Financial Services
By: Tom Hannagan Part 1 Beyond the risk management considerations related to a bank’s capital position, which is directly impacted by Troubled Asset Relief Program (TARP) participation, it should be clear that TARP also involves business (or strategic) risk. We have spoken in the past of several major categories of risk: credit risk, market risk, operational risk and business risk. Business risk includes: A variety of risks associated with the outcomes from strategic decision making; Governance considerations; Executive behavior (for lack of better terminology); Management succession events or other leadership occurrences that may affect the performance and financial viability of the business. Aside from the monetary impact on the bank’s capital position, TARP involves a new capital securities owner being in the mix. And, with a 20% infusion of added tier 1 capital, we are almost always talking about a very large, new owner relative to existing shareholders. The United States Department of the Treasury is the investor or holder of the newly issued preferred stock and warrants. The Treasury Department does not have voting rights like common shareholders, but the Treasury’s Securities Purchase Agreement – Standard Form includes at least 35 pages of terms, plus the required Letter Agreement, Schedules attached to the Letter Agreement and at least five significant Annex’s to the Purchase Agreement. It’s NOT an easy, quick or fun read. In the Recitals section, it states that the bank: “agrees to expand the flow of credit to U.S. consumers and businesses on competitive terms as appropriate to strengthen the health of the U.S. economy” and, later, “agrees to work diligently, under existing programs, to modify the terms of residential mortgages as appropriate to strengthen the health of the U.S. economy.” Fortunately, if you’re a banker, these topics are not (currently) revisited elsewhere in the document, period. However, these are examples of the new shareholder effecting business decision making without the need to be on the Board of Directors, or voting common shares. The Agreement covers a number of other requirements and limitations, such as executive compensation, dividend payments, other capital sourcing and retention of bank holding company status. None of these are particularly onerous, but they must be taken into account by management. Visit my next post to read about the very interesting Amendment clause that may represent an open-ended business portfolio risk management decision for the future.
We have been hearing quite a bit about the ponzi scheme that was created and managed by Bernie Madoff. Almost $50 billion dollars was taken from those that were considered to be sophisticated and definitely not the typical type to be scammed. So, what created the environment that allowed such large sums of money to be lost in such a basic con game as a ponzi scheme? I believe there are a few basic factors that prompted these seemingly sophisticated people to invest in this ill-fated “investment.” A strong desire to generate investment returns when the typical channels were not delivering. The reputation(s) of the existing client list -- If they invested why shouldn’t I? The thought that if it paid off with smaller dollar investments, just think what could be made with larger dollars! Hmmm! Sounds like how we got ourselves into today’s credit situation. Basically, we were distracted by the items noted above and ignored the warning signs. Putting the items above into credit industry terms it can be summed up as follows: We have to continue to grow and we are pressured to find more opportunities. If we go lower in the credit quality spectrum, it can generate immediate volume from the existing application volume. Other financial institutions have gone into this type of lending and they aren’t showing any signs of significant distress in their portfolios. We need to do the same. (Everyone in the herd in favor of this action please respond by saying “Moo.”) Our test portfolio has performed acceptably, so let’s increase the volume. Let’s continue the correlation between these two “problems.” In the Madoff ponzi scheme, there were warning signs that cropped up - some earlier than others. These included: In 2000, the Securities and Exchange Commission received a letter from an outside money manager which warned of a possible scheme. In 2005, the Bostonian submitted an 18-page document to the SEC citing 29 red flags and indicated some level of corruption within Madoff’s investment company. The SEC’s own earlier investigation conducted in 1999, included an acknowledgement that they had received “credible allegations” but these allegations were ignored. So, what were the signs that were in front of us but we simply chose to ignore? Were the portfolios turning over so fast that we could not actually gather statistically valid data to support performance? Since we were selling off the loans, either individually or in bulk, did we ignore the actual risk that was taken by the industry? Were we appropriately monitoring the portfolio growth and performance, utilizing risk reduction and risk avoidance techniques, doing regular rescores and tracking potential behavioral issues? Whether the signs were visible to us or not, the fact remains that they existed in the past and they will likely exist in the future. As we continue to clean up the mess of our