新颖性
用户生成的内容
同侪效应
在线社区
社会化媒体
内容(测量理论)
心理学
万维网
社会心理学
计算机科学
互联网隐私
社会学
数学
数学分析
作者
Gordon Burtch,Qinglai He,Yili Hong,Dokyun Lee
出处
期刊:Management Science
[Institute for Operations Research and the Management Sciences]
日期:2021-05-28
卷期号:68 (5): 3488-3506
被引量:91
标识
DOI:10.1287/mnsc.2021.4040
摘要
We theorize peer awards’ effects on the volume and novelty of creative user-generated content (UGC) produced at online platform communities. We then test our hypotheses via a randomized field experiment on Reddit, wherein we randomly and anonymously assigned Reddit’s Gold Award to 905 users’ posts over a two-month period. We find that peer awards induced recipients to make longer, more frequent posts and that these effects were particularly pronounced among newer community members. Further, we show that recipients were causally influenced to engage in greater (lesser) exploitation (exploration) behavior, producing content that exhibited significantly greater textual similarity to their own past (awarded) content. However, because the effects were most pronounced among new community members, who also produce content that, in general, is systematically more novel than that of established members to begin with, this process yields a desirable outcome: larger volumes of generally novel UGC for the community. This paper was accepted by Chris Forman, information systems.
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