Core Data Science Team, Facebook, Inc., Menlo Park, CA 94025;
Center for Tobacco Control Research and Education, University of California, San Francisco, CA 94143; and.
Proc Natl Acad Sci U S A. 2014 Jun 17;111(24):8788-90. doi: 10.1073/pnas.1320040111. Epub 2014 Jun 2.
Emotional states can be transferred to others via emotional contagion, leading people to experience the same emotions without their awareness. Emotional contagion is well established in laboratory experiments, with people transferring positive and negative emotions to others. Data from a large real-world social network, collected over a 20-y period suggests that longer-lasting moods (e.g., depression, happiness) can be transferred through networks [Fowler JH, Christakis NA (2008) BMJ 337:a2338], although the results are controversial. In an experiment with people who use Facebook, we test whether emotional contagion occurs outside of in-person interaction between individuals by reducing the amount of emotional content in the News Feed. When positive expressions were reduced, people produced fewer positive posts and more negative posts; when negative expressions were reduced, the opposite pattern occurred. These results indicate that emotions expressed by others on Facebook influence our own emotions, constituting experimental evidence for massive-scale contagion via social networks. This work also suggests that, in contrast to prevailing assumptions, in-person interaction and nonverbal cues are not strictly necessary for emotional contagion, and that the observation of others' positive experiences constitutes a positive experience for people.
情绪状态可以通过情感传染传递给他人,使人在不知不觉中体验到相同的情绪。情感传染在实验室实验中得到了很好的证实,人们会将积极和消极的情绪传染给他人。通过一个为期 20 年的大型真实社交网络收集的数据表明,更持久的情绪(例如,抑郁、快乐)可以通过网络传递[Fowler JH,Christakis NA(2008)BMJ 337:a2338],尽管结果存在争议。在一项针对使用 Facebook 的人的实验中,我们通过减少新闻源中的情感内容来测试个体之间的非面对面互动之外是否会发生情感传染。当积极的表达方式减少时,人们会发布更少的积极帖子和更多的消极帖子;当消极的表达方式减少时,情况则相反。这些结果表明,Facebook 上其他人表达的情绪会影响我们自己的情绪,这为通过社交网络进行大规模传染提供了实验证据。这项工作还表明,与普遍的假设相反,人际互动和非言语线索对于情感传染并不是严格必要的,观察他人的积极体验对人们来说也是一种积极的体验。