The study looked at how CEO characteristics and organizational factors affect organizational performance. They used path analysis to see how variables like CEO risk preferences and management innovation impact performance. They found that organizational structure can play a key role in improving performance by acting as a mediator between different factors. The study provides important insights for Korean manufacturing executives on how to introduce innovation, change organizational structure, and improve accounting systems to boost performance.