{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T14:51:54Z","timestamp":1782399114873,"version":"3.54.5"},"reference-count":51,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T00:00:00Z","timestamp":1782345600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Public Health"],"abstract":"<jats:sec>\n                    <jats:title>Introduction<\/jats:title>\n                    <jats:p>Myopia is a growing global concern, projected to affect nearly half the world\u2019s population by 2050. East and Southeast Asia face a disproportionate burden, with early-onset cases leading to severe complications in children. In Malaysia, epidemiological data on childhood myopia remain limited and inconsistent, hindering accurate burden estimation.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Aim<\/jats:title>\n                    <jats:p>To systematically review and synthesize the prevalence of myopia among Malaysian children aged 4\u201318\u202fyears, providing national and subgroup-specific estimates.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Methodology<\/jats:title>\n                    <jats:p>A PRISMA-compliant search was conducted across five databases. Eligible studies included cross-sectional, cohort, or population-based designs published in English. Two reviewers independently screened and extracted data. A random-effects meta-analysis using the Freeman\u2013Tukey double arcsine transformation pooled prevalence rates from 17 studies. Subgroup and sensitivity analyses explored heterogeneity by age, ethnicity, region, cycloplegia status, and diagnostic method. Publication bias was assessed via funnel plots, Egger\u2019s, Begg\u2019s, and trim-and-fill methods. Study quality was appraised using the JBI checklist.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Results<\/jats:title>\n                    <jats:p>\n                      Of 1,147 records, 21 studies were included in the synthesis, with 17 suitable for meta-analysis (\n                      <jats:italic>n\u202f=<\/jats:italic>\n                      \u202f19,281). The unadjusted pooled prevalence of myopia was 25.0% (95% CI: 15.0\u201337.0%), with substantial heterogeneity (I\n                      <jats:sup>2<\/jats:sup>\n                      \u202f=\u202f99.3%). Subgroup analysis showed that studies using non-cycloplegic refraction yielded a higher prevalence estimate than studies using cycloplegic refraction (31% versus approximately 16%). The trim-and-fill adjusted prevalence was 15.8%, suggesting that the unadjusted pooled estimate may overestimate clinically confirmed myopia prevalence because of non-standardised measurement methods, variable diagnostic thresholds ranging from \u2264\u202f\u2212\u202f0.25 D to \u2264\u202f\u2212\u202f1.00 D, and possible small-study or publication effects. Higher prevalence was also observed in older studies, smaller samples, and subjective methods, and increased with age and among Chinese children. Eight studies were high quality, eight moderate, and one low.\n                    <\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Conclusion<\/jats:title>\n                    <jats:p>Childhood myopia represents an important public health concern in Malaysia. However, the magnitude of prevalence should be interpreted with caution because of high heterogeneity, variation in myopia definitions, and the predominance of non-cycloplegic measurement methods, all of which may cause the unadjusted estimate to overestimate clinically confirmed prevalence. Although the unadjusted pooled prevalence was 25.0%, the trim-and-fill adjusted estimate of 15.8% and the cycloplegic subgroup estimate of approximately 16% suggest that the clinically confirmed prevalence is likely to lie closer to the lower end of an approximate range of 16 to 25%. Future nationally representative studies using standardised cycloplegic refraction and consistent diagnostic criteria are needed to guide resource allocation, screening, and policy planning.