Using Light Meters to Investigate the Light-Myopia Association – A Literature Review of Devices and Research Methods

References

• 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(5):1036–1042. doi:10.1016/j.ophtha.2016.01.006
   PubMed Web of Science ®Google Scholar
• Karthikeyan SK, Ashwini DL, Priyanka M, Nayak A, Biswas S. Physical activity, time spent outdoors, and near work in relation to myopia prevalence, incidence, and progression: an overview of systematic reviews and meta-analyses. Indian J Ophthalmol. 2022;70(3):728–739. doi:10.4103/ijo.IJO_1564_21
   PubMed Web of Science ®Google Scholar
• Muralidharan AR, Lança C, Biswas S, et al. Light and myopia: from epidemiological studies to neurobiological mechanisms. Ther Adv Ophthalmol. 2021;13:25158414211059246. doi:10.1177/25158414211059246
   Web of Science ®Google Scholar
• Karouta C, Ashby RS. Correlation between light levels and the development of deprivation myopia. Invest Ophthalmol Vis Sci. 2014;56(1):299–309. doi:10.1167/iovs.14-15499
   PubMed Web of Science ®Google Scholar
• Biswas S, Muralidharan AR, Betzler BK, et al. A duration-dependent interaction between high-intensity light and unrestricted vision in the drive for myopia control. Invest Ophthalmol Vis Sci. 2023;64(3):31. doi:10.1167/iovs.64.3.31
   PubMed Web of Science ®Google Scholar
• Read SA, Collins MJ, Vincent SJ. Light exposure and physical activity in myopic and emmetropic children. Optom Vis Sci. 2014;91(3):330–341. doi:10.1097/OPX.0000000000000160
   PubMed Web of Science ®Google Scholar
• Read SA, Collins MJ, Vincent SJ. Light exposure and eye growth in childhood. Invest Ophthalmol Vis Sci. 2015;56(11):6779–6787. doi:10.1167/iovs.14-15978
   PubMed Web of Science ®Google Scholar
• Mirhajianmoghadam H, Piña A, Ostrin LA. Objective and subjective behavioral measures in myopic and non-myopic children during the COVID-19 pandemic. Trans Vis Sci Technol. 2021;10(11):4. doi:10.1167/tvst.10.11.4
   PubMed Web of Science ®Google Scholar
• 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(8):1239–1250. doi:10.1016/j.ophtha.2017.12.011
   PubMed Web of Science ®Google Scholar
• He M, Xiang F, Zeng Y, et al. Effect of time spent outdoors at school on the development of myopia among children in China: a randomized clinical trial. JAMA. 2015;314(11):1142–1148. doi:10.1001/jama.2015.10803
   PubMed Web of Science ®Google Scholar
• Wu P-C, Tsai C-L, Wu H-L, Yang Y-H, Kuo H-K. Outdoor activity during class recess reduces myopia onset and progression in school children. Ophthalmology. 2013;120(5):1080–1085. doi:10.1016/j.ophtha.2012.11.009
   PubMed Web of Science ®Google Scholar
• Li M, Lanca C, Tan C-S, et al. Association of time outdoors and patterns of light exposure with myopia in children. Br J Ophthalmol Epub. 2021;107:133.
