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Song D, Lim S, Park J, Demer JL. Linear viscoelasticity of human sclera and posterior ocular tissues during tensile creep. J Biomech 2023; 151:111530. [PMID: 36933327 DOI: 10.1016/j.jbiomech.2023.111530] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2022] [Revised: 02/21/2023] [Accepted: 03/02/2023] [Indexed: 03/13/2023]
Abstract
PURPOSE Despite presumed relevance to ocular diseases, the viscoelastic properties of the posterior human eye have not been evaluated in detail. We performed creep testing to characterize the viscoelastic properties of ocular regions, including the sclera, optic nerve (ON) and ON sheath. METHODS We tested 10 pairs of postmortem human eyes of average age 77 ± 17 years, consisting of 5 males and 5 females. Except for the ON that was tested in native shape, tissues were trimmed into rectangles. With physiologic temperature and constant wetting, tissues were rapidly loaded to tensile stress that was maintained by servo feedback as length was monitored for 1,500 sec. Relaxation modulus was computed using Prony series, and Deborah numbers estimated for times scales of physiological eye movements. RESULTS Correlation between creep rate and applied stress level was negligible for all tissues, permitting description as linear viscoelastic materials characterized by lumped parameter compliance equations for limiting behaviors. The ON was the most compliant, and anterior sclera least compliant, with similar intermediate values for posterior sclera and ON sheath. Sensitivity analysis demonstrated that linear behavior eventually become dominant after long time. For the range of typical pursuit tracking, all tissues exhibit Debora numbers less than 75, and should be regarded as viscoelastic. With a 6.7 Deborah number, this is especially so for the ON during pursuit and convergence. CONCLUSIONS Posterior ocular tissues exhibit creep consistent with linear viscoelasticity necessary for describing biomechanical behavior of the ON, its sheath, and sclera during physiological eye movements and eccentric ocular fixations. Running Head: Tensile Creep of Human Ocular Tissues.
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Affiliation(s)
- Dooseop Song
- Department of Mechanical Engineering, University of California, Los Angeles, United States; Department of Ophthalmology, Stein Eye Institute, University of California, Los Angeles, United States
| | - Seongjin Lim
- Department of Mechanical Engineering, University of California, Los Angeles, United States; Department of Ophthalmology, Stein Eye Institute, University of California, Los Angeles, United States
| | - Joseph Park
- Department of Ophthalmology, Stein Eye Institute, University of California, Los Angeles, United States
| | - Joseph L Demer
- Department of Ophthalmology, Stein Eye Institute, University of California, Los Angeles, United States; Department of Bioengineering, University of California, Los Angeles, United States; Department of Neurology, University of California, Los Angeles, United States.
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Dhakal R, Rudrapankte JR, Chittajallu HSNS, Lawrenson JG, Huntjens B, Shah R, Verkicharla PK. Development and validation of a 'MyLyt' wearable light tracking device. Ophthalmic Physiol Opt 2023; 43:132-140. [PMID: 36271902 DOI: 10.1111/opo.13061] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2022] [Revised: 09/23/2022] [Accepted: 09/23/2022] [Indexed: 12/27/2022]
Abstract
PURPOSE We developed a clip-on light tracker (MyLyt) for estimating light exposure in real time. This study aimed at validating and investigating the feasibility of using MyLyt in children and adults. METHOD The study was conducted in two phases. Phase 1 involved validation against a factory-calibrated digital lux meter in three separate conditions: controlled environmental set-up, outdoors and indoors where intra-test (two measurements by the same tracker), inter-test (measurements among trackers) and inter-device (MyLyt tracker and lux meter) validations were conducted. Phase 2 involved a feasibility study where MyLyt was used in a real-world setting by 21 adults and 8 children. Participants were asked to log their real-time movements in an 'activity diary', which were correlated with the lux levels measured by the tracker. RESULTS A strong positive correlation and non-significant difference in the recorded mean illuminance levels were observed during intra-test (inter-class correlation: 1.00, p = 0.99), inter-test (0.91-1.00, p > 0.15) and inter-device (0.91-1.00, p > 0.56) validation in all three testing conditions (p > 0.49), except the indoor location. While the lux level measured by MyLyt was significantly higher than that of the lux meter (p < 0.01) in the indoor locations, differences were minimal and clinically insignificant. A Bland-Altman plot showed a minimal mean difference (95% limits of agreement) between the MyLyt tracker and lux meter in all three conditions (controlled environmental set-up: 641 [-949, 2230], outdoor: 74 [-2772, 2920] and indoor: -35 [-151, 80] lux). Phase 2 validation showed an expected illuminance level against the corresponding location with high sensitivity (97.8%) and specificity (99%) to accurately differentiate between outdoor and indoor locations. CONCLUSION The MyLyt tracker showed good repeatability, strong correlation and comparable values with the lux meter in the three tested conditions, making it suitable for tracking light exposure patterns for both research and clinical purposes.
