社交媒体作为行为去极化器:俄罗斯-乌克兰冲突的证据

J. Yadav, Kuldeep Singh, Nirpendra P. Rana, Denis Dennehy
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引用次数: 0

摘要

目的 社交媒体在俄罗斯-乌克兰冲突的两极化观点中发挥了关键作用。在许多情况下,人们都对网络互动中的极化效应进行了广泛研究。本研究通过文本分析和预测建模分析了 6662 条与制裁俄罗斯相关的推文传播。研究结果 研究结果显示,网民的推文行为因来自多个社交媒体来源的信息而去极化。研究局限性/影响 对于政策制定者、冲突调解者和观察者以及一般社会成员而言,需要:(1)在整个危机期间进行持续一致的沟通;(2)沟通信息的透明度;(3)公众意识到来自多方的两极化和相互冲突的信息,这些信息可能会对冲突危机的说法产生偏见。原创性/价值 虽然以往的研究从不同角度对俄乌冲突进行了研究,但这是第一项研究如何在冲突期间利用社交媒体来减少态度两极分化。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Social media as a behavior depolarizer: evidence from Russia–Ukraine conflict
Purpose Social media has played a pivotal role in polarizing views on Russia–Ukraine conflict. The effects of polarization in online interactions have been extensively studied in many contexts. This research aims to examine how multiple social media sources may act as an integrator of information and act as a platform for depolarizing behaviors.Design/methodology/approach This study analyzes the communications of 6,662 tweets related to the sanctions imposed on Russia by using textual analytics and predictive modeling.Findings The research findings reveal that the tweeting behavior of netizens was depolarized because of information from multiple social media sources. However, the influx of information from non-organizational sources such as trending topics and discussions has a depolarizing impact on the user’s pre-established attitude.Research limitations/implications For policymakers, conflict mediators and observers, and members of society in general, there is a need for (1) continuous and consistent communication throughout the crisis, (2) transparency in the information being communicated and (3) public awareness of the polarized and conflicting information being provided from multiple actors that may be biased in the claims being made about the conflict crisis.Originality/value While previous research has examined Russia–Ukraine conflict from a variety of perspectives, this is the first study to examine how social media might be used to reduce attitude polarization during times of conflict.
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