数据标记:遏制和用户网络对选举期间动员和两极分化的影响

IF 2.7 2区 文学 Q1 COMMUNICATION Media and Communication Pub Date : 2023-06-01 DOI:10.17645/mac.v11i3.6641
Emilija Gagrčin, Jakob Ohme, Lina Buttgereit, Felix Grünewald
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引用次数: 1

摘要

社交媒体平台是竞选期间政治信息的重要来源,数据化过程是新闻推送算法管理的基础。认识到个人在塑造数据化过程中的作用,并利用新闻吸引力的隐喻,我们研究了用户策划和网络对动员和两极分化的影响。在2021年德国联邦选举期间进行的一项两波在线小组调查(n=943)中,我们调查了自我报告的用户决策对五个民主关键变量变化的影响:选票选择确定性、竞选参与度、投票率、问题强化,以及情感两极分化。我们的研究结果表明,算法选举新闻曝光具有动员而非两极分化的效果,并强调了用户政治网络在算法平台上的相关性。
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Datafication Markers: Curation and User Network Effects on Mobilization and Polarization During Elections
Social media platforms are crucial sources of political information during election campaigns, with datafication processes underlying the algorithmic curation of newsfeeds. Recognizing the role of individuals in shaping datafication processes and leveraging the metaphor of news attraction, we study the impact of user curation and networks on mobilization and polarization. In a two-wave online panel survey (n = 943) conducted during the 2021 German federal elections, we investigate the influence of self-reported user decisions, such as following politicians, curating their newsfeed, and being part of politically interested networks, on changes in five democratic key variables: vote choice certainty, campaign participation, turnout, issue reinforcement, and affective polarization. Our findings indicate a mobilizing rather than polarizing effect of algorithmic election news exposure and highlight the relevance of users’ political networks on algorithmic platforms.
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来源期刊
Media and Communication
Media and Communication COMMUNICATION-
CiteScore
5.80
自引率
3.20%
发文量
108
审稿时长
18 weeks
期刊介绍: Media and Communication (ISSN: 2183-2439) is an international open access journal dedicated to a wide variety of basic and applied research in communication and its related fields
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