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Embeddedness, Prosociality, and Social Influence: Evidence from Online Crowdfunding

机译:嵌入性,亲社会性和社会影响力:来自在线众筹的证据

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This paper examines how (1) a crowdfunding campaign's prosociality (the production of a public versus private good), (2) the social network structure (embeddedness) among individuals advocating for the campaign on social media, and (3) the volume of social media activity around a campaign jointly determine fundraising from the crowd. Integrating the emerging literature on social media and crowdfunding with the literature on social networks and public goods, we theorize that prosocially, public-oriented crowdfunding campaigns will benefit disproportionately from social media activity when advocates' social media networks exhibit greater levels of embeddedness. Drawing on a panel dataset that combines campaign fundraising activity associated with more than 1,000 campaigns on Kickstarter with campaign-related social media activity on Twitter, we construct network-level measures of embeddedness between and amongst individuals initiating the latter, in terms of transitivity and topological overlap. We demonstrate that Twitter activity drives a disproportionate increase in fundraising for prosocially oriented crowdfunding campaigns when posting users' networks exhibit greater embeddedness. We discuss the theoretical implications of our findings, highlighting how our work extends prior research on the role of embeddedness in peer influence by demonstrating the joint roles of message features and network structure in the peer influence process. Our work suggests that when a transmitter's message is prosocial or cause-oriented, embeddedness will play a stronger role in determining influence. We also discuss the broader theoretical implications for the literatures on social media, crowdfunding, crowdsourcing, and private contributions to public goods. Finally, we highlight the practical implications for marketers, campaign organizers, and crowdfunding platform operators.
机译:本文研究了(1)众筹活动的社会性(生产公共物品还是私人物品),(2)倡导在社交媒体上开展活动的个人之间的社交网络结构(嵌入性)以及(3)社会数量一场运动的媒体活动共同决定了人群的筹款活动。将社会媒体和众筹的新兴文献与社会网络和公益的文献相结合,我们认为,当倡导者的社会媒体网络展现出更高的嵌入度时,以公众为导向的面向公众的众筹活动将不成比例地受益于社会媒体活动。借助面板数据集,该数据集将与Kickstarter上的1,000多个活动相关的活动筹款活动与Twitter上与活动相关的社交媒体活动相结合,我们构建了网络级别的,在传递性和拓扑性方面进行个体发起和发起的个人之间的嵌入式度量。交叠。我们证明,在发布用户的网络展现出更大的嵌入度时,Twitter活动推动了面向社会的众筹活动筹款活动的不成比例的增长。我们讨论了研究结果的理论含义,通过展示消息功能和网络结构在同influence影响过程中的共同作用,强调了我们的工作如何扩展对嵌入在同peer影响中的作用的先前研究。我们的工作表明,当发送者的信息是亲社会的或面向原因的时,嵌入将在确定影响力方面发挥更大的作用。我们还将讨论有关社交媒体,众筹,众包和私人对公共物品的贡献的文献的更广泛的理论含义。最后,我们重点介绍了营销人员,活动组织者和众筹平台运营商的实际含义。

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