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Accounting Research Center, Booth School of Business, University of Chicago and Wiley are collaborating withJSTOR to digitize, preserve and extend access to Journal of Accounting Research.
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Accounting Research Center Booth School of Business University of Chicago
Revalued Financial, Tangible, and Intangible Assets: Associations with Share Prices andNon-Market-Based Value EstimatesAuthor(s): Mary E. Barth and Greg ClinchSource: Journal of Accounting Research, Vol. 36, Studies on Enhancing the Financial ReportingModel (1998), pp. 199-233Published by: on behalf ofWiley Accounting Research Center, Booth School of Business,University of ChicagoStable URL: http://www.jstor.org/stable/2491314Accessed: 03-02-2016 14:34 UTC
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8/17/2019 JAR Revalued Tangibles and Intangible Assets Association with Share Prices and Non Market Based Value Estimates…
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Journal of Accounting Research
Vol. 36 Supplement 1998
Printedn
US.A.
Revalued Financial, Tangible,
and Intangible
Assets:
Associations withShare Prices and
Non-Market-Based
Value
Estimates
MARY E. BARTH* AND
GREG CLINCHt
1. Introduction
This
study nvestigates
hether elevance,reliability, nd timeliness
f
Australianasset revaluationsdiffer cross types
of
assets, ncluding
in-
vestments, roperty, lant and equipment,
and
intangibles.
We
also
in-
vestigate
whether
they
differ f the valuation amount is determined
by
the
firm's oard
of
Directorsor
an
independent
appraiser,
for
more
ver-
sus less timelyvaluations, and forrevalued amounts that are above or
below historical ost.1We base our
inferences
n
the association between
*Stanford
University;
tAustralian Graduate School
of
Management. We appreciate
helpful comments
and
suggestions by workshop participants
at
the 1998 Journal ofAccount-
ing Research Conference,
the
NYU
Intangibles
Research Conference, especially discussant
Jon Low, Massey University,
the
University
of
Sydney,
the
University
of
Tasmania,
the
1997
Australian Graduate School
of
Management
Finance and Accounting Research Camp,
and
the 1997 American
Accounting
Association Financial Accounting and Reporting Section
conference, especially
discussants Mark
Lang
and
Jim
Leisenring,
and
an
anonymous
re-
viewer.
We
also appreciate
the
research assistance
of Kazbi Kothavala and
Kerry
Pat-
tenden and
funding by
the
Class
of
1969 Faculty
Fellowship and Financial Research
Initiative
of
the Stanford University Graduate
School of Business, and New York Univer-
sity's Leonard
N. Stern
School
of
Business.
We also
thank IIBIEIS for
permitting
use
of
their
analyst
forecast data and
New York University's
Leonard N. Stern School
of
Business
for
enabling
access
to
the IIBIEIS data.
1
Throughout,
we use the
term "revaluations"
to refer to
recognized revalued
amounts
associated with
assets
that
have
been revalued.
We use
the
phrase "current-year
revalua-
tions" to refer to revaluations made in the current
year.
199
Copyright ?,
Institute
of
Professional
Accounting,
1999
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200
ENHANCING
THE
FINANCIAL
REPORTING MODEL:
1998
the recognizedamounts forvarious categories
of
revalued
assets
of
Aus-
tralian firms nd share prices and
a
non-market-based stimate
of firm
value, which s
based on
analysts'
arningsforecasts.
Our evidencebears directly n revaluationpracticesunderAustralian
GAAP However,our evidence also bears
indirectly n current
ssues fac-
ing the Financial
Accounting Standards
Board (FASB) in the United
States.
U.S.
GAAP requires disclosure,
and
the
FASB is considering
re-
quiringrecognition, f fairvalues of all
financial nstruments.
urrently,
there s no
U.S. proposal
to
disclose
or recognizenonfinancial
ssets
at
fair
value (FASB [1991;
1996]). Yet,fair
values of all assets ikely
re
rel-
evant to financialstatementusers.
One reason the FASB distinguishes
financial nd nonfinancial ssets s thebelief that fairvalues are not re-
liably estimable
for nonfinancialassets,especially ntangible
assets and
tangible assets
whose
value in
use varies from xit or entry alue (Barth
and Landsman
[1995]).
Because
Australian GAAPpermitsrevaluing
all
long-lived ssets
at
fairvalue (and many
Australian
firms o
so),
exam-
ining Australian evaluationsby asset
class
permits
us
to test
this
belief.
Also, Australian
GAAPpermitsrevaluationsbased
on
independent
ap-
praisers' or directors'
value estimates,
which maydiffer
n
reliability,nd
does
not require
revaluations
every year,
possibly
affecting
elevance
and timeliness.2We investigate ll of thesepossibilities.
Although revaluations
of
appreciated
assets are
discretionary
nder
Australian GAAP,
evaluations
of
impaired
assets
are required,
as
they
are
under U.S.
GAAP
However,
determiningwhether long-term
sset
is
impaired and the amount of
the impairmentrequires
considerable
judgment.3The
most
notable change
that
would result
from
adopting
fair
value accounting
for ong-lived
assets under U.S. GAAP
s
recogni-
tion
of
such
assets
at
amounts
in
excess of
depreciated
historicalcost.
Australian irms fford s an opportunity oprovide evidence on thisdi-
mension of the
fair
value
accounting
debate.
Specifically,
e
investigate
whether
revalued
amounts n
excess of historical ost are value
relevant
and
investigate
he relation
between
share returns nd
revaluations
hat
would not be
permitted
nder
U.S. GAAp
4
Our
primary
indings
re
based
on
estimating
elations
between share
price, or a firmvalue estimate
based
on
analysts' earnings
forecasts,
and
operating
earnings,book value
of
equity
minus the book values for
2
Australian
GAAPpermits onsiderable
discretionregarding sset
revaluations,nclud-
ing whether
and when to revalue
upward appreciated assets.
Thus, effects f discretion
can affect ur inferences.
Althoughwe interpret
ur findingswith
hispossibility
n
mind,
we leave to
future
esearch
a
comprehensive
tudy
f the
effects
f discretion.
3
Because of the diversemeasurement
nd disclosure practicesrelating
o asset impair-
ment, the FASB ssued Statement
fFinancial Accounting
tandardsNo. 121 (FASB [
1995]) in
1995,whichclarifies
GAAPrelating o mpairment
f
long-lived ssets
see, e.g., SFASNo.121
BasisforConclusions).
FAS
No.
121 became
effective fter
ur
sample
period.
4
By the term value relevant,"
e mean
that the amount has a significant
elation n the
predicted directionwith hareprices or the non-market-based stimateof firm alue.
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REVALUED FINANCIAL, TANGIBLE,
AND
INTANGIBLE ASSETS 201
the asset classeswe investigate eparately, nd amounts
recognized at cost
and at revalued amounts for those asset classes. The
sample comprises
350 publiclytraded Australianfirms or 1991 through1995: the largest
100 firms nd a random sample of 250 smaller firms. ecause the rela-
tionswe estimate ikely iffer cross ndustries,we present
eparate find-
ings for firms n the nonfinancial,mining, nd financial ndustries.
Regarding sset class,we findthat, s expected based
on priorresearch
on fairvalues of financialassets, revalued investmentsre consistently
significantlyssociatedwith hare prices, except for nvestments f
non-
financial firmsn associated companies. We also findthat revalued
in-
tangible
assets are
consistently ignificantly ositively
ssociated with
share prices,contradicting he view that uch estimates re unreliable. n
fact,there
s little
evidence to indicate
that
nvestors
istinguish ecog-
nized cost and revalued amounts for nvestments nd
intangible ssets.5
The findings egarding evalued property, lant, nd
equipment PPE)
are less consistent.We find that revalued aggregate
PPE is significantly
positively
ssociated with share
prices
for firms
n all
three industries.
However,whereas revalued plant
and
equipment
is
value relevant
for
miningfirms,t is insignificantlyelated to share prices
for nonfinancial
firms
nd significantly egatively elated
to
share prices for
financial
firms.Revalued propertys not significantlyssociated withshareprices
for
any ndustry, lthough
t
is for nonbank
financial
firms.
