Key Takeaways
- • S&P Global Market Intelligence has developed an integrated Loss Given Default (LGD) framework for private credit that assesses stressed asset recovery by analyzing debt position within a borrower's capital structure, enabling differentiation of recoverability across various debt issues.
- • The private credit market has expanded to over USD 2.1 trillion globally, with Europe and Asia expanding at 17% and 20% annually respectively, driven by yield-seeking demand and alternative financing alternatives to traditional banking channels.
- • Macro-level risks—including rising interest rates, inflation, economic slowdowns, liquidity constraints, investor sentiment shifts, and geopolitical disruptions—materially impact private credit default and recovery rates, contrary to assumptions that private credit operates in isolation from macroeconomic conditions.
- • Less than half of issuers within S&P Global Ratings' credit estimates universe are projected to generate positive free operating cash flow (FOCF) under mild stress scenarios, signaling elevated refinancing and default risk for leveraged private credit borrowers.
- • S&P Global's comprehensive credit assessment methodology integrates its established five "Cs" of credit framework with Expected Credit Loss (ECL) modeling and macro surveillance tools to provide scalable risk management for institutional investors in private credit.
Summary
S&P Global Market Intelligence has released an integrated framework for credit risk assessment and management in private credit markets, authored by Michelle P Cheong, Head of Thought Leadership for Credit Solutions. The framework emphasizes Loss Given Default (LGD) as a critical asset-based assessment tool that evaluates what stressed assets remain available to repay outstanding facilities after default. LGD, expressed as a percentage of exposure at default, measures the proportion of loan exposure unlikely to be recovered post-default and enables investors to differentiate debt issues based on their position within a borrower's capital structure.
The private credit market has reached over USD 2.1 trillion in assets globally, with North America leading the sector. European and Asian markets are experiencing robust expansion at 17% and 20% annually respectively, propelled by institutional investor demand for higher yields and the structural shift away from traditional bank-intermediated financing. This growth trajectory persists despite elevated macroeconomic uncertainty, reflecting the relative attractiveness of private credit as an alternative asset class.
Contrary to conventional views that private credit operates independently from macro conditions, the S&P Global framework identifies multiple channels through which macroeconomic risks materially impact default and recovery outcomes. Rising interest rates and inflation pressures disproportionately affect highly leveraged borrowers facing refinancing needs. Economic and industry slowdowns compress earnings and cash flow generation, while liquidity crunches threaten middle-market companies dependent on credit facility access. Investor sentiment shifts influence fundraising capacity for private credit vehicles, and geopolitical disruptions disrupt supply chains and erode collateral valuations.
A critical vulnerability highlighted by the framework: less than half of issuers in S&P Global Ratings' credit estimates universe are expected to generate positive free operating cash flow (FOCF) under mild stress scenarios. This metric underscores elevated refinancing risk and potential default vulnerability across leveraged private credit portfolios, particularly as interest rate environments remain elevated. The framework integrates S&P Global's established five "Cs" of credit methodology with Expected Credit Loss (ECL) models and comprehensive macro surveillance capabilities to enable institutional investors and asset managers to measure, monitor, and manage credit risk across rated and unrated borrowers of all sizes globally.
The private credit market has reached over USD 2.1 trillion in assets globally, with North America leading the sector. European and Asian markets are experiencing robust expansion at 17% and 20% annually respectively, propelled by institutional investor demand for higher yields and the structural shift away from traditional bank-intermediated financing. This growth trajectory persists despite elevated macroeconomic uncertainty, reflecting the relative attractiveness of private credit as an alternative asset class.
Contrary to conventional views that private credit operates independently from macro conditions, the S&P Global framework identifies multiple channels through which macroeconomic risks materially impact default and recovery outcomes. Rising interest rates and inflation pressures disproportionately affect highly leveraged borrowers facing refinancing needs. Economic and industry slowdowns compress earnings and cash flow generation, while liquidity crunches threaten middle-market companies dependent on credit facility access. Investor sentiment shifts influence fundraising capacity for private credit vehicles, and geopolitical disruptions disrupt supply chains and erode collateral valuations.
A critical vulnerability highlighted by the framework: less than half of issuers in S&P Global Ratings' credit estimates universe are expected to generate positive free operating cash flow (FOCF) under mild stress scenarios. This metric underscores elevated refinancing risk and potential default vulnerability across leveraged private credit portfolios, particularly as interest rate environments remain elevated. The framework integrates S&P Global's established five "Cs" of credit methodology with Expected Credit Loss (ECL) models and comprehensive macro surveillance capabilities to enable institutional investors and asset managers to measure, monitor, and manage credit risk across rated and unrated borrowers of all sizes globally.
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