In the context of modem risk society,transformational leadership is a critical factor in addressing new risks,managing high crisis pressures,and enhancing crisis learning outcomes.This paper analyses 98 major accident in-vestigation reports,using an LDA topic model to construct a transformational leadership index and empirically test the impact of transformational leadership on crisis learning behaviors.The results indicate that transformational leadership promotes organizational learning behaviors through administrative accountability mechanisms.Media attention posi-tively moderates the relationship between transformational leadership and administrative accountability,acting as a mod-erated mediation.Based on these findings,the paper recommends strategies such as leveraging transformational leader-ship to inspire altruistic motivation and strengthen crisis-learning organizations;building efficient crisis communication teams under transformational leadership to proactively respond to media attention and grasp the initiative of public opin-ion.
关键词
变革型领导/公共危机学习行为/媒体关注度/LDA主题模型
Key words
Transformational Leadership/Public Crisis Learning Behaviors/Media Attention/LDA Topic Model
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