Regarding
source of
revaluation value estimates,
we find littleevi-
dence
indicating ndependent appraiser-based
revaluation mounts
are
value relevantmore
often than
director-based mounts. These findings
suggest that
the
relevance
of
directors' private
nformation
bout
asset
values
can
outweighpotential
effects f directors' elf-interestn
the
es-
timates.
Regarding age
of
revaluations,
we
find
that
revalued
intangible
assets are value relevantregardlessof age, and that nvestment evalua-
tions fromother than the
current
year
are
value relevant
for
nonfinan-
cial
firms. urprisingly,evaluations
f PPE more than threeyears
old are
value relevant
more
consistently
han more
timely
evaluations.Taken
together,
hese
findings uggest
that ack of
revaluation
timelinessdoes
not eliminate the revalued amounts' relevance.
Finding
that revalued amounts are
significantly
ssociated with
share
prices suggeststheyhave implications
for firms'
futureprofitability.
s
Bernard [1993] suggests,we investigate hisdirectly y estimatinghere-
lation
between
the
revalued amounts
and
a
non-market-based stimate
of
firm
alue,
based
on the
present
value
of
analysts'
forecasts
f
future
earnings. Findings using
this firm
alue
estimate
generally
corroborate
5
Under Australian
GAAP,
investments
are not
recognized
based
on
the
equity
method.
Thus,
investments that have not been revalued
are
recognized
at cost. Our analysis does
not
consider the disclosed
equity-method-based
amounts because the
disclosures
do
not
identifywhether they relate to revalued investments.
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202
MARY E. BARTH AND GREG CLINCH
thoseusing share prices, ncreasing ur confidence hatrevaluedamounts
reflect sset value estimates.
We
next estimatethe relation between share returns nd
current-year
revaluations,partitionedby whetherthe revaluationaffectsnet income
or is recognized directly n shareholders' equity.We find that aggregate
revaluations recognized directly
n
earnings are significantly ositively
related
to
share returns
or
nonfinancialfirms, ut those recognizedin
equity re
not.
The reverse s true
for
mining
nd
financial irms. urther
analysesreveal thatthepositive arningsrelationprimarilys attributable
to PPE and intangibleassetrevaluations,whereasthe positiveequityre-
lation primarily
s
attributable o
investments.
We
find ittledifference n
the
relation with returns
for
director-
r
independent appraiser-based
revaluations.
Relating
to
amounts
not
observed
under
U.S.
GAAP,we
first stimate
the
price specifications
fter
partitioning evalued
asset amounts
into
those stated bove cost (not permitted nder U.S. GAAP) and those stated
below
cost
(required under U.S. GAAP). We find revalued
amounts
for
investments nd
PPE
generally re
value
relevantregardless of
this
par-
titioning;
ata limitations
reclude conducting
this
analysis
for
ntangi-
ble
assets.Second, we findthatupward revaluations ecognized
n
equity
are positively elated to returns, lthoughnot significantlyo for non-
financialfirms.However,revaluations ecognized n earnings, egardless
of
sign,
re
negativelyssociatedwith eturns, ith he exception
of
down-
ward revaluations or nonfinancial
firms.
ownward
revaluations
recog-
nized
in
earnings,
.e.,
those
required
by
AustralianGAAPand U.S.
GAAP,
are
significantlyositively elated to returns
or
nonfinancial
firms.
Our
finding hatupward revaluations ecognized
in
earningshave
a
negative
relation with returns uggeststhe
market
discounts discretionary arn-
ings increases, because upward
revaluations are
discretionary.We
find
littledifference etween the returns indings or director- nd indepen-
dent appraiser-basedrevaluations.
Finally, ecause our sample comprises
firms
f disparate size, we also
estimate
the
price and
returns
regressions eparately
for
twosize-parti-
tioned samples.
We
find ittle
difference
etween them for revalued in-
vestments
nd
intangible assets,
but revalued PPE
is
more
consistently
value relevant
for
smaller
nonfinancial nd financialfirms.
Also,
revalu-
ations
by
smaller firms re
somewhat
more
consistently ignificantly
s-
sociatedwithreturns han those of largerfirms.
Section 2 describes Australian
GAAPfor
revaluations
nd reviews
re-
lated research. Section
3
develops the
estimation
quations and section
4
describes
the data and
descriptive
tatistics. ections
5
and
6
present
findings
rom
he price and non-market-based alue estimate egressions
and returns
pecifications, espectively.
ection
7
presentsfindings
rom
analyses
aimed
at differences
etween
upward
and
downwardrevalua-
tions,
nd section
8
presentsfindings
rom
dditional
analyses, ncluding
thosefrom ize-partitioned amples. Section 9 providesa summary nd
concluding
remarks.
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REVALUED FINANCIAL,
TANGIBLE, AND
INTANGIBLE ASSETS
203
2.
Australian
GAAPfor
Revaluations nd
Related
Research
2.1
AUSTRALIAN
GAAP FOR
REVALUATIONS
Australian
GAAP (ASRB
1010 [1987], as
amended by AASB
1010
[1993]) permits
firms o revalue
noncurrent ssets
upward when
the as-
set's
recoverableamount exceeds
its
carrying mountand
requires firms
to
revalue
noncurrent assets downward
when the
asset's recoverable
amount fallsbelow tscarrying
mount.
The standarddefines
recoverable
amount as the net
amount expected to
be recovered
throughnet cash
inflows
risingfrom he asset's
continued
use and subsequent
disposal.6
Asset
revaluation ncrements
an be
recognizedonly f all
assets n an
asset
class are revalued, i.e.,
selective
upward revaluations re
not per-
mitted.However,revaluationdecrements,whenrequired, are permitted
for
ndividual assets.Revaluation
ncrements re credited
directly o
an
equity asset
revaluation
reserve,unless
the
incrementreverses
previ-
ous
decrement
for
the same class
of assets
thatwas recognized
in
earn-
ings.
In that case,
the increment s
recognized in
earnings to the extent
of the
previousdecrement
recognized
in
earnings.Analogously,
evalu-
ation
decrements are
recognized
as expenses unless the
decrement re-
verses an
existing
previous
increment
for the same class
of assets that
was crediteddirectly o an equityrevaluation reserve. n thatcase, the
decrement s
recognized
as an
adjustment
o the
revaluation
reserve,
o
the
extent
of
the
previous
ncrementrecognized
in
the revaluation re-
serve.7The
standard
applies
to
all
noncurrent ssets other
than
nvento-
ries
or
foreign
currency
monetary ssets,except that
goodwill
can
be
revalued
only downward.
Under AustralianGAAP,
equired disclosures
for
revalued
assets
in-
clude,
for each
class
of
revalued
asset,
the
year
of
the
revaluation and
whether he
carryingmounts were determinedbyan independentval-
uation.
For
revaluations
based
on
independent
valuations,
the
revalued
amount
equals the amount to which the
ndependent
valuer certifies nd
the
valuer's name
is
disclosed
in
the
annual
report.
Disclosures also
in-
clude, by
class
of
asset,
the amount
before accumulated
depreciation
of
6
Recoverable
amount
can be
calculated based
on
the
present
value or
nominal value
of
these
cash
flows,
at the
discretion
of
management,
and
the
calculation
method must be
disclosed.
Approximately 30%
of our
sample
firms discount
future
cash flows in
determin-
ing recoverable amount. For upward revaluations, the revalued carrying amount need not
equal, but
must
not
exceed, recoverable
amount,
although
it is
rare for
upward revalua-
tions
to be based
on recoverable
amount.
In
contrast,
downward revaluations must be to
recoverable amount.
7When
depreciable
assets are
revalued, any
balances
in
accumulated
depreciation
are
credited to the
asset
account
to
which
they
relate
and
subsequent
depreciation
is
based
on
the
revalued
amount.
As revalued assets are
depreciated, depreciation
of
the
revalued
amount is
considered realized.