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Affiliation(s)
- Rohit Dhakal
- Myopia Research Lab, Prof. Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, India.,Infor Myopia Centre, Brien Holden Institute of Optometry and Vision Sciences, L V Prasad Eye Institute, Hyderabad, India.,Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
| | | | | | - John G Lawrenson
- Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
| | - Byki Huntjens
- Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
| | - Rakhee Shah
- Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
| | - Pavan K Verkicharla
- Myopia Research Lab, Prof. Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, India.,Infor Myopia Centre, Brien Holden Institute of Optometry and Vision Sciences, L V Prasad Eye Institute, Hyderabad, India
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3
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Yang G, Zhang M, Ujihara H, Xu J, Zhou S. A Comparative Study on Visual Health and Physical Activity of Chinese and Japanese Children Aged 6-12 Years. Am J Health Behav 2022; 46:567-575. [PMID: 36333827 DOI: 10.5993/ajhb.46.5.7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
OBJECTIVES In this study, we compare the visual acuity levels and physical activity participation of Chinese and Japanese children. METHODS We collected data on static visual acuity, kinetic visual acuity, axial length, intensity, frequency, duration, amount, and physical activity items of 431 children aged 6-12 years from Chinese and Japanese schools in the same city. Our analysis examined the relationships involving age, visual function indicators, ocular biometric parameters, and extracurricular physical activity. RESULTS We found the myopia rate higher in Chinese children than in Japanese children, increasing with age except in grade 4; kinetic visual acuity in Chinese children was lower than in Japanese children (p<.01). The axial length becomes longer with age in both groups, with Chinese children having a longer axial length than Japanese children. The amount of physical activity in Chinese and Japanese children aged 6-12 years fluctuates. The frequency, duration, and physical activity items are lower in Chinese children than Japanese (p<.01). CONCLUSIONS Chinese and Japanese children's overall static visual acuity development level shows a decreasing trend, and Japanese children have better kinetic visual acuity and physical activity participation than Chinese children. Physical activity could have an impact on visual acuity.
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Affiliation(s)
- Ganfeng Yang
- School of Physical Education, Soochow University, Suzhou, China
| | - Meng Zhang
- School of Physical Education, Soochow University, Suzhou, China
| | | | - Jianrong Xu
- School of Physical Education, Soochow University, Suzhou, China
| | - Sheng Zhou
- School of Physical Education, Soochow University, Suzhou, China
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Dhakal R, Shah R, Huntjens B, Verkicharla PK, Lawrenson JG. Time spent outdoors as an intervention for myopia prevention and control in children: an overview of systematic reviews. Ophthalmic Physiol Opt 2022; 42:545-558. [PMID: 35072278 PMCID: PMC9305934 DOI: 10.1111/opo.12945] [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: 08/28/2021] [Revised: 12/02/2021] [Accepted: 12/04/2021] [Indexed: 12/22/2022]
Abstract
PURPOSE Outdoor light exposure is considered a safe and effective strategy to reduce myopia development and aligns with existing public health initiatives to promote healthier lifestyles in children. However, it is unclear whether this strategy reduces myopia progression in eyes that are already myopic. This study aims to conduct an overview of systematic reviews (SRs) reporting time spent outdoors as a strategy to prevent myopia or slow its progression in children. METHODS We searched the Cochrane Library, EMBASE, MEDLINE and CINAHL from inception to 1 November 2020 to identify SRs that evaluated the association between outdoor light exposure and myopia development or progression in children. Outcomes included incident myopia, prevalent myopia and change in spherical equivalent refraction (SER) and axial length (AL) to evaluate annual rates of myopia progression. The methodological quality and risk of bias of included SRs were assessed using the AMSTAR-2 and ROBIS tools, respectively. RESULTS Seven SRs were identified, which included data from 47 primary studies with 63,920 participants. Pooled estimates (risk or odds ratios) consistently demonstrated that time outdoors was associated with a reduction in prevalence and incidence of myopia. In terms of slowing progression in eyes that were already myopic, the reported annual reductions in SER and AL from baseline were small (0.13-0.17 D) and regarded as clinically insignificant. Methodological quality assessment using AMSTAR-2 found that all reviews had one or more critical flaws and the ROBIS tool identified a low risk of bias in only two of the included SRs. CONCLUSION This overview found that increased exposure to outdoor light reduces myopia development. However, based on annual change in SER and AL, there is insufficient evidence for a clinically significant effect on myopia progression. The poor methodological quality and inconsistent reporting of the included systematic reviews reduce confidence in the estimates of effect.