past, we need to consider a few items: What we did in the past will no longer be acceptable going forward. We must change. We must improve. Regulatory pressures will increase and changes will continue to be made. We will not have the luxury of time to respond to these pressures and/or changes. We must act now. What is a financial institution to do? Well, the worst thing we can do is wait for the regulators to tell us what to do because that is simply too late. We need to act and act now. Assess the risk management methods that were employed in the past and determine deficiencies. Note the gaps between the historical tools and data sources compared with the updated credit decisioning tools and sources available in the industry. Develop a plan for implementing the new risk reduction methods and tools. Determine the estimated lift and manage/monitor your performance against your estimates. Don’t forget about the new additions to the portfolio. Once you have the existing risk identified, you should make the appropriate adjustments to the product risk parameters and terms and conditions to improve the overall quality of the new portfolio. Overall, the worst thing that we can do is nothing. Remember, “Those who do not remember the past are condemned to repeat it.” George Santayana, a philosopher, essayist, poet, and novelist
How do I know which Red Flags apply to me? The Red Flag guidelines that will apply to you depend on a number of factors including: The types of covered accounts you offer and how those accounts may be opened and accessed Your previous experiences with identity theft In order to determine the applicable Red Flags, you must consider these factors as well as various sources and categories of Red Flags identified in the Guidelines. There are many resources available to help you gain the upper hand on Identity Theft Red Flags. I encourage you to visit this site for more information including a white paper, webinar, data sheet and more.
The difference between market risk and credit risk By: Tom Hannagan Market risk is different than credit risk. The bank’s assets are mostly invested in loans and securities (about 90% of average assets). These loans and securities have differing interest rate structures – some are fixed and some are floating. They also have differing maturities. Meanwhile, the bank’s liabilities, deposits and borrowings also have differing maturities and interest rate characteristics. If the bank’s (asset-based) interest income structure is not properly aligned with the (liability-based) interest expense structure, the result is interest rate risk. As market rates change (up or down), the bank’s earning are impacted (positively or negatively) based on the mismatch in its balance sheet structure. The bank can offset market risk by purchasing interest rate swaps or other interest rate derivatives. The impact of insufficient attention to interest rate risk can damage earnings and may, again, negatively affect the bank’s capital position. So, ultimately, the bank’s risk-based capital acts as the last line of defense against the negative impact from, you guessed it, unpredictable variability – or “risk.” That is why equity is considered risk-based capital. Good risk management, predicting and risk-based pricing leads to safer earnings performance and equity position.
By: Tom Hannagan In my past postings, we’ve discussed financial risk management, the role of risk-based capital, measuring profitability based on risk characteristics and the need for risk-based loan pricing (credit risk modeling). I thought it might be worthwhile to take one step back and explain what we mean by the term “risk.” “Risk” means unpredictable variability. Reliable predictions of an outcome tend to reduce the risk associated with that outcome. Similarly, low levels of variability also tend to reduce risk. People who are “set in their ways” tend to lead less risky lives than the more adventuresome types. Insurance companies love the former and charge additional premiums to the latter. This is a terrific example of risk-based pricing. Financial services involve risk. Banks have many of the same operational risks as other non-financial businesses. They additionally have a lot of credit risk associated with lending money to individuals and businesses. Further, banks are highly leveraged, borrowing funds from depositors and other sources to support their lending activities. Because banks are both collecting interest income and incurring interest expense, they are subject to market, or interest rate, risk. Banks create credit policies and processes to help them manage credit risk. They try to limit the level of risk and predict how much they are incurring so they can reserve some funds to offset losses. To the extent that banks don’t do this well, they are acting like insurance companies without good actuarial support. It results in a practice called “adverse selection” – incorrectly pricing risk and gathering many of the worst (riskiest) customers. Sufficiently good credit risk management practices control and predict most of the bad outcomes most of the time, at least at portfolio levels. Bad outcomes (losses) that are not well-predicted, and therefore mitigated with sufficient loan-loss reserves, will negatively impact the bank’s earnings and capital position. If the losses are large enough, they can wipe out capital and result in the bank’s failure.
