Altan Ahmet
Department of Oral and Maxillofacial Surgery, Faculty of Dentistry, Tokat Gaziosmanpaşa University, Tokat, Turkey.
J Dent Anesth Pain Med. 2021 Jun;21(3):237-244. doi: 10.17245/jdapm.2021.21.3.237. Epub 2021 Jun 1.
This study aimed to analyze Twitter users' emotional tendencies regarding oral surgery procedures before and after the coronavirus disease 2019 (COVID-19) pandemic worldwide.
Tweets posted in English before and after the COVID-19 pandemic were included in the study. Popular tweets in 2019 were searched using the keywords "tooth removal", "tooth extraction", "dental pain", "wisdom tooth", "wisdom teeth", "oral surgery", "oral surgeon", and "OMFS". In 2020, another search was conducted by adding the words "COVID" and "corona" to the abovementioned keywords. Emotions underlying the tweets were analyzed using CrystalFeel - Multidimensional Emotion Analysis. In this analysis, we focused on four emotions: fear, anger, sadness, and joy.
A total of 1240 tweets, which were posted before and after the COVID-19 pandemic, were analyzed. There was a statistically significant difference between the emotions' distribution before and after the pandemic (p < 0.001). While the sense of joy decreased after the pandemic, anger and fear increased. There was a statistically significant difference between the emotional valence distributions before and after the pandemic (p < 0.001). While a negative emotion intensity was noted in 52.9% of the messages before the pandemic, it was observed in 74.3% of the messages after the pandemic. A positive emotional intensity was observed in 29.8% of the messages before the pandemic, but was seen in 10.7% of the messages after the pandemic.
Infectious diseases, such as COVID-19, may lead to mental, emotional, and behavioral changes in people. Unpredictability, uncertainty, disease severity, misinformation, and social isolation may further increase dental anxiety and fear among people.
本研究旨在分析全球2019冠状病毒病(COVID-19)大流行前后推特用户对口腔外科手术的情绪倾向。
本研究纳入了COVID-19大流行前后发布的英文推文。使用关键词“拔牙”“牙齿拔除”“牙痛”“智齿”“智齿”“口腔外科手术”“口腔外科医生”和“口腔颌面外科”搜索2019年的热门推文。2020年,在上述关键词基础上增加“COVID”和“冠状病毒”进行另一轮搜索。使用CrystalFeel - 多维情感分析对推文背后的情绪进行分析。在该分析中,我们重点关注四种情绪:恐惧、愤怒、悲伤和喜悦。
共分析了1240条在COVID-19大流行前后发布的推文。大流行前后情绪分布存在统计学显著差异(p < 0.001)。大流行后喜悦感下降,愤怒和恐惧增加。大流行前后情感效价分布存在统计学显著差异(p < 0.001)。大流行前52.9%的信息呈现负面情绪强度,大流行后这一比例为74.3%。大流行前29.8%的信息呈现积极情绪强度,大流行后这一比例为10.7%。
COVID-19等传染病可能导致人们出现心理、情绪和行为变化。不可预测性、不确定性、疾病严重程度、错误信息和社会隔离可能进一步增加人们的牙科焦虑和恐惧。