Sung Woo Choi 2026. Predictive Analytics and The Futility of Reactive Retention: A Multidisciplinary Investigation into Customer Churn Dynamics and Decision Engines in Digital Ecosystems. International Journal of Computer Science & Information System. 11, 02 (Feb. 2026), 62–67.