Data collection is not merely a procedural step but the backbone that ensures an evaluation program is comprehensive, credible, and actionable and quantifies the business impact of a program, which is essential for calculating ROI. It also helps determine the effectiveness and financial return of a program. By collecting data at various levels, organizations can make informed decisions about continuing, modifying, or discontinuing a program based on its performance and contribution to its goals