During a recent real-time survey of 850 representatives of the financial services industry: only 36 percent said that they completely understood the new Identity Theft Red Flags Rule guidelines and were prepared to meet the deadline. 60 percent said that they had just started to determine their approach to Red Flag compliance.
By: Tom Hannagan Part 3 This post continues my discussion of the reasons for going through the time and trouble to analyze risk-based pricing for loans. I mentioned before that the second general major justification for going through the effort to risk-adjust loan pricing as a normal part of the lending function is financial. I thought it might help put this into perspective by offering rough numbers that relate to risk-adjusted profit performance, bottom line earnings and expand on the premise that risk has a cost. Lending, in the leveraged/banking sense, involves credit risk, market (interest rate) risk and operational risk. The fourth area, the risk of unexpected loss, is covered by capital. Unmitigated risk will eventually impact earnings and common equity. The question is when and by how much? It’s important to understand that the cost of risk mitigation efforts depend on the various risk characteristics of the bank’s loans and loan portfolio. The differential cost of market risk As an example, a floating rate loan that reprices every month involves little market risk, requiring little if any expense to offset. Compare it to a five-year fixed rate, interest-only loan that involves greater exposure to market risk. That risk costs something to offset. The difference in annualized marginal funding cost ranges widely depending on the steepness of the yield curve on the date the loan is closed. The difference between Federal Home Loan Banks 30-day rates and five-year bullet funding today, for instance, is close to 200 basis points. If risk-based loan pricing models don’t reflect this difference by using a matched marginal funding cost, the bank is voluntarily assuming some or all of the market (or interest rate) risk. Multiply an implied 200 bps risk-based funding cost difference by $100M in average loan balances and the implied annualized additional risk-free funding expense is $2,000,000. Multiply that by the average life of the portfolio to get the full risk-adjusted cost difference that the bank is assuming. And that’s just for the market risk. The implied cost of credit risk A loan with a pass risk rating of ‘2’ involves a lower likelihood of defaulting than a loan with a pass risk rating of ‘4.’ The lower risk (grade 2) loan, therefore, involves less of an Allowance for Loan Lease and Losses reserve requirement and an implied lower provisioning expense than the higher risk (grade 4) loan. Depending on the credit regimen and net loss experience of a given bank, the difference in the implied annualized expected loss due to credit risk could be 40 bps or more. Multiply the implied 40 bps credit risk cost difference by $100M in average loan balances and the implied annualized additional risk-adjusted credit expense is $400,000. Multiply that by the average tenor of the portfolio to get the full risk-adjusted cost difference to the bank. The implied difference in administrative (or operations) expenses These expenses include all mitigated (insured) operational risk. An owner occupied commercial mortgage is normally much less expensive to monitor than a line of credit backing a construction project. Those cost differences often range into several thousand dollars per annum. If, in our example of the $100M portfolio, our average credit is $400K, then we have around 250 loans. These loans multiplied by $3,000 in fully-absorbed annual non-interest expense differences would amount to $750K. A competent risk-adjusted loan pricing effort would take this cost difference into account. Again, multiply that yearly amount by the average life of the portfolio to get the full cost difference that the bank is incurring. In reality, the three sample portfolios above would not overlap perfectly. The total actual assets from the above examples would lie between $100M and $300M. However, the total pretax cost difference of these three sample risk-based costs adds up to $3.15M per annum. The after-tax negative impact on risk-adjusted earnings is therefore about $2M yearly. So, the impact on ROA would be between 2.00% (if the three portfolios overlapped perfectly, for $100M in total assets) down to .67% (if there was no overlap, for $300M in total assets). This is a huge difference in earnings, on a risk-adjusted and fully cost-absorbed basis. Finally, the amount of risk-based capital needed to back loans with differing risk