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TheAssociationbetweenIndividualAuditPartners9RiskPreferencesandthe
CompositionoftheirClientPortfolios
EliAmir
LondonBusinessSchool
Regent'sPark,LondonNW14SA,UK
Eamir@london.cdu
Juha-PekkaKalkinki*
UniversityofOulu,DepartmentofAccountingandFinance
P.O.Box4600,FIN-90014UniversityofOulu,Finland
Juha-Pekka.Kallunki@oulu.fi
HenrikNilsson
StockholmSchoolofEconomics,DepartmentofAccounting
P.O.Box6501,SE-11383Stockholm,Sweden
Henrik.Nilsson@hhs.se
October2011
*Correspondingauthor.WethanktheseminarparticipantsalBocconi(Italy),theUniversityof
Cyprus,IEBusinessSchool(Spain),theNorwegianBusinessSchool,BI(Norway),the
UniversityofNewSouthWales(Australia),theUniversityofAuckland(NewZealand),the
UniversityofOulu(Finland)andVictoriaUniversity(Wellington,NewZealand)foruseful
comments.EliAmirisgratefultotheLondonBusinessSchoolforresearchsupport.Wealso
thankEuroclearSweden,FinansinspektionenandtheSwedishtaxagencyforproviding[he
requisitedata.Anypossibleerrorsareourown.Thisstudyhasbeenevaluatedandapprovedby
TheRegionalEthicalReviewBoardinUmea,Sweden(DNR08:074O).
TheAssociationbetweenIndividualAuditPartners9RiskPreferencesandthe
CompositionoftheirClientPortfolios
Abstract
Werelaxtheassumptionoftenmadeinempiricalauditingresearchthatauditorsare
homogenousindividualswithsimilarpersonalcharacteristics.Basedontheexistingtheoriesin
economicsandbehavioralsciences,wcexplorewhetherauditpartners1attitudetowardsrisk,as
measuredbytheirpersonalcriminalconvictions,arcreflectedinthecompositionoftheirclient
portfolios.AnalyzingauniquedatasetofSwedishauditpartners'criminalconvictions,wefind
thattheclientsofauditpartnerswithcriminalconvictionsarecharacterizedbygreaterfinancial,
governanceandreportingriskthanthoseofauditpartnerswithoutcriminalconvictions.Also,
auditpartnerswithcriminalconvictionschargehigherauditfeescompensatingthemfor
acceptingriskierclients,aftercontrollingforotherauditriskvariables.
JELClassification:M41,M42,G30,K42
Keywords:AuditPartners,CriminalConvictions,ClientPortfolios,AuditRisk,Accounting
Conservatism
1
OntheAssociationbebveenIndividualAuditPartners9RiskPreferencesand
theCompositionoftheirClientPortfolios
1.Introduction
Researchshowsthatauditors'portfoliomanagementdecisionsareaffectedbytheclient's
perceivedrisk,andthatauditorsassessclientriskonthebasisofclient-specificcharacteristics,
suchasfinancialcondition,thelevelofcorporategovernanceandthequalityoffinancial
reporting.Withfewexceptions,thislineofresearchtypicallyassumesthatauditorsare
homogenousintheirattitudestowardsclientrisk.Todate,littleisknownabouthowindividual
auditpartners'personalriskpreferencesaffectclientportfoliodecisions,althoughitisthe
partnerswhomakethesedecisionswithintheauditfirm.Thelackofempiricalarchivalresearch
intheareaisduetodatalimitations,becauseinmanycountries,includingtheUnitedStatesand
theUnitedKingdom,individualauditorsarenotrequiredtosigntheirnamesontheaudit
reports.However,sucharequirementiscurrentlyinpracticeinsomecountries,whichfacilitates
bringingtheanalysisdowntothelevelofindividualauditpartnersinthesecountries,i
ThisstudyutilizesaproprietarydatasetfromSwedentoexplorewhetherauditpartners'
personalriskpreferences,asmeasuredbytheirpossiblepriorcriminalconvictions,arereflected
intheirclientportfoliorisk.2
1See,forinstance,ChinandChi(2008)andChenetal.(2010).ThePublicCompanyAccounting
OversightBoard(PCAOB)hasissuedaconceptreleasesolicitingcommentsonwhetheritshouldrequire
engagementpartnerstosignauditreportstoincreasetransparencyandenhancepartners'accountability
(PCAOB2009).
