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探索错误信息的神经生理学基础:行为与神经复杂性分析。

Exploring the neurophysiological basis of misinformation: A behavioral and neural complexity analysis.

作者信息

Molina R, Crespo Y, Árbol J R, Arias-Orduña A V, Ibáñez-Molina A J, Iglesias-Parro S

机构信息

Department of Psychology. University of Jaén, Spain.

Department of Psychology. University of Jaén, Spain.

出版信息

Behav Brain Res. 2025 Jun 5;487:115592. doi: 10.1016/j.bbr.2025.115592. Epub 2025 Apr 10.

Abstract

The proliferation of misinformation on social media platforms poses significant challenges to public health, political discourse, and social cohesion. This study investigates the efficacy of a World Health Organization (WHO) infodemic intervention in mitigating the spread of misinformation and explores the underlying neural mechanisms involved in information processing. A sample of 77 university students was randomly assigned to an experimental group, which was exposed to the WHO's infodemic intervention, or a control group, which received a campaign on healthy lifestyle habits. Participants viewed a series of manipulated and non-manipulated tweets before and after the intervention, rating their likelihood to share, verify, and perceive the truthfulness of the information. Electroencephalogram (EEG) data were collected throughout the experiment to assess neural complexity using Sample Entropy (SampEn) measures. Results revealed that the experimental group significantly reduced their intention to share information and perceived truthfulness of both manipulated and non-manipulated items post-intervention. The control group showed no significant changes. EEG analysis demonstrated higher SampEn scores in the frontal and temporal regions for the experimental group post-intervention, indicating increased neural complexity and more homogeneous activation patterns. These findings suggest that the WHO intervention effectively enhanced participants' critical evaluation of information, reflected in both behavioral and neurophysiological changes. This study contributes to the growing body of research on misinformation interventions by providing evidence for the effectiveness of passive, less demanding campaigns in fostering critical thinking and information discernment. Moreover, it offers novel insights into the neural correlates of information processing following such interventions, highlighting the potential of combining behavioral and neurophysiological measures in misinformation research. These findings have important implications for developing targeted strategies to combat misinformation, enhance digital literacy, and inform future public health and policy initiatives in the digital era.

摘要

社交媒体平台上错误信息的扩散对公众健康、政治话语和社会凝聚力构成了重大挑战。本研究调查了世界卫生组织(WHO)的信息疫情干预措施在减轻错误信息传播方面的效果,并探索了信息处理过程中潜在的神经机制。77名大学生被随机分为实验组和对照组,实验组接受了WHO的信息疫情干预,对照组则收到了关于健康生活习惯的宣传活动。参与者在干预前后观看了一系列经过操纵和未经过操纵的推文,并对他们分享、核实和感知信息真实性的可能性进行评分。在整个实验过程中收集脑电图(EEG)数据,使用样本熵(SampEn)测量来评估神经复杂性。结果显示,实验组在干预后显著降低了分享信息的意图以及对经过操纵和未经过操纵的信息的真实性感知。对照组则没有显著变化。EEG分析表明,实验组在干预后额叶和颞叶区域的SampEn得分更高,这表明神经复杂性增加,激活模式更加均匀。这些发现表明,WHO的干预有效地增强了参与者对信息的批判性评估,这在行为和神经生理变化中都有所体现。本研究通过为被动、要求较低的宣传活动在培养批判性思维和信息辨别能力方面的有效性提供证据,为关于错误信息干预的研究做出了贡献。此外,它还为这种干预后信息处理的神经相关性提供了新的见解,强调了在错误信息研究中结合行为和神经生理测量的潜力。这些发现对于制定打击错误信息、提高数字素养以及为数字时代未来的公共卫生和政策倡议提供信息的针对性策略具有重要意义。

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