characteristics, for purposes of unexpected loss, can be substantially different. This can be looked at as a difference in the implied cost of capital or in the performance ratio of ROE. In a simple application, the implied required equity might range from say 6% on the lower-risk loans up to 8% for moderate risk (average pass grade risk rating). If the portfolio in question is earning 1% ROA, the difference in risk-based equity would result in an ROE of either 12.5% for the higher risk loans versus 16.7% for the lower risk loans. The differences in fully risk-based ROE, or RAROC, could easily be more dramatic than this. As stated before, if these differences are not “priced” into the loans somehow, the bank is not getting paid for the risk it is incurring or it is charging the lower risk borrowers a rate that pays for the added risk expenses of the higher risk borrowers. The business risk to the bank then becomes losing the better clients over time rather than attracting the riskier deals. An economic look at performance We are not talking in terms of “normal” accounting practices or “typical” quarterly reporting periods. We do use general ledger numbers to start the analysis process by relying on actual balances, rates and maturities. But, GAAP doesn’t address risk. So the risk adjustments are a more “economic” look at performance. Eventually, the risk reduction approach and the GL-based results will even out. The question is not “if” risk will eventually surface, but when and how it will manifest itself in GL results. We’ve seen a lot of this in the news the past eighteen months – and there’s likely more to come as the economy is in a downturn phase. Going through the effort is worth it Once risk is created by making a loan or placing a bet, someone owns it. The reason to go through the effort to price loans (and relationships) on a fully risk-adjusted basis is to understand the impact of risk at the only point in time when you can do something about getting paid for it – at the time the loan is agreed upon. After that, the bank is pretty much along for the ride. Risk-adjusted pricing is smart banking. It not only puts some teeth in the bank’s already existing risk management policies, it is justifiable to the client and it makes sense to most lending officers.
This post is a feature from my colleague and guest blogger, Stephanie Butler, manager of Process Architects in Advisory Services at Baker Hill, a part of Experian. Are you tired of the economic doom and gloom yet? I am. I’m not in denial about what is happening -- far from it. But, we can wallow or move forward, and I chose to move forward. Let’s look at a few of the many lessons that can be learned from the year and some action steps for the future. 1. Collateral does not make a bad loan good Remember this one? If you didn’t relearn this in 2008, you are in trouble. Using real estate as collateral does not guarantee a loan will be paid back. In small business/commercial lending, we should be looking at time in business, repayment trends and personal credit. In consumer lending, time with an employer, time at the residence and net revolving burden are all key. If these are weak, collateral will not make things all better. 2. Balance the loan portfolio Too much of a good thing is ultimately never a good thing. First, we loaded our portfolios with real estate because real estate could never go bad. Now, financial institutions are trying to diversify out of real estate and move into the “next great thing.” Is it consumer credit cards, commercial C&I, or small business lines of credit? It’s anyone’s guess. The key is to balance the portfolio. A balanced portfolio can help smooth the impact of economic trends and help managing uncertainty. We all know that policy requires monitoring industry concentrations. But, balancing the portfolio means more than that. You also need to look at the product mix, collateral taken, loan size and customer location. Are you too concentrated in unsecured lending? How about lines of credit? Are all of your customers in three zip codes? 3. Proactive vs. reactive The days of using past dues for portfolio risk management are gone. We need to understand our customers by using relationship management and looking for proactive markers to anticipate problems. Whether this is done manually or through the use of technology, a process must be in place to gather data, analyze and anticipate loans that may need extra attention. Proactive portfolio risk management can lessen potential charge-offs and allow the bank to renegotiate loans from a position of strength. Be sure to check my next post as Stephanie continues with tips on how to get back to risk management basics.
