什么是"理性"的意思? 自COVID-19大流行以来,关于互联网上的息护理的情绪,知识和公众看法
Joachim Peters1,2, Maria Heckel1, Eva Breindl2
1Department of Palliative care, University Hospital, Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), Erlangen, Germany.
Palliative medicine reports
|January 6, 2025
概括
随着COVID-19的流行,人们对息治疗的看法产生了负面影响,在网上增加了误解. 对互联网数据的分析揭示了持续的负面态度和错误信息,突出了针对性公共卫生沟通战略的需要.
科学领域:
- 公共卫生 公共卫生
- 数字通信数字通信
- 医学社会学 医学社会学
背景情况:
- 在大流行后,公众对息护理的看法在很大程度上是未知的.
- 在线语言数据为公众论提供了实时的洞察力.
- 分析在线话语可以为未来的卫生政策提供信息.
研究的目的:
- 评估COVID-19流行病对公众对息治疗的看法的长期影响.
- 识别和分析全球在线流传的息护理相关误解.
- 使用自然语言处理 (NLP) 来进行互联网范围内的数据分析.
主要方法:
- 在广泛的在线文本和X-post (tweet) corpora.上使用了大型语言模型NLP分析.
- 比较流行病前 (02/2018-02/2020) 和流行病/流行病后 (02/2020-02/2024) 的数据.
- 来自网站和社交媒体的六个大型语言群体的统计分析.
主要成果:
- 息护理的描述在流行病后变得更加可怕和不确定的.
- 关于息治疗的误解平均增加了44%,特别是在X.
- 负面情绪和错误信息在网络话语中持续存在.
结论:
- COVID-19大流行对在线息护理讨论的影响仍然存在.
- 对互联网话语的NLP分析揭示了公众形象和趋势.
- 发现可以指导干预反对负面态度和误解.
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