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Good News about Bad News: Gamified Inoculation Boosts Confidence and Cognitive Immunity Against Fake News

机译:关于坏消息的好消息:接种疫苗提高了对假新闻的信心和认知免疫力

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摘要

Recent research has explored the possibility of building attitudinal resistance against online misinformation through psychological inoculation. The inoculation metaphor relies on a medical analogy: by pre-emptively exposing people to weakened doses of misinformation cognitive immunity can be conferred. A recent example is the game, an online fake news game in which players learn about six common misinformation techniques. We present a replication and extension into the effectiveness of as an anti-misinformation intervention. We address three shortcomings identified in the original study: the lack of a control group, the relatively low number of test items, and the absence of attitudinal certainty measurements. Using a 2 (treatment vs. control) × 2 (pre vs. post) mixed design (N = 196) we measure participants’ ability to spot misinformation techniques in 18 fake headlines before and after playing . We find that playing significantly improves people’s ability to spot misinformation techniques compared to a gamified control group, and crucially, also increases people’s level of confidence in their own judgments. Importantly, this confidence boost only occurred for those who updated their reliability assessments in the correct direction. This study offers further evidence for the effectiveness of psychological inoculation against not only specific instances of fake news, but the very strategies used in its production. Implications are discussed for inoculation theory and cognitive science research on fake news.
机译:最近的研究探索了通过心理接种对在线错误信息建立态度抵抗的可能性。接种隐喻依赖于医学上的类比:通过先发制人地使人们接受虚弱剂量的错误信息,可以赋予其认知免疫力。最近的例子是该游戏,它是一种在线虚假新闻游戏,其中的玩家学习了六种常见的错误信息技术。我们提出了一种复制和扩展到作为一种反错误信息干预措施的有效性。我们解决了原始研究中发现的三个缺点:缺少对照组,测试项目相对较少以及缺乏态度确定性测量。使用2(治疗vs.对照)×2(事前与事后)混合设计(N = 196),我们可以衡量参与者在玩游戏之前和之后在18个假标题中发现错误信息技术的能力。我们发现,与游戏化的对照组相比,玩游戏可以大大提高人们发现错误信息技术的能力,并且至关重要的是,还可以提高人们对自己的判断的信心。重要的是,只有在正确的方向更新了可靠性评估的人员才会出现这种信心增强。这项研究提供了进一步的证据,证明心理接种不仅针对假新闻的特定实例,而且针对其制作中所采用的策略,其有效性。讨论了对假新闻的接种理论和认知科学研究的意义。

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