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AI meets narratives: the state and future of research on expectation formation in economics and sociology
Socio-Economic Review ( IF 4.058 ) Pub Date : 2021-06-22 , DOI: 10.1093/ser/mwab033
Ekaterina Svetlova 1
Affiliation  

This article presents contemporary concepts of economic beliefs in economics and sociology: (a) behavioural accounts; (b) learning; (c) narrative approaches; and (d) Science and Technology Studies-inflected integrative accounts. The review argues that cutting-edge research on expectations in both disciplines has paid insufficient attention to the fact that human agents are supported and partly substituted by modern technology while forming their beliefs. Thus, this article discusses how models, algorithms and artificial intelligence co-determine and profoundly change the theoretical and empirical understanding of expectation formation, and outlines a joint research agenda for studying economic expectations.

中文翻译:

人工智能遇上叙事:经济学和社会学期望形成研究的现状和未来

本文介绍了经济学和社会学中经济信仰的当代概念:(a)行为说明;(b) 学习;(c) 叙述方法;(d) 受科技研究影响的综合账户。该评论认为,对这两个学科的期望的前沿研究对人类代理人在形成其信念的同时得到现代技术的支持和部分替代这一事实关注不足。因此,本文讨论了模型、算法和人工智能如何共同决定和深刻改变对预期形成的理论和实证理解,并概述了研究经济预期的联合研究议程。
更新日期:2021-06-22
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