Any gain
or loss
on revalued
assets is
the difference
between
the
carrying
amount
of
the
asset
at
disposition
and the
proceeds. Thus,
the
gain
or
loss
in-
cluded in
earnings
does
not
include
any
unrealized revaluation
increment that
previously
was recognized directly in the equity revaluation reserve. See also Easton, Eddey, and Har-
ris
[1993]
for
further
discussion of
Australian
GAAP
for
revaluations.
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204
MARY E. BARTH AND GREG
CLINCH
assets carried at revalued amounts and at cost. We exploit these disclo-
sures to
provide evidence
on
value relevance of revalued assets by class
of asset and by source and age of revaluation.
2.2
RELATED
RESEARCH
2.2.1. Asset evaluations.
This
study irectly ontributes o
the
litera-
ture
investigatingsset revaluations
f
Australian
nd U.K. firms.
ome
studies
e.g.,Amir,Harris, ndVenuti [1993] and
Barth
nd
Clinch
[1996])
investigate sset revaluations sing reconciliations etween domestic and
U.S. GAAP
arnings
and shareholders'
equity,which
the
U.S. Securities
and
Exchange Commission SEC) requires
for
foreign
irms
rading quity
shares
in
U.S. markets.Althoughthe reconciliations ermitdirect com-
parisons
of
cost and revalued amounts
for
the same assets,they
do
not
permit nvestigatingisaggregated ssetrevaluations.Moreover,most ross-
listed revaluationfirms re U.K. firms, hich generally nlyrevalue PPE.
For a combined U.K. and Australian sample, Amir,Harris, and Venuti
[1993] find some evidence of value relevance for revaluation-related
reconciling tems,
whereas
Barth nd Clinch
[1996]
find hatneither
U.K.
norAustralian sset revaluationsrepositivelyorrelatedwith nformation
investors se in setting hare prices.
Other studies nvestigate sset revaluationsbyfirms hat do not nec-
essarily
rade shares
in
U.S. securitiesmarkets.
nvestigating
Australian
firms, rown, zan,
and Loh
[1992],
Henderson and
Goodwin
[1992],
Whittred nd
Chan
[1992],
and Cotter
[1997]
focus on
managements'
motivations or evaluing ssets,whereas harpe and Walker 1975], Brown
and Finn
[1980],
Standish and
Ung [1982],
and Emanuel
[1989]
inves-
tigatethe impactof revaluation nnouncements
on
shareprices. Inves-
tigating
U.K.
firms, boody,Barth,
nd Kasznik
[forthcoming]
ind that
PPE revaluationshave predictivepower regardingfutureprofitability.
The most
closely
related
study
s
Easton, Eddey,
and
Harris
[1993]
(henceforth EH), which nvestigates alue relevance
of Australian sset
revaluations
for
72
industrial
firms rom 1981
to
1990.
EEH
find that
aggregate
revaluation reserve
increments
have
significant xplanatory
power
for
returns ver earnings
nd
earningschanges,
and that
the level
of
the
aggregate revaluation
reserve has
significant xplanatorypower
for
price-to-book
atios.
They
also findthat
ncluding
the revaluationre-
serve n book value results
n
price-to-book atioscloser to one and with
lower variance
than those obtained
when
excluding
the revaluationre-
serve.
EEH
interpret
heir
findings
s
indicating
sset revaluations
help
align
market
and
book values
of
equity,although
revaluations
re
not
timely.
Bernard
[1993]
notes that EEH's
finding
of
value relevance for
revaluations s
particularly nteresting
ecause
property, .e.,
land and
buildings,
s
the
primary arget
of
revaluations
for EEH's
sample firms,
and the link
between real estate values
and
operating
cash
flows
need
not be
strong.
Not
only
are EEH unable to
distinguish roperty
evalua-
tionsfrom evaluations f otherassets,but also shareprices provide only
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REVALUED FINANCIAL,
TANGIBLE, AND
INTANGIBLE ASSETS
205
an
indirect measure
of
expected future
operations. We provide
direct
evidenceon these two ssues
by nvestigating
eparately roperty evalu-
ations
and by nvestigatingheassociation between
revaluations nd
firm
value based on forecasts f future arnings.
This
study
xtends
EEH
by partitioning ssets nto major asset
classes
and,
as
Bernard [1993] suggests, y estimating he
relation between
re-
valued
amounts
nd
an
estimate
f firm alue based on
analysts'
arnings
forecasts
Frankel
and
Lee
[1996]). Also,
we
investigate eparately
non-
financial,mining, nd financial ervicesfirms,
rovide evidence on
value
relevance for three major classes
of
assets:
nvestments, PE,
and
intan-
gibles, and subclasses
within
these three,
and
investigatewhether
cap-
ital marketparticipantsnterpret ifferentlyirector- nd independent
appraiser-determinedalue
estimates
nd
whether he
age
of
revaluations
affects heir
value relevance.
We also explore whethervalue relevance
of
asset revaluations iffers or
revalued
amounts
above and below historical
cost
and
investigate
whether the
relation between returns nd revalua-
tions differs
or
revaluations
nitially ecognizeddirectly
n
equity
and in
earnings. Because
our
1991-95 sample period includes growth nd re-
cession
years,we investigate
eparatelyupward and downwardrevalua-
tions.
Finally,we investigate ifferences
ssociated withfirm ize,
analyst
following,nd assetturnovernrevaluations' aluerelevanceand relation
withreturns.8
2.2.2.
FinancialAssets.
By
nvestigating
evalued
nvestments,
his
tudy
also
contributes
o the
financial ssets
fair
alue
literature e.g.,
Landsman
[1986],
Barth
1991], Barth,Beaver,
nd
Landsman
[1992],
Barth
1994],
Bernard, Merton,
and
Palepu [1995], Barth,
Beaver,
and Landsman
[1996],
Eccher, Ramesh,
and
Thiagarajan
[1996],
Nelson
[1996],
and
Venkatachalam
[1996]).
These
studies'
findings
ndicate
that
fair
value
estimates re value relevant orat leastsome financial ssets,particularly
banks'
investment
ecurities,
which
are
listed
investments.
he
invest-
ments sset class
we investigate
s
composed primarily
f
associated
com-
pany
and listed investments.
lso,
we
report
evidence for
three
major
industry roups, ncluding
financial
firms.
n
Australia he
financial
firm
group
includes four
arge banks,
and
a
few smaller
and
regional
banks,
plus
nonbanking
financial
ector
firms,
o it
s more
diverse
han the
U.S.
bank
samples
in
the cited
studies.
2.2.3. Nonfinancial ssets. This study lso contributes o the litera-
ture
investigating
sset
value-related
estimates for nonfinancial
assets
of
U.S.
firms.
Although
the
estimates
these
studies
investigate
re
not
8Easton
and Eddey
[1997] extend EEH to 1991-93. They find that the revaluationre-
serve ncrement change
in
revaluation
eserve ncrement) ndividually rovides ignificant
explanatorypower for
returns
ncremental o earnings
and
changes
in
earnings
for 1991
(1992).
In
1993, the revaluationreserve ncrement nd change in
revaluation
reserve
n-
crement
ogether rovide
ignificantncremental xplanatory ower.They also
find
that n
1992
net
increases and
decreases
to
the revaluationreserve re value
relevant,
ut in
1991
onlynetdecreases are value relevant.
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206
MARY E. BARTH
AND GREG
CLINCH
estimates
f
fairvalue per se, the
estimates ikely re more closelyrelated
to fairvalues than to historical
osts.The studiesprovide mixed evidence
regarding
he
estimates'value
relevance.
For
example, Bell [1983], Mag-
liolo [1986], and Harris and Ohlson [1987] present mixed findings e-
garding the incremental
explanatorypower
of oil and
gas disclosures
under SFASNo.
19
(FASB [ 1977]), which
one can
view
s
fairvalue disclo-
sures.When investigatingurrent ost and constant
dollar disclosuresre-
lated to inventory nd PPE under
SEASNo. 33 (FASB [1979]), Beaver and
Landsman [1983], Beaver and
Ryan
[1985],
and
Bernard
and
Ruland
[1987]
find
no evidence ofvaluerelevance of the current ost or constant
dollar amounts ncremental o book values. Other studies e.g., Bublitz,
Frecka, and McKeown [1985], Murdoch [1986], Haw and Lustgarten
[1988], Hopwood
and
Schafer [1989], and Lobo and Song [1989]) find
incremental explanatorypower for currentcosts in particular settings.