Thecriminalconvictionsdiscussedherearcnotrelatedtotheauditors'work.Ouranalysisdocsnot
implythatcriminallyconvictedauditorsnecessarilyexhibitillegalorevenfaultyprofessionaljudgment
intheirauditwork.Instead,wearguethatcriminalconvictionsindicateagreaterpropensityforrisk
taking,ingeneralandinparticulartheauditwork.
2
Ourempiricalresultssupportthepredictionthatauditpartnerswithcriminalconvictions
engageinriskierauditsthanthosewithoutcriminalconvictions.Inparticular,wefindthat
clientsofconvictedauditpartnershaveagreaterfinancialrisk,asreflectedintheirfinancial
ratios,andagreatergovernancerisk,asreflectedintheirboardcomposition,thanclientsof
auditpartnerswithoutcriminalconvictions.Moreover,clientsofauditpartnerswithcriminal
convictionshaveagreaterfinancialreportingrisk;thesefirmsreportlessconservatively.We
alsofindsupportforthepredictionthatauditfeesinauditsperformedbyconvictedauditorsare,
onaverage,higherthaninthoseperformedbyauditorswithoutcriminalconvictions,to
compensatetheseauditorsfortakingadditionalrisk.Finally,ourresultsshowthatauditpartners
withcriminalconvictionsaremorelikelytobemalesemployedinNon-Big-5auditfirms.This
findingsuggeststhatBig-5auditfirmsarelesstolerantofrisk-takingauditorsandhaveastricter
screeningpolicyfortheiremployees.3
Wcproceedasfollows:Section2providesareviewoftheliteratureanddevelopsour
predictions.Section3discussesthesampleanddata,andSection4presentsourempirical
analysisandresults.Section5discussesourconclusionsandpolicyimplications.
2.LiteratureReviewandTestablePredictions
2.1.CriminalConvictionsasanIndicatorofRisk-TakingBehavior
Becker(1968)andEhrlich(1973)arguethatindividualsengageincriminalactsifthe
expectedgainfromthatactisgreaterthantheexpectedcosts;theseindividualsarcwillingto
■'WeinterviewedseveralauditpartnersinleadingSwedishfirms.Thesepartnersconfirmedthatthelarge
auditfirmsarelesswillingtotakehigh-riskclientstoavoidlossofreputation.Thesefirmsalsocharge
higherfeesforauditservicesofferedtotheseclientstocompensatethemselvesforadditionalriskand
evenavoidtakingtheseclients.Consequently,smallerauditfirmshavemorehigh-riskclientsthatpay
higherauditfees.Auditpartnersofthelargeauditfirmsalsopointedoutthattheyhavedismissed
auditorsexhibitingexcessiverisk-taking,andtheseauditorsarcoftenhiredbysmallerfirms.These
inteniewsshouldbeviewedasanecdotalevidencesupportingcurpredictions.
4
taketheriskofbeingcaughtandconvictedincourtbecausetheexpectedbenefitscompensate
themfortakingsuchrisks.Hence,adecisiontoengageincriminalactivitiescanbeseenas
rationalbehaviorunderuncertainty.AsEhrlich(1973)pointsout,animportantimplicationof
thesemodelsisthatarisk-neutralindividualwillspendmoretimeonillegalactivitiesrelativeto
arisk-avoider,andarisk-seekerwillspendmoretimeonsuchactivitiesrelativetoboth.Hence,
criminalconvictionsreflectanindividual'srisk-seekingattributeregardlessofthetypeor
seriousnessofthecrime.
