Adult Reconstruction and Joint Replacement Service, Hospital for Special Surgery, New York, NY; Department of Orthopaedic Surgery, NewYork-Presbyterian Hospital, Weill Cornell Medical Center, New York, NY.
Department of Orthopaedic Surgery, NewYork-Presbyterian Hospital, Weill Cornell Medical Center, New York, NY.
J Arthroplasty. 2021 Apr;36(4):1224-1231. doi: 10.1016/j.arth.2020.10.024. Epub 2020 Oct 20.
Patients considering total joint arthroplasty often search for information online regarding surgery; however, little is known about the specific topics that patients search for and the nature of the information provided. Google compiles frequently asked questions associated with a search term using machine learning and natural language processing. Links to individual websites are provided to answer each question. Analysis of this data may help improve understanding of patient concerns and inform more effective counseling.
Search terms were entered into Google for total hip and total knee arthroplasty. Frequently asked questions and associated websites were extracted to a database using customized software. Questions were categorized by topic; websites were categorized by type. JAMA Benchmark Criteria were used to assess website quality. Pearson's chi-squared and Student's t-tests were performed as appropriate.
A total of 620 questions (305 total knee arthroplasties, 315 total hip arthroplasties) were extracted with 602 associated websites. The most popular question topics were Specific Activities (23.5%), Indications/Management (15.6%), and Restrictions (13.4%). Questions related to Pain were more common in the TKA group (23.0% vs 2.5%, P < .001) compared to THA. The most common website types were Academic (31.1%), Commercial (29.2%), and Social Media (17.1%). JAMA scores (0-4) were highest for Government websites (mean 3.92, P = .005).
The most frequently asked questions on Google related to total joint arthroplasty are related to arthritis management, rehabilitation, and ability to perform specific tasks. A sizable proportion of health information provided originate from non-academic, non-government sources (64.4%), with 17.1% from social media websites.
考虑进行全关节置换术的患者经常在网上搜索与手术相关的信息;然而,人们对患者搜索的具体主题以及提供的信息性质知之甚少。谷歌使用机器学习和自然语言处理技术来编译与搜索词相关的常见问题解答。为回答每个问题提供了指向各个网站的链接。对这些数据的分析可能有助于更好地了解患者的关注点,并为更有效的咨询提供信息。
将髋关节和膝关节置换术的搜索词输入谷歌。使用定制软件将常见问题解答和相关网站提取到数据库中。根据主题对问题进行分类;根据类型对网站进行分类。使用 JAMA 基准标准评估网站质量。适当使用 Pearson 卡方检验和学生 t 检验。
共提取了 620 个问题(305 个全膝关节置换术,315 个全髋关节置换术),并附有 602 个相关网站。最受欢迎的问题主题是特定活动(23.5%)、适应证/管理(15.6%)和限制(13.4%)。与 TKA 相比,与疼痛相关的问题在 TKA 组更为常见(23.0%比 2.5%,P <.001)。最常见的网站类型是学术(31.1%)、商业(29.2%)和社交媒体(17.1%)。JAMA 评分(0-4)最高的是政府网站(平均 3.92,P =.005)。
谷歌上关于全关节置换术的最常见问题与关节炎管理、康复和执行特定任务的能力有关。大量健康信息来自非学术和非政府来源(64.4%),其中 17.1%来自社交媒体网站。