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信息敏感性的叙事触发因素

Narrative triggers of information sensitivity

Quantitative Finance · 2024
被引 3
人大 BABS 3

中文导读

研究债务市场中信息敏感性的触发因素,发现经济状况和记者语言通过影响心理思维过程,促使信息从不敏感转向敏感,可能引发金融危机。

Abstract

This research explores the factors contributing to information sensitivity in debt markets, focusing on the potential influences of uncertainty, economic performance, and journalist-dependent language.Building upon the foundational work of Dang et al. (Ignorance, debt and financial crises.Yale University Unpublished Working Paper, 2018), we analyze the mechanisms underlying the transition from information-insensitive to information-sensitive states-a shift with implications for potential financial crises.Leveraging machine learning techniques and daily data on variables such as default probability, information acquisition, and newspaper articles, we discern specific narrative triggers embedded within the news.Our analysis underscores the pivotal role of economic states and journalist language in inducing information sensitivity-a phenomenon intricately tied to different psychological thinking processes.

金融经济学心理学媒体研究语言学