SMILE v4.4: The Reality Fabric — Universal Methodology for Impact-Driven Implementation

Key Points

• This work aims to present a universal methodology for impact-driven implementation utilizing the SMILE v4.4 framework.
• Developed a five-model extension focusing on bridging data and knowledge gaps.
• Integrated insights from a diverse set of frameworks including GLASS, PRISM, and others.
• Analyzed a 40-article corpus to anchor the methodology.
• Showed effective operationalization of diagnostic data into actionable insights.
• Demonstrated the applicability of multiple frameworks in achieving impact-driven goals.
• Highlighted the importance of diverse perspectives in the implementation ecosystem.

Abstract