Choi Jamie H, Ong Erin S, Munir Wuqaas M
Department of Ophthalmology and Visual Sciences, University of Maryland School of Medicine, Baltimore, MD.
Eye Contact Lens. 2023 Jan 1;49(1):25-29. doi: 10.1097/ICL.0000000000000943. Epub 2022 Oct 6.
The purpose of this study is to evaluate if social media and Google search data can identify seasonal and geographic trends in the incidence of corneal ulcers in the United States.
This is a case series of all corneal ulcer-related data collected from two major social media platforms and Google trends from US users between 2017 and 2021. Instagram and Twitter were searched for posts and hashtags related to "corneal ulcer." Web and image search volume of "corneal ulcer" were collected from Google trends ( https://trends.google.com ). Data were compared between seasons, defined by 3-month intervals, and chi-square tests were used to determine the statistical significance.
One hundred and sixty-five individuals (79% female) and 164 individuals (79% female) posted personal new corneal ulcer diagnoses on Twitter and Instagram, respectively. Summer resulted in the highest number of both Twitter (34%, P =0.07) and Instagram (33%, P =0.68) posts. Summer was also the most popular season for Google web and image searches of "corneal ulcer" (search volume average of 58.4 and 41.2, P =0.74 and P =0.01, respectively, with 100 being peak popularity). Across all platforms, the South was the most represented (32% Twitter, 38% Instagram, 32% Google Web, and 33% Google Images).
Our results indicate that social media and Google trends may reflect seasonal and geographic patterns of corneal ulcer incidence in the United States. However, further study with increased power is needed.
本研究旨在评估社交媒体和谷歌搜索数据能否识别美国角膜溃疡发病率的季节性和地理趋势。
这是一个病例系列研究,收集了2017年至2021年期间从两个主要社交媒体平台收集的所有与角膜溃疡相关的数据以及美国用户的谷歌趋势数据。在照片墙(Instagram)和推特(Twitter)上搜索与“角膜溃疡”相关的帖子和主题标签。从谷歌趋势(https://trends.google.com)收集“角膜溃疡”的网络搜索量和图片搜索量。按3个月间隔定义季节,比较各季节的数据,并使用卡方检验确定统计学意义。
分别有165人(79%为女性)和164人(79%为女性)在推特和照片墙上发布了个人新诊断角膜溃疡的信息。夏季在推特(34%,P = 0.07)和照片墙(33%,P = 0.68)上发布的帖子数量最多。夏季也是谷歌网络和图片搜索“角膜溃疡”最热门的季节(搜索量平均分别为58.4和41.2,P分别为0.74和0.01,峰值为100)。在所有平台上,来自美国南部的信息占比最高(推特占32%,照片墙占38%,谷歌网络占32%,谷歌图片占33%)。
我们的结果表明,社交媒体和谷歌趋势可能反映了美国角膜溃疡发病率的季节性和地理模式。然而,需要进行更有说服力的进一步研究。