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Keywords: Text analysis
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Journal Articles
Analysts’ ESG attention and stock pricing efficiency: evidence from machine learning and text analysis
Available to Purchase
Journal:
Journal of Accounting Literature
Journal of Accounting Literature (2025)
Published: 07 February 2025
... pricing efficiency. Design/methodology/approach Using A-share listed companies from 2014 to 2021 as the research subjects, this paper employs a deep learning algorithm, word2vec, to construct an ESG dictionary. Text analysis is then applied to create an analysts’ ESG attention index, delving into its...
