Truth Squad: Will Looser Scoring Standards Help Millions More Americans Get Mortgages?
Access to credit and the path to homeownership are important parts of the American way of life. That’s why it’s critical to understand what can be done to improve financial inclusi…
Access to credit and the path to homeownership are important parts of the American way of life. That’s why it’s critical to understand what can be done to improve financial inclusion — and what won’t work.
For months now, the three main US consumer reporting agencies - through their VantageScore business - have been claiming that millions of credit-starved Americans can get access to mortgages through the “innovation” of simply eliminating long-standing and essential minimum credit scoring criteria. This isn’t innovation, and it won’t help borrowers. It’s time to set the record straight.
Claim: By loosening the minimum scoring criteria, VantageScore can give millions of currently unscoreable Americans a credit score, making them mortgage-ready.
Truth: Scoring sparse and old data may give more Americans a score, but it won’t help those Americans who are actually seeking homeownership credit. Even worse, it locks millions of Americans into unfairly low scores.
To begin, let’s look at why some people don’t have FICO® Scores. The answer is that there are FICO® Score minimum scoring criteria, which play a critical role in ensuring the robustness and accuracy of our credit scoring system, and by extension the soundness of lending decisions based on that system.
The so-called “unscorables” are people who don’t meet these minimum criteria, for one of four reasons:
Figure 1
The question is, if we were to loosen the FICO Score’s minimum scoring criteria, how many consumers would score 620 (a common lending threshold) or higher? And how many of those consumers would be in the market for a mortgage?
To find out, we developed a research score that, like VantageScore, eliminates most of the time-tested FICO Score minimum scoring criteria. As a result, it can assign a score for the people with sparse credit files who are currently FICO unscorable. We aligned this score to the same 300-850 score range used by the FICO Score.
As shown in Figure 1, the largest of the unscorable segments is about 25 million people who have No Traditional Credit File whatsoever, and are therefore unreachable by any credit bureau score. Our research score couldn’t score these people, and neither could any other credit bureau score.
Let’s quickly walk through the three remaining segments and their need for credit:
- Credit Retired: consumers with no recently active/updated accounts, and no historical signs of payment blemishes. These consumers skew older (median age = 71), and have voluntarily walked away from the use of credit accounts – they’ve paid it all back. Unsurprisingly, their appetite for new credit is extremely low; fewer than 5% of the Credit Retired population recently applied for credit.
- Credit Impaired: consumers with no recently active/updated accounts, and with historical signs of serious delinquency or other negative behavior on file (e.g., collections, public records). This segment comprises almost two-thirds of all unscorable accounts on file at the credit bureaus, and in many cases captures consumers who had a negative event and subsequently lost access to credit. As such, their traditional credit file is “frozen” at the consumer’s moment of financial distress. These consumers tend to be middle-aged (median age = 43), and show moderate interest in new credit (20-30% recently applied for credit).
- New to Credit: consumers with 1+ recently active/updated accounts, but with less than 6 months of credit history. These consumers skew young (median age = 24), and a typical borrower in this segment has recently opened their first credit card with a very low (<$1,000) credit limit. They are relatively credit hungry, with some 40% of this segment having recently applied for additional credit.
When we look at the research score distribution for these segments, something interesting emerges. People with higher scores are largely people in the Credit Retired category — people who aren’t looking for credit. (See Figure 2.) Figure 2
As a group, all the unscorable people together score lower than the traditionally scorable cohort: The median score on this unscorable population is 585, roughly 130 points lower than the median FICO score of ~715. Only about 33% of this research population score 620 or higher, and the vast majority of those (80%) hail from the Credit Retired segment. If we focus on a score threshold of 680 or above, that figure jumps to almost 95%!
Additionally, note the strong downward skew to the score distribution. The majority of the more than 18M consumers in our Credit Impaired segment — the people who had a negative financial event and either lost or never had access to traditional credit — would receive a score too low to qualify for credit.
Even worse, because the Credit Impaired consumers lost all access to credit, they have no payment or account balance changes being reported to the consumer reporting agencies. Therefore, these consumers have no way to demonstrate their return to credit-worthiness. Many of these people have overcome, persevered, and recovered, and their recovery is not reflected in their frozen credit bureau file. Every fairly constructed credit scoring approach must give people the ability to demonstrate their return to creditworthiness – FICO’s approach to scoring more consumers using alternative data does, VantageScore’s approach does not.
What does this show us? Despite claims by VantageScore, weakening the minimum scoring criteria will not empower millions of low-risk mortgage credit seekers.
As articulated by the FICO white paper Can Alternative Data Expand Credit Access?, the responsible approach to scoring more consumers is to enhance sparse traditional credit files with rich data sources such as payment history on cable and telco accounts — data that is very rarely found in credit bureau records. This approach will help consumers on their financial journey into mainstream lending.
Stay tuned for the next post in our Truth Squad series where we will put more credit scoring claims to the test.
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FICO® Score High Achievers: Is Age the Only Factor?
