Does Finance Benefit Society? A Language Embedding Approach
嵌入
经济
财务
业务
计算机科学
人工智能
作者
Manish Jha,Hongyi Liu,Asaf Manela
出处
期刊:Social Science Research Network [Social Science Electronic Publishing] 日期:2020-01-01被引量:15
标识
DOI:10.2139/ssrn.3655263
摘要
We measure popular sentiment toward finance using a computational linguistics approach applied to millions of books published in eight countries over hundreds of years. We document persistent differences in finance sentiment across countries despite ample time-series variation. Books written in the languages of more capitalist countries discuss finance in a more positive context. Finance sentiment declines one year before rather than after financial crises. Positive shocks to finance sentiment lead to greater output and credit growth.