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Affiliation(s)
- Rohit Dhakal
- Myopia Research Lab, Prof. Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, India.,Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
| | - Rakhee Shah
- Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
| | - Byki Huntjens
- Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
| | - Pavan K Verkicharla
- Myopia Research Lab, Prof. Brien Holden Eye Research Centre, L V Prasad Eye Institute, Hyderabad, India
| | - John G Lawrenson
- Centre for Applied Vision Research, School of Health Sciences, City, University of London, London, UK
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Demer JL, Clark RA, Suh SY, Giaconi JA, Nouri-Mahdavi K, Law SK, Bonelli L, Coleman AL, Caprioli J. Optic Nerve Traction During Adduction in Open Angle Glaucoma with Normal versus Elevated Intraocular Pressure. Curr Eye Res 2020; 45:199-210. [PMID: 31453714 PMCID: PMC7398593 DOI: 10.1080/02713683.2019.1660371] [Citation(s) in RCA: 20] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2019] [Revised: 08/05/2019] [Accepted: 08/21/2019] [Indexed: 12/15/2022]
Abstract
Purpose/Aim: We used magnetic resonance imaging (MRI) to investigate effects of intraocular pressure (IOP), race, and other factors on optic nerve (ON) traction in adduction, a phenomenon proposed as neuropathic in open angle glaucoma (OAG).Materials and Methods: Thirty-five patients with OAG (26 with maximal untreated IOP ≤21 mmHg, 9 with IOP >21mmHg) and 48 controls underwent axial and quasi-coronal MRI in central gaze and large (27-33°) abduction and adduction. Some underwent MRI at smaller ductions (21-28°). Effects of presence vs. absence of OAG; within OAG whether maximum IOP level was ≤21 mmHg vs. >21 mmHg; adduction angle; race; age; and gender on ON path length and globe translation were analyzed using generalized estimating equations to account for possible intereye correlations of individual subjects.Results: Average visual field mean deviation (±standard error of mean, SEM) was -8.2 ± 1.2 dB in OAG with normal IOP, and -6.1 ± 1.4 in high IOP. In central gaze, ON path in OAG was significantly more redundant than in controls but in both groups the ON became significantly and almost equally straighter in small (~21°) or large (~27°) adduction than in central gaze. With progressive adduction only, globes retracted in OAG (P < 0.005) but not in controls; this was only weakly related to globe size and not to IOP elevation. Globe retraction in adduction was significant only in OAG, and in that group was significantly greater in Asian than white patients (P < 0.02).Conclusions: Although ON tethering in adduction is normal, progressive adduction is associated with abnormal globe retraction in OAG regardless of IOP level. This phenomenon is more prominent in Asians who have OAG. Traction in adduction may cause repetitive strain injury to the ON and peripapillary sclera, thus contributing to the optic neuropathy of glaucoma independent of IOP.
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Affiliation(s)
- Joseph L. Demer
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
- Biomedical Engineering Interdepartmental Program; University of California, Los Angeles
- Neuroscience Interdepartmental Program; University of California, Los Angeles
- Department of Neurology, University of California, Los Angeles
| | - Robert A. Clark
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
| | - Soh Youn Suh
- Department of Ophthalmology, University of California, Los Angeles
| | - JoAnn A. Giaconi
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
| | - Kouros Nouri-Mahdavi
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
| | - Simon K. Law
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
| | - Laura Bonelli
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
| | - Anne L. Coleman
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
| | - Joseph Caprioli
- Department of Ophthalmology, University of California, Los Angeles
- Stein Eye Institute; University of California, Los Angeles
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Hamm LM, Langridge F, Black JM, Anstice NS, Vuki M, Fakakovikaetau T, Grant CC, Dakin SC. Evaluation of vision screening of 5-15-year-old children in three Tongan schools: comparison of The Auckland Optotypes and Lea symbols. Clin Exp Optom 2019; 103:353-360. [PMID: 31489704 PMCID: PMC7216869 DOI: 10.1111/cxo.12958] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/15/2018] [Revised: 03/13/2019] [Accepted: 07/26/2019] [Indexed: 12/03/2022] Open
Abstract
Background Comprehensive vision screening programmes for children are an important part of public health strategy, but do not exist in many countries, including Tonga. This project set out to assess: (1) the functional vision of children attending primary schools in Tonga and (2) how a new recognition acuity test (The Auckland Optotypes displayed on a tablet computer) compares to use of a standardised eye chart in this setting. Methods Children from three Tongan primary schools were invited to participate. Acuity testing was conducted using a standardised recognition acuity chart (Lea symbols) and the tablet test displaying two formats of The Auckland Optotypes. Measures of ocular alignment, stereo acuity and non‐cycloplegic photorefraction were also taken. Results Parents of 249 children consented to participate. One child was untestable. Only 2.8 per cent of testable children achieved visual acuity worse than 0.3 logMAR in the weaker eye. Results from the Spot Photoscreener suggested that no children had myopia or hyperopia, but that some children had astigmatism. The tablet test was practical in a community setting, and showed ±0.2 logMAR limits of agreement with the Lea symbols chart. Conclusion The sample of children in Tongan primary schools had good functional vision. A modified version of the tablet acuity test is a promising option for vision screening in this context.
