This paper measures the market value of long-term debt and assesses ho
w using book values of debt as proxies for market values can have seri
ous effects in empirical work. Market values of debt are estimated fro
m the Lehman Brothers Fixed Income Data Base, which has become availab
le only recently. This database contains dealer quotes for end-of-mont
h bid prices, and generally these quotes are of acceptable quality. In
a significant number of cases, we have quotes on 90% or more of a fir
m's outstanding debt issues. The role of debt in corporate decisions a
nd performance is a major concern for firm management, investors, and
financial scholars. Estimates of debt are used to answer important que
stions on the optimal capital structure for a firm, what determines th
e actual capital structures observed, and what the firm's overall cost
of capital is, a measure that is typically backed out by using data o
n firm capital structure. Despite the substantial interest in such iss
ues, empirical research usually relies on book rather than market valu
e of debt. This reliance arises primarily because of the difficulty of
obtaining quality estimates of the market value of firm debt. Because
of this difficulty, there has been little work on the nature, extent,
and seriousness of the errors introduced by using book rather than ma
rket value of debt. This paper begins to close the gap left by empiric
al studies and allows investors and corporate decision makers to make
sensible assessments of the data to apply the book value of debt. Book
values sometimes seriously mismeasure market values of debt; not surp
risingly, this mismeasurement is associated with changes in bond-marke
t yields. We focus on three key empirical issues to explore how the us
e of book values of debt affects empirical results. First, mismeasurem
ent can influence cross-sectional studies of capital structure, though
we find evidence that the errors introduced may not be important. Sec
ond, mismeasurement can influence time series studies of capital struc
ture: this influence can be quite important. Third, calculation of a f
irm's overall cost of capital requires estimates of the value of debt:
we find that mismeasurement can have important effects on these estim
ates. We show how some empirical results are sensitive to using market
values of bonds, but others are not, depending on the time period and
questions considered. As an example, we compare estimates of capital
structure that use hook versus market values of debt over the period 1
978-1991. We present two estimates of aggregate debt-to-value ratios f
or large firms that on average issue investment-grade debt. One estima
te uses our measure of market value of debt, the other book value; bot
h use market values of equity. We also provide summary statistics that
describe the behavior of capital structure over time for 15 industrie
s. In the early part of our study period, estimated long-term-debt-to-
value ratios based on book and market values of longterm debt diverge
substantially. as expected, differences in book and market capital str
ucture are associated with changes in the level of interest rates. In
studies that explain capital structure differences across firms at a p
oint in time, use of book rather than market value of debt introduces
measurement error, but the associated problems may not be severe. Acro
ss 15 industries, correlating debt-to-value ratios using book and mark
et values for bonds is almost perfect at any point in time. However, w
ork with data across industries and time simultaneously can contain su
bstantial measurement error, because the time variation of the book va
lue of debt often deviates substantially from the time variation of th
e market value of debt. Deviations of the two measures arise in major
part because changes in yields affect the market value of debt. The ri
sk of equity or debt depends on the mixture of the two used in financi
ng a firm's assets. In this sense, the risk is likely to be important
in understanding the combined risk the firm faces, rather than looking
separatory at its debt and equity. For example, the expected rate of
return and volatility of a firm's assets are more likely to be time-co
nstant than those of either equity or debt alone, because equity and d
ebt's expected rates of return and volatilities vary not only with tho
se of the firm's assets, but also with changes in the firm's debt-to-v
alue ratio. Further, the majority of studies that consider equities an
d bonds together use book rather than market values of bonds, another
possible source of error. One illustration of these problems involves
estimated costs of capital for 15 industries, found in a CAPM-based ap
proach using estimated market-model betas. Differences in results acro
ss estimation methods can be large. In practice, bond prices are often
not available. Bond betas are guessed rather than estimated, which ca
n lead to even greater discrepancies. If the capital structure changes
a lot over time, it is probably better to first estimate the firm's o
verall cost of capital rather than starting with separate estimates of
equity and debt cost of capital.