Yashpal Shahen, Raghunath Ananditha, Gencerliler Nihan, Burns Lorel E
College of Dentistry, New York University, New York, NY, United States.
Computer Science & Engineering, University of Washington, Seattle, WA, United States.
JMIR Form Res. 2022 Jul 1;6(7):e36315. doi: 10.2196/36315.
Dental care expenses are reported to present higher financial barriers than any other type of health care service in the United States. Social media platforms such as Twitter have become a source of public health communication and surveillance. Previous studies have demonstrated the usefulness of Twitter in exploring public opinion on aspects of dental care. To date, no studies have leveraged Twitter to examine public sentiments regarding dental care affordability in the United States.
The aim of this study is to understand public perceptions of dental care affordability in the United States on the social media site, Twitter.
Tweets posted between September 1, 2017, and September 30, 2021, were collected using the Snscrape application. Query terms were selected a priori to represent dentistry and financial aspects associated with dental treatment. Data were analyzed qualitatively using both deductive and inductive approaches. In total, 8% (440/5500) of all included tweets were coded to identify prominent themes and subthemes. The entire sample of included tweets were then independently coded into thematic categories. Quantitative data analyses included geographic distribution of tweets by state, volume analysis of tweets over time, and distribution of tweets by content theme.
A final sample of 5314 tweets were included in the study. Thematic analysis identified the following prominent themes: (1) general sentiments (1614 tweets, 30.4%); (2) delaying or forgoing dental care (1190 tweets, 22.4%); (3) payment strategies (1019 tweets, 19.2%); (4) insurance (767 tweets, 14.4%); and (5) policy statements (724 tweets, 13.6%). Geographic distributions of the tweets established California, Texas, Florida, and New York as the states with the most tweets. Qualitative analysis revealed barriers faced by individuals to accessing dental care, strategies taken to cope with dental pain, and public perceptions on aspects of dental care policy. The volume and thematic trends of the tweets corresponded to relevant societal events, including the COVID-19 pandemic and debates on health care policy resulting from the election of President Joseph R. Biden.
The findings illustrate the real-time sentiment of social media users toward the cost of dental treatment and suggest shortcomings in funding that may be representative of greater systemic failures in the provision of dental care. Thus, this study provides insights for policy makers and dental professionals who strive to increase access to dental care.
据报道,在美国,牙科护理费用比任何其他类型的医疗保健服务都呈现出更高的经济障碍。推特等社交媒体平台已成为公共卫生交流和监测的一个来源。先前的研究已经证明了推特在探索公众对牙科护理各方面看法方面的有用性。迄今为止,还没有研究利用推特来审视美国公众对牙科护理可负担性的看法。
本研究的目的是了解美国公众在社交媒体网站推特上对牙科护理可负担性的看法。
使用Snscrape应用程序收集2017年9月1日至2021年9月30日期间发布的推文。事先选择查询词以代表牙科以及与牙科治疗相关的财务方面。使用演绎和归纳方法对数据进行定性分析。总共对所有纳入推文中的8%(440/5500)进行编码,以识别突出的主题和子主题。然后将纳入推文的整个样本独立编码为主题类别。定量数据分析包括按州划分的推文地理分布、推文随时间的数量分析以及按内容主题划分的推文分布。
该研究纳入了5314条推文的最终样本。主题分析确定了以下突出主题:(1)总体情绪(1614条推文,30.4%);(2)推迟或放弃牙科护理(1190条推文,22.4%);(3)支付策略(1019条推文,19.2%);(4)保险(767条推文,14.4%);以及(5)政策声明(724条推文,13.6%)。推文的地理分布确定加利福尼亚州、得克萨斯州、佛罗里达州和纽约州是推文最多的州。定性分析揭示了个人在获得牙科护理方面面临的障碍、为应对牙痛采取的策略以及公众对牙科护理政策各方面的看法。推文的数量和主题趋势与相关社会事件相对应,包括新冠疫情以及因约瑟夫·R·拜登总统当选而引发的医疗保健政策辩论。
研究结果说明了社交媒体用户对牙科治疗费用的实时看法,并表明资金方面的不足,这可能代表了牙科护理提供方面更大的系统性失败。因此,本研究为努力增加牙科护理可及性的政策制定者和牙科专业人员提供了见解。