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Affiliation(s)
- Lisa M Hamm
- School of Optometry and Vision Science, The University of Auckland, Auckland, New Zealand.,New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Fiona Langridge
- Department of Paediatrics: Child and Youth Health and Pacific Health Section, School of Population Health, The University of Auckland, Auckland, New Zealand
| | - Joanna M Black
- School of Optometry and Vision Science, The University of Auckland, Auckland, New Zealand.,New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand
| | - Nicola S Anstice
- School of Optometry and Vision Science, The University of Auckland, Auckland, New Zealand.,New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand.,Discipline of Optometry and Vision Science, University of Canberra, Canberra, Australia
| | - Mele Vuki
- Vaiola Eye Clinic, Vaiola Hospital, Tofoa, Tongatapu, Tonga
| | | | - Cameron C Grant
- Department of Paediatrics: Child and Youth Health and Centre for Longitudinal Research - He Ara ki Mua, The University of Auckland, Auckland, New Zealand.,Department of Paediatrics, General Paediatrics, Starship Children's Hospital, Auckland, New Zealand
| | - Steven C Dakin
- School of Optometry and Vision Science, The University of Auckland, Auckland, New Zealand.,New Zealand National Eye Centre, The University of Auckland, Auckland, New Zealand.,UCL Institute of Ophthalmology, University College London, London, UK
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Jones L, Drobe B, González-Méijome JM, Gray L, Kratzer T, Newman S, Nichols JJ, Ohlendorf A, Ramdass S, Santodomingo-Rubido J, Schmid KL, Tan D, Tan KO, Vera-Diaz FA, Wong YL, Gifford KL, Resnikoff S. IMI - Industry Guidelines and Ethical Considerations for Myopia Control Report. Invest Ophthalmol Vis Sci 2019; 60:M161-M183. [PMID: 30817831 DOI: 10.1167/iovs.18-25963] [Citation(s) in RCA: 22] [Impact Index Per Article: 4.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
Purpose To discuss guidelines and ethical considerations associated with the development and prescription of treatments intended for myopia control (MC). Methods Critical review of published papers and guidance documents was undertaken, with a view to carefully considering the ethical standards associated with the investigation, development, registration, marketing, prescription, and use of MC treatments. Results The roles and responsibilities of regulatory bodies, manufacturers, academics, eye care practitioners, and patients in the use of MC treatments are explored. Particular attention is given to the ethical considerations for deciding whether to implement a MC strategy and how to implement this within a clinical trial or practice setting. Finally, the responsibilities in marketing, support, and education required to transfer required knowledge and skills to eye care practitioners and academics are discussed. Conclusions Undertaking MC treatment in minors creates an ethical challenge for a wide variety of stakeholders. Regulatory bodies, manufacturers, academics, and clinicians all share an ethical responsibility to ensure that the products used for MC are safe and efficacious and that patients understand the benefits and potential risks of such products. This International Myopia Institute report highlights these ethical challenges and provides stakeholders with recommendations and guidelines in the development, financial support, prescribing, and advertising of such treatments.
