Do CEO Traits Matter? A Machine Learning Analysis Across Emerging and Developed Markets

Do CEO Traits Matter? A Machine Learning Analysis Across Emerging and Developed Markets

This study investigates the relationship between CEO characteristics and firm performance across emerging and developed economies using both panel regression and machine learning techniques. Drawing on Upper Echelons Theory, we examine whether CEO age, tenure, gender, founder status, and appointment...

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Bibliographic Details
Main Authors: Chioma Ngozi Nwafor, Obumneme Z. Nwafor, Chinonyerem Matilda Omenihu, Madina Abdrakhmanova
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Administrative Sciences
Subjects:
CEO characteristics
firm financial performance
machine learning
corporate governance
emerging market
Online Access:https://www.mdpi.com/2076-3387/15/7/268
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