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Framing the Movement: Transforming from Reactive Confirmation to Proactive Prediction
February 25, 2026
Filed in: VBC Diagnostics Journal
An Architectural Framework for Healthcare Transformation Through Laboratory Medicine
The transformation of laboratory medicine from reactive diagnostic confirmation to proactive disease prediction represents a fundamental restructuring. This paper proposes an architectural framework, defined as Framing the Movement, that proposes Clinical Lab 2.0 not as incremental healthcare reform but as a systematic architectural redesign. Drawing upon strategic management theory, systems architecture principles, and enterprise transformation literature, we describe a three-element structural model comprised of (1) Science defined as establishing an evidence-based foundation, (2) Health Economics for constructing sustainable financial models, and (3) Policy needed to create and support regulatory frameworks. This architectural approach provides healthcare leaders, laboratory professionals, and policymakers with a coherent theoretical framework for understanding and implementing the transition from volume-based to value-based laboratory services. The framework addresses why previous transformation efforts have achieved limited success and offers a systematic methodology for sustainable change.
Authors: Khosrow Shotorbani, MBA, MLS(ASCP), Kathleen Swanson, MS, RPh, Project Santa Fe Foundation
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