   PubMed Web of Science ®Google Scholar
• Dharani R, Lee C-F, Theng ZX, et al. Comparison of measurements of time outdoors and light levels as risk factors for myopia in young Singapore children. Eye. 2012;26(7):911–918. doi:10.1038/eye.2012.49
   PubMed Web of Science ®Google Scholar
• Morgan IG, P-C W, Ostrin LA, et al. IMI risk factors for myopia. Invest Ophthalmol Vis Sci. 2021;62(5):3. doi:10.1167/iovs.62.5.3
   PubMed Web of Science ®Google Scholar
• Figueiro MG, Hamner R, Bierman A, Rea MS. Comparisons of three practical field devices used to measure personal light exposures and activity levels. Light Res Technol. 2013;45(4):421–434. doi:10.1177/1477153512450453
   PubMed Web of Science ®Google Scholar
• Read SA, Vincent SJ, Tan C-S, Ngo C, Collins MJ, Saw S-M. Patterns of daily outdoor light exposure in Australian and Singaporean children. Trans Vis Sci Technol. 2018;7(3):8. doi:10.1167/tvst.7.3.8
   PubMed Web of Science ®Google Scholar
• Bhandari KR, Mirhajianmoghadam H, Ostrin LA. Wearable sensors for measurement of viewing behavior, light exposure, and sleep. Sensors. 2021;21(21):7096. doi:10.3390/s21217096
   PubMed Web of Science ®Google Scholar
• Joyce DS, Zele AJ, Feigl B, Adhikari P. The accuracy of artificial and natural light measurements by actigraphs. J Sleep Res. 2020;29(5):e12963. doi:10.1111/jsr.12963
   PubMed Web of Science ®Google Scholar
• Howell CM, McCullough SJ, Doyle L, Murphy MH, Saunders KJ. Reliability and validity of the Actiwatch and Clouclip for measuring illumination in real-world conditions. Ophthalmic Physiol Opt. 2021;41(5):1048–1059. doi:10.1111/opo.12860
   PubMed Web of Science ®Google Scholar
• Wen L, Cheng Q, Cao Y, et al. The Clouclip, a wearable device for measuring near-work and outdoor time: validation and comparison of objective measures with questionnaire estimates. Acta Ophthalmol. 2021;99(7):e1222–e1235. doi:10.1111/aos.14785
   PubMed Web of Science ®Google Scholar
• Aarts MP, van Duijnhoven J, Aries MB, Rosemann AL. Performance of personally worn dosimeters to study non-image forming effects of light: assessment methods. Build Environ. 2017;117:60–72. doi:10.1016/j.buildenv.2017.03.002
   Web of Science ®Google Scholar
• Ulaganathan S, Read SA, Collins MJ, Vincent SJ. Measurement duration and frequency impact objective light exposure measures. Optom Vis Sci. 2017;94(5):588–597. doi:10.1097/OPX.0000000000001041
   PubMed Web of Science ®Google Scholar
• Flanagan SC, Cobice D, Richardson P, Sittlington JJ, Saunders KJ. Elevated melatonin levels found in young myopic adults are not attributable to a shift in circadian phase. Invest Ophthalmol Vis. 2020;61(8):45. doi:10.1167/iovs.61.8.45
   PubMed Web of Science ®Google Scholar
• Morgan I, Rose K. How genetic is school myopia? Prog Retin Eye Res. 2005;24(1):1–38. doi:10.1016/j.preteyeres.2004.06.004
   PubMed Web of Science ®Google Scholar
• Gordon-Shaag A, Shneor E, Doron R, Levine J, Ostrin LA. Environmental and behavioral factors with refractive error in Israeli boys. Optom Vis Sci. 2021;98(8):959–970. doi:10.1097/OPX.0000000000001755
   PubMed Web of Science ®Google Scholar
• Grzybowski A, Kanclerz P, Tsubota K, Lanca C, Saw S-M. A review on the epidemiology of myopia in school children worldwide. BMC Ophthalmol. 2020;20(1):27. doi:10.1186/s12886-019-1220-0
   PubMed Web of Science ®Google Scholar
• 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(7):882–890. doi:10.1136/bjophthalmol-2015-307724
   PubMed Web of Science ®Google Scholar
• Hashemi H, Khabazkhoob M, Asharlous A, et al. Cycloplegic autorefraction versus subjective refraction: the Tehran Eye Study. Br J Ophthalmol. 2016;100(8):1122–1127. doi:10.1136/bjophthalmol-2015-307871
   PubMed Web of Science ®Google Scholar
