Competitive peer influence on knowledge contribution behaviors in online Q&A communities: a social comparison perspective

IF 5.9 3区 管理学 Q1 BUSINESS
Chencheng Shi, Ping Hu, Weiguo Fan, Liangfei Qiu
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引用次数: 0

Abstract

PurposeUsers' knowledge contribution behaviors are critical for online Q&A communities to thrive. Well-organized question threads in online Q&A communities enable users to clearly read existing answers and their evaluations before contributing. Based on the social comparison and peer influence literature, the authors examine peer influence on the informativeness of knowledge contributions in competitive settings. The authors also consider three levels of moderating factors concerning individuals' perception of competitiveness: question level, thread level and contributor level.Design/methodology/approachThe authors collected data from one of the largest online Q&A communities in China. The hypotheses were validated using hierarchical linear models with cross-classified random effects. The generalized propensity score weighting method was employed for the robustness check.FindingsThe authors demonstrate the peer influence due to social comparison concerns among knowledge contribution behaviors in the same question thread. If more prior knowledge contributors choose to contribute long answers in the question thread, the subsequent contributions are more informative. This peer influence is stronger for factual questions and questions with higher popularity of answering but weaker in recommendation-type and well-answered questions and for contributors with higher social status.Originality/valueThis research provides a new cue of peer influence on online UGC contributions in competitive settings initiated by social comparison concerns. Additionally, the authors identify three levels of moderating factors (question level, thread level and contributor level) that are specific to online Q&A settings and are related to a contributor's perception of competitiveness, which affect the direct effect of peer influence on knowledge contributions. Rather than focus on motivation and quality evaluation, the authors concentrate on the specific content of online knowledge contributions. Peer influence here is not based on an actual acquaintance or a following relationship but on answering the same question. The authors also illustrate the competitive peer influence in subjective and personalized behaviors in online UGC communities.
竞争同伴对在线问答社区知识贡献行为的影响:社会比较视角
目的用户的知识贡献行为对于在线问答社区的繁荣至关重要。在线问答社区中组织良好的问题线索使用户能够在做出贡献之前清楚地阅读现有答案和他们的评价。基于社会比较和同伴影响文献,作者考察了竞争环境中同伴影响对知识贡献信息性的影响。作者还考虑了影响个人竞争力感知的三个层次的调节因素:问题层次、线索层次和贡献者层次。设计/方法论/方法作者从中国最大的在线问答社区之一收集数据。使用具有交叉分类随机效应的分层线性模型对这些假设进行了验证。稳健性检验采用广义倾向得分加权法。研究结果表明,在同一问题线索中,知识贡献行为之间由于社会比较关注而产生的同伴影响。如果更多的先验知识贡献者选择在问题线索中贡献长答案,那么后续的贡献会提供更多信息。对于事实问题和回答率较高但推荐类型和回答良好的问题较弱的问题,以及社会地位较高的贡献者,这种同伴影响更强。原创性/价值这项研究提供了一个新的线索,即在竞争环境中,由社会比较问题引发的同伴对在线UGC贡献的影响。此外,作者确定了三个层次的调节因素(问题层次、线索层次和贡献者层次),这些因素特定于在线问答环境,并与贡献者的竞争力感知有关,这会影响同伴影响对知识贡献的直接影响。作者没有关注动机和质量评估,而是专注于在线知识贡献的具体内容。这里的同伴影响不是基于实际的熟人或跟随的关系,而是基于回答同一个问题。作者还说明了在线UGC社区中竞争性同伴对主观和个性化行为的影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Internet Research
Internet Research 工程技术-电信学
CiteScore
11.20
自引率
10.20%
发文量
85
审稿时长
>12 weeks
期刊介绍: This wide-ranging interdisciplinary journal looks at the social, ethical, economic and political implications of the internet. Recent issues have focused on online and mobile gaming, the sharing economy, and the dark side of social media.
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