Suppr超能文献

隐性知识的文化传递。

The cultural transmission of tacit knowledge.

机构信息

Santa Fe Institute, 1399 Hyde Park Road, Santa Fe, NM 87501, USA.

Social and Decision Sciences, Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA.

出版信息

J R Soc Interface. 2022 Oct;19(195):20220238. doi: 10.1098/rsif.2022.0238. Epub 2022 Oct 19.

Abstract

A wide variety of cultural practices have a 'tacit' dimension, whose principles are neither obvious to an observer, nor known explicitly by experts. This poses a problem for cultural evolution: if beginners cannot spot the principles to imitate, and experts cannot say what they are doing, how can tacit knowledge pass from generation to generation? We present a domain-general model of 'tacit teaching', drawn from statistical physics, that shows how high-accuracy transmission of tacit knowledge is possible. It applies when the practice's underlying features are subject to interacting and competing constraints. Our model makes predictions for key features of the teaching process. It predicts a tell-tale distribution of teaching outcomes, with some students near-perfect performers while others receiving the same instruction are disastrously bad. This differs from standard cultural evolution models that rely on direct, high-fidelity copying, which lead to a much narrower distribution of mostly mediocre outcomes. The model also predicts generic features of the cultural evolution of tacit knowledge. The evolution of tacit knowledge is expected to be bursty, with long periods of stability interspersed with brief periods of dramatic change, and where tacit knowledge, once lost, becomes essentially impossible to recover.

摘要

各种文化实践都具有“隐性”维度,其原则既不为观察者所明显察觉,也不为专家所明确知晓。这给文化进化带来了一个问题:如果初学者无法发现需要模仿的原则,而专家又无法说出他们在做什么,那么隐性知识如何能够代代相传呢?我们提出了一种源自统计物理学的“隐性教学”的一般领域模型,该模型表明,隐性知识的高精度传递是如何成为可能的。当实践的基本特征受到相互作用和竞争约束时,它就适用。我们的模型对教学过程的关键特征做出了预测。它预测了教学结果的一个明显的分布,一些学生几乎是完美的表演者,而另一些接受相同指导的学生则表现得非常糟糕。这与依赖于直接、高保真复制的标准文化进化模型不同,后者导致了更窄的分布,主要是平庸的结果。该模型还预测了隐性知识的文化进化的一般特征。隐性知识的进化预计是爆发性的,有很长的稳定期,其间穿插着短暂的剧烈变化,而且一旦失去隐性知识,实际上就不可能再恢复了。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ab8/9579769/ab2ea6f34e0b/rsif20220238f01.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验