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Financial
Institutions
Center
Derivatives, Portfolio Composition
and BankHolding Company
Interest RateRisk Exposure
by
Beverly Hirtle
96-43
THE WHARTON FINANCIAL INSTITUTIONS CENTER
The Wharton Financial Institutions Center provides a multi-disciplinary research approach to
the problems and opportunities facing the financial services industry in its search for
competitive excellence. The Center's research focuses on the issues related to managing risk
at the firm level as well as ways to improve productivity and performance.
The Center fosters the development of a community of faculty, visiting scholars and Ph.D.
candidates whose research interests complement and support the mission of the Center. The
Center works closely with industry executives and practitioners to ensure that its research is
informed by the operating realities and competitive demands facing industry participants as
they pursue competitive excellence.
Copies of the working papers summarized here are available from the Center. If you would
like to learn more about the Center or become a member of our research community, please
let us know of your interest.
Anthony M. Santomero
Director
The Working Paper Series is made possible by a generous
grant from the Alfred P. Sloan Foundation
Beverly Hirtle is at the Federal Reserve Bank of New York, Banking Studies Department, 33 Liberty Street, New
York, NY 10045-0001
The views expressed in this paper are those of the author and do not necessarily reflect the position of the Federal
Reserve Bank of New York or the Federal Reserve System. I would like to thank Rebecca Demsetz, Lawrence
Radecki, Marc Saidenberg, Philip Strahan and participants in seminars at the Federal Reserve Bank of New York
for many helpful suggestions. Joanne Collins and Oba McMillan provided excellent research assistance. Finally, I
would especially like to thank Rebecca Demsetz and Philip Strahan for making the panel of bankholding company
stock market data available to me.
This paper was presented at the Wharton Financial Institutions Center's conference on Risk Management in
Banking, October 13-15, 1996.
Derivatives, Portfolio Composition
and BankHoldingCompanyInterestRateRiskExposure
1
Draft: November 8, 1996
Abstract: This paper examines the role played by derivatives in determining the interest rate
sensitivity of bankholding companies’ (BHCs’) common stock, controlling for the influence
of on-balance sheet activities and other bank-specific characteristics. The major result of the
analysis suggests that derivatives have played a significant role in shaping banks’ interest rate
risk exposures in recent years. For the typical bankholdingcompany in the sample, increases
in the use of interestrate derivatives corresponded to greater interestrateriskexposure during
the 1991-94 period. This relationship is particularly strong for bankholding companies that
serve as derivatives dealers and for smaller, enduser BHCs. During earlier years, however,
there is no significant relationship between the extent of derivatives activities andinterest rate
risk exposure. There are two plausible interpretations of the relationship between interest rate
derivative activity andinterestrateriskexposure in the latter part of the sample period: one
interpretation suggests that derivatives tend to enhance interestrateriskexposure for the
typical BHC in the sample, while the other suggests that derivatives may be used to partially
offset high interestraterisk exposures arising from other activities. The analysis provides
support for the first of these two interpretations.
Section 1: Introduction
Interest raterisk is one of the most
financial intermediaries. Broadly speaking,
important forms of risk that banks face in their role as
interest raterisk is the risk that a bank’s income
and/or net worth will be adversely affected by unanticipated changes in interest rates. This risk
arises directly from banks’ traditional role as financial intermediaries that accept interest-sensitive
liabilities and invest in interest-sensitive assets. In its most basic form, interestraterisk arises
through mismatches in the maturity of assets, liabilities and off-balance sheet positions that can
lead to volatility in income and net worth as interest rates rise and fall. More comprehensively,
banks’ income and net worth can be affected by changes in the slope as well as the level of the
yield curve, by changes in spreads between different interest rates, and by changes in the volatility
of interest rates. Finally, interestraterisk can also arise through changes in the timing of
payments in response to changes in the interestrate environment.
An important question that has arisen in the discussion of banks’ exposure to interest rate
risk concerns the role played by derivatives. The prevalence of derivatives usage by banks has
increased dramatically in recent years, raising questions about the risks that banks face from these
activities. In particular, derivatives provide a relatively inexpensive means for banks to alter their
interest raterisk exposures. In the absence of an active derivatives market, banks would be able
to adjust their interestraterisk exposures mainly by altering the composition of their assets and
liabilities. In this situation, the costs of achieving any given level of interestraterisk exposure
could be high, since adjusting the composition of a bank’s portfolio could disrupt the bank’s
underlying business strategy.
