How Does Multicollinearity Manifest in Business Leadership?
In business leadership, multicollinearity can manifest in various scenarios. For instance, if a company is trying to determine the impact of leadership style, communication skills, and team dynamics on employee productivity, high correlations among these variables can obscure which factor is most influential. Leaders might then struggle to identify the root cause of performance issues or to allocate resources effectively.