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Top-Down Influence? Predicting CEO Personality and Risk Impact from Speech Transcripts. (arXiv:2201.07670v1 [cs.CL])
Jan. 20, 2022, 2:10 a.m. | Kilian Theil, Dirk Hovy, Heiner Stuckenschmidt
cs.LG updates on arXiv.org arxiv.org
How much does a CEO's personality impact the performance of their company?
Management theory posits a great influence, but it is difficult to show
empirically -- there is a lack of publicly available self-reported personality
data of top managers. Instead, we propose a text-based personality regressor
using crowd-sourced Myers--Briggs Type Indicator (MBTI) assessments. The
ratings have a high internal and external validity and can be predicted with
moderate to strong correlations for three out of four dimensions. Providing
evidence for …
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