1
In addition, it might be difficult for a bank to adjust its interest rate
l
For instance, it could be difficult and costly for the bank to lengthen the duration of its
loan portfolio if many of its customers want short-term or variable-rate loans.
-2-
risk exposures quickly, since certain portions of the balance sheet could be difficult to alter over a
short time horizon.
Derivatives provide a means for banks to more easily separate interestrate risk
management from their other business objectives. In theory, the existence of an active derivatives
market should increase the potential for banks to move toward their desired levels of interest rate
risk exposure. This potential has been widely recognized, and the question that has arisen in
consequence is whether banks have used derivatives primarily to reduce the risks arising from
their other banking activities (for hedging) or to achieve higher levels of interestrate risk
exposure (for speculation).
It is not clear a priori which of these two alternatives is more likely. Indeed, the
contribution of derivatives to banks’ interestraterisk exposures could vary significantly across
institutions and over time, reflecting differences in factors such as the interestrate environment,
customer preferences, and desired levels of interestraterisk exposure. The evidence on this point
from previous studies is somewhat mixed, although several studies have found evidence consistent
with the idea that derivatives have been used by banks to enhance interestraterisk exposure.
This paper examines the role of derivatives in determining interestrate sensitivity of bank
holding companies’ (BHCs’) net worth, controlling for the influence of on-balance sheet activities
and other BHC-specific characteristics. The major result of the analysis suggests that derivatives
have played a significant role in shaping BHCs’ interestraterisk exposures in recent years. For
the typical bankholdingcompany in the sample, increases in the use of interestrate derivatives
corresponded to greater interestrateriskexposure during the 1991-94 period. This relationship
is particularly strong for bankholding companies that serve as derivatives dealers and, to a
-3-
somewhat lesser extent, for smaller, end-user institutions. During earlier years, however, there is
no significant relationship between the extent of derivatives activities andinterestrate risk
exposure.
The positive relationship between interestrate derivatives andinterestraterisk exposures
appears to be consistent with the idea that the typical BHC in the sample used derivatives to
enhance these exposures. However, an alternative interpretation of the results exits. Specifically,
the positive correlation could reflect the influence of portfolio characteristics that are not
controlled for in the regression specification. To the extent that BHCs use interest rate
derivatives to hedge high interestraterisk exposures arising from these unobserved factors, this
could result in the observed positive relationship. While it is difficult to definitively reject this
second interpretation of the results, the paper presents evidence in support of the first
interpretation.
The remainder of this paper is organized as follows. The next section reviews previous
work that has examined the relationship between derivatives and banks’ interestrate risk
exposure, and motivates the empirical work in the subsequent sections. Section 3 describes the
data set and the measure of BHCs’ interestrateriskexposure used in the analysis. Section 4
describes the cross-sectional regressions relating BHCs’ portfolio characteristics and derivatives
activities to their interestraterisk exposure. The final section of the paper contains summary and
conclusions.
Section 2: Previous work on banks’ interestraterisk exposure
A number of recent papers have examined the relationship between interestrate risk
exposure and banks’ derivatives usage. Several of these papers have found results consistent with
-4-
the idea that increased use of derivatives by banks tends to result in higher levels of interest rate
risk exposure.
2
For instance, Sinkey and Carter (1994) and Gunther and Siems (1995) found a
significant, negative relationship between the balance sheet “gap” measures of interestrate risk
exposure
the difference between assets and liabilities that mature or reprice within specified
time horizons and the extent of derivatives usage by banks. These papers argue that this finding
is consistent with the idea that banks use derivatives as a substitute for on-balance sheet sources
of interestraterisk exposure, rather than as a hedge. In contrast, Simons (1995), using a similar
empirical approach, finds no consistent relationship between on-balance sheet gaps and
derivatives usage.
While these results point to a significant relationship between derivatives and banks’
interest raterisk profiles, the empirical specifications used in these papers raise questions about
the robustness of their findings. In particular, these papers use interestrate gap measures as
explanatory variables in regressions describing the extent of derivatives usage for a large panel of
banks. However, both derivatives and on-balance sheet positions can be seen as “inputs” that can
be used by banks to achieve a desired level of interestraterisk exposure. In fact, the conclusions
drawn by some of these papers
that derivatives are used as a substitute for on-balance sheet
interest rate exposures are consistent with this view. If this view is correct, however, then
derivatives usage and on-balance sheet gaps are determined jointly by banks, and regressions
using one of these as an explanatory variable for the other will suffer from simultaneity bias.
