Forecasting corporate financial performance using sentiment in annual reports for stakeholders’ decision-making

Forecasting corporate financial performance using sentiment in annual reports for stakeholders’ decision-making

This paper is aimed at examining the role of annual reports’ sentiment in forecasting financial performance. The sentiment (tone, opinion) is assessed using several categorization schemes in order to explore various aspects of language used in the annual reports of U.S. companies. Further, we emplo...

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Bibliographic Details
Main Authors: Petr Hajek, Vladimir Olej, Renata Myskova
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2014-12-01
Series:Technological and Economic Development of Economy
Subjects:
financial performance
financial distress
bankruptcy forecasting
annual reports
sentiment analysis
opinion mining
Online Access:https://journals.vgtu.lt/index.php/TEDE/article/view/3437

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