[DEBATE] : FT - Mind the GAAP - and find out about your risks (accounting)
Riaz K Tayob
riaz.tayob at gmail.com
Sun Apr 19 17:34:19 BST 2009
Mind the GAAP - and find out about your risks
By Andrew W Lo
Published: April 2 2009 03:00 | Last updated: April 2 2009 03:00
One of the most important causes of the financial crisis is the fact
that accounting - the language in which banks and other corporations
communicate, strategise, and plan - is inherently backward-looking. This
is no fault of accountants but is instead a hardwired aspect of their
stock-in-trade: generally accepted accounting principles. GAAP is
intended to capture past performance, allowing managers to see how their
businesses have fared and which components have added or subtracted
value. Only with the benefit of hindsight can we tease apart the
intricacies of corporate cash flows and how they have affected assets
and liabilities.
But the past may not be indicative of the future, to parrot a common
disclaimer. Balance sheets and income statements are not designed to
capture risk, a forward-looking concept. The past has no risk! To
illustrate this gap in GAAP, suppose a company enters into a credit
default swap contract for a notional amount equal to the company's total
assets - would this contract appear on the company's balance sheet as an
asset or a liability? The surprising answer is neither, on the day the
contract is struck. Because the contract has zero net present value at
initiation, it cannot be considered an asset or a liability, and can
only be included in the balance sheet as a footnote! However, such a
contract surely contributes to the company's risk profile. As credit
conditions change, the swap's present value will become positive or
negative, in which case it would be categorised as an asset or
liability, respectively, but the swap's impact on corporate risk remains
invisible through the lens of standard accounting measures.
An even more striking example of the challenges that financial
innovation poses to GAAP is how its "Fair Value Measurements" framework
or "FAS 157" is applied to the valuation of a collection of mortgages
owned by a bank. If the bank makes the loans and holds them to maturity,
the pool of loans is not covered by FAS 157; it is valued at its
amortized cost, with no risk analysis required. If the loans are
purchased as a liquid pass-through security, according to FAS 157, the
security is valued at its observed market price (a "Level 1 asset"),
also with no risk analysis required. However, if the loans are purchased
as a collateralised debt obligation (CDO), FAS 157 considers the
security illiquid (a "Level 3 asset"), and must be valued by the bank's
internal model rather than market price, and risk analysis is required.
In each of these three cases, the risk exposures to the bank's investors
are identical, so shouldn't the same risk information be reflected in
the corresponding accounting data?
In 1995, Robert Merton and Zvi Bodie pointed out the need for a new
branch of accounting which they called "risk accounting" to deal
explicitly with the unknown future. The current crisis should be
sufficient motivation to follow through on their advice. The basic
structure of risk accounting is simple. It takes the GAAP accounting
framework as the starting point, but uses the language of probability
and statistics to describe the future realisations of any accounting
variable. For example, while a company's short-term tangible assets last
quarter are known with certainty, its short-term tangible assets next
quarter are unknown as of today.
Therefore, the value of the assets can be treated as a "random
variable", a well-known concept in probability theory, which yields a
multitude of tools for capturing the variable's statistical properties.
For example, standard deviation and value-at-risk are two familiar
measures of investment risk that can also be used to measure the risk of
future short-term tangible assets. If, for example, the standard
deviation of future short-term tangible assets is much greater than the
expected value of future short-term liabilities, this suggests the risk
of a potential mismatch in assets and liabilities that could cause
financial distress if credit markets are not functioning smoothly.
Because a corporation's assets must add up to its liabilities plus
equity, the assets' standard deviation must also equal the standard
deviation of liabilities plus equity. This identity gives rise to the
concept of a "risk balance sheet," which would also include zero
net-present value contracts such as credit default swaps if they
contribute to the riskiness of the company's assets or liabilities.
By viewing future values of accounting concepts as random variables, the
well-developed framework of probability and statistics can be used to
quantify the impact of events such as credit crunches,
flight-to-quality, and volatility spikes on corporate balance sheets and
income statements. Without filling this gap in GAAP, the relationship
between financial crisis and a company's prospects cannot even be
articulated in an operationally meaningful way.
Andrew W. Lo is the Harris & Harris Group Professor at the MIT Sloan
School of Management and chief scientific officer of AlphaSimplex Group,
LLC. This article was co-authored by David E. Runkle, Director of
Quantitative Research at Trilogy Global Advisors, LLC.
Copyright The Financial Times Limited 2009
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