Cheng Tiffany Yi-Mei, Liu Lisa, Woo Benjamin Kp
University of California, Los Angeles, Los Angeles, CA, United States.
Department of Psychiatry, University of California, Los Angeles, Los Angeles, CA, United States.
JMIR Aging. 2018 Dec 10;1(2):e11542. doi: 10.2196/11542.
Dementia is a prevalent disorder among adults and often subjects an individual and his or her family. Social media websites may serve as a platform to raise awareness for dementia and allow researchers to explore health-related data.
The objective of this study was to utilize Twitter, a social media website, to examine the content and location of tweets containing the keyword "dementia" to better understand the reasons why individuals discuss dementia. We adopted an approach that analyzed user location, user category, and tweet content subcategories to classify large publicly available datasets.
A total of 398 tweets were collected using the Twitter search application programming interface with the keyword "dementia," circulated between January and February 2018. Twitter users were categorized into 4 categories: general public, health care field, advocacy organization, and public broadcasting. Tweets posted by "general public" users were further subcategorized into 5 categories: mental health advocate, affected persons, stigmatization, marketing, and other. Placement into the categories was done through thematic analysis.
A total of 398 tweets were written by 359 different screen names from 28 different countries. The largest number of Twitter users were from the United States and the United Kingdom. Within the United States, the largest number of users were from California and Texas. The majority (281/398, 70.6%) of Twitter users were categorized into the "general public" category. Content analysis of tweets from the "general public" category revealed stigmatization (113/281, 40.2%) and mental health advocacy (102/281, 36.3%) as the most common themes. Among tweets from California and Texas, California had more stigmatization tweets, while Texas had more mental health advocacy tweets.
Themes from the content of tweets highlight the mixture of the political climate and the supportive network present on Twitter. The ability to use Twitter to combat stigma and raise awareness of mental health indicates the benefits that can potentially be facilitated via the platform, but negative stigmatizing tweets may interfere with the effectiveness of this social support.
痴呆症在成年人中是一种普遍存在的疾病,常常影响患者本人及其家庭。社交媒体网站可以作为提高痴呆症认知度的平台,并让研究人员探索与健康相关的数据。
本研究的目的是利用社交媒体网站推特,检查包含关键词“痴呆症”的推文的内容和发布地点,以更好地理解人们讨论痴呆症的原因。我们采用了一种分析用户位置、用户类别和推文内容子类别的方法来对大量公开可用数据集进行分类。
使用推特搜索应用程序编程接口,以“痴呆症”为关键词,收集了2018年1月至2月期间发布的398条推文。推特用户被分为4类:普通公众、医疗保健领域、倡导组织和公共广播。“普通公众”用户发布的推文进一步细分为5类:心理健康倡导者、患者、污名化、营销和其他。通过主题分析进行分类。
来自28个不同国家的359个不同屏幕名称撰写了398条推文。推特用户数量最多的是美国和英国。在美国境内,用户数量最多的是加利福尼亚州和得克萨斯州。大多数推特用户(281/398,70.6%)被归类为“普通公众”类别。对“普通公众”类别推文的内容分析显示,污名化(113/281,40.2%)和心理健康倡导(102/281,36.3%)是最常见的主题。在来自加利福尼亚州和得克萨斯州的推文中,加利福尼亚州的污名化推文更多,而得克萨斯州的心理健康倡导推文更多。
推文内容中的主题突出了推特上的政治氛围和支持网络的混合情况。利用推特消除污名化并提高心理健康意识的能力表明了该平台可能带来的益处,但负面的污名化推文可能会干扰这种社会支持的效果。