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Staying, switching, and multiplatforming of user-generated content activities: a 12-year panel study

微博 持续性 社会化媒体 独创性 用户生成的内容 计算机科学 集合(抽象数据类型) 价值(数学) 满足 互联网隐私 万维网 业务 心理学 社会心理学 机器学习 程序设计语言 生物 生态学 创造力
作者
Lei Hou,Lu Guan,Yixin Zhou,Anqi Shen,Wei Wang,Ang Luo,Heng Lu,Jonathan J. H. Zhu
出处
期刊:Internet Research [Emerald (MCB UP)]
卷期号:33 (4): 1372-1398 被引量:7
标识
DOI:10.1108/intr-07-2021-0523
摘要

Purpose User-generated content (UGC) refers to semantic and behavioral traces created by users on various social media platforms. While several waves of platforms have come and gone, the long-term sustainability of UGC activities has become a critical question that bears significance for theoretical understanding and social media practices. Design/methodology/approach Based on a large and lengthy dataset of both blogging and microblogging activities of the same set of users, a multistate survival analysis was applied to explore the patterns of users' staying, switching and multiplatforming behaviors, as well as the underlying driving factors. Findings UGC activities are generally unsustainable in the long run, and natural attrition is the primary reason, rather than competitive switching to new platforms. The availability of leisure time, expected gratification and previous experiences drive users' sustainability. Originality/value The authors adopted actual behavioral data from two generations of platforms instead of survey data on users' switching intentions. Four types of users are defined: loyal, switcher, multiplatformer and dropout. As measured by the transitions among the four states, the different sustainability behaviors are thereby studied via an integrated framework. These two originalities bridge gaps in the literature and offer new insights into exploring user sustainability in social media.
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