The Transformative Power of Predictive Analytics in Healthcare Systems
Predictive analytics is revolutionizing healthcare by transforming how organizations leverage data toimprove patient outcomes and operational efficiency. By applying advanced statistical algorithms andmachine learning techniques to healthcare information, organizations can anticipate clinical deterioration,optimize medication regimens, prevent readmissions, and personalize treatment plans. The implementationof these technologies spans diverse applications, including enterprise risk management, pharmacy benefitsoptimization, medication adherence improvement, personalized treatment planning, workflowenhancement, and population health management. Despite implementation challenges related to dataintegration, technical infrastructure, and clinical adoption, healthcare systems are reporting significantimprovements in clinical outcomes, substantial cost avoidances, and enhanced patient experiences. Ashealthcare continues its transition toward value-based care models, predictive analytics will play anincreasingly central role in balancing the quadruple aim of improved patient experience, better populationhealth, reduced costs, and enhanced clinician satisfaction.
Authors
- Peeyush Khandelwal
Publication Details
- Journal
- International Journal on Science and Technology
- Published
- 2025-04-02
- DOI
- https://doi.org/10.71097/ijsat.v16.i2.3047
- Primary Topic
- Big Data and Business Intelligence
- Type
- article
- Field-Weighted Citation Impact
- 0.00