声誉资产与社交媒体营销活跃度:来自中国的实证分析

Anders C. Johansson, Zhen Zhu
{"title":"声誉资产与社交媒体营销活跃度:来自中国的实证分析","authors":"Anders C. Johansson, Zhen Zhu","doi":"10.2139/ssrn.3908415","DOIUrl":null,"url":null,"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.","PeriodicalId":319647,"journal":{"name":"DecisionSciRN: Decision-Making in Marketing (Topic)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Reputational Assets and Social Media Marketing Activeness: Empirical Insights from China\",\"authors\":\"Anders C. Johansson, Zhen Zhu\",\"doi\":\"10.2139/ssrn.3908415\",\"DOIUrl\":null,\"url\":null,\"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.\",\"PeriodicalId\":319647,\"journal\":{\"name\":\"DecisionSciRN: Decision-Making in Marketing (Topic)\",\"volume\":\"47 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-08-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"DecisionSciRN: Decision-Making in Marketing (Topic)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.2139/ssrn.3908415\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"DecisionSciRN: Decision-Making in Marketing (Topic)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.2139/ssrn.3908415","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

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。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Reputational Assets and Social Media Marketing Activeness: Empirical Insights from China
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.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信