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 is measured by the time since the borrower’s last minimum payment.
It is a more flexible approach that focuses on whether the borrower is paying now, even if payments were previously missed.
- If a borrower makes a payment, the delinquency clock resets.
- The account is considered current until the next missed payment.
- Often used in short-term lending where occasional missed payments are common.
A customer misses three payments and then makes one payment today.
Under recency delinquency, the account is considered current until the next scheduled payment is missed.
2. Contractual Delinquency
Contractual delinquency is measured by the number of payments missed according to the original loan schedule.
A payment reduces missed installments but does not automatically restore the account to current status.
- Commonly used for compliance and legal reporting.
- 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 misses three consecutive payments and makes one full payment today.
Under contractual delinquency, the account still reflects two missed payments.
Which Model Should You Use?
Recency
Practical for short-term loans or portfolios where occasional missed payments are expected.
Best when the priority is maintaining active repayment behavior.
Contractual
Preferred for compliance, legal reporting, and long-term loan management where precise missed-payment tracking is critical.
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