• Esaki Y, Kitajima T, Obayashi K, Saeki K, Fujita K, Iwata N. Daytime light exposure in daily life and depressive symptoms in bipolar disorder: a cross-sectional analysis in the APPLE cohort. J Psychiatr Res. 2019;116:151–156. doi:10.1016/j.jpsychires.2019.06.010
   PubMed Web of Science ®Google Scholar
• Scheuermaier K, Laffan AM, Duffy JF. Light exposure patterns in healthy older and young adults. J Biol Rhythms. 2010;25(2):113–122. doi:10.1177/0748730410361916
   PubMed Web of Science ®Google Scholar
• Liu L, Marler MR, Parker BA, et al. The relationship between fatigue and light exposure during chemotherapy. Support Care Cancer. 2005;13(12):1010–1017. doi:10.1007/s00520-005-0824-5
   PubMed Web of Science ®Google Scholar
• Mahroo OA, Gavin EA, Williams KM, de SE, Hammond CJ, Morrison DA. Potential effect of ‘cut-off intensity’ on correlation between light meter measurements and time outdoors. Eye (Lond). 2013;27(8):990–991. doi:10.1038/eye.2013.88
   PubMed Web of Science ®Google Scholar
• Dharani R, Lee C-F, Finkelstein EA, Saw S-M. Response to Mahroo et al. Eye (Lond). 2013;27(8):991. doi:10.1038/eye.2013.89
   PubMedGoogle Scholar
• Landis EG, Yang V, Brown DM, Pardue MT, Read SA. Dim light exposure and myopia in children. Invest Ophthalmol Vis Sci. 2018;59(12):4804–4811. doi:10.1167/iovs.18-24415
   PubMed Web of Science ®Google Scholar
• Alvarez AA. Light, Nearwork, and Visual Environment Risk Factors in Myopia. Berkeley: University of California; 2012.
   Google Scholar
• Alvarez AA, Wildsoet CF. Quantifying light exposure patterns in young adult students. J Mod Opt. 2013;60(14):1200–1208. doi:10.1080/09500340.2013.845700
   PubMed Web of Science ®Google Scholar
• Li S-M, Ran A-R, Kang M-T, et al. Effect of text messaging parents of school-aged children on outdoor time to control myopia: a randomized clinical trial. JAMA Pediatr. 2022;176(11):1077–1083. doi:10.1001/jamapediatrics.2022.3542
   PubMed Web of Science ®Google Scholar
• Ohno Y, Goodman T, Blattner P, et al. Principles governing photometry (2nd edition). Metrologia. 2020;57(2):20401. doi:10.1088/1681-7575/ab72f1
   Web of Science ®Google Scholar
• Koninklijke Philips N.V.. Actiwatch 2 - Activity Monitor; n.d. Available from: https://www.usa.philips.com/healthcare/product/HC1044809/actiwatch-2-activity-monitor. Accessed August 15, 2022.
   Google Scholar
• Koninklijke Philips N.V. Actiwatch Specification Sheet; 2019.
   Google Scholar
• Ostrin LA. Objectively measured light exposure in emmetropic and myopic adults. Optom Vis Sci. 2017;94(2):229–238. doi:10.1097/OPX.0000000000001013
   PubMed Web of Science ®Google Scholar
• Ostrin LA, Sajjadi A, Benoit JS. Objectively measured light exposure during school and summer in children. Optom Vis Sci. 2018;95(4):332–342. doi:10.1097/OPX.0000000000001208
   PubMed Web of Science ®Google Scholar
• Koninklijke Philips N.V.. Actiwatch Spectrum - Activity Monitor; n.d. Available from: https://www.usa.philips.com/healthcare/product/HC1046964/actiwatch-spectrum-activity-monitor. Accessed September 26, 2022.
   Google Scholar
• Koninklijke Philips N.V. Characterization of Light Sensor Performance for Three Models of Actiwatch: Actiwatch-64, Actiwatch 2 and Actiwatch Spectrum; 2008.
   Google Scholar
• Udovičić L, Janßen M, Nowack D, Price LLA Personenbezogene Lichtexpositionsmessungen in Feldstudien - Eine Handlungsanleitung zur Charakterisierung und Kalibrierung von Lichtexpositionsdetektoren [Light exposure measurements in field studies - A guide to action for the characterization and calibration of light exposure detectors]; 2016. German.
   Google Scholar
• Koninklijke Philips N.V. Actiwatch Spectrum Plus - Get the Actiwatch advantage; n.d. Available from: https://www.usa.philips.com/healthcare/product/HCNOCTN445/actiwatch-spectrum-plus-get-The-actiwatch-advantage. Accessed September 28, 2022.
