Three Behind-the-Scenes Lending Observations
By Michael Cochrum, CUBI.Pro
When I was a junior in high school, my school’s marching banding, The O’Fallon Township Marching Panthers, was invited to march in the Orange Bowl Parade. Band geeks around the world, like me, understand what a prestigious honor an invitation like this is. It is equivalent, or more, to a state championship for an athletic team. It’s a really big deal. I have no real memory of most of the parade, however there are two things that do stand out in my recollection of this trip. First, I remember being behind the Budweiser Clydesdale horses in the parade, which adds a level of complexity to making it through the parade with clean shoes. Second, I remember our backstage tour of Walt Disney World on our trip back home to Illinois.
When I was a junior in high school, my school’s marching banding, The O’Fallon Township Marching Panthers, was invited to march in the Orange Bowl Parade. Band geeks around the world, like me, understand what a prestigious honor an invitation like this is. It is equivalent, or more, to a state championship for an athletic team. It’s a really big deal. I have no real memory of most of the parade, however there are two things that do stand out in my recollection of this trip. First, I remember being behind the Budweiser Clydesdale horses in the parade, which adds a level of complexity to making it through the parade with clean shoes. Second, I remember our backstage tour of Walt Disney World on our trip back home to Illinois.
Few visitors to Walt Disney World ever have the opportunity
to go ‘behind the wall’ and learn how Disney manages to make a family’s trip to
their park so seemingly miraculous.
While this was an interesting tour, I’m sure that even our ‘all-access’
tour didn’t really give us the complete picture of what goes on behind the
scenes. I suspect that you have to be a
true insider to get the full picture of the grand production that is Walt
Disney World. There is a real advantage
to having access to information that others do not.
In my role as a credit union data analytics consultant, I
get ‘insider’ access to credit union loan performance data. While I would never tell any specific credit
union’s secrets, there are some things that I’ve seen consistently from credit
union to credit union that one might find interesting. So, I thought I would share some portfolio
performance ‘secrets’ that you may find beneficial.
The Significance of a
Co-Borrower
When I interview credit union lenders about the value of a
co-borrower, the reaction I get, most often, is that co-borrowers do not add
much value to the quality of a loan.
Many lenders form their impressions of co-borrowers based on their
experience with co-borrowers once a loan has defaulted. Often, when a loan defaults, co-borrowers are
not very helpful in recovering the loan loss.
So, it is probably true that bad co-borrowers do very little to help
recover losses on a defaulted loan; however, I have found that good
co-borrowers have a significant impact on loan performance overall. In fact, I have found that, when a loan has a
co-borrower, the likelihood of default is as much 66% less. This could be the same as the difference
between a borrower with a 680 credit score and a borrower with a 720 credit
score, depending upon the credit score model a lender is using.
What is interesting, very few credit unions offer a pricing
differential purely due to the fact that a loan has two borrowers versus
one. In a risk-based pricing
environment, pricing of loans is supposed to be based the risk that the loan
will default and result in a loss. If
one loan is 300% more likely to default than another, there is a strong
argument that the two loans should have a different price. I’m not suggesting that the lender should simply
price the loan based on the better credit score, but that a loan with a
co-borrower should have a lower price than a loan without, even if the best
score on both loans is exactly the same.
With this insider knowledge, is it possible that a lender could
originate more loans with lower risk if they were able to price the loans
appropriately?
Low Debt-to-Income
Ratios
Most lenders I work with have a maximum debt-to-income (DTI)
ratio threshold between 35 and 45%, depending upon how it is calculated. Borrowers within this range tend to perform
as predicted and certainly borrowers with DTI’s that exceed this threshold tend
to perform less favorably. But, what is
interesting is that I have found that borrowers with DTI’s between 0 and 20%
often perform considerably less favorably than borrowers with higher DTI’s. This can be problematic because there is a
basic assumption that the lower the DTI, the more discretionary income a
borrower has to repay a loan. But, a low
debt-to-income can also signal low debt experience, not just for first-time
buyers but also for reluctant borrowers, or those that do not make use of their
credit lines. Mature borrowers, or those
who carry moderate debt over a long term, have experience managing debt. It is important to understand the full significance
of a low DTI ratio and not simply assume that a resistance to debt is a good
indicator of performance.
Long-Term Loans
If you were to survey lenders across the country, I believe
that many lenders will say that longer-term loans carry higher risk, not just
because of interest rate volatility, but because the longer a loan is ‘on the
books’ the higher the probability is that the borrower will default and it is
likely that the collateral will have depreciated to a point that it is not
adequately securing the loan. You might
be surprised by what this ‘insider’ has found.
When comparing 72-month and 84-month auto loans, our analysis
has found that there is very little difference in the average number of months
the loan is in the portfolio, between 30 and 33 months. One can assume that the pay-off rate of the loan
has to do with something other than the loan term, perhaps consumer demand for
a newer vehicle. Another interesting
observation about longer term loans, in general, is that they tend to default
less often than the shorter-term loans.
One could assume that this is due to affordability supported by lower
payments. However, one interesting finding
sheds additional light on the differences in performance based on loan term; if
a longer-term loan does default, it tends to do so earlier in the life-cycle of
the loan than a shorter-term loan. This
is important because less of the origination costs have been recouped at this
earlier stage of the loan’s life-cycle.
Often, longer terms loans will be priced higher based solely
on the perceived risk related to interest rate volatility and increased probability
of default due to repayment speeds, but if the foregoing is true, this is probably
not the right argument. In some cases,
one might even seek to encourage the right borrowers to take longer term loans,
with equivalent or lower pricing, as it provides the borrower with a safety valve
in times of economic stress and the overall probability of default is lower. However, this strategy would need to be
targeted at the right borrower with the right collateral.
As every amusement park is not like Disney World, for good
and bad, every credit union is not the same.
Therefore, one should not assume that these observations would be true
in every lending environment. The
purpose of this article is to simply highlight that what seems to be true on
the surface may not always be true once you dig a little deeper. This requires testing long-held assumptions
which involves analyzing data. If you
are not able to do this level of analytics on your own, CUBI.Pro can help. Check us out online at www.cubi.pro for more information.
Contact Michael Cochrum at michael.cochrum@cubi.pro or at 972.814.1477
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