世界政治慢动作变量的长期主观概率预测:探索专家判断的局限性

Philip E. Tetlock, Christopher Karvetski, Ville A. Satopää, Kevin Chen
{"title":"世界政治慢动作变量的长期主观概率预测:探索专家判断的局限性","authors":"Philip E. Tetlock,&nbsp;Christopher Karvetski,&nbsp;Ville A. Satopää,&nbsp;Kevin Chen","doi":"10.1002/ffo2.157","DOIUrl":null,"url":null,"abstract":"<p>Skeptics see long-range geopolitical forecasting as quixotic. A more nuanced view is that although predictability tends to decline over time, its rate of descent is variable. The current study gives geopolitical forecasters a sporting chance by focusing on slow-motion variables with low base rates of change. Analyses of 5, 10, and 25-year cumulative-risk judgments made in 1988 and 1997 revealed: (a) specialists beat generalists at predicting nuclear proliferation but not shifting nation-state boundaries; (b) some counterfactual interventions—for example, Iran gets the bomb before 2022—boosted experts’ edge but others—for example, nuclear war before 2022—eliminated it; (c) accuracy fell faster on topics where expertise conferred no edge in shorter-range forecasts. To accelerate scientific progress, we propose adversarial collaborations in which clashing schools of thought negotiate Bayesian reputational bets on divisive issues and use Lakatosian scorecards to incentivize the honoring of bets.</p>","PeriodicalId":100567,"journal":{"name":"FUTURES & FORESIGHT SCIENCE","volume":"6 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2023-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Long-range subjective-probability forecasts of slow-motion variables in world politics: Exploring limits on expert judgment\",\"authors\":\"Philip E. Tetlock,&nbsp;Christopher Karvetski,&nbsp;Ville A. Satopää,&nbsp;Kevin Chen\",\"doi\":\"10.1002/ffo2.157\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>Skeptics see long-range geopolitical forecasting as quixotic. A more nuanced view is that although predictability tends to decline over time, its rate of descent is variable. The current study gives geopolitical forecasters a sporting chance by focusing on slow-motion variables with low base rates of change. Analyses of 5, 10, and 25-year cumulative-risk judgments made in 1988 and 1997 revealed: (a) specialists beat generalists at predicting nuclear proliferation but not shifting nation-state boundaries; (b) some counterfactual interventions—for example, Iran gets the bomb before 2022—boosted experts’ edge but others—for example, nuclear war before 2022—eliminated it; (c) accuracy fell faster on topics where expertise conferred no edge in shorter-range forecasts. To accelerate scientific progress, we propose adversarial collaborations in which clashing schools of thought negotiate Bayesian reputational bets on divisive issues and use Lakatosian scorecards to incentivize the honoring of bets.</p>\",\"PeriodicalId\":100567,\"journal\":{\"name\":\"FUTURES & FORESIGHT SCIENCE\",\"volume\":\"6 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-05-15\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"FUTURES & FORESIGHT SCIENCE\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ffo2.157\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"FUTURES & FORESIGHT SCIENCE","FirstCategoryId":"1085","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ffo2.157","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

怀疑论者认为,长期地缘政治预测是杞人忧天。一种更细微的观点认为,虽然可预测性往往会随着时间的推移而下降,但其下降速度是可变的。当前的研究通过关注低基数变化率的慢动作变量,为地缘政治预测者提供了一个运动的机会。对 1988 年和 1997 年做出的 5 年、10 年和 25 年累积风险判断的分析表明:(a) 专家在预测核扩散方面优于普通专家,但在预测民族国家边界的变化方面却不尽相同;(b) 一些反事实干预--例如伊朗在 2022 年前获得原子弹--增强了专家的优势,但另一些反事实干预--例如核战争在 2022 年前爆发--则削弱了专家的优势;(c) 在短期预测中,专家没有优势的主题,其准确性下降得更快。为了加快科学进步,我们提出了对抗性合作的建议,在这种合作中,相互冲突的思想流派会就有分歧的问题协商贝叶斯声誉赌注,并使用拉卡托斯记分卡来激励履行赌注。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Long-range subjective-probability forecasts of slow-motion variables in world politics: Exploring limits on expert judgment

Skeptics see long-range geopolitical forecasting as quixotic. A more nuanced view is that although predictability tends to decline over time, its rate of descent is variable. The current study gives geopolitical forecasters a sporting chance by focusing on slow-motion variables with low base rates of change. Analyses of 5, 10, and 25-year cumulative-risk judgments made in 1988 and 1997 revealed: (a) specialists beat generalists at predicting nuclear proliferation but not shifting nation-state boundaries; (b) some counterfactual interventions—for example, Iran gets the bomb before 2022—boosted experts’ edge but others—for example, nuclear war before 2022—eliminated it; (c) accuracy fell faster on topics where expertise conferred no edge in shorter-range forecasts. To accelerate scientific progress, we propose adversarial collaborations in which clashing schools of thought negotiate Bayesian reputational bets on divisive issues and use Lakatosian scorecards to incentivize the honoring of bets.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
CiteScore
7.00
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信