   Google Scholar
• Koninklijke Philips N.V. Actiwatch Spectrum PRO: get the Actiwatch Advantage; n.d. Available from: https://www.usa.philips.com/healthcare/product/HCNOCTN446/actiwatch-spectrum-pro-get-The-actiwatch-advantage. Accessed October 21, 2022.
   Google Scholar
• Verkicharla PK, Ramamurthy D, Nguyen QD, et al. Development of the FitSight fitness tracker to increase time outdoors to prevent myopia. Trans Vis Sci Technol. 2017;6(3):20. doi:10.1167/tvst.6.3.20
   PubMed Web of Science ®Google Scholar
• Sony Mobile Communications Inc. User Guide: SmartWatch 3 SWR50; 2014.
   Google Scholar
• Onset Computer Corporation. HOBO^® Pendant Temperature/Light Data Logger (Part # UA-002-XX); Doc # 9556-I, MAN-UA-002; 2012.
   Google Scholar
• Ye B, Liu K, Cao S, et al. Discrimination of indoor versus outdoor environmental state with machine learning algorithms in myopia observational studies. J Transl Med. 2019;17(1):314. doi:10.1186/s12967-019-2057-2
   PubMed Web of Science ®Google Scholar
• Silicon Labs. Si1132: UV Index And Ambient Light Sensor IC With I2C Interface; 2014. Rev 1.2.
   Google Scholar
• Dhakal R, Rudrapankte JR, Chittajallu HSNS, et al. Development and validation of a ‘MyLyt’ wearable light tracking device. Ophthalmic Physiol Opt. 2023;43(1):132–140. doi:10.1111/opo.13061
   PubMed Web of Science ®Google Scholar
• Vivior AG. Vivior Mark 3+: Technical Information; n.d.
   Google Scholar
• Ostrin LA, Abbott KS, Queener HM. Attenuation of short wavelengths alters sleep and the ipRGC pupil response. Ophthalmic Physiol Opt. 2017;37(4):440–450. doi:10.1111/opo.12385
   PubMed Web of Science ®Google Scholar
• Ostrin LA, Read SA, Vincent SJ, Collins MJ. Sleep in myopic and non-myopic children. Trans Vis Sci Technol. 2020;9(9):22. doi:10.1167/tvst.9.9.22
   PubMed Web of Science ®Google Scholar
• Read SA, Pieterse EC, Alonso-Caneiro D, et al. Daily morning light therapy is associated with an increase in choroidal thickness in healthy young adults. Sci Rep. 2018;8(1):8200. doi:10.1038/s41598-018-26635-7
   PubMedGoogle Scholar
• Ulaganathan S, Read SA, Collins MJ, Vincent SJ. Daily axial length and choroidal thickness variations in young adults: associations with light exposure and longitudinal axial length and choroid changes. Exp Eye Res. 2019;189:107850. doi:10.1016/j.exer.2019.107850
   PubMed Web of Science ®Google Scholar
• Franklin KJ The effects of environment and lifestyle on eye growth. Birmingham: Aston University; 2020.
   Google Scholar
• Ulaganathan S, Read SA, Collins MJ, Vincent SJ. Influence of seasons upon personal light exposure and longitudinal axial length changes in young adults. Acta Ophthalmol. 2019;97(2):e256–e265. doi:10.1111/aos.13904
   PubMed Web of Science ®Google Scholar
• Williams R, Bakshi S, Ostrin EJ, Ostrin LA. Continuous objective assessment of near work. Sci Rep. 2019;9(1):6901. doi:10.1038/s41598-019-43408-y
   PubMedGoogle Scholar
• Abbott KS, Queener HM, Ostrin LA. The ipRGC-driven pupil response with light exposure, refractive error, and sleep. Optom Vis Sci. 2018;95(4):323–331. doi:10.1097/OPX.0000000000001198
   PubMed Web of Science ®Google Scholar
• Burfield HJ, Carkeet A, Ostrin LA. Ocular and systemic diurnal rhythms in emmetropic and myopic adults. Invest Ophthalmol Vis Sci. 2019;60(6):2237–2247. doi:10.1167/iovs.19-26711
   PubMed Web of Science ®Google Scholar
• Ostrin LA. The ipRGC-driven pupil response with light exposure and refractive error in children. Ophthalm Physiol Opt. 2018;38(5):503–515. doi:10.1111/opo.12583
   PubMed Web of Science ®Google Scholar
• Ostrin LA, Jnawali A, Carkeet A, Patel NB. Twenty-four hour ocular and systemic diurnal rhythms in children. Ophthalm Physiol Opt. 2019;39(5):358–369. doi:10.1111/opo.12633
   PubMed Web of Science ®Google Scholar
• Shneor E, Doron R, Levine J, et al. Objective behavioral measures in children before, during, and after the COVID-19 lockdown in Israel. Int J Environ Res Public Health. 2021;18(16):8732. doi:10.3390/ijerph18168732
   PubMed Web of Science ®Google Scholar
• Harb EN, Chan M, Tran A, Wildsoet CF. Characteristics of indoor and outdoor light exposure differ with refractive status in young adults [conference abstract]. Invest Ophthalmol Vis Sci. 2016;57(12):2473.
