International Journal on Science and Technology

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The Transformative Power of Predictive Analytics in Healthcare Systems

Author(s) Peeyush Khandelwal
Country United States
Abstract 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.
Keywords Healthcare Transformation, Predictive Modeling, Clinical Decision Support, Population Health Management, Pharmacy Optimization
Field Computer
Published In Volume 16, Issue 2, April-June 2025
Published On 2025-04-02
Cite This The Transformative Power of Predictive Analytics in Healthcare Systems - Peeyush Khandelwal - IJSAT Volume 16, Issue 2, April-June 2025.
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