Reputational Assets and Social Media Marketing Activeness: Empirical Insights from China

Anders C. Johansson, Zhen Zhu
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Abstract

We explore the linkages between social media marketing activeness and reputational assets on digital platforms with a unique sample of over 8,000 C2C sellers on both Taobao, China’s largest C2C online shopping platform, and Sina Weibo, China’s largest microblogging platform. A unique collaborative effort between the two platforms enables us to examine whether C2C sellers are motivated to engage in marketing activities on a separate platform. Applying machine learning and NLP methods, we first identify whether C2C sellers conduct social media marketing on their microblogs. We then differentiate between earned and owned reputation factors accumulated on both platforms and test their relationships to social media marketing activeness. We find that earned reputation factors on both platforms are significantly associated with social media marketing activeness. However, we identify a conflict of owned reputation factors between the two platforms, which provides a potential explanation for the limited success of the cross-platform collaboration.
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声誉资产与社交媒体营销活跃度:来自中国的实证分析
我们以中国最大的C2C在线购物平台淘宝和中国最大的微博平台新浪微博上的8000多名C2C卖家为样本,探讨了社交媒体营销活跃度与数字平台声誉资产之间的联系。两个平台之间独特的合作努力使我们能够检查C2C卖家是否有动机在单独的平台上从事营销活动。运用机器学习和NLP方法,我们首先确定C2C卖家是否在其微博上进行社交媒体营销。然后,我们区分了在两个平台上积累的赢得和拥有的声誉因素,并测试了它们与社交媒体营销活跃度的关系。我们发现两个平台上的口碑因素与社交媒体营销活跃度显著相关。然而,我们确定了两个平台之间拥有的声誉因素的冲突,这为跨平台合作的有限成功提供了潜在的解释。
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