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社交媒体用户发布更多支持文化价值观的情感内容,但更容易受到违反文化价值观的情感内容的影响。

Social media users produce more affect that supports cultural values, but are more influenced by affect that violates cultural values.

机构信息

Department of Psychology, Stanford University.

Department of Global and Interdisciplinary Studies, Hosei University.

出版信息

J Pers Soc Psychol. 2021 Nov;121(5):969-983. doi: 10.1037/pspa0000282. Epub 2021 Sep 6.

Abstract

Although social media plays an increasingly important role in communication around the world, social media research has primarily focused on Western users. Thus, little is known about how cultural values shape social media behavior. To examine how cultural affective values might influence social media use, we developed a new sentiment analysis tool that allowed us to compare the affective content of Twitter posts in the United States (55,867 tweets, 1,888 users) and Japan (63,863 tweets, 1,825 users). Consistent with their respective cultural affective values, U.S. users primarily produced positive (vs. negative) posts, whereas Japanese users primarily produced low (vs. high) arousal posts. Contrary to cultural affective values, however, U.S. users were more influenced by changes in others' high arousal negative (e.g., angry) posts, whereas Japanese were more influenced by changes in others' high arousal positive (e.g., excited) posts. These patterns held after controlling for differences in baseline exposure to affective content, and across different topics. Together, these results suggest that across cultures, while social media users primarily produce content that supports their affective values, they are more influenced by content that violates those values. These findings have implications for theories about which affective content spreads on social media, and for applications related to the optimal design and use of social media platforms around the world. (PsycInfo Database Record (c) 2021 APA, all rights reserved).

摘要

尽管社交媒体在全球范围内的交流中扮演着越来越重要的角色,但社交媒体研究主要集中在西方用户上。因此,对于文化价值观如何塑造社交媒体行为,我们知之甚少。为了研究文化情感价值观如何影响社交媒体的使用,我们开发了一种新的情感分析工具,使我们能够比较美国(55867 条推文,1888 名用户)和日本(63863 条推文,1825 名用户)推特上的情感内容。与各自的文化情感价值观一致,美国用户主要发布积极(而非消极)的帖子,而日本用户主要发布低(而非高)唤醒的帖子。然而,与文化情感价值观相反的是,美国用户更容易受到他人高唤醒负面(例如,愤怒)帖子变化的影响,而日本用户更容易受到他人高唤醒积极(例如,兴奋)帖子变化的影响。这些模式在控制了对情感内容的基线暴露差异以及不同主题后仍然成立。总之,这些结果表明,在不同文化中,尽管社交媒体用户主要发布符合其情感价值观的内容,但他们更容易受到违反这些价值观的内容的影响。这些发现对于关于哪些情感内容在社交媒体上传播的理论以及与全球社交媒体平台的最佳设计和使用相关的应用具有启示意义。(PsycInfo 数据库记录(c)2021 APA,保留所有权利)。

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