Dynamics of digitally networked leadership in #blacklivesmatter

Q2 Computer Science First Monday Pub Date : 2023-08-12 DOI:10.5210/fm.v28i8.12936
Sander van Haperen, J. Uitermark
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引用次数: 0

Abstract

Using the hashtag #blacklivesmatter, activists have given new impetus to aspirations of ‘leaderful’ organizing. Disavowing the centralization of leadership and rethinking the history of the struggle for civil rights, many have sought to develop and revamp models of decentralized leadership. Digital networking features prominently in these models, but the literature suggests its role is ambiguous: while social media provide affordances for decentralized leadership, they may also induce the centralization of leadership. To examine such leadership dynamics, we adopt a computational approach. Drawing on a dataset of roughly 18 million tweets collected over a 30-month period, we examine two aspects of leadership dynamics: the concentration of leadership (i.e., inequality in terms of centrality within networks) and the consolidation of leadership (i.e., the degree to which central figures retain prominence over time). Engaging with the measurement of network inequality by differentiating temporal aspects of concentration and consolidation, we show that leadership dynamics fluctuate strongly over time. Aside from a select few individuals, there is little consolidation of leadership: new voices can consistently rise to prominence. Beyond providing an examination of online leadership dynamics within the Movement for Black Lives, this paper shows how computational analyses can be adopted in ways that do justice to the dynamic and diverse nature of movements.
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#黑人的生命也很重要#数字网络化领导的动态
活动人士使用#黑人的生命也很重要#标签,为“领导”组织的愿望提供了新的动力。许多人否定了领导权的集中化,并重新思考民权斗争的历史,他们试图发展和改进权力下放的领导模式。数字网络在这些模型中具有突出的特点,但文献表明其作用是模糊的:社交媒体为分散的领导提供了支持,但它们也可能导致领导的集中。为了研究这种领导动态,我们采用了一种计算方法。利用在30个月内收集的大约1800万条推文数据集,我们研究了领导力动态的两个方面:领导力的集中(即网络中中心地位的不平等)和领导力的巩固(即中心人物随着时间的推移保持突出的程度)。通过区分集中和巩固的时间方面来测量网络不平等,我们发现领导力动态随着时间的推移而剧烈波动。除了少数几个人之外,领导层几乎没有巩固:新的声音可以不断上升到突出位置。除了对“黑人生命运动”中的在线领导动态进行考察外,本文还展示了如何采用计算分析来公正地对待运动的动态和多样性。
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
First Monday
First Monday Computer Science-Computer Networks and Communications
CiteScore
2.20
自引率
0.00%
发文量
86
期刊介绍: First Monday is one of the first openly accessible, peer–reviewed journals on the Internet, solely devoted to the Internet. Since its start in May 1996, First Monday has published 1,035 papers in 164 issues; these papers were written by 1,316 different authors. In addition, eight special issues have appeared. The most recent special issue was entitled A Web site with a view — The Third World on First Monday and it was edited by Eduardo Villanueva Mansilla. First Monday is indexed in Communication Abstracts, Computer & Communications Security Abstracts, DoIS, eGranary Digital Library, INSPEC, Information Science & Technology Abstracts, LISA, PAIS, and other services.
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