Loss Given Default (LGD) represents the proportion of a financial exposure that is lost when a counterparty defaults on a derivative contract. In decentralized finance, LGD is a critical metric for assessing the effectiveness of collateralization and liquidation mechanisms. A high LGD indicates insufficient collateral or inefficient liquidation processes.
Recovery
The recovery process involves liquidating the collateral provided by the defaulting party to cover the outstanding debt. The efficiency of this process determines the actual loss incurred by the protocol. Market volatility and liquidity constraints can significantly impact the recovery value of digital assets.
Calculation
LGD calculation requires estimating the value of collateral recovered relative to the total exposure at the time of default. For crypto derivatives, this calculation is complicated by the volatile nature of digital assets and potential slippage during liquidation. Protocols aim to minimize LGD through dynamic margin requirements and robust liquidation incentives.
