在Reddit (2019-2022) 上分析远程医疗讨论趋势 (2019-2022)
Roxanne E Jensen1, Jacob A Rohde2, Abigail H Muro3
1Outcomes Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences National Cancer Institute, Bethesda, Maryland, USA.
概括
在COVID-19大流行期间,远程医疗的使用激增,仍然很受欢迎. 对Reddit讨论的分析显示,对远程医疗服务的用户情绪主要是积极的.
科学领域:
- 数字健康数字健康
- 医疗信息学 医疗信息学
- 社交媒体分析 社交媒体分析
背景情况:
- 在COVID-19大流行期间,远程医疗的使用显著增加.
- 远程医疗已成为一个成熟和受欢迎的医疗保健资源.
- 了解公众对远程医疗的看法对于其持续发展至关重要.
研究的目的:
- 分析Reddit上的远程医疗讨论的频率和情绪.
- 在三年时间内确定远程医疗对话的趋势.
- 为了衡量用户对远程医疗服务的情绪.
主要方法:
- 在三年内收集了13,071个与远程医疗相关的Reddit提交的数据集.
- 分类分为一般远程医疗,个人护理,专业,新闻和COVID-19.
- 进行了情感分析,使用了基于维德词典的机器.
主要成果:
- 大多数子网专注于个人护理 (n=112),专业 (n=26) 和新闻 (n=22).
- 提交频率在疫情初期达到顶峰,然后在2022年10月份稳定下来.
- 超过一半 (56%) 的Reddit提交表达了关于远程医疗的积极情绪.
结论:
- 雷迪特用户通常对远程医疗有积极的看法.
- 自COVID-19大流行以来,Reddit上的远程医疗讨论大幅增加.
- 像Reddit这样的社交媒体平台为公众对数字健康工具的看法提供了有价值的见解.
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