   Web of Science ®Google Scholar
• Koninklijke Philips N.V. Professional sleep and activity monitoring solutions: Actiwatch monitoring systems; 2013.
   Google Scholar
• Li L, Zhu H, Wen L, Lan W, Yang Z. An approach of combining convolution neural network and graph convolution network to predict the progression of myopia. Neural Process Lett. 2021.
   PubMed Web of Science ®Google Scholar
• Wen L, Cheng Q, Lan W, et al. An objective comparison of light intensity and near-visual tasks between rural and urban school children in china by a wearable device Clouclip. Trans Vis Sci Technol. 2019;8(6):15. doi:10.1167/tvst.8.6.15
   PubMed Web of Science ®Google Scholar
• Li L, Wen L, Lan W, Zhu H, Yang Z. A novel approach to quantify environmental risk factors of myopia: combination of wearable devices and big data science. Tran Vis Sci Technol. 2020;9(13):17. doi:10.1167/tvst.9.13.17
   Web of Science ®Google Scholar
• Wen L, Cao Y, Cheng Q, et al. Objectively measured near work, outdoor exposure and myopia in children. Br J Ophthalmol. 2020;104(11):1542–1547. doi:10.1136/bjophthalmol-2019-315258
   PubMed Web of Science ®Google Scholar
• Bhandari KR, Shukla D, Mirhajianmoghadam H, Ostrin LA. Objective measures of near viewing and light exposure in schoolchildren during COVID-19. Optom Vis Sci. 2022;99(3):241–252. doi:10.1097/OPX.0000000000001871
   PubMed Web of Science ®Google Scholar
• Hangzhou JinZhiJing Technology Co. Ltd. CLOUCLIP: Myopia Related Behavioral Control - Smart Device - Big Data; n.d.
   Google Scholar
• Saw SM, Zhang X, Pu S-H, Inventors. Device to prevent a condition or disease associated with a lack of outdoor time. WO2015152818A1. October 8, 2015.
   Google Scholar
• Schmid KL, Leyden K, Chiu Y, et al. Assessment of daily light and ultraviolet exposure in young adults. Optom Vis Sci. 2013;90(2):148–155. doi:10.1097/OPX.0b013e31827cda5b
   PubMed Web of Science ®Google Scholar
• Moafa MAM Quantifying Risk Factors for Myopia: Instrument Validation and Establishing Dosage for Light Intensity and Duration. Sydney: The University of Sydney; 2019.
   Google Scholar
• Backhouse S, Ng H, Phillips J Light exposure patterns in children - a pilot study. In: Schaeffel F, Feldkaemper M, eds. Myopia: Proceedings of the 13th International Conference: Optometry and Vision Science; 2011.
   Google Scholar
• He X, Sankaridurg P, Xiong S, et al. Shanghai Time Outside to Reduce Myopia trial: design and baseline data. Clin Exp Ophthalmol. 2019;47(2):171–178. doi:10.1111/ceo.13391
   PubMed Web of Science ®Google Scholar
• He X, Sankaridurg P, Wang J, et al. Time outdoors in reducing myopia: a school-based cluster randomized trial with objective monitoring of outdoor time and light intensity. Ophthalmology. 2022;129(11):1245–1254. doi:10.1016/j.ophtha.2022.06.024
   PubMedGoogle Scholar
• Tanrıverdi C, Tabakcı BN, Kılıç A, Mrochen MC Objective measurement of photopic illuminance rate in daily life of progressive myopic children. [poster presentation]: ARVO Annual Meeting, Vancouver, BC, Canada. 2019.
