JournalofInternationalAccounting,AuditingandTaxation39(2020)100318
ContentslistsavailableatScienceDirect
Journal
of
International
Accounting,
Auditing
and
Taxation
A
methodology
to
measure
the
quality
of
tax
avoidance
case
studies:
Findings
from
the
Netherlands
Anna
F.
Gunn
a,
Dirk-Jan
Koch
b,∗,
Francis
Weyzig
caPartneratGunnTaxCommunicationandAffiliatedtoLeidenUniversityandErasmusUniversityRotterdam,theNetherlands bRadboudUniversityNijmegen,SpecialProfessorInternationalTradeandDevelopment,CooperationandChiefScienceOfficerof NetherlandsMinistryofForeignAffairs,theNetherlands
cCentralPlanBureauoftheNetherlands,theNetherlands
a
r
t
i
c
l
e
i
n
f
o
Articlehistory:
Availableonline15May2020
Keywords: Taxavoidance TheNetherlands NGOs Researchquality
Dataavailabilitymethodology
a
b
s
t
r
a
c
t
Inrecentyears,therehavebeensubstantialeffortstocombatcorporatetaxavoidance. Theseeffortshavebeenpropelledinpartbymediatizedcasestudies,conductedby non-governmentalorganizations(NGOs)andothergroups,onthetaxavoidancepracticesof multinationalenterprises.Thesecasestudieshavebeencriticizedbecausetheyallegedly lackquality,butthiscriticismhasnotbeenassessedacademically.Thisresearchseeks toaddressthatgap.Itproposesanewmethodologytoanalyzethequalityofthesecase studiessystematically.Weconstructtenindicatorsrelatedtoallegedweaknessesanduse thesetoassess14casestudiesinvolvingDutchcorporateentities.Wefindthatthequality ofthesecasestudiesisaffectednegativelybyalackofadequatedata.Thus,ifcompanies andgovernmentsenhancetransparency,thiscouldincreasethequalityofcasestudies byNGOsandothergroups.Inadditiontothis,wefindthattheNGOsandothergroups themselvescansometimesincreasethequalityoftheircasestudiesbyinvestingintechnical expertiseandadoptingpracticesthatfosterobjectivity.Themethodologydevelopedfor thisstudycouldalsobeofuseforothertopicaldebates,suchasdisclosurerequirements andcorporatesocialresponsibilityreporting.Whereaswewereabletoaddresschallenges relatedtointernalvalidity,theexternalvalidityofthefindingscouldstillbeimprovedby extendingtheselectionofcasestudies.
©2020TheAuthor(s).PublishedbyElsevierInc.Thisisanopenaccessarticleunderthe CCBYlicense(http://creativecommons.org/licenses/by/4.0/).
1. Introduction
Inrecentyears,theareaofinternationaltaxationhasbecomeincreasinglyprominentinpoliticalandpublicdiscourse,
bothonthenationalandinternationalstage.Muchattentionhasbeengiventothecorporatetaxpositionofmultinational
entities(MNEs)and thebroadand oftenrather abstractnotionsof “aggressivetaxplanning”and“tax avoidance”.The
debateoninternationaltaxisnotstaticandcandifferbycountry.Furthermore,ittendstocenteraroundspecificinstances
regardingaspectsofthetaxsystemorthebehaviorofspecifictaxpayers.IntheNetherlands,issuessuchastheuseofmailbox
companies,confidentialtaxrulings,andunlawfulstateaidareextremelytopical.Thepublicdebatehasbeenshapedinpart
∗ Correspondingauthorat:RadboudUniversityNijmegenSpecialProfessorInternationalTradeandDevelopmentCooperation,P.O.Box9104,Nijmegen 6500HE,theNetherlands.
E-mailaddress:d.koch@maw.ru.nl(D.-J.Koch). https://doi.org/10.1016/j.intaccaudtax.2020.100318
1061-9518/©2020TheAuthor(s).PublishedbyElsevierInc.ThisisanopenaccessarticleundertheCCBYlicense(http://creativecommons.org/licenses/ by/4.0/).
2 A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318
bytheinfluenceofnon-governmentalorganizations(NGOs),suchasOxfamNovib,ActionAid,andtheTaxJusticeNetwork
(TJN).
