Abstract
PurposeUser-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/approachBased 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.FindingsUGC 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/valueThe 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.
Subject
Economics and Econometrics,Sociology and Political Science,Communication
Reference63 articles.
1. The relationship between price paid and hotel review ratings: expectancy-disconfirmation or placebo effect?;Tourism Management,2021
2. Multistate models in survival analysis: a study of nephropathy and mortality in diabetes;Statistics in Medicine,1988
3. The mediating effect of satisfaction on consumers' switching intention;Psychology and Marketing,2007
4. Auxier, B. and Monica, A. (2021), “Social media use in 2021”, Pew Research Center, available at: https://www.pewresearch.org/internet/2021/04/07/social-media-use-in-2021/(accessed 9 February 2022).
5. Exposure to ideologically diverse news and opinion on Facebook;Science,2015
Cited by
6 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献