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准确性提示是一种可复制和可推广的方法,可以减少错误信息的传播。

Accuracy prompts are a replicable and generalizable approach for reducing the spread of misinformation.

机构信息

Hill/Levene Schools of Business, University of Regina, Regina, SK, Canada.

Department of Psychology, University of Regina, Regina, SK, Canada.

出版信息

Nat Commun. 2022 Apr 28;13(1):2333. doi: 10.1038/s41467-022-30073-5.

Abstract

Interventions that shift users attention toward the concept of accuracy represent a promising approach for reducing misinformation sharing online. We assess the replicability and generalizability of this accuracy prompt effect by meta-analyzing 20 experiments (with a total N = 26,863) completed by our group between 2017 and 2020. This internal meta-analysis includes all relevant studies regardless of outcome and uses identical analyses across all studies. Overall, accuracy prompts increased the quality of news that people share (sharing discernment) relative to control, primarily by reducing sharing intentions for false headlines by 10% relative to control in these studies. The magnitude of the effect did not significantly differ by content of headlines (politics compared with COVID-19 related news) and did not significantly decay over successive trials. The effect was not robustly moderated by gender, race, political ideology, education, or value explicitly placed on accuracy, but was significantly larger for older, more reflective, and more attentive participants. This internal meta-analysis demonstrates the replicability and generalizability of the accuracy prompt effect on sharing discernment.

摘要

将用户的注意力转移到准确性概念上的干预措施代表了一种减少在线错误信息共享的有前途的方法。我们通过对我们小组在 2017 年至 2020 年期间完成的 20 项实验(总 N=26863)进行元分析,评估了这种准确性提示效果的可复制性和普遍性。这个内部元分析包括了所有相关的研究,无论结果如何,并且在所有研究中都使用了相同的分析方法。总体而言,准确性提示相对于对照组增加了人们分享的新闻质量(分享辨别力),主要是通过相对于对照组将错误标题的分享意图降低了 10%。在这些研究中,效果的大小并没有因标题的内容(政治与 COVID-19 相关新闻相比)而显著不同,也没有随着连续试验而显著衰减。效果不受性别、种族、政治意识形态、教育或对准确性的明确重视的稳健调节,但对于年龄较大、更具反思性和更专注的参与者来说,效果要大得多。这个内部元分析证明了准确性提示对分享辨别力的可复制性和普遍性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1e79/9051116/b0b02c7f957a/41467_2022_30073_Fig1_HTML.jpg

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