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Affiliation(s)
- Lyndon Jones
- Centre for Ocular Research & Education, School of Optometry & Vision Science, University of Waterloo, Waterloo, Canada
| | - Björn Drobe
- Essilor Research and Development, Vision Sciences AMERA, Center of Innovation and Technology AMERA, Singapore, Singapore
| | - José Manuel González-Méijome
- Clinical & Experimental Optometry Research Lab, Center of Physics (Optometry), School of Science, University of Minho, Braga, Portugal
| | - Lyle Gray
- Department of Vision Sciences, Glasgow Caledonian University, Glasgow, United Kingdom
| | - Timo Kratzer
- Carl Zeiss Vision International GmbH, Aalen, Germany
| | | | - Jason J Nichols
- University of Alabama at Birmingham, School of Optometry, Birmingham, Alabama, United States
| | - Arne Ohlendorf
- Carl Zeiss Vision International GmbH, Aalen, Germany.,Institute for Ophthalmic Research, Eberhard Karls University Tübingen, Tübingen, Germany
| | - Stephanie Ramdass
- Vision Research Institute, Michigan College of Optometry, Ferris State University, Big Rapids, Michigan, United States
| | | | - Katrina L Schmid
- School of Optometry and Vision Science, Institute of Health and Biomedical Innovation, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Donald Tan
- Ophthalmology and Visual Sciences Academic Clinical Program, Duke-National University of Singapore Medical School, Singapore Eye Research Institute, Singapore National Eye Centre, Singapore
| | - Kah-Ooi Tan
- Brien Holden Vision Institute, and School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
| | | | - Yee-Ling Wong
- Essilor Research and Development, Vision Sciences AMERA, Center of Innovation and Technology AMERA, Singapore, Singapore.,Saw Swee Hock School of Public Health, National University of Singapore, Singapore
| | - Kate L Gifford
- Private Practice and School of Optometry and Vision Science, Institute of Health and Biomedical Innovation, Faculty of Health, Queensland University of Technology, Brisbane, Australia
| | - Serge Resnikoff
- Brien Holden Vision Institute, and School of Optometry and Vision Science, University of New South Wales, Sydney, Australia
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Verkicharla PK, Ramamurthy D, Nguyen QD, Zhang X, Pu SH, Malhotra R, Ostbye T, Lamoureux EL, Saw SM. Development of the FitSight Fitness Tracker to Increase Time Outdoors to Prevent Myopia. Transl Vis Sci Technol 2017; 6:20. [PMID: 28660095 PMCID: PMC5477631 DOI: 10.1167/tvst.6.3.20] [Citation(s) in RCA: 38] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2016] [Accepted: 03/19/2017] [Indexed: 11/25/2022] Open
Abstract
Purpose To develop a fitness tracker (FitSight) to encourage children to increase time spent outdoors. To evaluate the wear pattern for this tracker and outdoor time pattern by estimating light illumination levels among children. Methods The development of the FitSight fitness tracker involved the designing of two components: (1) the smartwatch with custom-made FitSight watch application (app) to log the instant light illuminance levels the wearer is exposed to, and (2) a companion smartphone app that synchronizes the time outdoors recorded by the smartwatch to smartphone via Bluetooth communication. Smartwatch wear patterns and tracker-recorded daily light illuminance levels data were gathered over 7 days from 23 Singapore children (mean ± standard deviation age: 9.2 ± 1.4 years). Feedback about the tracker was obtained from 14 parents using a three-level rating scale: very poor/poor/good. Results Of the 14 parents, 93% rated the complete “FitSight fitness tracker” as good and 64% rated its wearability as good. While 61% of 23 children wore the watch on all study days (i.e., 0 nonwear days), 26% had 1 nonwear day, and 4.5% children each had 3, 4, and 5 nonwear days, respectively. On average, children spent approximately 1 hour in light levels greater than 1000 lux on weekdays and 1.3 hours on weekends (60 ± 46 vs. 79 ± 53 minutes, P = 0.19). Mean number of outdoor “spurts” (light illuminance levels >1000 lux) per day was 8 ± 3 spurts with spurt duration of 34 ± 32 minutes. Conclusion The FitSight tracker with its novel features may motivate children to increase time outdoors and play an important role in supplementing community outdoor programs to prevent myopia. Translational Relevance If the developed noninvasive, wearable, smartwatch-based fitness tracker, FitSight, promotes daytime outdoor activity among children, it will be beneficial in addressing the epidemic of myopia.
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Affiliation(s)
| | - Dharani Ramamurthy
- Singapore Eye Research Institute, The Academia, Singapore.,National University of Singapore, Singapore
| | | | - Xinquan Zhang
- Agency for Science, Technology and Research (ASTAR), Singapore
| | - Suan-Hui Pu
- University of Southampton, Malaysia Campus, Johor, Malaysia
| | | | | | | | - Seang-Mei Saw
- Singapore Eye Research Institute, The Academia, Singapore.,National University of Singapore, Singapore
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