Digital manipulation and mass mobilization over the long run: evidence from Latin America

José Ángel Alcántara-Lizárraga, Alexandra Jima-González
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Abstract

False information flows through social media are a worldwide phenomenon, affecting Latin America in particular, where more than 70% of internet users report growing concern regarding the circulation of fake news, especially through social media platforms. Although the academic literature has studied how governments may be incentivized to disseminate false information, it has concentrated in the electoral context mostly. In this sense, the impact of disinformation on mass mobilization patterns has been less explored, although it is relevant: manipulation through social media can reduce citizens' inclination to protest by directly influencing their preferences or beliefs about the government, acting as a preventive digital repression tool. In fact, governments have efficiently used it in the short run; however, it has not been established if this strategy could work in the long run. Hence, this article explores the long-term relationship between manipulation by the government through social media and the occurrence of mass mobilization to determine whether they are cointegrated. Drawing on the most recent literature on digital repression, manipulation, and mass mobilization and by applying a panel cointegration methodology in nine countries in Latin America (2000–2021), we find that the variables are cointegrated. In addition, we explore the causal (Granger) effect and find a unidirectional link that goes from social media manipulation to mass mobilization.
数字操纵与长期群众动员:拉丁美洲的证据
通过社交媒体传播虚假信息是一种世界性现象,对拉丁美洲的影响尤为严重,超过 70% 的网民表示越来越担心虚假新闻的传播,尤其是通过社交媒体平台传播的虚假新闻。尽管学术文献研究了政府如何受到激励传播虚假信息,但主要集中在选举方面。从这个意义上说,虚假信息对群众动员模式的影响还较少被探讨,尽管它与此相关:通过社交媒体进行操纵,可以直接影响公民对政府的偏好或信仰,从而降低公民的抗议倾向,成为一种预防性的数字镇压工具。事实上,政府已在短期内有效地利用了这一手段;但这一策略是否能在长期内奏效,尚无定论。因此,本文探讨了政府通过社交媒体进行操纵与群众动员发生之间的长期关系,以确定二者是否存在协整关系。我们借鉴了有关数字压制、操纵和群众动员的最新文献,并在拉丁美洲九个国家(2000-2021 年)中应用面板协整方法,发现这些变量是协整的。此外,我们还探讨了因果(格兰杰)效应,发现从社交媒体操纵到群众动员之间存在单向联系。
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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