What Are the Limitations of Correlation in Business Leadership?
While correlation provides valuable insights, it has limitations. One common pitfall is mistaking correlation for causation. A correlation between two variables does not necessarily mean that one causes the other. Leaders must be cautious and seek additional evidence before making significant changes based on correlation alone. Moreover, correlations can sometimes be spurious, resulting from random chance rather than a true underlying relationship.