Unliketheeconomicapproachtocrime,behavioralresearchlinkscrimetopersonal
attributes,andinparticulartooverconfidence;individualswhoengageincriminalactivitiestend
tobeoveroptimisticandunderestimatetheprobabilityofnegativeoutcomes(seeAideetal.
(2006),Garoupa(2003),PalmerandHollin(2004),andWalters(2009)).Furthermore,Sandroni
andSquintani(2004)findthatoverconfidenceisamajordeterminantoftrafficaccidents,and
McKenna(1993)showsthattheillusionofcontrol,relatedtooverconfidence,characterizes
riskydrivers.OverconfidenceimpliesiiTationalratherthanrationalrisk-takingbehavior;
however,aspointedoutbyCarr-HillandStern(1979),theeconomicandbehavioralapproaches
tocrimeshouldbeseenascomplementaryratherthanconflicting.
Auditors,likeotherindividuals,possessdifferentpersonalcharacteristics,including
differentpreferencesregardingriskandtendencytocriminalbehavior.Severalexperimental
studieshaveexaminedthediversityinauditors'personalcharacteristicsrelatedtotheir
propensitytotakerisk,andhowthesecharacteristicsaffecttheauditworkunderdifferent
circumstances.Forexample,Schatzbcrgctal.(2005)findapositivelinkbetweenauditors'
levelsofmoralreasoningandauditmisreporting.Theyalsofindthatastheeconomicpenalties
increase,auditormisreportingandfeesdecreaseandthemoralreasoningeffectdiminishes.
5
CohenandTrompeter(1998)findthatthemoreaggressiveauditpartnersoflargeauditfirmsare
themorelikelytheyaretorecommendacceptingtheclient'srelativelyaggressiveaccounting
choicesinordertoretaintheclientintheincreasinglycompetitivemarketsofauditservices.
Theyalsofindthatauditorsarcmorewillingtobidfbrexistingthanpotentialclients,afinding
thatisconsistentwiththeprospecttheoryofKahnemanandTversky(1979)-individualsare
risk-aversewithrespecttogainsandrisk-seekingwithrespecttolosses.Fanner(1993)
examinesriskattitudesofindividualauditorsinlargeauditfirmsandfindsthattendenciesfbr
bothriskaversionandriskpreferenceoccuramongauditors.Krishnan(2005)arguesthathigh-
qualityauditorsconstraintheopportunisticfinancialreportingofthefirm.
Priorstudieshavealsoexaminedbehavioralbiases,suchasoverconfidence,among
auditors.Messierelal.(2008)findthatauditpartnersexhibitsignificantoverconfidenceinthe
abilityoftheirsubordinatestodetecterrors.KennedyandPeecher(1997)findthatauditorsare
overconfidentregardingboththeirownandtheirsubordinatcs,technicalknowledge;this
overconfidenceincreaseswiththeknowledgegapbetweensupervisorsandsubordinates.
Whilemanystudieshavelookedatauditfirmleveldata,recentstudieshavefocusedmore
onoffice-levelanalysis.Forexample,ReynoldsandFrancis(2000)examineclientaccrualsand
auditorgoingconcernreportsattheofficelevelofanalysisandfindevidencesuggestingthat
auditorstreatedlargerclientsmoreconservatively.Whileaudit-firm-levelandoffice-level
analyseshavegreatlycontributedtoourunderstandingofthecausesandconsequencesofaudit
risk,qualityandpricing,significantinsightscanbeobtainedbybringingtheanalysesdownto
thelevelofindividualauditors.Auditingrequiresexpertiseandskillsaswellaspersonal
judgmentinassessingtheoverallauditrisk,theappropriatescopeoftheauditandthe
6
accountingchoicesmadebyclientfirms.Therefore,auditors'personalattributeshavea
significanteffectontheirdecisionsregardingtheauditwork.
