Elite Hacking: Public Opinion Formation and Elite Fragmentation

J. Clark, Zeyu Peng
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Abstract

In the 2016 U.S. General Election, agents of the Russian Federation attempted to influence the election through a multi-faceted campaign, which included the spread of of fake news as well as cyber attacks on campaigns, individuals, and even electoral infrastructure. Elite reaction was swift. Unlike on most issues, however, elites in the Republican Party remain divided. Leveraging this rare and enduring intra-party disagreement in today's age of polarized parties, we are able to begin to understand how people react to conflicting elite cues that are free from usual partisan considerations. This enables us to present a theory of elite-led opinion formation that includes intra-party polarization, expanding on the current literature. We theorize that in a scenario where there is a divided party and a unified party, those who identify with the unified party will form crystallized opinions that are reflective of those held by party elites. Members of the divided party will have perceive conflicting elite cues, and form opinions that are more malleable and susceptible to change from future elite cues. We test this theory by examining the impact of salience of Russian hacking as well as different levels in elite cohesion on belief that Russian hacking actually took place heading into the 2018 election. This is carried out through a two-pronged approach, leveraging a nationally-representative online survey (N=1000) and two survey experiments. We find that different levels of elite agreement on Russian hacking, rather than the information about Russian hacking itself, caused respondents to update their perceptions of Russian hacking. This finding is particularly strong for the Republican subsample in our experiment. We also find strong evidence that supporters of Trump are resistant to information, going as far as to demonstrate the opposite effect when presented with information that directly contradicts the President's position. Furthermore, we find similar results regarding elite influence on opinion for trade policy, a much less salient issue in comparison to Russian hacking. In doing so, we not only provide new evidence on the impact of disourse around Russian hacking, but add to a growing literature on elite discourse to include intra-party discourse and attachment to groups of the elites within a single party.
精英黑客:舆论形成与精英分裂
在2016年美国大选中,俄罗斯联邦特工试图通过多方面的竞选活动来影响选举,其中包括传播假新闻以及对竞选,个人甚至选举基础设施的网络攻击。精英们的反应很快。然而,与大多数问题不同的是,共和党的精英们仍然存在分歧。在当今这个党派两极分化的时代,利用这种罕见而持久的党内分歧,我们能够开始理解人们如何应对不受通常党派考虑影响的相互冲突的精英暗示。这使我们能够在现有文献的基础上,提出一种包括党内极化在内的精英主导的舆论形成理论。我们的理论是,在一个分裂的政党和一个统一的政党的情况下,那些认同统一的政党的人会形成结晶化的观点,这些观点反映了政党精英的观点。分裂政党的成员会感知到相互矛盾的精英暗示,并形成更有可塑性的观点,更容易受到未来精英暗示的影响。我们通过研究俄罗斯黑客行为的突出性以及精英凝聚力的不同水平对2018年大选前俄罗斯黑客行为确实发生的信念的影响来检验这一理论。这是通过双管齐下的方法进行的,利用全国代表性的在线调查(N=1000)和两个调查实验。我们发现,导致受访者更新他们对俄罗斯黑客行为看法的,是不同程度的精英对俄罗斯黑客行为的认同,而不是有关俄罗斯黑客行为本身的信息。在我们的实验中,这一发现在共和党的子样本中尤为明显。我们还发现强有力的证据表明,特朗普的支持者对信息有抵抗力,甚至在面对直接与总统立场相矛盾的信息时表现出相反的效果。此外,我们在精英对贸易政策意见的影响方面发现了类似的结果,与俄罗斯黑客相比,这是一个不那么突出的问题。在这样做的过程中,我们不仅为围绕俄罗斯黑客行为的言论的影响提供了新的证据,而且为越来越多的关于精英话语的文献提供了新的证据,其中包括党内话语和对单一政党内精英群体的依恋。
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