Data-driven decision making involves using data analysis and interpretation to guide strategic business decisions, ensuring that actions are based on empirical evidence rather than intuition or personal experience. This approach enhances accuracy, reduces uncertainty, and improves outcomes by leveraging data insights to identify trends, predict outcomes, and optimize processes.