Theliteraturediscussedabovesuggeststhatauditorsdifferfromeachotherintheir
personalriskpreferences.Wearguethatauditorswhohavebeenconvictedofcrimeshavea
higherpropensityforriskintheirpersonalaswellastheirprofessionalwork.Inparticular,
economictheoryofcrimeimpliesthatauditorswithcriminalconvictionsmaybemorewilling
totakerisksiftheexpectedgainfromtakingsuchriskisgreaterthantheexpectedcosts.For
instance,theymayprefertoengageinauditingmoreriskycompaniesortoallowthese
companiestoadoptlessconservativeaccountingiftheycanchargehigherauditfees(aformal
modelispresentedintheAppendix).Inaddition,behavioralstudiesimplythatauditors'
criminalconvictionsmayreflectover-confidence,whichleadstomoreaggressiverisk-seeking
behavior.
2.2.TestablePredictions
Priorexperimentalstudieshaveshownthatauditorsevaluateclient-relatedriskstoavoid
lossesfromauditengagement.Forinstance,Johnstone(2000)arguesthatauditpartnersevaluate
client-relatedrisks,andusethoseevaluationstodeterminewhethertheauditfirmwillsuflera
lossontheauditengagementduetopotentiallitigation.Otherstudiesshowthatauditorsassess
clicnt-spccificriskbyusingtheclient'sfinancialcondition(PrattandSticc,1994),levelof
corporategovernance(CohenandHanno,2000),andqualityoffinancialreporting(Cohenand
Trompeter,1998).
Theauditfirmlevelresultsonwhetherauditorsvarybytheirtolerancetowardsclientrisk
aresomewhatcontradictory.JonesandRaghunandan(1998)arguethatlargeauditfirmsavoid
7
riskbecausetheyhavemoretolosefromauditfailure.Bycontrast,FrancisandKrishnan(2002)
arguethatlargeauditfirmsaccepthigh-riskclientsbecausetheycandiversifythatriskacross
theirclientportfolio.Therefore,thequestionofhowauditpartners'personalriskpreferences
affectclientportfoliodecisionsisstillanopenone.
Wearguethatauditpartnerswithpriorcriminalconvictionsaremorewillingtoaccept
riskierclientsthanauditorswithoutcriminalconvictions.Consequently,weexpectclientsof
auditpartnerswithcriminalconvictionstobecharacterizedbyhigherfinancialrisk,weaker
governanceandmoreaggressivefinancialreporting,thanclientsofauditpartnerswithout
criminalconvictions.
SimunicandStein(1990)focusonfinancialriskandfindthatauditor'sriskincreaseswith
thedegreeofclients'financialrisk.Hence,anauditpartnerwithapriorcriminalconviction,
whoismorewillingtoengageinriskierauditengagement,ismorelikelytohaveclientswith
greaterfinancialrisk.Thisleadstothefollowingprediction:
Prediction1:Clientsofcriminallyconvictedauditpartnershaveagreaterfinancialriskthan
thoseofnon-convictedauditpartners.
Weakercorporategovernanceincreasestheauditriskbecauseweakergovernanceis
associatedwithhigherlikelihoodoffraud,misappropriaticnsoffunds,andopportunistic
accountingdecisions,whichcouldalsoleadtohigherlitigationrisk.Anauditpartnerfacing
clientswithweakergovernanceisrequiredtotakethatintoaccountinplanningandexecuting
theaudit.CohenandHanno(2000)reportthatthegovernancestructureoftheclientfirmaffects
auditors'decisiontoaccepttheclient.Duetotheirgreatertoleranceofrisk,auditpartnerswith
8
criminalconvictionsaremorelikelytotolerateweakergovernanceoftheirclientfirms.This
leadstothesecondprediction:
Prediction2:Clientsofauditpartnerswithpriorcriminalconvictionshaveweakergovernance
thanclientsofauditpartnerswithoutcriminalconvictions.
