Over-reliance on FICO scores disproportionately affects Prime student loan borrowers. The exact formula for calculating FICO scores is secret, but the credit bureaus publish rough guidelines:
- 35% Payment history: positive for successful payment history, negative for delinquencies
- 30% Credit utilization: ratio of revolving debt to available credit
- 15% Length of credit history: longer credit history is unconditionally positive
- 10% Types of credit used (student loans, credit cards, mortgages, auto loans, etc.): more types of credit are unconditionally positive
- 10% Recent searches for credit
It should be readily apparent that a Prime borrower - a recent college graduate who is gainfully employed - would be universally hurt by 90% of these scoring criteria (bolded). A recent graduate has no payment history outside of minor credit card debt - a negative value for 50% of the scoring rubric. A recent graduate will likely have a low credit limit because, incestuously, credit limits are determined by FICO score! So, a recent college graduate making $250,000 a year will likely have a lower credit card limit than a 60 year old on social security. Additionally, post-Financial Crisis credit limits have contracted substantially, so the average Prime borrower today has a much lower credit limit than what has been the historical average. As a result, today's Prime borrower has a much higher "credit utilization" ratio than the historical average, a negative for 30% of the FICO score. Notably, this metric doesn't take into account more traditional ratios, such as total income to revolving debt, but focuses exclusively on liquidity. So our Prime borrower with $250,000 in annual income and $1,000 in credit card debt with a limit of $2,000 (the average) would be heavily penalized for a high utilization rate despite an income to debt ratio of 250:1. Finally, a Prime borrower likely only has two types of loans: student loans and credit cards. Very few students have mortgages (why would they?) and very few have auto loans. As a result, Prime borrowers are penalized for lack of diversity in their credit portfolio - 10% of FICO.
These negatives are beginning to stack up, but what's the overall affect? Let's look at the numbers: below is a chart showing FICO score as a function of age (source: Credit Karma).
This figure should be very alarming to any unsecured lender heavily relying on FICO scores: the correlation between FICO and age is extremely strong. Prime borrowers, who would fall in the 25-34 bucket, have an average score of 649. The average for a borrower of 55+ is 691. This differential is completely unjustifiable and flies in the face of income data. Below is a chart of the average household income by age. We note that the average for the 25-34 group is $51,000 while the average for the 55-64 group is $56,000. That is a small income differential for a very large FICO differential. Additionally, we draw attention to the fact that the "spread" between age groups has tightened considerably since the Financial Crisis - a trend that has not been extrapolated to the FICO distribution. All of this should give us serious doubts about the viability of FICO in determining a recent graduate's credit risk, yet student lenders continue to limit a borrower's access to credit unless they have a FICO of at least 700.
Byline:
Derek Kaknes