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事实核查行为的动机与后果:一项实验研究。

The motivation and consequence of fact-checking behavior: An experimental study.

作者信息

Bodishtianu Valeria, Gaozhao Dongfang, Zhang Pengfei

机构信息

Department of Economics, Cornell University, Ithaca, New York, United States of America.

Department of Political Science, University of Dayton, Dayton, Ohio, United States of America.

出版信息

PLoS One. 2025 May 23;20(5):e0323105. doi: 10.1371/journal.pone.0323105. eCollection 2025.

Abstract

In a series of online experiments, we asked people to evaluate news veracity and varied two experimental conditions: (1) the opportunity to receive fact-checking results and (2) bonus payment for accuracy. We tested three competing theories for fact-checking behavior: value of information (VoI), limited attention (LA), and motivated reasoning (MR). We find that monetary incentives do not promote fact-checking. Prior awareness of the news and perceived easiness in determining news authenticity significantly reduce fact-checking. Democrats are more likely to fact-check on the news aligning with Republicans' ideology, suggesting a tendency to seek information when there is a need to defend one's pre-existing belief. Overall, our results contradict VoI, show mixed evidence for MR, and support LA. When available, fact-checking consistently improves subjects' accuracy in evaluating news veracity by over 40%, underscoring the importance of promoting fact-checking in curbing misinformation.

摘要

在一系列在线实验中,我们要求人们评估新闻的真实性,并改变了两个实验条件:(1)接收事实核查结果的机会;(2)对准确性的额外奖励。我们测试了关于事实核查行为的三种相互竞争的理论:信息价值(VoI)、注意力有限(LA)和动机性推理(MR)。我们发现金钱激励并不能促进事实核查。对新闻的事先了解以及在确定新闻真实性时感知到的容易程度会显著减少事实核查。民主党人更有可能对与共和党人意识形态一致的新闻进行事实核查,这表明在需要捍卫自己预先存在的信念时有寻求信息的倾向。总体而言,我们的结果与信息价值理论相矛盾,为动机性推理提供了混合证据,并支持注意力有限理论。当有事实核查时,它能持续将受试者评估新闻真实性的准确率提高40%以上,凸显了在遏制错误信息方面促进事实核查的重要性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/19f3/12101777/05d5a41bb72e/pone.0323105.g001.jpg

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