Beyond Descriptive Analysis: The KRIS Framework for Statistical Validation in Regulatory Comparison Research

DOI:10.34047/MMR.2025.12211

Abstract

This study introduces the Krishnan's Risk Integration System (KRIS) Framework, a novel methodology that transforms qualitative regulatory comparison into statistically validated research. The framework addresses the core gap in regulatory analysis by balancing contextual understanding with empirical validation. Through systematic application across multiple international frameworks, the methodology demonstrates robust reliability whilst preserving interpretive richness. Key innovations include functional equivalence mapping, a six-level alignment classification system with strategic consolidation, and integrated validation protocols applicable across regulatory and compliance domains.