在社交媒体上使用nudges促进公民话语:七次干预的比赛
Tatiana Celadin1, Folco Panizza2, Valerio Capraro3
1Department of Economics, University Ca' Foscari of Venice, San Giobbe, Venice 30121, Italy.
PNAS nexus
|October 3, 2024
概括
基于消息的点击并没有减少有害内容的参与度. 然而,基于规范的推动增加了对无害内容的参与,并改善了对有害帖子的评论质量,促进了在线的公民话语.
科学领域:
- 社会心理学 社会心理学
- 计算社会科学 计算社会科学
- 人与计算机的交互
背景情况:
- 在线平台努力减轻有害内容和促进公民话语.
- 基于消息的点击是潜在的干预策略.
- 了解不同类型的推动力的有效性至关重要.
研究的目的:
- 测试和比较七个基于消息的推动的有效性.
- 评估nudges对与有害和无害内容互动的影响.
- 确定促进公民话语和减少网上仇恨言论的策略.
主要方法:
- 一个大规模的预先注册的实验,有4081名参与者.
- 利用一个模拟社交媒体新闻流的在线平台.
- 呈现了七种不同的点头:规范突出 (描述性,禁令性,个人),情绪冷却,审议/同情刺激和声誉突出.
主要成果:
- 没有一个被测试的点头显著减少了对有害内容的参与.
- 强调描述性规范的nudges增加了对无害内容的整体参与度.
- 禁令规范推动增加了对无害帖子的"喜欢".
- 声誉突出显示导致对有害帖子发表更实质和更连贯的评论.
结论:
- 基于规范的推动显示出促进文明话语的希望.
- 针对规范方面的考虑可能会促进更安全,更包容的在线环境.
- 需要进一步的研究来完善减轻有害内容的干预措施.
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