<\/jats:p>\n                  <\/jats:sec>\n                  <jats:sec>\n                    <jats:title>Systematic review registration<\/jats:title>\n                    <jats:p>\n                      <jats:ext-link>https:\/\/www.crd.york.ac.uk\/PROSPERO\/view\/CRD420251012425<\/jats:ext-link>\n                      , CRD420251012425.\n                    <\/jats:p>\n                  <\/jats:sec>","DOI":"10.3389\/fpubh.2026.1836591","type":"journal-article","created":{"date-parts":[[2026,6,25]],"date-time":"2026-06-25T14:35:49Z","timestamp":1782398149000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":0,"title":["Myopia prevalence in Malaysian children: a systematic review and meta-analysis"],"prefix":"10.3389","volume":"14","author":[{"given":"Chee Fai","family":"Sui","sequence":"first","affiliation":[{"name":"Faculty of Medical and Life Sciences, Sunway University","place":["Sunway City, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chin Hui","family":"Ng","sequence":"additional","affiliation":[{"name":"School of Pharmaceutical Sciences, Universiti Sains Malaysia","place":["Minden, Malaysia"]},{"name":"Department of Pharmacy, Hospital Raja Permaisuri Bainun","place":["Ipoh, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yee Chang","family":"Soh","sequence":"additional","affiliation":[{"name":"PPD, Inc., Thermo Fisher Scientific","place":["Kuala Lumpur, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kah Seng","family":"Lee","sequence":"additional","affiliation":[{"name":"Faculty of Medical and Life Sciences, Sunway University","place":["Sunway City, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Serena","family":"Leow","sequence":"additional","affiliation":[{"name":"Faculty of Arts and Social Sciences, Sunway University","place":["Sunway City, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Qi Ying","family":"Lean","sequence":"additional","affiliation":[{"name":"Faculty of Pharmacy, Universiti Teknologi MARA, Cawangan Pulau Pinang, Kampus Bertam","place":["Kepala Batas, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jack Bee","family":"Chook","sequence":"additional","affiliation":[{"name":"Faculty of Medical and Life Sciences, Sunway University","place":["Sunway City, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Long Chiau","family":"Ming","sequence":"additional","affiliation":[{"name":"Faculty of Medical and Life Sciences, Sunway University","place":["Sunway City, Malaysia"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1965","published-online":{"date-parts":[[2026,6,25]]},"reference":[{"key":"ref1","doi-asserted-by":"publisher","first-page":"1036","DOI":"10.1016\/j.ophtha.2016.01.006","article-title":"Global prevalence of myopia and high myopia and temporal trends from 2000 through 2050","volume":"123","author":"Holden","year":"2016","journal-title":"Ophthalmology"},{"key":"ref2","first-page":"120","article-title":"The myopia epidemic: a growing public health crisis impacting children worldwide","volume":"2","author":"George","year":"2023","journal-title":"Partners Univ Int Res J"},{"key":"ref3","doi-asserted-by":"publisher","first-page":"100113","DOI":"10.1016\/j.apjo.2024.100113","article-title":"Is there an impending epidemic of myopia in Southeast Asia? An appraisal of the evidence","volume":"13","author":"Morgan","year":"2024","journal-title":"Asia Pacific J Ophthalmol"},{"key":"ref4","doi-asserted-by":"publisher","first-page":"1798","DOI":"10.1136\/bjo-2021-320940","article-title":"Prevalence of myopia and uncorrected myopia among 721 032 schoolchildren in a city-wide vision screening in southern China: the Shantou myopia study","volume":"107","author":"Wang","year":"2023","journal-title":"Br J Ophthalmol"},{"key":"ref5","first-page":"4","article-title":"Prevalence of Squints and visual Defects in Malaysian Primary one school children","volume":"37","author":"Yow","year":"1982","journal-title":"Med. J. Malaysia"},{"key":"ref6","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1016\/j.lanwpc.2025.101484","article-title":"Prevalence and temporal trends in myopia and high