Thelevelofconditionalaccountingconservatism,oftenmeasuredastheasymmetric
recognitionofgoodandbadeconomicnewsinearnings,isregardedasafundamental
characteristicofhighqualityfinancialreporting.Also,asWatts(2003)andSkinner(1997)
argue,theriskoflitigationcompelsauditorstorequireconservativeaccountingbecause
damagesareassessedwhenfinancialstatementsoverstatenetassetsandprofitabilityratherthan
understatethem.Qiang(2007)findsthatlitigationriskispositivelyrelatedtoconservatism.
Basuetal.(2001)findthattheclientsofBig-8auditorsshowagreaterdegreeofconservatism
thanthoseofNon-Big-8auditors.Khrisnan(2005)comparestheasymmetrictimelinessof
earningsofArthurAndersen'sHouston-basedclientswithacontrolgroupandfindsevidencein
supportoftheviewthatriskyclientsshowalowerdegreeofearningsconservatism.
Weexpectauditpartnerswithcriminalconvictionstobemoretolerantofaggressive
accountingtreatment,resultinginlessconservativeaccounting.Thisisbecauseauditpartners
withcriminalconvictionsarewillingtotakeagreaterriskwhenselectingclients,comparedto
auditpartnerswithoutcriminalconvictions.Thisleadstothethirdprediction:
Prediction3:Clientsofauditpartnerswithcriminalconvictionsreportlessconservativelythan
thoseofauditpartnerswithoutcriminalconvictions.
9
Ourfirstthreepredictionsdealwithdifferentaspectsofauditrisk-financial,governance
andreportingrisks.Ourfinalpredictionaddressesthecompensationfortakingadditionalaudit
risk.Priorstudiesonauditpricing(forinstance,Sinmnic,1980)havefoundthatauditfees
increasewithfirmrisk.Also,consistentwiththeviewthatauditfeessummarizetheauditor's
unobservableprivateinformationaboutclientfirms*risk,Hribaretal.(2010)findthathighaudit
feespredictaccountingfraud,restatements,andSECcommentletters,aftercontrollingforother
measuresofaccountingquality.
Iffirmsauditedbyauditpartnerswithcriminalconvictionsareindeedriskierthanthose
auditedbyauditpartnerswithoutconvictions,theformerfirmsshouldpayhigherauditfeesthan
thelattertocompensatetheauditpartnerforassuminggreaterrisk.Inparticular,auditpartners
facesignificantpersonalreputationandauditfirm-levellitigationrisksincasesofaudit
failures.4Beingawareofthesegreaterauditrisksinherentintheirclients,auditpartnersrequire
compensationforbearingthatriskintermsofhigherauditfees.Moreover,auditpartnersmay
increasethescopeoftheauditinanattempttomanagetheperceivedhighclientrisk,increasing
auditfees.Inequilibrium,firmswithhigherriskareauditedbythoseauditorswhoarewillingto
taketheriskforahigherauditfee.Wethereforepredictthatfirmsauditedbyauditpartnerswith
criminalconvictionspayhigherauditfees,aftercontrollingforfirm-risk.
Prediction4:Finnsauditedbyauditpartnerswithcriminalconvictionspayhigherauditfees
thanthoseauditedbyauditorswithoutcriminalconvictions,aftercontrollingforfirm-risk.
Personalreputationriskislinkedtotheprobabilityoflosingexistingclientsandnotobtainingnew
ones;totheprobabilityofbeingsanctionedbyhisauditfirm,andtheprobabilityofbeingsanctionedby
thestateorregulator.Auditfirmlevellitigationriskislinkedtotheprobabilityofbeingpenalizedfor
auditfailuresorbeingsued.
