The role of the chief executive officer occupies a unique position in modern organizations. While firms are complex systems shaped by markets, institutions, and teams, the CEO remains the central figure responsible for setting direction, allocating resources, and interpreting uncertainty. Over decades of research in economics, management, and organizational behavior, scholars and practitioners alike have returned to a persistent question: how much do CEO characteristics actua