myopia children in China: a systematic review and meta-analysis with projections from 2020 to 2050","volume":"55","author":"Pan","year":"2025","journal-title":"Lancet Reg Health Western Pacific"},{"key":"ref7","doi-asserted-by":"publisher","first-page":"e0207690","DOI":"10.1371\/journal.pone.0207690","article-title":"The high prevalence of myopia in Korean children with influence of parental refractive errors: the 2008-2012 Korean National Health and nutrition examination survey","volume":"13","author":"Lim","year":"2018","journal-title":"PLoS One"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"678","DOI":"10.1016\/j.ophtha.2004.10.048","article-title":"Refractive error and visual impairment in school-age children in Gombak District, Malaysia","volume":"112","author":"Goh","year":"2005","journal-title":"Ophthalmology"},{"key":"ref9","first-page":"48","article-title":"Comparison of refractive error and visual impairment between Native Iban and Malay in a formal government school vision loss prevention programme","volume":"19","author":"Bakar","year":"2012","journal-title":"Malays J Med Sci"},{"key":"ref10","doi-asserted-by":"publisher","first-page":"372","DOI":"10.1136\/bmj.n71","article-title":"The PRISMA 2020 statement: an updated guideline for reporting systematic reviews","author":"Page","year":"2021","journal-title":"BMJ"},{"key":"ref11","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1186\/2046-4053-4-1","article-title":"Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement","volume":"4","author":"Moher","year":"2015","journal-title":"Syst Rev"},{"key":"ref12","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1186\/s12874-025-02527-z","article-title":"Overcoming challenges in prevalence meta-analysis: the case for the freeman-Tukey transform","volume":"25","author":"Abdulmajeed","year":"2025","journal-title":"BMC Med Res Methodol"},{"key":"ref13","first-page":"541","article-title":"Comparison of vision disorders between children in mainstream and special education classes in government primary schools in Malaysia","volume-title":"Singapore Med J","author":"Abu Bakar","year":"2012"},{"key":"ref14","volume-title":"Prevalence of Refractive Errors among School Children in Kuala Krai","author":"Nurulain","year":"2012"},{"key":"ref15","doi-asserted-by":"crossref","DOI":"10.1177\/2158244016644945","volume-title":"The Determinants of Early Refractive error on school-Going Chinese children: an Empirical Study in Malaysia","author":"Jayaraman","year":"2016"},{"key":"ref16","doi-asserted-by":"publisher","first-page":"e0198799","DOI":"10.1371\/journal.pone.0198799","article-title":"Estimates of visual Impairment and its Causes from the National eye Survey in Malaysia (NESII)","volume":"13","author":"Chew","year":"2018","journal-title":"PLoS ONE"},{"key":"ref17","first-page":"1","article-title":"Prevalence of Myopia Among Indian School Children in Kuala Lumpur","volume-title":"Online Journal of Health & Allied Sciences","author":"Madhavan","year":"2018"},{"key":"ref18","doi-asserted-by":"crossref","first-page":"29","DOI":"10.51866\/oa1251","article-title":"Distribution of refractive error among chinese primary school children in a rural area in Pahang, Malaysia","volume":"17","author":"Omar","year":"2022","journal-title":"Malaysian Family Phy. Off. J. Acad. Family Phys. Malaysia"},{"key":"ref19","doi-asserted-by":"crossref","DOI":"10.1186\/s12889-019-6865-3","volume-title":"Status of visual Impairment among Indigenous (Orang Asli) school children in Malaysia","author":"Omar","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","first-page":"609","DOI":"10.3329\/bjms.v19i4.46614","article-title":"The visual and Refractive status in one sample Population of \u2018orang asli\u2019(Indigenous) children in Hulu Langat, Selangor","volume":"19","author":"Fairuz","year":"2020","journal-title":"Bangladesh J. Med Sci"},{"key":"ref21","first-page":"168","volume-title":"Visual Health and its Relationship with Screen Time among School Children: A Cross-Sectional Study in