One
explanation
these
studiesoffer
or ack of
value
relevance
s thatthe
disclosed
amounts
contain nontrivial stimation rror.
3. Research
Design
3.1
PRICE
REGRESSIONS
We seek to assess thevalue relevanceof revaluations s a recognition
basisfor ssets,wherevalue
relevancerefers o the ability f revalued asset
amounts to
reflect
nformation
elevant
to
investors.We
begin by using
share
price
as
a
summary
measure
of
information elevant to investors
and
investigate
he
ability
f
recognized
financial tatement mounts to
explain
this
measure, based
on
(1).
Pit=
wo+wiBVEit+w2NIit+Oit
(1)
where P is share price of firm at time t,BVE is book value of equity
per share,
and NI is net
operating
income
per
share.
We
include BVE
and NI
in
(1)
as
summary
measures
of
information eflected
n
finan-
cial statement
ccounting
numbers. We include
w0
and
(hit
to
capture
the
portion
of
price unexplained
by
BVE
and
NI.
EEH also
use
(1),
without
he
intercept,
s
the basis for their
regressionequations. Equa-
tion
(1)
also
is
consistent
with the theoreticalmodel
in
Ohlson
[1995].
Book
value
of
equity
and
earnings
are the
explanatory
variables
in
(1), yet we
seek
to
determine
whetherrevalued assets' value relevance
varies across
asset
classes,
source
of
value
estimates,
r
age
of
revalued
amounts.
To
this
end,
we
partition
BVE
as
follows:
BVE
_
BV
+
INVEST
COST
+
INVESTJREVAL PPE COST
+
PPE-REVAL
+
INTAN COST
+
INTAN-REVAL
(2)
where
BV
is book
value
of
equity
after
ubtracting ecognized
amounts
related to investments
INVEST),
property, lant,
and
equipment (PPE),
and
intangible
assets
(INTAN);
and
-COST
and
JREVAL
enote invest-
ments, roperty, lant, nd equipment,orintangible ssetsrecognizedat
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REVALUED FINANCIAL, TANGIBLE, AND INTANGIBLE ASSETS 207
cost or at revalued amounts.When investigatingubclasses of assets and
the
source or age
of
revaluations,we use alternative artitions f BVE.
Substituting 2) for BVEin (1), and estimating separate coefficient
for each variable in (2), results n our primary egressionequation:
P
=
ao
+
aBV
+
a2NI
+
a3DISC
+
a4INVEST
COST
+
a5INVESTLREVAL
+
a6PPE-COST
+
a7PPE-REVAL
+
a8INTAN-COST
+
agINTAN-REVAL
c
(3)
where
P is
share
price
as
of
fiscal
year-end.
We
also
include
an
addi-
tional
variable
in
(3), DISC, which representsvaluation
incrementsor
decrements
relating
to
investments, roperty,plant,
and
equipment,
and
intangiblesdisclosed
in
footnotesbut
not
recognized
in
the finan-
cial
statements.
is
the
regression rrorterm.9
All
variables are deflated
by number
of
shares outstanding
nd
firm
nd time
subscripts re sup-
pressed.10We predict
all
coefficients
n
(3) to be positive;
a
coefficient
indistinguishable rom ero indicates the associated variable s not value
relevant.Because
(3)
includes
components
of book value of
equity
and
net
income, we cannot predictcoefficientmagnitudes Ohlson [1995]).
However,we report testsof equality of various combinations of coeffi-
cients n (3) to testwhether ost or revalued amounts are priced by n-
vestors
differently
rom ach
other or fromother
assets.11
3.2
NON-MARKET-BASED FIRM VALUE REGRESSIONS
Bernard [1993] suggestsusing benchmarks
based on
estimatedfuture
operatingprofitability
o
investigatewhetherrevalued asset amounts are
value
relevant.
Using
such
a
benchmark
provides
evidence on
whether
9 EEH also include revaluation increments in their price regressions. However, because
of severe
multicollinearity, they report regression summary
statistics from
estimating equa-
tions that include
only
the
aggregate
revaluation reserve
or the revaluation
increments.
Thus,
we
include in
(3) only
asset
revaluations,
which is the
analogue
of EEH's revaluation
reserve
variable. In section
6,
we
report findings relating
to
revaluation increments.
Also,
one
can
interpret
EEH's
price regression
as
permitting
the
coefficient
on
current-year
revaluations, i.e.,
the revaluation
increment,
to differ
from that on
revaluations from
prior
years, i.e.,
the
aggregate
revaluation reserve. In
section
5.4,
we
permit
the asset revaluation
coefficients to
vary
for
three
age groups, including
the current
year.
10
Deflation
mitigates potential
effects of scale
on
our inferences. Untabulated
findings
reveal our inferences are insensitive to using book value of equity (as in EEH) or sales as
alternative deflators and
estimating
the
equations
in
undeflated
form,
but
including sales,
number of
shares,
or
V
defined
below,
as additional
independent
variables
(Barth
and
Kallapur [1996]).
Our
inferences also are unaffected
by using prices
in
(3), analyst
earn-
ings
forecasts in
(4),
and returns
in
(8)
as
of
three months
after
year-end.
11
These tests assume that within an asset class revalued and nonrevalued assets are
economically
similar. Because
upward
revaluations
are
discretionary,
revalued and non-
revalued
assets could
be
economically
different. To the extent
they differ,
our tests
of
coefficient
equality
could
lead to incorrect inferences
regarding
the
characteristics of re-
valuations.
However,
we have no basis to
predict
whether such differences exist
or,
there-
fore, their effects on the coefficient estimates.
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208
MARY E.
BARTH
AND
GREG
CLINCH
the link between asset values
and future operations
is importantfor
value
relevance.Thus,we estimateversionsof (3)
where the dependent
variable
s an estimate f firm alue based on analysts' arningsforecasts:
V
=
bo
+
b1BV+ b2NI
+
b3DISC+ b4INVESTCOST
+
b5INVEST-REVAL
+
b6PPE-COST
+
b7PPEREVAL
+
b8INTAN COST
+
bgINTAN-REVAL
+
u.
(4)
Variables
other
than
V are as
previously
defined. Following Ohlson
[1995] and
Frankel nd Lee [1996],
Vis based on the following quation:
Vt
-
BVEt
(FEt+
-
rBVEt)
1
+
r)
+
(FEt+2
rBVEt+
i)
/
r
1
+
r) (5)
whereFEt+i is the IIBIEIS median earningsforecast s of the end of the
current iscal
year,t,
for
following
ear, t
+
1;
FEt+2
is the IIBIES median
earnings
forecast t year
tfor
year
t
+
2; and r s thediscount rate,
which
we
assume
equals
10%.
BVEt
s
shareholders' equity
at year
t
and
BVEt
is calculated
using "clean surplus,"which requires
a forecast f the
year
t
+
1
dividend.We
use
the
year
t
dividend multiplied
by the dividend
growth ate over
the past fiveyears
as the dividendforecast.Thus,
V is
the
present value
of forecastedabnormal earnings
for two years,
plus
discounted abnormal earningsfor the remainingyears to infinity,s-
suming abnormal earnings for
the remainingyears
equal year t
+
2 ab-
normal earnings.We use analysts'
orecasts or two
yearsbecause
KBI//S
typically
does
not
include
forecasts beyond two
years for Australian
firms.To the extent revaluations
of long-term ssets
affect orecasts f
earnings beyond
two years,
our ability o detecta significant elation
s
impaired.
Equation (5) simplifies o:
Vt= FEt+21(r(1 + r)) + (dtgt)I(1 + r) (6)
where
gt
s
the
time t dividend
growth
rate
(Penman
[1996]). Thus,
V
reflects he presentvalue
of
analysts'
xpected future
arnings plus the
presentvalue
of
dividendsbetween
time
t
and the
earningsforecastpe-
riod.