Part 2 My colleague, Prince Varma, Senior Client Partner -- Portfolio Growth and Client Management, shares his advice on the best practices for portfolio risk management in these trying times. Boy; this is an interesting time. Banks today are at a critical threshold -- the biggest question that they are trying to answer is, \"How do we continue to grow -- or at least avoid contracting -- without sacrificing profitability or credit quality?” The urge to overcompensate, or engage in ultra conservative lending practices, must be resisted. That said, we are already seeing a trend in which mid-sized and regional lenders are abandoning mid-tier credit. This vacuum is being filled by community banks and credit unions which are implementing aggressive risk-based pricing programs in order to target the small business market. These organizations are also introducing \"safe and secure\" campaigns that specifically target existing clients of banks in the news -- and attempting to entice those clients to switch over. We are strongly urging banks to engage in an analysis of their existing portfolios in order to pinpoint opportunities for expanding their relationships with existing key clients. Many senior executives are expressing apprehension about undertaking new projects given current levels of uncertainty. Our best advice is two-fold.. First, focus on identifying those areas where process remediation will have long term and sustained value. Second, do not allow uncertainty to paralyze your internal improvement efforts. Strong business cases lead to good decisions; don\'t let fear and apprehension cloud what you know needs to be done.
By: Tom Hannagan Part 2 This post continues my discussion of the reasons for going through the time and trouble to analyze risk-based pricing for loans. For the discussion of the key elements involved in risk-adjusted loan pricing, please visit my earlier posts. In my last blog we discussed reason number one: good corporate governance. Governance, or responsible and disciplined leadership, makes a lot of sense and promotes trust and confidence which has been missing lately in many large financial institutions. The results can be seen in the market in multiples now and are associated with both the struggling companies and, through guilt by association, the rest of the industry. But, let’s move beyond the “soft” reason. The second major justification for going through the effort to risk-adjust loan pricing as a normal part of the lending function is financial. Profit performance By financial, we mean profit performance or bottom line earnings. This reason relies on the key belief that risk has a cost. Just because risk can be difficult to measure and/or is not addressed within GAAP, doesn’t mean it can’t ultimately cost you something. If, for any reason, you believe you can get away with taking on any unmitigated risk without it ever costing anything, do not continue reading this or any of my other posts. You are wasting your valuable time. Risk will surface The saying that “risk will out,” I believe, is true. The question is not if risk will eventually surface, but when, how and how hard it will bite. Risk can be transferred (hedges, swaps and so on), but it doesn’t disappear from the universe. Once risk is created, someone owns it. The news headlines of the past 18 months are replete with stories of huge writedowns of toxic assets. The securitized assets and/or their collateral loans always contained risk – from the moment the underlying loan was closed. The loans and their payment streams were sliced a dozen ways, repackaged and resold. The risk was also sliced up, but like mercury, it all remained in the system. Another familiar casino saying that brings this to mind is: “If you don’t know who the ‘mark’ at the table is, it’s you.” There are now several world class examples of such marks. Some have now failed completely and many more would have without federal intervention. Lending, in the leveraged/banking sense, involves all major types of risk: credit risk, market risk, operational risk and business risk. And, beyond the identifiable and potentially insurable portions of these risks, like any business, it includes the risk of unexpected loss, which needs to be covered by capital. Banks have developed policies and guidelines to mitigate, identify and measure many of their risks. These all fall under the world of risk management and these efforts all cost something. There is no free way to offset risk – other than not doing the loan at all. But lending is the business of banking, isn’t it? Further, the risk mitigation efforts cost more or less depending on the various risk characteristics of the bank’s loan portfolio each loan. For instance, a floating rate loan involves little market risk and requires little if any expense to offset. A five-year fixed rate, interest-only loan involves a lot of market risk and that costs something to offset. Alternatively, a loan with a pass risk rating of ‘2’ involves a much lower likelihood of defaulting than a loan with a pass risk rating of ‘4’. The lower risk loan; therefore, involves less of an ALLL (Allowance for Loan and Lease Losses) reserve and provisioning expense. Also, an owner occupied commercial mortgage is normally much less expensive to monitor than a credit backing a floor plan or construction project. Those cost differences could be reflected in the pricing. Finally, for today, the amount of risk capital needed to back these kinds of differing loan characteristics, for purposes of unexpected loss, is substantially different. If these kinds of differences are not priced into the loans somehow, one of two situations exists: Either the bank is not getting paid for the risk it is incurring; or, If it is, it is charging the lower risk borrowers a rate that pays for added risk-adjusted expenses of the higher risk borrowers. The business risk to the bank then becomes losing the better clients over time in lieu of attracting the riskier deals. This process has a name: adverse selection. The ongoing expenses of risk mitigation and the negative impact of unexpected losses on retained earnings, over time, materially hurt the bank’s earnings. Someone is paying for all of the risks of being in the business of lending and it’s usually one of two groups: the customers or the shareholders. In the worst of cases, it’s also the taxpayers. The idea of risk-based pricing, at the loan level, is to have the clients pay for the risks the bank is incurring on their behalf by pricing the loan appropriately from the beginning. As a result: This tends to protect, and often enhance, the bank’s financial performance; It is clever; It puts some teeth in the bank’s already existing risk management policies; It is justifiable to the client; and It even makes sense to most lending officers. Fortunately, loan pricing analysis is a scalable activity and possible for most any size bank. It is a smarter way of banking than a one-size-fits-all approach -- even without considering the governance improvement.