Sarawak, Malaysia","author":"Leng","year":"2021"},{"key":"ref22","volume-title":"Refractive Errors among Urban Poor Population in Shah Alam","author":"Isa","year":"2021"},{"key":"ref23","doi-asserted-by":"publisher","first-page":"106","DOI":"10.51329\/mehdioptometry158","article-title":"Prevalence of Refractive errors among school children in Wangsa Maju, Kuala Lumpur, Malaysia","volume":"3","author":"Ismail","year":"2022","journal-title":"Med Hypothesis Disc"},{"key":"ref24","first-page":"499","article-title":"Refractive error and amblyopia among primary school children in remote islands of East Coast of peninsular Malaysia","volume":"79","author":"Wardati","year":"2024","journal-title":"Med J Malaysia"},{"key":"ref25","doi-asserted-by":"publisher","first-page":"1230","DOI":"10.1136\/bjo.2006.093450","article-title":"Ethnicity-specific prevalences of refractive errors vary in Asian children in neighbouring Malaysia and Singapore","volume":"90","author":"Saw","year":"2006","journal-title":"Br J Ophthalmol"},{"key":"ref26","first-page":"497","volume-title":"Ocular biometric measurements in emmetropic and myopic Malaysian children-a population-based study","author":"Ramlee","year":"2012"},{"key":"ref27","first-page":"59","article-title":"A survey of optometric contact lens prescribing in Malaysia","volume-title":"Jurnal Sains Kesihatan Malaysia","author":"Mohidin","year":"2009"},{"key":"ref28","doi-asserted-by":"publisher","first-page":"2415","DOI":"10.1186\/1471-2415-13-16","article-title":"The screening of visual impairment among preschool children in an urban population in Malaysia; the Kuching pediatric eye study: a cross sectional study","volume":"13","author":"Premsenthil","year":"2013","journal-title":"BMC Ophthalmol"},{"key":"ref29","first-page":"234","volume-title":"Ocular Dimensions and Refractive power in Malay and Melanesian children","author":"Garner","year":"1990"},{"key":"ref30","doi-asserted-by":"publisher","first-page":"695","DOI":"10.1097\/00006324-199611000-00004","article-title":"Prevalence of visual disorders in Chinese schoolchildren","volume":"73","author":"Chung","year":"1996","journal-title":"Optom Vis Sci"},{"key":"ref31","first-page":"940","article-title":"Prevalence of refractive error in Malay primary school children in suburban area of Kota Bharu, Kelantan, Malaysia","volume":"37","author":"Hashim","year":"2008","journal-title":"Annal. Acad. Med."},{"key":"ref32","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1097\/XEB.0000000000000054","article-title":"Methodological guidance for systematic reviews of observational epidemiological studies reporting prevalence and cumulative incidence data","volume":"13","author":"Munn","year":"2015","journal-title":"Int J Evid Based Healthc"},{"key":"ref33","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1097\/OPX.0000000000000516","article-title":"The age-specific prevalence of myopia in Asia: a meta-analysis","volume":"92","author":"Pan","year":"2015","journal-title":"Optom Vis Sci"},{"key":"ref34","doi-asserted-by":"publisher","first-page":"1482","DOI":"10.1136\/bjophthalmol-2019-315575","article-title":"Review: myopia control strategies recommendations from the 2018 WHO\/IAPB\/BHVI meeting on myopia","volume":"104","author":"Ang","year":"2020","journal-title":"Br J Ophthalmol"},{"key":"ref35","doi-asserted-by":"crossref","first-page":"1","DOI":"10.21315\/mjms-08-2025-592","article-title":"Prevalence of myopia in children and adolescents: a systematic review of Malaysian prevalence studies","volume":"33","author":"Tan","year":"2026","journal-title":"Malays J Med Sci"},{"key":"ref36","doi-asserted-by":"publisher","first-page":"e633","DOI":"10.1111\/aos.13569","article-title":"Comparison of noncycloplegic and cycloplegic autorefraction in categorizing refractive error data in children","volume":"95","author":"Sankaridurg","year":"2017","journal-title":"Acta Ophthalmol"},{"key":"ref37","doi-asserted-by":"publisher","first-page":"581","DOI":"10.1111\/aos.12642","article-title":"Cycloplegic refraction is the gold standard