Experimental evidence of massive-scale emotional contagion through social networks

被引:1709
作者
Kramer, Adam D. I. [1 ]
Guillory, Jamie E. [2 ]
Hancock, Jeffrey T. [3 ,4 ]
机构
[1] Facebook Inc, Core Data Sci Team, Menlo Pk, CA 94025 USA
[2] Univ Calif San Francisco, Ctr Tobacco Control Res & Educ, San Francisco, CA 94143 USA
[3] Cornell Univ, Dept Commun, Ithaca, NY 14853 USA
[4] Cornell Univ, Dept Informat Sci, Ithaca, NY 14853 USA
关键词
computer-mediated communication; social media; big data;
D O I
10.1073/pnas.1320040111
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
引用
收藏
页码:8788 / 8790
页数:3
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