I’m speculating a bit here, but I have a feeling that as the first wave of Red Flag rule examinations occurs, one of the potential perceived weak points in your program(s) may be your vendor relationships. Of particular note are collections agencies. Per the guidelines, “Section 114 applies to financial institutions and creditors.” Under the FCRA, the term “creditor” has the same meaning as in section 702 of the Equal Credit Opportunity Act (ECOA), 15 U.S.C. 1691a.15 ECOA defines “creditor” to include a person who arranges for the extension, renewal or continuation of credit, which in some cases could include third-party debt collectors. Therefore, the Agencies are not excluding third-party debt collectors from the scope of the final rules and “a financial institution or creditor is ultimately responsible for complying with the final rules and guidelines even if it outsources an activity to a third-party service provider.” A general rule of thumb in any examination process is to look closely at activities that are the most difficult for the examinee to control. Third-party relationship management certainly falls into this category. So, make sure your written and operational programs have procedures in place to ensure and regularly monitor appropriate Red Flag compliance -- even when customer (or potential customer) activities occur outside your walls. Good luck!
Part 1 In reality, we are always facing potential issues in our small business portfolio, it is just the nature of that particular beast. Real problems occur, though, when we begin to take the attitude that nothing can go wrong, that we have finally found the magic formula that has created the invincible portfolio. We’re in trouble when we actually believe that we have the perfect origination machine to generate a portfolio that has a constant and acceptable delinquency and charge-off performance. So, we all can agree that we need to keep a watchful eye on the small business portfolio. But how do we do this? How do we monitor a portfolio that has a high number of accounts but a relatively low dollar amount in actual outstandings? The traditional commercial portfolio provides sufficient operating income and poses enough individual client credit risk that we can take the same approach on each individual credit and still maintain an acceptable level of profitability. But, the small business portfolio doesn’t generate sufficient profitability nor has individual loan risk to utilize the traditional commercial loan portfolio risk management techniques. Facing these economic constraints, the typical approach is to simply monitor by delinquency and address the problems as they arise. One traditional method that is typically retained is the annual maturity of the lines of credit. Because of loan matures, financial institutions are performing annual renewals and re-underwriting these lines of credit -- and complete that process through a full re-documentation of the line. We make nominal improvements in the process by changing the maturity dates of the lines from one year to two or three year maturities or, in the case of real estate secured lines, a five year maturity. While such an approach reduces the number of renewals that must be performed in a particular year, it does not change the basic methodology of portfolio risk management, regularly scheduled reviews of the lines. In addition, such methodology simply puts us back to the use of collections to actually manage the portfolio and only serves to extend the time between reviews. Visit my next post for the additional pitfalls around individual risk rating and ways to better monitor your small business portfolio.
