Using big data to understand interest in myopia.

IF 1.6 4区 医学 Q3 OPHTHALMOLOGY Optometry and Vision Science Pub Date : 2024-01-01 Epub Date: 2024-01-08 DOI:10.1097/OPX.0000000000002094
Manbir Nagra, James S Wolffsohn, Neema Ghorbani-Mojarrad
{"title":"Using big data to understand interest in myopia.","authors":"Manbir Nagra, James S Wolffsohn, Neema Ghorbani-Mojarrad","doi":"10.1097/OPX.0000000000002094","DOIUrl":null,"url":null,"abstract":"<p><strong>Significance: </strong>Popularity of publicly searched myopia terminologies is reported, for example, myopia control over myopia management and myopia over nearsighted or shortsighted. Insights are also provided for searches on specific myopia control interventions. The findings offer an evidence-based starting point for public messaging and communications by clinicians, policymakers, and other industry leaders.</p><p><strong>Purpose: </strong>Public understanding of myopia can be difficult to ascertain for clinicians. Although small-scale studies provide valuable snapshots of data, findings tend to be population-specific and thus difficult to extrapolate to global audiences. In this study, big data were used to provide a more comprehensive depiction of global market interest in myopia.</p><p><strong>Methods: </strong>Google Trends data were used to analyze searches relating to myopia between January 2004 and August 2023. Data extracted were related to use of the terms myopia control and myopia management, with further searches executed for common myopia control interventions: orthokeratology, contact lenses, atropine, and glasses. Analysis into the search interest of other refractive error states, hyperopia and astigmatism, was also undertaken along with alternative terms that may be used to describe myopia. Where relevant, search trends were considered worldwide, by country, and over time.</p><p><strong>Results: </strong>Myopia was a more popular search term than common layman alternatives such as nearsighted or shortsighted. Myopia control was found to be more popular than myopia management, and of the specific myopia interventions, atropine was most popular. Compared with astigmatism and hyperopia, relative search volumes were greatest for myopia, on average accounting for approximately 50% of the relative search volume at the country level.</p><p><strong>Conclusions: </strong>The differences identified in both popularity of myopia-related search terms and specific interventions may provide the basis for improvements in public messaging and facilitate patient-practitioner communication.</p>","PeriodicalId":19649,"journal":{"name":"Optometry and Vision Science","volume":"101 1","pages":"37-43"},"PeriodicalIF":1.6000,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optometry and Vision Science","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1097/OPX.0000000000002094","RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/8 0:00:00","PubModel":"Epub","JCR":"Q3","JCRName":"OPHTHALMOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Significance: Popularity of publicly searched myopia terminologies is reported, for example, myopia control over myopia management and myopia over nearsighted or shortsighted. Insights are also provided for searches on specific myopia control interventions. The findings offer an evidence-based starting point for public messaging and communications by clinicians, policymakers, and other industry leaders.

Purpose: Public understanding of myopia can be difficult to ascertain for clinicians. Although small-scale studies provide valuable snapshots of data, findings tend to be population-specific and thus difficult to extrapolate to global audiences. In this study, big data were used to provide a more comprehensive depiction of global market interest in myopia.

Methods: Google Trends data were used to analyze searches relating to myopia between January 2004 and August 2023. Data extracted were related to use of the terms myopia control and myopia management, with further searches executed for common myopia control interventions: orthokeratology, contact lenses, atropine, and glasses. Analysis into the search interest of other refractive error states, hyperopia and astigmatism, was also undertaken along with alternative terms that may be used to describe myopia. Where relevant, search trends were considered worldwide, by country, and over time.

Results: Myopia was a more popular search term than common layman alternatives such as nearsighted or shortsighted. Myopia control was found to be more popular than myopia management, and of the specific myopia interventions, atropine was most popular. Compared with astigmatism and hyperopia, relative search volumes were greatest for myopia, on average accounting for approximately 50% of the relative search volume at the country level.

Conclusions: The differences identified in both popularity of myopia-related search terms and specific interventions may provide the basis for improvements in public messaging and facilitate patient-practitioner communication.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
利用大数据了解对近视的兴趣。
意义重大:报告了公开搜索的近视术语的受欢迎程度,例如,近视控制高于近视管理,近视高于近视或短视。此外,还对特定近视控制干预措施的搜索情况进行了深入分析。研究结果为临床医生、政策制定者和其他行业领导者向公众发布信息和进行沟通提供了一个循证起点。目的:对于临床医生来说,公众对近视的理解可能很难确定。虽然小规模研究提供了宝贵的数据快照,但研究结果往往针对特定人群,因此很难推断出全球受众。本研究利用大数据更全面地描述了全球市场对近视的兴趣:方法:使用谷歌趋势数据分析 2004 年 1 月至 2023 年 8 月期间与近视有关的搜索。提取的数据与近视控制和近视管理这两个术语的使用有关,并进一步搜索了常见的近视控制干预措施:角膜矫形术、隐形眼镜、阿托品和眼镜。此外,还分析了对其他屈光不正状态(远视和散光)的搜索兴趣,以及可能用于描述近视的其他术语。在相关情况下,还考虑了全球、国家和时间的搜索趋势:结果:与近视或短视等普通的外行替代词相比,近视是一个更受欢迎的搜索词。近视控制比近视管理更受欢迎,在具体的近视干预措施中,阿托品最受欢迎。与散光和远视相比,近视的相对搜索量最大,平均约占国家一级相对搜索量的 50%:结论:近视相关搜索词和具体干预措施在受欢迎程度上的差异可为改进公共信息提供依据,并促进患者与医生之间的沟通。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Optometry and Vision Science
Optometry and Vision Science 医学-眼科学
CiteScore
2.80
自引率
7.10%
发文量
210
审稿时长
3-6 weeks
期刊介绍: Optometry and Vision Science is the monthly peer-reviewed scientific publication of the American Academy of Optometry, publishing original research since 1924. Optometry and Vision Science is an internationally recognized source for education and information on current discoveries in optometry, physiological optics, vision science, and related fields. The journal considers original contributions that advance clinical practice, vision science, and public health. Authors should remember that the journal reaches readers worldwide and their submissions should be relevant and of interest to a broad audience. Topical priorities include, but are not limited to: clinical and laboratory research, evidence-based reviews, contact lenses, ocular growth and refractive error development, eye movements, visual function and perception, biology of the eye and ocular disease, epidemiology and public health, biomedical optics and instrumentation, novel and important clinical observations and treatments, and optometric education.
期刊最新文献
Case report: Acute macular neuroretinopathy post-COVID-19 infection. Exploring cognitive overload in adults with visual impairment: The association between concentration and fatigue. A pilot study of the impact of repeated blink refrainment on ocular surface temperature and the interblink period. Extended release of ciprofloxacin from commercial silicone-hydrogel and conventional hydrogel contact lenses containing vitamin E diffusion barriers. Efficacy comparison of repeated low-level red-light therapy and orthokeratology lenses for myopia control.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1