Representingfirmvalue
as
the
present value
of
future earnings
is standard
n
the valuation
literature see, e.g.,
Miller and Modigliani
[1966]). However,
rather than basing the value
estimate on, e.g., past
earnings
s an estimate f future
arnings,
Vis
based
on
analysts'
orecasts
of future arnings.12
3.3
RETURNS REGRESSIONS
Findings
from
estimating 3)
and
(4) provide
evidence
on
whether
revalued assets are value relevant,whether
their
mplicitvaluation
co-
12
Because of
the
ink
between
Vand analysts' arningsforecasts,
e
reestimate 4)
using
FEt1,
and
FEt+2
s
the
dependent
variable.
Our
inferences re unaffected.
Our
inferences
from 4) also are unaffectedfprice is included as an additional independentvariable or
used
as
an alternative eflator.
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REVALUED FINANCIAL,
TANGIBLE, AND INTANGIBLE ASSETS
209
efficients iffer
rom hose
of assets recognized at cost, and whether s-
timation
rror n revalued
amounts s sufficiento eliminatetheirvalue
relevance. Because we
cannot disaggregaterevalued amountsinto their
cost and revaluation
components,we cannot establish the
incremental
value of revaluedamounts,givencostdata. Also, we cannot distinguish
whether cost-based amounts
are
value relevant
because
they
re corre-
lated with ssets' values
and/or whetherrevalued amounts are
value rel-
evant because they re correlatedwith ssets' costs.
To
provide some evidence on this
question and
to
investigate
he time-
liness of current
revaluations,we investigatewhether annual
share re-
turns are associated with
current-year evaluations. As
before, (1)
provides the basis for
the
estimating quation.
As
in
EEH, note
that:
ABVE
=
NI-DIV+
RRI+
other
(7)
where ABVE s the
change
in
book value
of
equity
n
year t,
DIV is
divi-
dends, and RR
is
revaluationreserve increment. That is,
RH
is the
amount of
upward
or
downward
asset
revaluation
for the
year
recog-
nized
directly n equity. other
epresentschanges to equityother than
from
arnings,dividends, nd
increments
o
revaluationreserves.Thus,
first-differencing1),
substituting 7) for ABVE, nd deflating
ll vari-
ables by beginning-of-yearrice yields:
RET
=
ko
+
kjNI+
k2ANI+ k3RRJ+
v
(8)
where
RET
is raw
return,
.e.,
Pt
+
DIVt
-
Pt-,
/
Pt-,,
v
includes
other,
and
ko
s
wOt
wOt-l.
denotes
annual change.
As
in
(3) and (4), we disaggregateRRlJinto evaluation
ncrements y
asset
class.
Also,
recall that some
revaluations, .g.,write-downs
f
assets
not
previouslywritten p, are
recognized
in
net income, RRI2PL. hus,
we
also
partitionearnings
into
operating earnings
before
revaluations
and RRIPLbyasset class,and estimateversionsof thefollowing eturns
equation:
RET
=
co
+
cjNI
+
c2ANI
+
c3INESTLRRI
+
c4PPELRR
+
c5INTANJRI
+
c6INVESTJWJPL c7PPERRIPL
+
c8INTANPRRIPL
+
o
(9)
where
RET
is the
firm's
12-month
raw
share
return
ending
at fiscal
year-end,RRI denotes therevaluationreserve ncrementforyeart, nd
RRIPL
denotes revaluations
recognized
in
earnings.
Other
variables are
as defined
previously.13
13
EEH include ARRI in
their
returns
specification, although,
as with their
price
regres-
sions, they report findings only
for
regressions
that include
either RRJ or
ARRI,
but not
both.
Similarly,
we
do not include
ARRI,
or
ARRJPL,
in
(8). Interpretation
of
findings
from
regressions
that
include both
variables
also
is
confounded
because
most firms do not
re-
value assets
every year.
For
our
sample firms,
on
average,
each
year 36% (31%)
revalued
assets through equity (earnings). Thus, for many firms,in a revaluation year ARRJequals
RRI
and
in
the
year following
a
revaluation,
ARPJ
equals
-RR1t-1.
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210
MARY E.
BARTH
AND GREG
CLINCH
4. Data and DescriptiveStatistics
4.1 SAMPLE
FIRMS AND DATA
The sample is composed of the 100 largest companies listed on the
Australian tock
Exchange (ASX), as
measured bymarket alue of equity
as of
June 30,
1996, and a random sample of250 firmselectedfrom he
remainingAustralianfirms raded on the
ASX withmarketvalue of eq-
uitygreater than
A$10
million.
Seven
hundred seventy-six
f
the 1,171
companies withJune 30, 1996 ASXshare
prices meet our market apital-
ization criterion, ndicating that one-third
of traded Australian firms
have marketvalue of equity less than
A$10 million. Nonetheless, our
sample firms epresent 1% of thetotalmarket apitalizationof the ASX
domestic stocks.We
exclude
18 and 3
foreign-domiciled
irms rom
he
top 100 and random
sample firms,
espectively, ecause theydo not fol-
low Australian
GAAP We include a firm
n
our sample for the years it
has data the
equations require. We select the 100 largestfirms o facili-
tate comparisons
with
EEH and extend
the sample to smaller firms o
facilitate
generalization
of our
findings.
The
sample period
is 1991-95.
We obtain financial
tatement ata
from
firms'
nnual reports
to share-
holders and market
ata from he AustralianGraduate School of Manage-
ment'sCentreforResearch nFinance sharepricefile.We obtainanalysts'
earnings
forecasts
rom
/BIEIS.
4.2
DESCRIPTIVE
STATISTICS
Table
1, panel
A, presents ndustry
nd
calendar yearbreakdowns
of
the
samplefirms. t revealsthat
no
single
ndustry ominates
the
sample,
except gold miningfirms, hich comprise
a
large
fraction
f
the
mining
industry
ample. We present eparate
findings orfirms
n
the nonfinan-
cial, mining, nd financial ndustries ecause the relationbetweenshare
prices,
or
the
non-market-based
measure of firm
value,
and
revalued
amounts
ikely
iffers
cross
ndustries. ata
limitations
reclude
us
from
using
more refined
ndustry
lassifications.
ecause
we select our
sample
based
on 1996
market
value
of
equity
and do not
require
firms o
have
available
data for
all
sample years,panel
A
also
reveals that
the
sample
size increases
over
time.
Table
1, panel
B,
reveals
mall
variations n market
apitalization
cross
industriesbut largevariations n totalassetsand sales. Financial firms,
on
average,
have
large
total
assets,
with
a
skewed
distribution,
eflect-
ing
their
typical asset structure nd the
presence
of
some firmswith
extremely arge total
assets.
Mining firms,
n
average,
have
the
smallest
sales, partially eflecting
he fact that some
mining
firms re
in
the
ex-
ploration stage and thus
have
large
assets
and/or
market
capitalization
but small sales.
These
industry
ifferencesn
accounting
amountsreflect
some
reasons
motivating
ur
separate
industry nalyses.
