FICO Score 10, Most Predictive Credit Score in Canadian Market
FICO Score credit risk trends through the COVID-19 pandemic
Twentieth century mathematician Claude Shannon said, “Information is the resolution of uncertainty”. We’re now two years removed from the onset of the COVID-19 pandemic, and the current economic outlook is perhaps more uncertain than ever as we face continued disruption from new COVID-19 variants, rising inflation and interest rates, volatility in equity markets, and rising geopolitical tensions. Information and data continue to be key tools at our disposal to better understand the dynamics of the last couple of years, and better navigate what lies ahead for the Canadian consumer credit environment. With the benefit of a full 24-months of data available after the onset of the pandemic, we’ve looked at key Canadian consumer credit and FICO® Score dynamics to identify and understand credit risk trends through the pandemic period, and also demonstrate the value of FICO® Score 10 in these uncertain times.
FICO® Score models are based on data in an individual’s credit report, housed by the two primary Canadian consumer reporting agencies (CRAs). FICO® Scores, which range from 300-900, are dynamic and evolve based on continually changing consumer behavior reported to the CRAs.
We’ve seen FICO® Scores in Canada steadily increase throughout the pandemic due, at least in part, to strong performance of equity markets, sustained economic growth, a booming real estate market, payment accommodation programs by lenders, and government stimulus which helped boost household savings to unprecedented levels. The relationship between interest rates and consumer credit health is an important one to keep an eye on as interest rates once again rise as part of global efforts to curb rapidly rising inflation.

Note: National Average FICO® Score Has Increased In Canada Through the Pandemic; FICO Score® Distribution Shows Similar Trend Towards Higher Scores
While the general trend in Canada’s average FICO® Score has been consistently increasing through the COVID-19 pandemic, the increased average FICO® Score in Canada between April 2021 and April 2022 is much more modest (1 point) than the larger uptick (8 points) observed between April 2020 and April 2021. A closer examination of key credit dimensions that comprise a consumer’s FICO Score provides key insights into the FICO® Score trends observed.
- Comparing Canadian credit bureau data between April 2021 to April 2020, we saw a notable decrease in missed payments. While small in absolute terms, this represented a 25% decrease in the consumers with a delinquency of 90+ days past due in the last 6 months. Looking further ahead to April 2022, and examining delinquencies of 30+ days past due, we see a 6% increase in the proportion of consumers with a delinquency of 30+ days past due in the last 12 months relative to April 2021. Mild delinquencies have begun to rise, albeit not quite to the point where consumers have reverted to pre-pandemic levels of delinquency.
- Examining debt levels in Canada during the pandemic, we observe a similar trend in absolute credit card debt as well as credit card utilization levels. Average credit card debt fell by 15% between April 2020 and April 2021, in part due to government assistance programs and lower levels of travel and entertainment spending. Looking at these same credit metrics as of April 2022, we see a 3% increase in credit card balances relative to April 2021, and a 4% increase in average credit card utilization. While both delinquencies as well as credit card debt still remain below pre-pandemic levels in Canada, we will be monitoring both closely given the economic headwinds that remain on the horizon.

To see how consumer credit trends in missed payments and consumer indebtedness (the two largest drivers of the FICO® Score) have manifested in credit score changes, we’ve examined the 12-month change in average FICO® Score 10 broken out by various FICO® score ranges. As demonstrated below, consumers with a FICO® Score 10 between 550-599 as of April 2020 saw an increase in their average credit score of 26 points over the subsequent 12 months. Consumers whose FICO® Score 10 was between 800-850 as of April 2020, saw virtually no increase (~1 point) in their average credit score over that same period. This highlights that lower credit scoring consumers experienced outsized average credit score increases during the pandemic relative to those with better than average or good credit scores. Examining the 12-month credit score changes between April 2021 and April 2022, we see that the changes in average credit scores for all credit score bands are much more consistent with the pre-pandemic April 2020-April 2019 time period, signaling a potential reversion back to pre-pandemic credit utilization, credit risk, and credit score dynamics.

As delinquencies and consumer debt levels in Canada begin to ramp up and macroeconomic uncertainty abounds, it is more important than ever for lenders to leverage data and information available to mitigate risk as we chart the best path forward. In this post, we have been citing trends and insights based on the latest FICO® Score for the Canadian market – FICO® Score 10. FICO® Score 10 is developed on the most recently available pre-pandemic credit bureau data, introduces novel innovations, such as a refined treatment of paid collections, an improved segmentation scheme, and new predictive variables, all of which result in our most predictive FICO® Score yet.

FICO® Score 10 comfortably outperforms FICO® Score 8 in its ability to rank order likelihood of repayment across a variety credit products. We have verified through rigorous testing that FICO® Score 10 outperforms existing in-market credit scores in both pre-pandemic (2018-2020) as well as pandemic time periods (2020-2022). While macroeconomic uncertainty poses significant challenge for risk managers -- FICO® Score 10, the most predictive credit score ever for the Canadian market, can be a key tool in turning economic challenge into opportunity.
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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>. 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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