Proposed Heuristic Indices for Financial Fragility, Accounting–Cash Divergence and Refinancing Dependence

This technical white paper presents a proposed set of heuristic diagnostic indices for examining relationships among reported earnings, operating cash generation, liquidity pressure, debt-service obligations, bailout capital, refinancing dependence, and new debt accumulation. The framework comprises six diagnostic constructs: the Earnings–Cash Flow Divergence Index (ECDI), the Liquidity Exposure Coefficient (LEC), the Bailout Capital Efficiency Index (BCEI), the Refinancing Dependence Index (RDI), the Cash-Flow Contraction and Credit Expansion construct (CCC), and the Operating Core Depletion Ratio (OCDR). The formulations are deliberately presented as heuristic constructs rather than accounting standards, regulatory measures, validated forensic tests, or causal estimators. Their purpose is to structure financial signals that may warrant further investigation and triangulation. A divergence between accounting earnings and operating cash flow, a high debt-service burden, persistent refinancing, or simultaneous deterioration in operating cash generation and expansion of new debt should not, in isolation, be interpreted as proof of accounting manipulation, fraud, insolvency, or improper financing behaviour. The revised architecture separates diagnostic mechanisms that were previously combined within single ratios. It also removes unsupported universal thresholds and identifies boundary conditions, including zero denominators, sign changes, small-base growth effects, and negative operating cash flow. The paper concludes with a proposed empirical validation programme through which the indices could be calibrated and tested across industries, capital structures, reporting environments, and economic cycles.