10
3.InstitutionalBackground,SampleandDataSources
3.1.AuditProfessioninSweden
TwotypesofauditorsinSwedenareallowedtoauditlistedfirms:approvedauditorsand
authorizedauditors.Tobecomeanapprovedauditor,thecandidatemustobtainabachelor's
degree,practiceforatleastthreeyears,andpassanexaminationinprofessionalcompetence.To
becomeanauthorizedauditor,theapprovedauditormustobtainamaster'sdegree,complete
fiveyearsofpractice,andpassanexaminationforauthorizedauditors.Theauditcertificationis
validforfiveyears;afterwhichtheauditormustreapplytothesupervisoryboardforlicense
renewal.5AlllimitedliabilitycompaniesinSwedenmustbeauditedonanannualbasis.
Auditinglistedfirmsoftenrequiresseveralauditorsduetothecomplexityoftheaudit.Hence,
auditfirmsformteamsofauditorsledbyauditpartners.Theseteamleadersareresponsiblefor
keyclient-specificdecisions,includingthescopeandpricingoftheauditengagement.
Therefore,leadingauditors'personalattributes,asmeasuredbytheircriminalconvictions,are
likelytoplayanimportantroleinaudit-relateddecisions.
TheauditmarketinSwedenislargelycontrolledbyPWC,Ernst&Young,KPMGand
Deloiuc,whichemploy56%of(heauthorizedauditors,and29%oftheapprovedauditorsin
Sweden.6Theirmarketshareisabout40%,anditisincreasingwithclientsize.Auditorsand
registeredpublicaccountingfirmsaresubjecttoindependentqualitycontroleverysixyears,and
anauditorwhoauditsatleastonepubliccompanyshouldbeevaluatedeverythreeyears.Also,
mandatorypartnerrotationwasnotpracticedinSwedenduringthesampleperiod.
'AccordingtotheSwedishMinistryofJustice,therewere2,321approvedauditorsand1,787authorized
auditors2008(S.se/sb/d/584).
6OursampleperiodstillincludesArthurAndersen,andhence,wehavefivebigfirmsinoursample.
11
Giventhenatureoftheirwork,auditorsareexpectedtoexhibithighpersonalintegrityduetothe
fiduciaryresponsibilityentrustedtothem.Normally,convictedindividualsinwesterncountries,
includingSweden,cannotcompletethetrainingandobtainthelicenseallowingthemtobecomecertified
publicaccountants.However,inmanywesterncountries,includingSweden,individualsarcbarredfrom
becomingcertifiedauditorsonlyiftheyhavebeenconvictedofviolentoreconomic-relatedcrimes.Also,
itispossiblethatauditorsareconvictedofcrimesafterreceivingtheirlicenseandthesecrime
convictionsrarelytriggerthewithdrawalofalicense.Inparticular,theSupervisoryBoardforPublic
Accountants(SBPA)inSwedenexaminesthecriminalrecordsofapplicantseveryfiveyearswhen
certificationisrenewed.TheSupervisoryBoardalsocheckswhetherauditorshavehadanydisputeswith
thetaxauthorities,thattheyarenotbankruptandthattheydonothavelegalguardianship.However,
criminalrecordchecksarelimitedtoeconomic-relatedcrimesandcrimesrelatedtotheauditprofession.
AuditingstandardsissuedinSwedenarebasedonInternationalAuditingStandards,but
someadditionsandchangeshavebeenmadetocertainstandardstomakethemconsistentwith
Swedishlaw.Tomaintainauditorindependence,SwedishandEuropeanlawsrequirethat
auditorshaveneitherafinancialinterestnoranyclosepersonalrelationshipwiththeclient.
Auditfailuresmayresultinlitigationbyclientsanddisciplinarysanctionsbytheprofession.As
inmostotherEuropeancountries,thelitigationriskisrelativelylowinSweden.TheSBPA
issuesdisciplinarysanctionsagainstauditorsincertaincases,althoughthesecasesarenot
common.7
3.2.SampleandDataSources
OursampleincludesalllistedcompaniesinSwedenmonitoredbytheSwedishsecurities
regulator(Finansinspektionen)duringtheperiod1999-2007.Theidentitiesofauditorsinall
7Accordingtothe2010-2011GlobalCompetitivenessReportoftheWorldEconomicForum,thequality
ofSweden'sauditingandreporingstandardsisranked2ndintheworld(aheadoftheUnitedS(a:es).See:
:〃/issues/global-comDetiiiveness.
