The Credential Score: LoanAmerica's Program-Based Underwriting Model

Why FICO Alone Fails Student Lending

The average trade school student is in their mid-twenties with limited credit history. Using FICO as the primary underwriting criterion rejects capable students at strong programs, while potentially approving students at weak programs simply because they have an older cosigner.

This creates two problems: access (good students denied) and risk (bad programs approved). The Credential Score solves both.

What the Credential Score Measures

The Credential Score evaluates five program-level metrics:

• Graduation Rate: What percentage of enrolled students complete the program?

• Licensing Pass Rate: For programs with licensing exams, what's the first-attempt pass rate?

• Job Placement Rate: What percentage of graduates find employment in their field within 6 months?

• Median Starting Salary: What do graduates earn? This directly predicts repayment ability.

• Cohort Default Rate: Historical repayment performance of graduates from this specific program.

How It Works in Practice

When a student applies for a LoanAmerica product, we evaluate both the individual borrower (credit, income, enrollment status) and their program's Credential Score. A strong Credential Score can offset a thin credit file, enabling approval for students who would be rejected by FICO-only lenders.

Conversely, programs with poor outcomes (low graduation rates, low employment) receive lower Credential Scores, tightening lending criteria and protecting students from taking on debt at programs unlikely to deliver career outcomes.

The Credential Score creates a market-based quality signal: strong programs attract more funded students, creating a competitive incentive for institutional improvement.

Frequently Asked Questions