Fraud Strategies: The Contact-Free Dilemma
While a contact-free period makes sense from a customer experience point of view, a balance needs to be struck between this and fraud detection and prevention.
This is the first in a series of articles in which we tackle some of the most topical fraud issues and decisions facing fraud managers today. We kick off with the concept of contact-free. This is not a new issue, but certainly one which we’ve been hearing a lot more about from our global clients.
What Is Contact-Free?
The situation should be familiar. A customer makes a large value "out-of-character" purchase and is contacted by the financial institution to verify that the purchase is genuine. Some institutions will then use a “contact-free” period in which the customer will not have other such purchases queried.The logic is simple: The customer may be in the process of renovating a home or planning an overseas holiday, so needs to make a series of large purchases over a number of days. Materials need to be bought and suppliers paid, or flights and hotels booked. While the customer may be satisfied and even gain assurance by being asked to verify the first transaction, having each purchase queried thereafter will most certainly annoy them.
Using the holiday example above, a customer booking connecting flights or hotels online might miss out on special offers if he or she has to verify each purchase.
Not only is the customer experience diminished, but in these days of social media, the disgruntled customer may take to Twitter or Facebook to vent their frustrations. Customers may also take their business elsewhere.
The contact-free period thus removes friction for the customer. But while a contact-free period makes sense from a customer experience point of view, a balance needs to be struck between this and fraud detection and prevention. Fraudsters, aware of contact-free policies, may exploit the contact-free period (after an initial verification) to make large purchases.
Managing the Conundrum
A common challenge in managing the contact-free conundrum is determining the optimal duration period specific for the customer to be contact free. This should be an instrumental part of the fraud risk appetite and will likely be different depending on the client segment or previous fraud impact.Is your focus more on genuine customer decline rates or more on the fraud prevention aspect? It’s usually a combination of both, so it’s worth comparing the decline rates against the associated detection rates over varying durations to come up with the optimal balance.
Another challenge is how to deal with suspicious transactions once the contact-free period has been invoked. During the contact-free period, the business must consider a failsafe that prevents runaway fraud, but in a discreet way that ensures peace of mind for customer and institution alike.
Where there is a continued escalation of risk, there are a number of options available, ranging from reactivation of cases, either based on a fixed immediate or delta score threshold, to more complex "force case" approaches that allow greater flexibility in terms of treatment strategy and customer segments. The right strategy depends on the individual financial institution and the market they’re in.
Getting It Right Benefits You and Your Customer
With the right strategic approach and analytical endorsement in place, the institution can strike this balance and hence lower attrition rates, identify genuine declines more effectively and reduce losses. This can create a real competitive advantage for the institution, through improved reputation and willingness to transact through that institution rather than a competitor.Popular Posts
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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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