Promoting civil discourse on social media using nudges: A tournament of seven interventions.

IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES PNAS nexus Pub Date : 2024-10-01 DOI:10.1093/pnasnexus/pgae380
Tatiana Celadin, Folco Panizza, Valerio Capraro
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Abstract

In this article, we test and compare several message-based nudges designed to promote civil discourse and reduce the circulation of harmful content such as hate speech. We conducted a large pre-registered experiment (N = 4,081) to measure the effectiveness of seven nudges: making descriptive norms, injunctive norms, or personal norms salient, cooling down negative emotions, stimulating deliberation or empathy, and highlighting reputation. We used an online platform that reproduces a social media newsfeed and presented the nudge as a message when entering the platform. Our findings indicate that none of the nudges significantly impacts participants' engagement with harmful content. At the same time, nudges making descriptive norms salient selectively increase participants' overall engagement with relatively harmless content. Additionally, making injunctive norms salient increased the likelihood of liking harmless posts. Exploratory text analysis also reveals that highlighting reputation leads to more substantial and coherent comments on harmful posts. These results suggest that nudges that activate norm considerations represent a promising approach to promoting civil discourse and making social media a safer and more inclusive space for all.

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利用暗示促进社交媒体上的文明讨论:七项干预措施比武。
在这篇文章中,我们测试并比较了几种基于信息的鼓励措施,这些措施旨在促进文明对话,减少仇恨言论等有害内容的传播。我们进行了一次大规模的预先注册实验(N = 4,081),测量了七种暗示的有效性:突出描述性规范、强制性规范或个人规范、冷却负面情绪、激发深思熟虑或同理心,以及突出声誉。我们使用了一个再现社交媒体新闻推送的在线平台,并在进入该平台时以消息的形式展示了暗示。我们的研究结果表明,任何一种暗示都不会对参与者参与有害内容产生重大影响。与此同时,使描述性规范突出的暗示会有选择性地增加参与者对相对无害内容的整体参与度。此外,使强制规范突出也增加了喜欢无害帖子的可能性。探索性文本分析还显示,突出声誉会导致对有害帖子的评论更加充实和连贯。这些结果表明,激活规范考虑因素的提示是一种很有前途的方法,它可以促进文明对话,使社交媒体成为一个对所有人都更安全、更具包容性的空间。
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