRef
78.
go back to reference Grzybowski A, Kanclerz P. The standardized definition of high myopia. Graefes Arch Clin Exp Ophthalmol. 2019;257:1805.PubMedCrossRef Grzybowski A, Kanclerz P. The standardized definition of high myopia. Graefes Arch Clin Exp Ophthalmol. 2019;257:1805.PubMedCrossRef
79.
go back to reference Flitcroft DI, He M, Jonas JB, et al. IMI - defining and classifying myopia: a proposed set of standards for clinical and epidemiologic studies. Invest Ophthalmol Vis Sci. 2019;60:M20–30.CrossRef Flitcroft DI, He M, Jonas JB, et al. IMI - defining and classifying myopia: a proposed set of standards for clinical and epidemiologic studies. Invest Ophthalmol Vis Sci. 2019;60:M20–30.CrossRef
80.
go back to reference French AN, Morgan IG, Mitchell P, et al. Patterns of myopigenic activities with age, gender and ethnicity in Sydney schoolchildren. Ophthalmic Physiol Opt. 2013;33:318–28.PubMedCrossRef French AN, Morgan IG, Mitchell P, et al. Patterns of myopigenic activities with age, gender and ethnicity in Sydney schoolchildren. Ophthalmic Physiol Opt. 2013;33:318–28.PubMedCrossRef
81.
go back to reference Ip JM, Huynh SC, Robaei D, et al. Ethnic differences in refraction and ocular biometry in a population-based sample of 11-15-year-old Australian children. Eye. 2008;22:649–56.PubMedCrossRef Ip JM, Huynh SC, Robaei D, et al. Ethnic differences in refraction and ocular biometry in a population-based sample of 11-15-year-old Australian children. Eye. 2008;22:649–56.PubMedCrossRef
82.
go back to reference Rudnicka AR, Kapetanakis VV, Wathern AK, et al. Global variations and time trends in the prevalence of childhood myopia, a systematic review and quantitative meta-analysis: implications for aetiology and early prevention. Br J Ophthalmol. 2016;100:882–90.PubMedCrossRef Rudnicka AR, Kapetanakis VV, Wathern AK, et al. Global variations and time trends in the prevalence of childhood myopia, a systematic review and quantitative meta-analysis: implications for aetiology and early prevention. Br J Ophthalmol. 2016;100:882–90.PubMedCrossRef
83.
go back to reference Jiang Y, Tian B. Understanding Modifiable Risk Factors for the Development of Myopia. Ophthalmology. 2018;126:221–2.PubMedCrossRef Jiang Y, Tian B. Understanding Modifiable Risk Factors for the Development of Myopia. Ophthalmology. 2018;126:221–2.PubMedCrossRef
Metadata
Title
A review on the epidemiology of myopia in school children worldwide
Authors
Andrzej Grzybowski
Piotr Kanclerz
Kazuo Tsubota
Carla Lanca
Seang-Mei Saw
Publication date
01-12-2020
Publisher
BioMed Central
Published in
BMC Ophthalmology / Issue 1/2020
Electronic ISSN: 1471-2415
DOI
https://doi.org/10.1186/s12886-019-1220-0

Other articles of this Issue 1/2020

BMC Ophthalmology 1/2020 Go to the issue