人们听卡桑德拉的歌吗? 地缘政治预测中的说服力和准确性
Yhonatan S Shemesh1, Avi Gamoran1, David Leiser1,2
1Ben-Gurion University of the Negev, Beer-Sheva, Israel.
Personality & social psychology bulletin
|October 17, 2025
概括
准确的地缘政治预测至关重要,但人们并没有被它们所说服. 虽然专业知识和可信度是准确性的信号,但雄辩和自信会误导评估人员,影响决策.
科学领域:
- 决策科学 决策科学 决策科学
- 地缘政治地缘政治地缘政治
- 人工智能的人工智能
背景情况:
- 在不确定的全球环境中,准确的预测至关重要.
- 超级预测和聚合方法可以提高预测的准确性.
- 预测的实用性取决于说服力,影响采用.
研究的目的:
- 研究地理政治预测中的说服力和准确性之间的关系.
- 为了确定评估者是否喜欢准确的地缘政治预测.
- 确定影响说服力和预测准确性的因素.
主要方法:
- 一场预测比赛,有153名参与者预测全球事件.
- 评估者对474个预测的评分是说服力的理由.
- 使用神经网络和大型语言模型 (LLM) 进行分析.
主要成果:
- 预测的理由包含了有效的准确性线索,但评价者并不喜欢准确的预测.
- 专业知识,可信度和冷静等心理属性与说服力和准确性有关.
- 雄辩和自信具有说服力,但与准确性无关.
结论:
- 评估人员对有效的准确性线索敏感,但被无效的线索误导.
- 这会影响预测和决策的校准.
- 了解这些偏见是改善预测采用和影响的关键.
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