12
listedSwedishcompanieswerealsoobtainedfromFinansinspektionen.Dataonauditors'
criminalconvictionsandsuspectedcriminalactionsaretakenfromBra(TheSwedishNational
CouncilforCrimePrevention).Ourdatasetcontainsinformationonthecriminalactivityofall
Swedishcitizenssince1974.Specifically,itcontainsinformationaboutindividualswhohave
beenfoundguiltybyacourtoflaworreceivedsummarypunishmentsbyprosecutors.8This
databaseismorecomprehensivethantheofficialcrimerecords,becauseitcontainsallcriminal
convictionsinSwedensince1974,regardlessofthetypeofcrimeorwhethertheseconvictions
havebeenexpungedfromtheofficialcrimerecordsavailableonSwedishcitizens.The
informationcontainedinthedatabasewascollectedfromallSwedishcourtsandprosecution
authorities.Foreachauditorregistered,thisdatasetincludesdetailsofthecrimeandthe
punishment(thelengthofunconditionalprisonsentences,suspendedsentencesandmonetary
fines)andthedetailsofthecrime(foreachcrimeanexactreferencetothelaworlawsviolated
isgiven).Thedatasetdocsnot,however,containinformationonminoroffenceslikespeeding,
parkingandviolationsoflocalbylawsforwhichthepunishmentisanon-the-spotfine.Hence,
thedatabasedoesnotcontaininformationaboutminorcrimes.
Wemeasurecriminalbehaviorintermsofcriminalconvictionsandhavingbeenunder
investigationforsuspectedcriminalactions.Whilecriminalconvictionsareproofofprior
criminalactivity,focusingonlyonactualconvictionscouldpotentiallycauseaselectionbias.
Thisisbecausetheburdenofproofisheavierinmoreseriouscrimes,asindicatedbyKorsell
(2001).Consequently,seriouscrimesarelikelytobeunderrepresentedinthedatasetofactual
'Bra(bra.se)aimstoreducecrimeinSwedenbyprovidinganddisseminatingdataoncrimeand
crimeprevention.BraalsoproducesSweden'sofficialcrimestatistics,evaluatesrefbnns,conducts
researchandprovidessupporttolocalcrimepreventionagencies.Also,acriminalinvestigationdoesnot
alwaysleadtoprosecutionandtrial.Ifthesuspectconfessesto!hecrimeanditisclearwhatthe
punishmentwillbe,theprosecutormaypronounceaso-calledorderofsummarypunishment(Source:
SwedishProsecutionAuthority,aklagare.se).
13
criminalconvictions.Thisselectionbiascouldbereducedbyincludingdataonindividuals
havingbeenunderinvestigationforseriouscrimes.Ourdatasetonsuspectedcriminalactions
containsinformationonallSwedishcitizenswhohavebeenunderinvestigationforserious
crimes.Suspicionofacrimeinthisstudymeansthatapoliceinvestigationhadbeenlaunched
buttheprosecutoreventuallydecidednottopursuethecaseincourt.Thedatabaseismaintained
bytheNationalPoliceBoardandismainlyusedbythepouce,thetaxauthorities,thecustoms
andthecoastguardstocoordinatepreliminaryinvestigationsofindividualsinordertoprevent,
discoverandinvestigatecrimes.Finally,accountingandmarketdataforSwedishlistedfirms
wereobtainedfromThomson'sDatastream.
Table1presentsalistoftheconvictionsbylawsviolatedandbyauditfirmsize(Big-5
versusNon-Big-5).NotethatwhiletheproportionofconvictionsishigheramongNon-Big-5
firms(18.5%)thaninBig-5firms(10%),themostseriouscrimesinthesamplewerecommitted
byBig-5auditors.Table1clearlyshowsthatoursampleisnotdominated
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