for epidemiological studies","volume":"93","author":"Morgan","year":"2015","journal-title":"Acta Ophthalmol"},{"key":"ref38","doi-asserted-by":"publisher","first-page":"1276","DOI":"10.1111\/opo.13022","article-title":"Systematic review and meta-analysis on the agreement of non-cycloplegic and cycloplegic refraction in children","volume":"42","author":"Wilson","year":"2022","journal-title":"Ophthalmic Physiol Opt"},{"key":"ref39","doi-asserted-by":"publisher","first-page":"1322","DOI":"10.1136\/bmjophth-2023-001322","article-title":"Method comparison and overview of refractive measurements in children: implications for myopia management","volume":"9","author":"Muller","year":"2024","journal-title":"BMJ Open Ophthalmol"},{"key":"ref40","doi-asserted-by":"publisher","first-page":"492","DOI":"10.1136\/bjo.56.6.492","article-title":"Comparative study of refractive errors in West Malaysia","volume":"56","author":"Chandran","year":"1972","journal-title":"Br J Ophthalmol"},{"key":"ref41","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1167\/iovs.04-0565","article-title":"Incidence and progression of myopia in Singaporean school children","volume":"46","author":"Saw","year":"2005","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"ref42","doi-asserted-by":"publisher","first-page":"924566","DOI":"10.3389\/fpubh.2022.924566","article-title":"Prevalence of myopia: a large-scale population-based study among children and adolescents in Weifang, China","volume":"10","author":"Zhang","year":"2022","journal-title":"Front Public Health"},{"key":"ref43","doi-asserted-by":"publisher","first-page":"114","DOI":"10.3126\/nepjoph.v2i2.3717","article-title":"The patterns of refractive errors among the school children of rural and urban settings in Nepal","volume":"2","author":"Pokharel","year":"2010","journal-title":"Nepalese J Ophthalmol"},{"key":"ref44","doi-asserted-by":"publisher","first-page":"e0117349","DOI":"10.1371\/journal.pone.0117349","article-title":"Prevalence of myopia and its risk factors in urban school children in Delhi: the North India myopia study (NIM study)","volume":"10","author":"Saxena","year":"2015","journal-title":"PLoS One"},{"key":"ref45","doi-asserted-by":"publisher","first-page":"e0240750","DOI":"10.1371\/journal.pone.0240750","article-title":"Prevalence of myopia in Indian school children: Meta-analysis of last four decades","volume":"15","author":"Agarwal","year":"2020","journal-title":"PLoS One"},{"key":"ref46","doi-asserted-by":"publisher","first-page":"677","DOI":"10.1016\/j.survophthal.2017.03.006","article-title":"Myopia among schoolchildren in East Asia and Singapore","volume":"62","author":"Ding","year":"2017","journal-title":"Surv Ophthalmol"},{"key":"ref47","doi-asserted-by":"crossref","first-page":"48","DOI":"10.54352\/dozv.YCPT5231","article-title":"Prevalence of myopia in children and adults in Europe and North America","volume":"1","author":"Berke","year":"2021","journal-title":"Optometry Contact Lenses"},{"key":"ref48","doi-asserted-by":"publisher","first-page":"1489","DOI":"10.1016\/j.ophtha.2015.03.018","article-title":"Increasing prevalence of myopia in Europe and the impact of education","volume":"122","author":"Williams","year":"2015","journal-title":"Ophthalmology"},{"key":"ref49","first-page":"2824","article-title":"The natural history of myopia progression in a large diverse pediatric population","volume":"66","author":"Cheetham","year":"2025","journal-title":"Invest Ophthalmol Vis Sci"},{"key":"ref50","doi-asserted-by":"publisher","first-page":"63","DOI":"10.11622\/smedj.2019144","article-title":"School-based programme to address childhood myopia in Singapore","volume":"62","author":"Karuppiah","year":"2021","journal-title":"Singapore Med J"},{"key":"ref51","doi-asserted-by":"publisher","first-page":"12","DOI":"10.21037\/aes.2018.01.05","article-title":"Myopia prevention in Taiwan","volume":"3","author":"Wu","year":"2018","journal-title":"Annals Eye Sci"}],"container-title":["Frontiers in Public 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