Turning Raw Data into Business Insights: A Practical Guide
Many healthcare datasets overrepresent certain demographics while underrepresenting others. Oncology datasets may overweight outcomes from large academic centers but lack data from rural populations. Cardiology models often rely on device readings calibrated for specific age ranges or ethnic groups. Behavioral-health models may inherit gaps from incomplete registry data or missing social determinants of health inputs.