From statistical physics to social sciences: the pitfalls of multi-disciplinarity

IF 2.6 Q1 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Jean-Philippe Bouchaud
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引用次数: 0

Abstract

This is the English version of my inaugural lecture at Collège de France in 2021. I reflect on the difficulty of multi-disciplinary research, which often hinges on unexpected epistemological and methodological differences, for example about the scientific status of models. What is the purpose of a model? What are we ultimately trying to establish: rigorous theorems or ad-hoc calculation recipes; absolute truth, or heuristic representations of the world? I argue that the main contribution of statistical physics to social and economic sciences is to make us realise that unexpected behaviour can emerge at the aggregate level, that isolated individuals would never experience. Crises, panics, opinion reversals, the spread of rumours or beliefs, fashion effects and the zeitgeist, but also the existence of money, lasting institutions, social norms and stable societies, must be understood in terms of collective belief and/or trust, self-sustained by interactions, or on the contrary, the rapid collapse of this belief or trust. The appendix contains my opening remarks to the workshop ‘More is Different’, as a tribute to Phil Anderson.
从统计物理学到社会科学:多学科性的陷阱
这是我2021年在法兰西学院的就职演讲的英文版。我对多学科研究的困难进行了反思,这种困难往往取决于认识论和方法论上意想不到的分歧,例如关于模型科学地位的分歧。模型的目的是什么?我们最终要建立的是什么:严格的定理,还是临时的计算方法;是绝对真理,还是对世界的启发式表述?我认为,统计物理学对社会和经济科学的主要贡献在于,它让我们认识到,在总体层面上可能会出现意外的行为,而这些行为是孤立的个体永远不会经历的。无论是危机、恐慌、舆论逆转、谣言或信仰的传播、时尚效应和时代精神,还是货币的存在、持久的制度、社会规范和稳定的社会,都必须从集体信仰和/或信任的角度来理解,并通过互动来自我维持,或者相反,这种信仰或信任会迅速崩溃。附录中是我在 "更多就是不同 "研讨会上的开场白,以此向菲尔-安德森致敬。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of Physics Complexity
Journal of Physics Complexity Computer Science-Information Systems
CiteScore
4.30
自引率
11.10%
发文量
45
审稿时长
14 weeks
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