一个计算文本分析调查个人和语言代理之间的关系
Almog Simchon1,2, Britt Hadar3, Michael Gilead4,5
1School of Psychological Science, University of Bristol, 12A Priory Road, Bristol, BS8 1TU, UK. almogsi@post.bgu.ac.il.
Communications psychology
|September 6, 2024
概括
人们对代理的个人感觉影响了他们的语言使用,更高的代理与更具代理性的语言联系在一起. 相反,患有抑郁症的人倾向于使用较少的代理语言,强调了个人和语言代理之间的联系.
科学领域:
- 心理语言学 心理语言学
- 社会心理学 社会心理学
- 计算语言学 计算语言学
背景情况:
- 语言框架,就像被动语音一样,会影响别人的感知机构.
- 有限的研究存在于个人代理和个人自己的语言使用之间的联系.
研究的目的:
- 调查个人对个人代理权的感觉与他们使用代理语言之间的关系.
- 探索社交媒体存在和心理健康状况 (如抑郁症) 等因素如何与语言代理相关.
主要方法:
- 对三项研究中现有的实验和观察数据的分析.
- 研究1:检查了个人力量的回忆及其对代理语言的影响 (N=835).
- 研究2:评估了社交媒体追随者与代理语言 (N=270万) 之间的关联.
- 研究3:分析了Reddit数据中的语言模式,这些数据来自r/抑郁症子reddit中的个人 (N=43,140).
主要成果:
- 更高的个人代理意识与使用代理语言的增加有关.
- 更多的社交媒体追随者 (作为个人代理的代理) 与更具代理性的语言相关.
- 与一般人群相比,在r/depression subreddit上发布文章的个人表现出不那么积极的语言.
结论:
- 个人代理在很大程度上影响了语言选择,特别是使用代理语言.
- 语言使用可以作为一个个体的行为意识和心理状态的指标.
- 这些发现有助于理解内部状态和外部语言表达之间的复杂相互作用.
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