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    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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    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,

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    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