I have heard this question posed and you may be asking yourselves: Why are referral volumes (the potential that the account origination or maintenance process will get bogged down due to a significant number of red flags detected) such a significant operations concern? These concerns are not without merit. Because of the new Red Flag Rules, financial institutions are likely to be more cautious. As a result, many transactions may be subject to greater customer identification scrutiny than is necessary. Organizations may be able to control referral volumes through the use of automated tools that evaluate the level of identity theft risk in a given transaction. For example, customers with a low-risk authentication score can be moved quickly through the account origination process absent any additional red flags detected in the ordinary course of the application or transaction. In fact, using such tools may allow organizations to quicken the origination process for customers. They can then identify and focus resources on transactions that pose the greatest potential for identity theft. A risk-based approach to Red Flags compliance affords an institution the ability to reconcile the majority of detected Red Flag conditions efficiently, consistently and with minimal consumer impact. Detection of Red Flag conditions is only half the battle. Responding to those conditions is a substantial problem to solve for most institutions. A response policy that incorporates scoring, alternate data sources and flexible decisioning can reduce the majority of referrals to real-time approvals without staff intervention or customer hardship.
What is your greatest concern as the May 1, 2009 enforcement date approaches for all guidelines in the Identity Theft Red Flags Rule?
By: Tom Hannagan I have referred to risk-adjusted commercial loan pricing (or the lack of it) in previous posts. At times, I’ve commented on aspects of risk-based pricing and risk-based bank performance measurement, but I haven’t discussed what risk-based pricing is -- in a comprehensive manner. Perhaps I can begin to do that now and in my next posts. Risk-based pricing analysis is a product-level microcosm of risk-based bank performance. It begins by looking at the financial implications of a product sale from a cost accounting perspective. This means calculating the revenues associated with a loan, including the interest income and any fee-based income. These revenues need to be spread over the life of the loan, while taking into account the amortization characteristics of the balance (or average usage for a line of credit). To save effort (and to provide good client relationship management), we often download the balance and rate information for existing loans from a bank’s loan accounting system. To “risk-adjust” the interest income, you need to apply a cost of funds that has the same implied market risk characteristics as the loan balance. This is not like the bank’s actual cost of funds for several reasons. Most importantly, there is usually no automatic risk-based matching between the manner in which the bank makes loans and the term characteristics of its deposits and/or borrowing. Once we establish a cost of funds approach that removes interest rate risk from the loan, we subtract the risk-adjusted interest expense from the revenues to arrive at risk-adjusted net interest income, or our risk-adjusted gross margin. We then subtract two types of costs. One cost includes the administrative or overhead expenses associated with the product. Our best practice is to derive an approach to operating expense breakdowns that takes into account all of the bank’s non-interest expenses. This is a “full absorption” method of cost accounting. We want to know the marginal cost of doing business, but if we just apply the marginal cost to all loans, a large portion of real-life expenses won’t be covered by resulting pricing. As a result, the bank’s profits may suffer. We fully understand the argument for marginal cost coverage, but have seen the unfortunate end. Using this lower cost factor can hurt a bank’s bottom line. Administrative cost does not normally require additional risk adjustment, as any risk-based operational expenses and costs of mitigating operation risk are already included in the bank’s general ledger for non-interest expenses. The second expense subtracted from net interest income is credit risk cost. This is not the same as the bank’s provision expense, and is certainly not the same as the loss provision in any one accounting period. The credit risk cost for pricing purposes should be risk adjusted based on both product type (usually loan collateral category) and the bank’s risk rating for the loan in question. This metric will calculate the relative probability of default for the borrower combined with the loss given default for the loan type in question. We usually annualize the expected loss numbers by taking into account a multi-year history and a one- or two-year projection of net loan losses. These losses are broken down by loan type and risk rating based on the bank’s actual distribution of loan balances. The risk costs by risk rating are then created using an up-sloping curve that is similar in shape to an industry default experience curve. This assures a realistic differentiation of losses by risk rating. Many banks have loss curves that are too flat in nature, resulting in little or no price differentiation based on credit quality. This leads to poor risk-based performance metrics and, ultimately, to poor overall financial performance. The loss expense curves are fine-tuned so that over a period of years the total credit risk costs, when applied to the entire portfolio, should cover the average annual expected loss experience of the bank. By subtracting the operating expenses and credit risk loss from risk-adjusted net interest income, we arrive at risk-adjusted pre-tax income. In my next post I’ll expand this discussion further to risk-adjusted net income, capital allocation for unexpected loss and profit ratio considerations.
Learn More Image