2
In contrast, papers examining the relationship between derivatives activity and interest
rate risk exposures among thrifts have found that greater use of derivatives has tended to be
associated with lower risk exposures. See Brewer, Jackson and Moser (1996) and Schrand
(1996).
-5-
Gorton and Rosen (1995) use a different approach to this question that avoids the
difficulties of working with balance-sheet based maturity gap data. Specifically, they use the
limited data available from banks’ Reports of Condition and Income (the Call Reports) on the
maturity distribution of interestrate derivatives to derive estimates of the direction of interest rate
risk exposure arising from these positions. Their conclusion is that the interestrate exposures
arising from interestrate swaps tend to be mostly, though not completely, offset by exposures
from other bank activities. Further, they find that the extent of offsetting varies with bank size,
with large dealer banks experiencing the greatest amount of offset. Thus, Gorton and Rosen’s
results can also be interpreted as suggesting that the net impact of banks’ interestrate swap
activity is to increase interestraterisk exposures.
In order to extend this earlier work on derivatives andinterestraterisk exposure, it is
helpful to consider another body of work that has examined the general nature of banks’ interest
rate risk exposures. In particular, these studies have used stock market data to measure the
interest rate sensitivity of banks’ common stock.
3
These papers use two-factor market models
that relate the return on the equity of individual banks to the return on the market and a term
designed to capture interestrate changes. The coefficient on the interestrate term (the interest
rate “beta”) can be interpreted as a measure of interestraterisk exposure.
Most of these studies have examined the time series properties of the interestrate betas,
attempting to assess whether these coefficients are stable over time. In general, the papers have
found that the coefficients on both the market rate of return and the interestrate term vary
3
Another group of papers has used Call Report data to estimate the duration of banks’ net
worth (see Wright and Houpt (1996), Neuberger (1993)).
-6-
significantly over time (Kane and Unal (1988), Yourougou (1990), Neuberger (1991), Song
(1994), Robinson(1995), and Hess and Laisathit (1996)). A few papers have attempted to explain
the variation in the interestrate sensitivity measure across banks by using balance sheet data to
account for differences in banks’ activities (Flannery and James (1984a, 1984b), Kwan(199 l)).
These papers find a significant relationship between balance sheet characteristics and banks’
interest raterisk exposure.
The market-model approach to interestraterisk measurement provides a way to assess the
relationship between derivatives andinterestrateriskexposure that avoids the simultaneity
difficulties of some of the earlier work in this area.
4
The market-based measure of interest rate
risk exposure can be seen as the “output” of banks’ attempts to manage their interestrate risk
exposure, using the “inputs” of balance sheet positions and derivatives. In other words, the
interest raterisk measures captured by the market model take into account the banks’ joint
decision-making process concerning the on- and off-balance sheet components that contribute to
overall interestraterisk exposure. Thus, the simultaneity problem in using both balance sheet gap
measures and measures of derivatives usage in a single regression is avoided. The next sections of
the paper describes the approach in greater detail.
4
Choi, Elyasiani and Saunders (1996) use a three-factor model that incorporates changes
in both interest rates and exchange rates to examine the relationship between derivatives and
interest rateand exchange rates exposures. They estimate the model for a sample of 59 large U.S.
banking companies and find a significant relationship between the resulting interestand exchange
rate betas and the banks’ interestrateand exchange rate derivatives usage. Because the focus of
their analysis is on the joint impact of interestand exchange rate derivatives on risk exposure, it is
difficult to derive a clear indication of the net impact of derivatives on interestraterisk exposure
from their results.
-7-
Section
3:
Market Model Regressions andInterestRate Sensitivity
The foundation of the empirical analysis in this paper is a series of annual market model
regressions relating the return on a bankholding company’s common stock to the return on the
market and a term designed to capture changes in interest rates. The basic form of the regression
is:
(1)
where r
kt
is the return on BHC k’s stock in week t, r
mt
is the return on the S&P 500 index in week
t, and di
t
is the interestrate term, defined as:
(2)
di
t
= -(i
t
- i
t-1
)/(l + i
t-1
),
where it is the yield on the constant maturity ten-year Treasury bond.
5
Note that di
t
is the
negative of change in the total return on the Treasury security, so that an increase in yield results
in a decrease in di
t
.
