利用社会认知理论让休眠用户重新参与问答社区:对 StackOverflow 活跃参与者的案例研究

IF 5.9 3区 管理学 Q1 BUSINESS
Sohaib Mustafa , Wen Zhang , Muhammad Mateen Naveed , Dur e Adan
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引用次数: 0

摘要

在线问答社区受到低用户参与度的严重威胁。尽管研究人员已经对知识贡献的各个方面进行了研究,并提出了有益的建议,但目前还很少有关于持续活跃参与者的知识贡献模式以及同伴认可的调节作用的综合性研究,而同伴认可有助于改善低参与度和重新吸引不活跃用户。根据自我决定和社会认知理论,社区环境会影响同伴,并在其参与模式中模仿榜样或可靠来源。我们利用社会认知理论和自我决定理论研究了 2010 年至 2020 年 StackOverflow 最可靠的活跃用户,并利用研究结果重新激活休眠用户。我们使用了两步动态系统 GMM 模型,以获得稳健可靠的研究结果。研究发现,同伴排斥、声誉和在线社交互动会对贡献的知识产生有利影响。然而,求知和获得金牌、铜牌等虚拟徽章通常会对其产生负面影响。此外,研究还发现,虚拟徽章对贡献知识的影响受到同伴认可的正向调节。然而,同伴认可会减少社会互动和声誉对贡献知识的影响。研究结果推动了知识体系的发展,并为提高低参与度、重新吸引不活跃用户以及培养创新知识共享文化提供了全面的管理意义。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using social Cognitive theory to reengage dormant users in question and answer Communities: A case study of active StackOverflow participants

Online question-and-answer communities are seriously threatened by low user participation. There is currently a rare comprehensive study on the knowledge contribution pattern of consistently active participants and the moderating role of peer recognition, which can help improve low participation and reengage inactive users, despite researchers having examined the various facets of knowledge contribution and made helpful suggestions. As per the self-determination and social cognitive theory, the communal environment impacts peers and imitates role models or reliable sources in their involvement patterns. We have examined StackOverflow’s most reliable active users from 2010 to 2020 using the social cognition and self-determination theories to use the findings to reactivate dormant users. We have used a two-step dynamic system GMM model to get robust and reliable findings. The research discovered that peer repudiation, reputation, and online social interactions favorably affect the contributed knowledge. However, knowledge-seeking and earning virtual badges such as gold and bronze usually negatively impact it. Furthermore, it was revealed that the effect of virtual badges on contributed knowledge was positively moderated by peer recognition. However, peer recognition reduces the benefits of social interaction and reputation on the contributed knowledge. The study’s findings advance the body of knowledge and provide thorough management implications for raising low participation, reengaging inactive users, and cultivating a culture of innovative sharing of knowledge.

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来源期刊
Electronic Commerce Research and Applications
Electronic Commerce Research and Applications 工程技术-计算机:跨学科应用
CiteScore
10.10
自引率
8.30%
发文量
97
审稿时长
63 days
期刊介绍: Electronic Commerce Research and Applications aims to create and disseminate enduring knowledge for the fast-changing e-commerce environment. A major dilemma in e-commerce research is how to achieve a balance between the currency and the life span of knowledge. Electronic Commerce Research and Applications will contribute to the establishment of a research community to create the knowledge, technology, theory, and applications for the development of electronic commerce. This is targeted at the intersection of technological potential and business aims.
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