simulation‑based roi modeling

Modeling ROI in chronic disease management: a simulation-based framework integrating patient adherence and policy timing - Na

Three Spreadsheet ROI Flaws Sabotage Chronic Disease Management

Three Spreadsheet ROI Flaws Sabotage Chronic Disease Management Only 32% of chronic disease programmes achieve their projected return on investment because spreadsheet models ignore dynamic patient behaviour and policy timing. Traditional financial plans rely on fixed inputs, yet the lived reality of diabetes, arthritis and chronic pain patients fluctuates with