   Google Scholar
• Pajic B, Zakharov P, Pajic-Eggspuehler B, Cvejic Z. User friendliness of a wearable visual behavior monitor for cataract and refractive surgery. Appl Sci (Basel). 2020;10(6):2190. doi:10.3390/app10062190
   Web of Science ®Google Scholar
• Fan Y, Liao J, Liu S, et al. Effect of time outdoors and near-viewing time on myopia progression in 9- to 11-year-old children in Chongqing. Optom Vis Sci. 2022;99(6):489–495. doi:10.1097/OPX.0000000000001898
   PubMed Web of Science ®Google Scholar
• Nishanth S, Manoharan K, Srinivasan M, et al. Accurate measurement of outdoor activities in children with myopia: development of an affordable wearable device [conference abstract]. Invest Ophthalmol Vis Sci. 2022;63(7):2144–A0172.
   Web of Science ®Google Scholar
• Hartmeyer SL, Webler FS, Andersen M. Towards a framework for light-dosimetry studies: methodological considerations. Light Res Technol. 2022;147715352211032.
   Web of Science ®Google Scholar
• Lingham G, Mackey DA, Lucas R, Yazar S. How does spending time outdoors protect against myopia? A review. Br J Ophthalmol. 2020;104(5):593–599. doi:10.1136/bjophthalmol-2019-314675
   PubMed Web of Science ®Google Scholar
• Ding B-Y, Shih Y-F, Lin LLK, Hsiao CK, Wang I-J. Myopia among schoolchildren in East Asia and Singapore. Surv Ophthalmol. 2017;62(5):677–697. doi:10.1016/j.survophthal.2017.03.006
   PubMed Web of Science ®Google Scholar
• Gwiazda J, Deng L, Manny R, Norton TT. Seasonal variations in the progression of myopia in children enrolled in the correction of myopia evaluation trial. Invest Ophthalmol Vis Sci. 2014;55(2):752–758. doi:10.1167/iovs.13-13029
   PubMed Web of Science ®Google Scholar
• Cui D, Trier K, Munk Ribel-Madsen S. Effect of day length on eye growth, myopia progression, and change of corneal power in myopic children. Ophthalmology. 2013;120(5):1074–1079. doi:10.1016/j.ophtha.2012.10.022
   PubMed Web of Science ®Google Scholar
• Donovan L, Sankaridurg P, Ho A, et al. Myopia progression in Chinese children is slower in summer than in winter. Optom Vis Sci. 2012;89(8):1196–1202. doi:10.1097/OPX.0b013e3182640996
   PubMed Web of Science ®Google Scholar
• Henrich J, Heine SJ, Norenzayan A. The weirdest people in the world? Behav Brain Sci. 2010;33(2–3):61–135. doi:10.1017/S0140525X0999152X
   PubMed Web of Science ®Google Scholar
• Wen L, Cao Y, Huang Y, et al. Diverse visual behavior patterns in students in the same classroom [conference abstract]. Invest Ophthalmol Vis Sci. 2017;58(8):2403.
   Web of Science ®Google Scholar
• Refinetti R. Chronotype variability and patterns of light exposure of a large cohort of United States residents. Yale J Biol Med. 2019;92(2):179–186.
   PubMed Web of Science ®Google Scholar
• Markvart J, Hansen ÅM, Christoffersen J. Comparison and correction of the light sensor output from 48 wearable light exposure devices by using a side-by-side field calibration method. LEUKOS. 2015;11(3):155–171. doi:10.1080/15502724.2015.1020948
   Web of Science ®Google Scholar
• French AN, Ashby RS, Morgan IG, Rose KA. Time outdoors and the prevention of myopia. Exp Eye Res. 2013;114:58–68. doi:10.1016/j.exer.2013.04.018
   PubMed Web of Science ®Google Scholar