BHC k’s stock to changes in interest rates, controlling for changes in the return on the market. In
that sense, it can be interpreted as a measure of BHC k’s interestraterisk exposure. In particular,
the coefficient is an estimate of the modified duration of the BHC’s equity. A positive interest
rate beta implies that the value of the BHC’s equity tends to decrease when interest rates rise,
while a negative beta implies the opposite. Thus, the sign and magnitude of the interestrate beta
‘The analysis described in this and the subsequent sections of the paper was also
performed using a range of alternative Treasury rates. The results for yields on Treasury
securities ranging from 2 to 30 years were similar to those discussed in the text.
[...]... BHCs deliberately use interestrate swaps to enhance interestrateriskexposure or because BHCs fail to use interestrate derivatives to reduce interestraterisk exposures fully back to “average” levels, the relationship between derivatives usage andinterestrateriskexposure remains -28- References Berger, Alan N., Anil K Kashyap and Joseph M Scalise “The Transformation of the U.S Banking Industry:... which argue that banks view interestraterisk exposures arising from on- and off-balance sheet positions as substitutes for one another However, there is an alternative interpretation of these results that is consistent the idea that BHCs use derivatives to hedge interestrateriskexposure Specifically, the positive correlation between interestrate swap activity andinterestraterisk exposures could... used in the regression equation, but that have significant influence on interestrateriskexposure If the interestrate risk exposures arising from these factors tend to be offset by the BHC’s interestrate -24- swap positions, then this could produce the positive correlation between interestrate swap activity andinterestrateriskexposure reflected in the regression results 20 In contrast to the first... relationship between interestrateriskexposure and interestrate swaps may vary across BHCs of different size groups Gorton and Rosen (1995), for instance, find that the relationship between the interestrate risk exposures arising from banks’ swaps portfolios and from the rest of their activities differs significantly by asset size group Specifically, their finding that banks’ swaps portfolios tend to... that the regression preserves the sign (positive or negative) of the interestrate betas The sign of the interestrate beta provides an indication of the direction of a BHC’s interestrateriskexposure In measuring the extent of interestrate risk, however, both positive and negative betas can imply significant interestrateriskexposure Thus, in interpreting the coefficients, it is important to remember... E Strahan “Historical Patterns and Recent Changes in the Relationship between BankHoldingCompany Size and Risk. ” Federal Reserve Bank of New York Economic Policy Review (July 1995), pp 13-26 “Diversification, Size, andRisk at BankHolding Companies.” Journal of Money, Credit and Banking (forthcoming) Flannery, Mark J and Christopher M James “The Effect of InterestRate Changes on the Common Stock... “Re-examination of InterestRate Sensitivity of Commercial Bank Stock Returns Using a Random Coefficient Model.” Journal of Financial Services Research 5 (1991), pp 61-76 Neuberger, Jonathan A Riskand Return in Banking: Evidence from Bank Stock Returns.” Federal Reserve Bank of San Francisco Economic Review (Fall 1991), pp 18-30 BankHoldingCompany Stock Riskand the Composition of Bank Asset Port... conclusions about BHCs’ behavior in using interestrate derivatives On the one hand, this correlation could indicate that swaps are used to enhance interestrateriskexposure by the typical bankholdingcompany in the sample Alternatively, the positive correlation could reflect the use of swaps to hedge interestraterisk exposures arising from unobserved portfolio characteristics In practice, it... scale of a BHC’s derivatives usage and its interestrateriskexposure during the 1986-90 period However, the results suggest that increases in the notional amounts of interestrate derivatives at a given BHC were associated with higher interestrate betas during the 1991-94 period The coefficients on both interestrate swaps and all interestrate derivatives are positive and statistically significant in... BHC-specific characteristics that affect interestrateriskexposureand that the impact of interestrate derivatives is significant above and beyond these BHC-specific characteristics Thus, the results suggest that the coefficient on interestrate swaps is not simply reflecting the impact of fixed BHC characteristics that tend to result in higher interestraterisk exposures However, these results still . characteristics and banks’ interest rate risk exposure. The market-model approach to interest rate risk measurement provides a way to assess the relationship between derivatives and interest rate risk exposure. Institutions Center's conference on Risk Management in Banking, October 13-15, 1996. Derivatives, Portfolio Composition and Bank Holding Company Interest Rate Risk Exposure 1 Draft: November 8, 1996 Abstract:. derivatives activities and interest rate risk exposure. There are two plausible interpretations of the relationship between interest rate derivative activity and interest rate risk exposure in the latter