政治中的基调并非系统地与宏观趋势,意识形态或经验有关
Christian Pipal1, Bert N Bakker2, Gijs Schumacher3
1Department of Communication and Media Research, University of Zurich, Zurich, Switzerland. c.pipal@ikmz.uzh.ch.
Scientific reports
|February 8, 2024
概括
政治语调的变化并不是由经济,福祉或意识形态来解释的. 一项大规模的欧洲研究发现,这些因素与立法辩论或政治演讲的语气之间没有系统的联系.
科学领域:
- 政治科学 政治科学是指政治学.
- 计算语言学 计算语言学
- 社会学 社会学 社会学
背景情况:
- 现有的研究表明,政治语调的变化与经济,语言,福祉或意识形态因素有关.
- 之前的研究经常孤立地测试这些联系,在单个国家内或使用有限的数据.
研究的目的:
- 调查多个国家和随着时间的推移,欧洲政治中语调变化的驱动因素.
- 提供对影响政治话语语调的因素的综合性,经验强有力的分析.
主要方法:
- 利用半监督的情感主题模型来量化政治语言中的极性和兴奋.
- 在30年间,在7个欧洲国家进行了预先注册的多元化分析,检查了立法辩论,领导人的演讲和政党宣言.
主要成果:
- 没有发现政治语调与经济,福祉或意识形态等声称因素之间的系统关系.
- 在不同的数据源 (议会辩论,领导人演讲,宣言) 上复制了这些零结果.
- 没有观察到政治语言中增加消极性或情绪化的普遍趋势.
结论:
- 这项研究挑战了解释政治语调变化的理论.
- 强调需要多语言,跨国分析,以便对政治中的情绪进行有效的概括.
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