C. Allowance for credit losses The allowance for credit losses is an estimate of the losses inherent in Cat Financial’s finance receivable portfolio and includes consideration of accounts that have been individually identified as impaired, as well as pools of finance receivables where it is probable that certain receivables in the pool are impaired but the individual accounts cannot yet be identified. In identifying and measuring impairment, management takes into consideration past loss experience, known and inherent risks in the portfolio, adverse situations that may affect the borrower’s ability to repay, estimated value of underlying collateral and current economic conditions. Accounts are identified for individual review based on past-due status and information available about the customer, such as financial statements, news reports and published credit ratings, as well as general information regarding industry trends and the economic environment in which Cat Financial’s customers operate. The allowance for credit losses attributable to finance receivables that are individually evaluated and determined to be impaired is based on the present value of expected future cash flows discounted at the receivables’ effective interest rate, the fair value of the collateral for collateral-dependent receivables or the observable market price of the receivable. In determining collateral value, Cat Financial estimates the current fair market value of the collateral less selling costs. Cat Financial also considers credit enhancements such as additional collateral and contractual third-party guarantees. The allowance for credit losses attributable to the remaining accounts not yet individually identified as impaired is estimated based on loss forecast models utilizing probabilities of default, our estimate of the loss emergence period and the estimated loss given default. In addition, qualitative factors not able to be fully captured in the loss forecast models including industry trends, macroeconomic factors and model imprecision are considered in the evaluation of the adequacy of the allowance for credit losses. These qualitative factors are subjective and require a degree of management judgment. Cat Financial’s allowance for credit losses is segregated into two portfolio segments: A portfolio segment is the level at which the Company develops a systematic methodology for determining its allowance for credit losses. Cat Financial further evaluates portfolio segments by the class of finance receivables, which is defined as a level of information (below a portfolio segment) in which the finance receivables have the same initial measurement attribute and a similar method for assessing and monitoring credit risk. Typically, Cat Financial’s finance receivables within a geographic area have similar credit risk profiles and methods for assessing and monitoring credit risk. Cat Financial’s classes, which align with management reporting for credit losses, are as follows: • Customer - Finance receivables with end-user customers. • Dealer - Finance receivables with Caterpillar dealers. • North America - Finance receivables originated in the United States and Canada. • EAME - Finance receivables originated in Europe, Africa, Middle East and the Commonwealth of Independent States. • Asia Pacific - Finance receivables originated in Australia, New Zealand, China, Japan, Southeast Asia and India. • Mining - Finance receivables related to large mining customers worldwide. • Latin America - Finance receivables originated in Mexico and Central and South American countries. • Caterpillar Power Finance - Finance receivables originated worldwide related to marine vessels with Caterpillar engines and Caterpillar electrical power generation, gas compression and co-generation systems and non-Caterpillar equipment that is powered by these systems. 96