Medical Collection Removals Have Little Impact on FICO Scores
Based on FICO’s analysis, only 3% of FICO scorable consumers would be impacted by medical collection removals
More than 100 million people in America have health care debt, according to Kaiser Health News. This medical debt often arises from unforeseen events leading to unpaid medical bills, and can be exacerbated by complicated, and at times confusing collection agency and billing practices in the healthcare industry. In July 2022, the three credit bureaus are scheduled to change the handling of certain medical debt collections in the credit report:
- Paid medical debt collections will no longer be reported.
- The waiting period for unpaid medical debt collections to appear on credit reports will increase from six months to one year.
Based on our analysis, these two changes would impact ~5 million FICO scorable consumers. Conversely, ~200M scorable consumers do not have a relevant medical collection that would be impacted by these changes.
Additionally, the credit bureaus announced that in the first half of 2023, medical debt collections less than $500 (and possibly higher collection debt amounts - the exact threshold is still being determined) will no longer be reported.
It is anticipated that existing medical debt collections that meet this criteria will be removed from credit bureau data when the changes go into effect. Additionally, medical debt collections meeting any of these criteria will not be added to the credit report going forward. Credit scores that utilize credit bureau data will be impacted, including, but not limited to, FICO® Scores.
FICO recently conducted research on most widely used FICO® Score versions to assess the impact of the July 2022 changes to the FICO® Score. The results shared below include the impact of removing paid medical debt collections and increasing the waiting period to 1 year, but exclude the impact of removing medical debt collections less than $500.
Our results show that the July 2022 changes would have no material impact on the aggregate population to the FICO® Score’s predictive performance, odds-to-score relationship, or credit score distributions.
For example, the figure below compares the FICO® Score 8 distribution on the total US population before vs. after the July 2022 medical collection removals; the two credit score distributions are nearly identical.

Based on FICO’s analysis, only 3% of FICO scorable consumers would be impacted, and these files are very likely to have additional derogatory information on their credit report. Therefore, impacted files tend to score relatively low, even after these medical debt collections are removed from the credit report. Less than 1% of the total U.S. scorable population will experience a FICO® Score 8 change of more than 20 credit score points as a result of the July 2022 changes.
Since we determined that few consumer's credit scores would be impacted, and the vast majority of the impacted consumers would likely have other derogatory information and FICO® Scores that remain low, the ability of FICO® Scores to rank order risk on the total population prior to these medical debt collections being excluded is almost identical to what lenders would experience with these medical debt collections excluded.
Our analysis also shows that volumes above or below score cut-offs would remain virtually unchanged on the aggregate, and there would be no material impact to the delinquency rate at a given FICO® Score. While lenders are encouraged to conduct analyses quantifying the impact of the July 2022 medical collection removals on their own portfolios, they may find that they do not need to make notable changes to their strategies.
Stay tuned for an upcoming executive brief on how all of the medical collection reporting changes (including the removal of medical debt collections less than $500) are likely to impact the FICO® Score.
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<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>. 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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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