<p>FICO’s latest research on <a href="http://www.fico.com/en/blogs/risk-compliance/us-credit-quality-rising-the-beat-goes-on/" target="_blank">national FICO® Score distribution</a> shows that US credit quality continues to trend upwards, with an increasing number of consumers scoring in the highest scores ranges. Given that, we decided it was time to refresh our study on “<a href="http://www.fico.com/en/blogs/risk-compliance/infographic-what-does-a-high-credit-scorer-look-like/" target="_blank">FICO® Score high achievers</a>,” where we examine the credit behavioural profiles of consumers with higher credit scores.</p> <p>As expected, our latest study showed that older people generally have higher scores, as has been the case in our <a href="http://www.fico.com/en/blogs/risk-compliance/age-before-beauty-credit-worthiness-before-youth/" target="_blank">past research</a>. This is largely because they have trade lines that have been open longer, which leads to higher scores (assuming the trade lines are in good standing and all other things equal). The most credit savvy among you will remember that length of credit history accounts for roughly 15% of the overall <a href="http://www.myfico.com/CreditEducation/WhatsInYourScore.aspx" target="_blank">FICO® Score calculation</a>.</p> <p>But for younger consumers, it isn’t too helpful to say, “just wait until you are 50 years old, and that will fix things!” Thus, I decided to dive deeper with our analysis, including looking at the credit behavioural characteristics of younger consumers with high FICO® Scores.</p> <p>In this analysis, I looked at credit characteristics for the two highest score bands, 750-799 and 800-850, which have about 16% and 23% of the population, respectively. I further broke this down by looking at the characteristics of the youngest 15% in each group, which occurs at age 29 for the 750-799 group and 43 for the 800-850. We used FICO<strong>®</strong> Score 9 for our analysis, and examined typical variables of the categories that go into the make-up of the score.</p> <p><a href="http://www.fico.com/en/blogs/wp-content/uploads/2016/10/FICO-Score-High-Achiever-table.png"><img class="alignnone size-full wp-image-29367" src="http://www.fico.com/en/blogs/wp-content/uploads/2016/10/FICO-Score-High-Achiever-table.png" alt="fico-score-high-achiever-table" width="715" height="747" /></a></p> <p>Since there’s a lot to dissect in this chart, I’ll highlight a few findings that struck me: <ul> <li><strong>Credit history.</strong> Higher scores are undoubtedly associated with a longer time on file. What’s striking is the higher average time on file for the 800+ group, both overall and for revolving accounts (the most common trade line). Clearly, it helps to start credit use early in life – but that’s not the sole determining factor for high scoring. The younger cohorts in both the 800+ and 750-799 groups have time on file medians significantly less than their older counterparts.</li> <li><strong>New credit.</strong> High credit scorers do, in fact, pursue new credit. We see little variation in months since last trade line opening and last inquiry among all groups observed.</li> <li><strong>Pay on time.</strong> As you might expect, the further in the past the delinquency, the higher the score – and that’s <u>if</u> a delinquency ever happened. 95% of the 800+ people and 72% of the 750-799 group have never been delinquent, which is a striking contrast to the 57% for the total population. The percentages for the younger groups are even higher, especially so for the 750-799ers. Collection items are also scarce for these high scorers. While 23% of the national population have collection items greater than $99, the figures are only 0.5% for the 800+ group and 3% for the 750-799 group. It is clear that, in conjunction with starting a credit file early, paying on time is a key trait of the FICO® Score high achiever.</li> <li><strong>Balance and utilization.</strong> Finally, we look at how credit is being used, focusing on revolving product use. (Since most people only have one mortgage or one auto loan, variation in instalment product figures is minimal and driven by payment history, which is near perfect for high scorers, as we’ve seen.) FICO® Score high achievers tend to have more open revolving accounts. While the % active trades and utilization are generally lower, by no means do high scorers avoid the use of credit products. What drives the difference here is the amount of <u>available</u> revolving credit utilized. The 800+ group is roughly 1/4 of the national median, both in total and on their highest utilized card; they also have lower balances and more cards<em>. </em>The 750-799 group is more active and higher utilized, but still only at 2/3 of the national figures. The young 750-799 group compensate with lower revolving balances and, as a result, lower utilization, which is in line with what we see for the 800+ group.</li> <li><strong>Benchmarks.</strong> I’d like to point out that while this study provides good benchmarks of the typical credit traits of the FICO® Score high achiever, individual credit profiles will vary widely. And keep in mind that when we sort groups of consumers as a whole by different behaviours, some results may look superficially odd. For example, the 800+ band has a longer median average open account time (128 months) than average revolving months on file (140 months).</li> </ul> So, what do we conclude? A huge takeaway is that high scorers don’t have too much in the way of serious delinquencies and negative public record data.</p> <p>In most respects, the young 800+ people are like their peer group. They really only differ markedly in their shorter credit history and higher non-mortgage balance, both of which are a function of life stage. Our results show that you don’t have to be a credit product hermit; these high scorers have more credit cards. The takeaway is to start credit activity early and maintain well-managed and moderate usage.</p> <p>In many ways, the young 750-799 people are more interesting because their age profile is much younger. Their credit characteristics differ more from their peer group, particularly in terms of length of credit history. They compensate by having almost pristine credit records and lower balances.</p> <p>Ultimately, 39% of US consumers are FICO® Score high achievers, which they accomplish by following common-sense credit practices. It ain’t rocket science!</p>
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