Table
2 presents
descriptive
tatistics or
market-to-book atios and
the regressionvariables,and the number of nonzero observationsfor
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TABLE
1
Descriptivetatistics elating
o
Sample fPublicly radedAustralian irms rom 991 to 1995
Panel A: Industry nd Calendar-YearSample Composition
Total
Industry 1995 1994 1993 1992
1991 Observations Companies
Nonfinancial
Developers and Contractors 7 6 7 6 4 30 8
Building
Materials
8 6 7 7 6 34
8
Alcohol
and Tobacco 5
4
4 3 2 18 5
Food and Household Goods 6 6 5 5 4
26
6
Chemicals 3 2 2 2
2
11 3
Engineering 3
3
3 2 2 13 3
Paper and Packaging 2 2 2
1 1
8 2
Retail 5
3
5 4 3
20
6
Transport 5
3 3
2
2
15
5
Media
12
9
8 7
3
39 12
Miscellaneous Services 13
6
9 8 8
44
14
Miscellaneous Industrials 13 9 8 9 8 47 14
Diversified ndustrials 6 6 6 5 5
28
6
Tourism nd Leisure 8
6 5
4 3
26
8
Total Nonfinancial 96
71
74 65 53
359
100
Mining
Gold
39
25
27 26
24
141
42
Other Metals 15
13
12
10 7 57
15
Solid
Fuels 2
3
3 3
2
13
3
Oil and Gas 11
12
13 13 13
62
14
DiversifiedResources 2 2 2 2
1
9 2
TotalMining 69 55 57 54 47 282 76
Financial
Banks
8
8
8 8 7
39
8
Insurance
5
5 4
2
0 16
5
Entrepreneurial
nvestors 4
2
3 3
1
13 4
Investment nd Financial Services 24
17 19
16
14
90 26
Property
rusts 15
13
9
5
5
47 15
Total
Financial 56 45 43 34
27 205
58
Total
221 171
174 153
127
846
234
Panel
B:
Size of Sample Firms
Variable
Mean
Median Standard Deviation
Market
Capitalization
Nonfinancial
1,085.00
256.80
1,926.50
Mining 1,301.50
133.90
4,343.50
Financial
1,171.40
194.60
3,046.30
Total Assets
Nonfinancial
1,439.80 228.00
2,826.30
Mining 1,026.90
90.40
3,640.00
Financial
9,243.60
280.10
29,943.20
Sales
Nonfinancial
1,439.80 228.00 2,826.30
Mining
560.40 30.60
2,154.20
Financial
761.20
45.80
2,104.70
Number
of
Companies
Nonfinancial 100
Mining
76
Financial
58
Market
apitalization
s as of
June 0, 1996;
ll other ariables
re as
of the atest
ear
he
firm
ppears
n
the
sample.
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212 MARY
E.
BARTH AND
GREG
CLINCH
TABLE
2
Descriptive
Statistics
Relating
to
Market-to-Book
Ratios
and
Variables
Used
in
the
Empirical
Tests
Sample
of
Publicly
Traded
Australian
Firms
from
1991
to
1995
Nonfinancial
Mining
Financial
Variable
Mean
Median
sd.
n
Mean
Median
s.d.
n
Mean
Median
s.d.
n
Market-to-Book
Ratio
2.11
1.43
5.09
353
3.01
1.67
6.13
272
1.30
0.99
1.69
199
P
3.61
2.58
3.51
353
2.53
1.20
3.60
272
3.42
2.00
4.92
199
V
3.62
3.09
2.67
185
2.68
1.92
2.80
130
4.45
3.84
3.19
67
BV
2.43
1.76
3.17
353
1.27
0.75
1.61
272
3.39
1.93
5.20
199
NI
0.20
0.16
0.40
353
0.09
0.04
0.22
270
0.24
0.11
0.45
199
DISC
0.15
0.05
0.26
132
0.09
0.01
0.25
107
1.24
0.07
3.21
76
INVEST
OST
0.43
0.12
1.14
209
0.32
0.12
0.40
169
2.47
0.62
5.51
108
REVAL
DIRECTOR-all
0.25
0.08
0.64
117
0.30
0.04
0.45
32
2.06
1.57
2.51
84
DIRECTORLCURR
0.32
0.14
0.83
66
0.38
0.07
0.54
17
2.21
1.69
2.56
77
DIRECTORLPREV2
0.24
0.14
0.28
16
0.05
0.00
0.14
10
0.31
0.07
0.51
4
DIRECTOR-OLD
0.08
0.01
0.12
44
0.19
0.02
0.31
15
0.13
0.09
0.10
9
INDEPENDENT-all
2.40
2.02
2.44
8
0.01
0.01
0.00
3
1.11
1.00
1.14
21
INDEPENDENT-CURR
1.45
0.72
1.92
7
0.02
0.02
0.00
2
1.11
1.00
1.14
21
INDEPENDENTJPREV2
2.85
2.85
0.06
2
0.01
0.01
1
0
INDEPENDENT-OLD
3.35
3.35
1
0
0
PPE
COST
1.98
1.11
3.12
349
1.94
0.99
2.96
267
1.24
0.32
3.30
121
REVAL
DIRECTOJLall
0.47
0.29
0.59
180
0.36
0.08
0.52
109
0.77
0.75
0.62
45
DIRECTORLCURR
0.34
0.14
0.51
77
0.20
0.07
0.38
44
0.99
0.95
0.63
26
DIRECTOILPREV2
0.42
0.16
0.68
81
0.23
0.08
0.33
36
0.34
0.13
0.42
16
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REVALUED
FINANCIAL,
TANGIBLE,
AND INTANGIBLE
ASSETS
213
DIRECTOR-OLD
0.28
0.09
0.36
84
0.34
0.12
0.44
64
0.30
0.06
0.42
11
INDEPENDENT-all
0.44
0.27
0.41
161
0.45
0.09
0.76
23
1.85
0.59
2.70
35
INDEPENDENT-CURR
0.44
0.32
0.40
46
0.16
0.09
0.20
9
2.56
1.46
3.11
19
INDEPENDENT-PREV2
0.48
0.40
0.42
78
0.04
0.01
0.04
5
1.20
0.23
1.98
11
INDEPENDENT-OLD
0.18
0.13
0.24
77
0.58
0.07
0.91
15
0.21
0.21
0.19
15
INTAN
COST
0.53
0.13
1.00
277
0.15
0.07
0.17
56
0.74
0.09
1.48
66
REVAL
DIRECTOR-all
1.14
0.50
4.25
53
0
0.23
0.23
0.17
8
DIRECTORPCURR
0.14
0.05
0.16
13
0
0.21
0.23
0.10
4
DIRECTORLPREV2
1.40
0.05
5.57
29
0
0.20
0.05
0.26
3
DIRECTOR-OLD
1.30
0.17
2.15
14
0
0.45
0.45
1
INDEPENDENT-all
0.38
0.23
0.46
22
0
0
INDEPENDENT-CURR
0.88
0.74
0.89
3
0
0
INDEPENDENT-PREV2
0.46
0.28
0.45
9
0
0
INDEPENDENTOLD
0.17
0.21
0.10
10
0
0
P
=
Share
price
as
of
fiscal
year-end.
V
=
Non-market-based
estimate
of
firm
value,
based
on
present
value
of
IIBIEIS
analysts'
earnings
forecasts.
BV
=
Book
value
of
equity
after
subtracting
recognized
investments,
property,
plant,
and
equipment,
and
intangible
assets.
NI
=
Operating
income.
DISC
=
Disclosed,
but
not
recognized,
asset
value
estimates.
INVEST
=
Investments.
PPE
=
Property,
plant,
and
equipment.
INTAN
=
Intangible
assets.
COST
and
REVAL
denote
recognized
amounts
based
on
historical
cost
and
revaluation.
For
revalued
amounts,
DIRECTOR
and
INDEPENDENT
denote
whether
the
rec-
ognized
revalued
amount
is
based
on
a
directors'
or
independent
appraisers'
valuation.
CURR,
PREV2,
and
OLD
denote
whether
the
recognized
revalued
amount
is
based
on
a
revaluation
in
the
current
year,
the
previous
two
years,
or
earlier.
All
variables
are
deflated
by
number
of
shares
outstanding.
n
indicates
number
of
observations
with
nonzero
amounts
and
s.d.
denotes
standard
deviation.
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214
MARY E. BARTH AND GREG CLINCH
each asset category.
t
revealsthatthemean (median) market-to-book a-
tio ranges from1.30 (0.99) forfinancialfirms o 3.01 (1.67) for mining
firms.
hese
statisticsndicatethat,
despite
asset
revaluations,
n
average,
sample firmshave net off-balance-sheet ssets. Untabulated statistics
reveal
that
for the
three samples
together, hare price, P. and the non-
market-based stimate of firm
value,
V
are highlypositively orrelated
(Pearson correlation
=
0.854).
Although
one
would expect a significant
positive
correlation
because both are measures
of
firm
alue,
the
differ-
ence in the source of the estimates
makes
the
correlation triking.
