Understanding Loan Delinquency Models
Lenders need clarity on which loans are performing and which accounts are non-performing so receivables accurately reflect portfolio health.
At its core, delinquency measurement answers one simple question: Is the borrower paying or not? The difference lies in how that payment behavior is defined and tracked.
Two Primary Delinquency Measurement Methods
1. Recency Delinquency
Recency delinquency focuses on whether the borrower has resumed making minimum required payments.
When a borrower makes a minimum payment, the recency delinquency clock resets. The account is then treated as current for recency purposes until the next scheduled payment is missed.
Recency Days Late is counted from the first missed scheduled payment after the borrower’s most recent successful minimum payment, not from the date of the last successful payment itself.
- If a borrower makes a minimum payment, the recency clock resets.
- The account is considered current for recency purposes until the next scheduled payment is missed.
- This model is often used in short-term lending where occasional missed payments are common.
A customer makes a successful payment on May 29. Their next scheduled payment is due June 12. If the June 12 payment is returned or missed, Recency Days Late starts on June 12.
2. Contractual Delinquency
Contractual delinquency measures how far behind the borrower is compared to the original payment schedule.
It compares the number of scheduled payments that should have been paid against the number of successful payments actually made.
A payment reduces the number of missed installments, but it does not automatically restore the loan to current status unless all due installments have been satisfied.
- Commonly used for compliance, legal reporting, and long-term delinquency tracking.
- Based on the original payment schedule and successful payments made.
- In Intro XL, this is tracked using the Payment Status field.
- Status may change over time, so historical reports can vary if rerun later.
A customer has 12 scheduled payments due but has only made 8 successful payments. Under contractual delinquency, the account is 4 payments behind, even if the borrower recently made a payment.
Which Model Should You Use?
Practical for short-term loans or portfolios where occasional missed payments are expected. Best when the priority is understanding whether the borrower has resumed active repayment behavior.
Preferred for compliance, legal reporting, and long-term loan management where precise missed-payment tracking is critical.
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