Abstract
Based on impression management theory and upper echelons theory, this study constructs an integrated mediating model involv-ing external investors. It aims to explore the impact of CEO optimism, a positive psychological advantage, on corporate crisis management performance. The research uses machine learning based on LSTM to analyze content text, measuring CEO displayed optimism. It also uses a Python program to crawl objective financial data and third-party objective reports after corporate crises occur, evaluating investor confidence and corporate crisis management performance. This study reveals the positive psychological advantage factors of leaders that enhance corporate crisis management performance and potential mediating mechanisms. It deepens our understanding of how CEOs improve corporate crisis management performance, provides practical insights for en-terprises and managers, and offers reference value for future research.
Published Version (
Free)
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callMore From: Scientific Journal of Economics and Management Research
Disclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