Table 2 reveals that revaluations
comprise a large fractionof recog-
nized amounts for all asset categories
and most nvestment evaluations
are based on directors'valuations. Revalued investment mounts most
frequently
re
based on current
valuations,although many mining and
nonfinancial firms' nvestment evaluationsare
more
than three
years
old.14
n
contrast, here are many
PPE
revaluations n
all age categories
for all three
industries.
Regarding
timing
of
revaluations,
untabulated
statistics
eveal that there
are many
PPE
revaluations
n
each
year
since
before 1981.
Although
some
investment evaluations lso
predate 1981,
there
are almostnone between 1981 and 1985.
Almost
no
intangible sset
revaluations
predate 1988.
Table 2 also reveals that manynonfinancial firms evalue intangible
assets,
but
no
mining
and fewfinancialfirms o
so.15
However,
because
mining
firms nclude
intangible
mineral
rights
n
PPE, some revalued
PPE
for
mining
firms elates to
intangible
assets.
Untabulated statistics
indicate
thatthe most
commonly evalued ntangible sset fornonfinan-
cial firms
s
brands. For these
firms,
evalued
intangibles
nclude brands
identified eparately:32%, brands,
patents,and licenses identified s a
group: 15%,
licenses
dentified
eparately: 3.5%, goodwill: 13.5%,
tech-
nologyassets: 12%, and other, ncluding executorycontracts:13.5%.16
Finally, able 2 reveals thatmost
revaluations re based on directors'val-
uations, except
forPPE
revaluations
or
nonfinancial nd financial
firms,
which
oftenare
based on
independent
valuations.17
14
Because
most
financial firms' investment revaluations that are based on directors' val-
uations also are
current,
our
findings
in table 6
below
relating
to
age
of
financial
firms'
possessive
investment
revaluations
could
be attributable to the
same revaluations
as the
findings relating
to director-valuation-based financial firms'
investment revaluations
in ta-
ble 5. The statistics in table 2 suggest that other revaluation partitions we investigate are un-
likely
to
be
driven
by
the
same observations.
15
Review
of
annual
reports
reveals
that
intangible
assets
revaluations
do not relate to
the
purchase
of
intangibles, e.g., through
a
purchase-business
combination.
Rather,
intan-
gible
asset
revaluations
relate
to
revaluing
intangibles
either
by recognizing internally gen-
erated
intangibles
or
changing
the
carrying
amount of
a
purchased intangible
asset.
16
The
distributions of
revalued
intangibles
are similar for the
large-
and
small-firm sub-
samples, although large
firms
have
a
greater percentage
of
revalued
goodwill
and
the
small
firms
have
a
greater percentage
of
revalued
brands and other
intangibles.
17
The
statistics in table
2
indicate
that
many
of the cost and
revaluation
amounts
have
skewed distributions. However, untabulated statistics reveal that rank correlations among
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REVALUED FINANCIAL, TANGIBLE, AND INTANGIBLE
ASSETS 215
5. Findings fromPrice
and Non-Market-Based
Value
Regressions
5.1
MAJOR ASSET CLASSES
Table 3, panels A and
B,
present summary tatistics
rom estimating
(3)
and
(4) together
with
p-values
associated
with tests of equality of
coefficients. o mitigate ffects f extremeobservations,
we exclude ob-
servationswith estimated residuals greater
than three standarddevia-
tionsfrom ero. Also, we only estimate coefficient or
a
particular sset
partition
f the number of firmswith
nonzero
observations
or that
par-
tition xceeds five.
FollowingBarth and Kallapur [1996], we base all test
statistics n White [1980] standard errors.The termsignificantefers o
statistical ignificance t
a
levels ess than 5%, using a
one-sided
alterna-
tive,because we predictall
coefficientso be positive.
Tabulated findings
are based on estimating ll
equations pooled cross-sectionally
nd inter-
temporally; ntabulatedfindings rom eparate-year
stimations esult
n
similar nferences.
Looking first t the priceregression indings
n
table 3, panel A, we see
that revalued amounts
in all three asset classes are value
relevant; the
coefficients n
INVEST-REVAL, PEREVAL,
and INTANAREVAL
re
con-
sistently ositive,
s
predicted,
nd
significantly
ifferent
rom
ero.18As
expected, coefficients n most other independent variables
are signifi-
cantlypositive. The
exceptions are
those on
intangible
asset cost-based
amounts,
NTANi
COST
for
miningfirms,
nd otherdisclosed but
not rec-
ognized value estimates,
ISC,
for nonfinancial
firms.
The
p-values
associated
with
tests
of coefficient quality reveal that
the null
hypothesis
hat all
balance
sheet coefficients re equal is re-
jected, except
for
mining firms, ndicating
that not all
components
of
book value of equityhave the same value multiple.Similarly,estsgen-
erally reject the
null
hypotheses
that all
-COST
coefficients
re
equal,
whereas
equality
of all JREVAL
oefficients
s
rejected
only
for
non-
financialfirms. ests comparing
coefficients n cost-based and revalua-
tion-based amountsrejectequality only
for nonfinancialfirms'
PE and
intangible assets, suggesting
that
in
most cases investors do
not dis-
tinguish
cost- and revaluation-based
mounts
for
investments
r PPE.
the
variables are
similar to the Pearson correlations.
The statistics also
indicate
that
the
level
of
correlation
is
not
extreme. The
average
absolute
correlation
(rank correlation)
between
each
of
the asset cost
and
revaluation
amounts
is
0.20 (0.18),
0.31
(0.32),
and
0.45
(0.45),
for
nonfinancial,
mining,
and financial
firms, respectively.
18
To
investigate
whether the
significant
relation
is attributable to the act of revaluation
rather than
to
the
revalued
amounts,
we reestimated
(3)
after
including
indicator vari-
ables that
equal
one if
the firm had nonzero assets in that
class and
cost
basis,
and
zero
otherwise.
Our inferences
generally
are unaffected.
Also,
because NI includes revaluations
recognized
in
earnings, RIPJPL,
e
reestimated
the table 3
specifications
defining
NIas
net
income excluding RRIPL. Our inferences are unaffected.
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TABLE 3
Summary tatisticsrom egressionfPrice,
,
and Non-Market-Basedstimate fValue,
V,
on
Income nd BookValue f quity artitioned yAssetClass and Valuation asis
Sample fPublicly radedAustralian irms rom
991 to 1995
Panel A: Price as Dependent Variable
Nonfinancial Mining Financial
Variable Coef. t Coef.
t
Coef.
t
Intercept 0.40 3.16 0.19 2.32 0.81 7.09
BV 1.34 12.20 1.24
6.48 0.68
5.27
NI 2.65
3.83 1.95 2.66
3.85
5.68
DISC -0.37 -0.70 3.39
3.84 0.78
7.32
COST
-INVEST
1.03 5.13 1.40 3.46 0.26 2.33
-PPE
1.45 13.15 1.37
9.77 0.41
2.15
-INTAN 1.18 7.17 -0.24 -0.23 1.41 2.45
REVALUATION
-INVEST
1.22 5.52
1.37
3.03 0.33
6.23
-PPE
0.59
2.71
1.42 5.82
0.55
1.91
-INTAN
0.65 7.85
n 347
268
195
Adj.
R2 0.808
0.872 0.932
p-Values
for
Tests
of
Coefficient
quality
Coefficient
est Nonfinancial
Mining
Financial
All Balance Sheet 0.00 0.55
0.00
All -COST 0.06 0.31 0.00
All REVAL 0.03
0.92
0.44
INVEST
-COST
and _.REVAL 0.52 0.96 0.44
PPECOST and
-REVAL
0.00 0.84
0.74
INTANCOST and _REVAL
0.00
Panel
B:
Non-Market-Based
alue Estimate as
Dependent
Variable
Nonfinancial
Mining
Financial
Variable
Coef. t Coef.
t
Coef.
t
Intercept 1.86 7.07 0.28
2.73 1.83 3.95
BV 0.61 4.51 0.43 4.07 0.52 2.08
NI
2.46 3.36 1.75
3.92
1.81 2.43
DISC -0.19 -0.56 0.45
0.83 -3.65 -1.69
COST
_INVEST
-0.39 -1.06
0.42
1.95
0.22
1.03
.PPE
0.94 7.96 0.66
7.91 1.47 1.97
-INTAN
-0.27
-0.96 -0.35
-0.64 3.07
3.42
REVALUATION
_INVEST
0.82 2.82
3.34
3.69 -0.07 -0.36
....PPE
-0.64
-2.58
1.09
7.22
-0.17
-0.26
-INTAN 0.35 2.19
n
184
129
67
Adj.
