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Detecting fake news on Facebook: The role of emotional intelligence

机译:在Facebook上检测假新闻:情绪智力的作用

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The proliferation of fake news on social media is now a matter of considerable public and governmental concern. In 2016, the UK EU referendum and the US Presidential election were both marked by social media misinformation campaigns, which have subsequently reduced trust in democratic processes. More recently, during the COVID-19 pandemic, the acceptance of fake news has been shown to pose a threat to public health. Research on how to combat the false acceptance of fake news is still in its infancy. However, recent studies have started to focus on the psychological factors which might make some individuals less likely to fall for fake news. Here, we adopt that approach to assess whether individuals who show high levels of ‘emotional intelligence’ (EQ) are less likely to fall for fake news items. That is, are individuals who are better able to disregard the emotionally charged content of such items, better equipped to assess the veracity of the information. Using a sample of UK participants, an established measure of EQ and a novel fake news detection task, we report a significant positive relationship between individual differences in emotional intelligence and fake news detection ability. We also report a similar effect for higher levels of educational attainment, and we report some exploratory qualitative fake news judgement data. Our findings are discussed in terms of their applicability to practical short term (i.e. current Facebook user data) and medium term (i.e. emotional intelligence training) interventions which could enhance fake news detection.
机译:社交媒体上假新闻的扩散现在是公共和政府的关注。 2016年,英国欧盟公投和美国总统选举都标志着社交媒体错误信息竞选活动,随后对民主进程的信任减少了。最近,在Covid-19大流行期间,已经显示了对假新闻的接受对公共卫生构成威胁。如何打击虚假新闻的错误接受仍处于起步性。然而,最近的研究已经开始关注可能使一些人不太可能落下假新闻的心理因素。在这里,我们采用这种方法来评估显示高水平“情绪智力”(EQ)的个体不太可能落下假新闻项目。也就是说,是更好能够忽视此类物品的情感充电内容的个人,以评估信息的真实性。使用英国参与者的样本,既定衡量方案和新颖的假新闻检测任务,我们报告了情绪情报和假新闻检测能力的个体差异之间的显着积极关系。我们还向更高层次的教育程度报告了类似的效果,我们报告了一些探索性定性假新闻判断数据。我们的调查结果是在他们对实际短期内的适用性(即当前Facebook用户数据)和中期(即情商培训)干预措施来讨论的,这些干预措施可以增强假新闻检测。

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