R2
0.684 0.909
0.748
p-Values
for
Tests
of
Coefficient
quality
Coefficient
est
Nonfinancial
Mining
Financial
All
Balance Sheet 0.00
0.00
0.00
All
-COST
0.00
0.07
0.01
All REVAL 0.00
0.01 0.88
INVEST
-COST
and
_.REVAL
0.04 0.00
0.20
PPEMCOST nd
_REVAL
0.00 0.01
0.20
INTANCOST and _REVAL 0.04
Pis
share rice
s of fiscal
ear-end.
is
non-market-based
stimate
f
firm
alue,
ased
on
present
valueof
IIBIEIS
analysts'arnings
orecasts.
V s
book valueof
equity
fter
ubtracting
nvestments
(INVEST), roperty,lant,
nd
equipmentPPE),
and
ntangible
ssets
INTAN).
NIis
operating
ncome.
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REVALUED FINANCIAL, TANGIBLE, AND
INTANGIBLE ASSETS
217
TABLE 4
Summary Statistics romRegression
of Price, P.
on
Income
and
Book Value
ofEquity
Partitioned
byAsset Class and Valuation Basis
Sample of Publicly Traded Australian
Firms
from 1991 to
1995
Nonfinancial
Mining Financial
Variable
Coef.
t Coef. t
Coef.
t
Intercept 0.37
3.08 0.19
2.19 0.86 7.55
BV 1.35
13.25
1.20 5.86 0.23 2.21
NI 2.45
3.98 1.90 2.68
5.12 8.25
DISC
-0.27 -0.47
3.65 4.56
0.50 4.94
COST
-ASSOCLINVEST
0.00 0.00
1.97 3.07
0.73 2.16
-LISTED-INVEST
1.31
6.08 1.39 3.02
0.52
5.07
-PROP-PPE 1.32 5.01 1.31 7.77 -0.40 -0.92
-P&E.YPE
1.50 13.01
1.44 9.11 0.85 5.56
-GDWL-INTAN
1.86 4.90 -4.83 -3.50
-0.10 -0.13
-VARIED-INTAN
1.10 5.85
2.27 3.92 2.08
7.09
REVALUATION
-ASSOCLINVEST
0.46 0.92
1.59 3.18
-LISTED-INVEST
1.22 5.61
0.99 2.23 0.26 5.32
-PROP-PPE
0.38 1.69 -1.51
-1.52
-0.52 -1.78
-P&E-PPE
0.91 1.40 2.19 5.32
-6.20 -4.93
-VARIEDiINTAN
0.85
5.28
n 346 268 197
Adj.
R2
0.832
0.884
0.947
p-Values
for Tests of Coefficient
Equality
Coefficient Test
Nonfinancial
Mining
Financial
All
Balance Sheet 0.00
0.00
0.00
ASSOC
INVEST_
COST and JREVAL 0.60 0.68
LISTED
INVEST_
COST
and
_
REVAL
0.78
0.53
0.00
PROP PPE..COST and
_ REVAL 0.00
0.00
0.82
P&E
PPE&COST and _REVAL 0.38
0.08
0.00
VARIED
INTAN_
COST
and
_REVAL
0.35
P
is share
price
as
of fiscal
year-end.
BV s
book
value of
equity
after
ubtracting
nvestments
INVEST),
property, lant,
and
equipment (PPE),
and
intangible
ssets
(INTAN).
NI
is
operating
ncome.
DISC
is dis-
closed,
but
not
recognized,
ssetvalue estimates.ASSOC
LISTED)
denotes
associated
companies
(listed
nvest-
ments);
PROP
(P&E)
denotes
property plant
and
equipment);
GDWL
VARIED)
denotes
goodwill
(varied
intangibles).
COST and REVAL enote
recognized
amounts
based
on
historical ost
and
revaluations.
All vari-
ables
are
deflated
by
number of
shares
outstanding.
Data limitations
reclude
estimation
f
coefficients
or
each asset
partition.
oefficients
re
only
stimated
f
there
re
nonzero observations or
more than five irms.
Findings reported
n section
5.2 below,
where
we
partitionby
asset sub-
class,
ndicate that
the
rejections
of coefficient
quality
n
table 3
are at-
tributable
o
property,
n
the case of
PPE,
and
goodwill,
n
the
case
of
intangible
ssets.
If
we turnnext
to the
findings
rom
he
non-market-based
stimate
of
firm
alue,
V,
regression,
able
3, panel B,
reveals
that,
because
calculat-
ing
V
requires
analyst coverage
and
earnings forecasts,
he
sample
is
less
than one-half as
large
as
the
price regression
ample.
Nonetheless,
regarding
revalued
amounts,
there are
only
three
inconsistencies
be-
tween the findingsbased on price and V Specifically, ornonfinancial
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218
MARY E. BARTH AND GREG CLINCH
firms, evalued PPE is significantly
egatively ssociated with V but sig-
nificantly ositively ssociated with
price. For financial firms, evalued
investments nd revalued PPE are
insignificantlyssociated with V but
significantlyssociated withprice. Testscomparingcoefficientsn panel
B
reject equality more frequently han
is the case for
the
price regres-
sions in panel A.
In section 8.1 we
report findings
from
estimating 3) separately
for
the
large and smaller sample
firms.
irms
with analystcoverage,
which
comprise the sample in table 3, panel
B,
are comparable
to the
larger
firm ample in section 8.1. Findings
reported
there for the
larger firms
are
consistentwiththose reported
n
table
3, panel
B.
This
suggests
hat
the inconsistenciesbetween the table 3, panel A and panel B findings
are attributable o differences n
firm
ize across
the
two
samples,
not
to
differences
n the
dependent variables,P and
V
Thus,
the
table
3, panel
B
findings ndicate that mplications
for
futureprofitability
f
revalued
assets are
reflected
n
non-market-based stimates
of firm
alue
and
in
share
prices.
5.2
ASSET
SUBCLASSES
In
this
section, we investigate
further
he potential
for
differential
value relevance across asset classes bydisaggregating ach major asset
class into
two subclasses. EEH's findings lso motivate his ection's anal-
ysis.
Because
more
of EEH's
sample
firms evalue property
han other
assets,
one
interpretation
f their
findings s
that
their
value relevance
finding
for revaluations
primarily
s
attributable
o
property.
Our find-
ings ndicate this
s
not thecase forour
sample,
n that nvestments'
nd
intangible ssets' revalued amountsare
significantlyssociated with hare
prices
and
estimates f future
rofitability.owever,
n
section 5.1
we
ag-
gregateproperty nd plant and equipment; n this ection,we investigate
separately
ts two
subclasses.19
Table 4
presents results from
estimating 3) but disaggregating
n-
vestments nto
investments
n
associated companies
and
other,primarily
listed, nvestments; PE into property,
rimarily
and and
buildings,
nd
plant and equipment; and intangibleassets nto goodwill and other
in-
tangibles.
Bernard
[1993] leads
us
to
expect
that nvestments
n
associ-
ated
companies, plant
and
equipment, and
other
intangible
assets
are
more likelyto be associated with firms'futureprofitabilitynd, thus,
share
prices,
than
listed
nvestments,roperty,
nd
goodwill.
Findings
n
table 4
reveal that,
as
expected,
revalued
investments
n
listed
companies
are
significantly
ssociated
withprices
for all
three
n-
dustries.
However,
revalued
investments
n
associated
companies
are
only
value relevant or
mining
firms.
lso, revalued property
s
only
mar-
19
Property (plant
and
equipment)
revaluation
findings
are based on
253 (98),
88
(82),
and 60 (16) observations f