ManyoftheseNGOsenteredthetaxdebatefromtheperspectiveofdevelopingcountries.Taxavoidanceindeveloping
countrieswasconsideredtobeespeciallyproblematicinlightofhighlevelsofpovertyindevelopingcountriesandtheneed
forthesecountriestoinvestinsectorsasinfrastructure,education,andhealthcare.NGOshavecontributedtothisdebate
inseveralways;crucially,thisincludesresearchintoconcreteinstancesof(alleged)taxavoidancebyaspecificMNE.Such
researchtendstofocusonspecificaspectsoftheworldwidetaxstructureofanMNE,consideringinparticularinstances
whereincomeissubjectedtoaveryloweffectivetaxrate.Casestudiesareakeyingredientforthepublicdebate.They
illustratetheimpactoftaxrules,whicharefrequentlycomplexandabstract,andindoingsomakeitpossibleforpeoplewho
donothaveaspecialistbackgroundintaxlawtoparticipateinthedebate.NGOsprovidesimplifiedyetrelevantexamples,
sometimesinvolvingawell-knownbrand(e.g.Grolschbeer),whichprovideaclearstartingpointforfurtherdiscussion.This
dynamicallowsNGOstoexertadegreeofinfluenceoverthesubjectmatterofthedebate,andtheframingoftheissueof
taxavoidance.ThecasestudyapproachbyNGOswasdevelopedasawayofcircumventingproblemsintheavailabilityof
data(Finér&Ylönen,2017).
Asfarasweareaware,nopreviousacademicresearchhastriedtosystematicallyanswerthequestion:whatisthequality
ofthesecasestudies?Inlightofthesignificanceofcasestudiesforthedebateontaxavoidance,theabsenceofsuchresearch
isnoticeable.Thislastpointisunderlinedbythefactthatcasestudieshave,inthepast,beencriticizedfortheir(alleged)
lackofquality,e.g.withrespecttotheir(alleged)biasandlackofexpertiseonthepartoftheauthorswhocarriedoutthe
casestudy.However,asfarasthepresentauthorsareaware,casestudieshavenotyetbeenanalyzedfromanacademic
perspective.Thismay,inpart,beduetotheabsenceintheinternationaltaxandaccountingliteratureofamethodologythat
couldbeusedtocompletesuchananalysisinameaningfulmanner.
Theprincipalaimofthisarticleistoassessthequalityofcasestudies(alsoreferredtoas’reports’).Weseektocontribute
totheexistinginternationaltaxandaccountingliteraturebyprovidinganewmethodologyforassessingthequalityoftax
avoidancecasestudies.Toenablesufficientdepth,wehavelimitedthetestingofthemethodologytocasestudieswithtax
avoidancestructuresinvolvingDutchcorporateentities.Thisstudyalsoaimstoprovideapositivestimulusforthequality
offuturecasestudiesbyNGOs.Itistothisendthatweincludeanumberofconcreterecommendationsinsection5.
Thestructureofthispaperisasfollows.Section2outlinestheanalyticalstartingpoints.Startingwiththedefinitionof
theterm“taxavoidance”,itthengoesontodescribethecurrentinternationaltaxdebateandtheroleofcasestudiesinthat
debate,aswellastherelevanceofthequalityofthesecasestudiestoNGOs’effectiveness.Section2closeswithanoverviewof
thedebateonthequalityofthesecasestudies.Basedonthisoverview,theparticipative,inclusive,anditerativequantitative
casestudymethodologyisdevelopedinsection3.Usingthatmethodology,section4systematicallyanalyzesthe14case
studiesthatinvolvetheNetherlands.Thequalityofthecasestudiesisappraisedindetailfromtheperspectiveofthree
elements:thelackofadequatedata,thelackofexpertise,andthelackofobjectivity.Section5discussesthefindingsand
providesseveralrecommendationstoincreasethequalityofthecasestudies.Oneofthemainrecommendationsconcerns
theavailabilityofdata,inwhichcompaniesandgovernmentshavearoletoplay.Section5concludeswithremarksonthe
roleofthesecasestudiesinthefuture.Interestingly,sincethemethodologywasdevelopedandappliedtothecasestudies
intheNetherlands,someofthequalitystandardsthatwerewithinthesphereofcontroloftheNGOsappeartohavebeen
partiallyadoptedbyNGOs.
2. Analyticalstartingpoints:thesignificanceofcasestudiesandareasofcriticism
2.1. Thecontroversialconceptof“taxavoidance”
Thereiscurrentlynoconsensusamongtaxexpertsonthemeaningoftheterm“taxavoidance”andseveralrelatedterms,
suchas“aggressivetaxplanning”and“taxdodging”(Heitzman&Hanlon,2010;Kovermann&Velte,2019;Wang,Xu,Sun,
&Cullinan,2020,forthcoming).InitsGlossaryoftaxterms,theOrganisationforEconomicCooperationandDevelopment
(OECD)describedtaxavoidanceasfollows(OECD,2020):
atermthatisdifficulttodefinebutwhichisgenerallyusedtodescribethearrangementofataxpayer’saffairsthatis
intendedtoreducehistaxliabilityandthatalthoughthearrangementcouldbestrictlylegalitisusuallyincontradiction
withtheintentofthelawitpurportstofollow.
Weconsiderthistobeausefulstartingpointforthispaper,althoughitshouldbemadeclearthattheOECDdescription
isnotcomprehensive,universallyaccepted,orindeedunambiguous.For example,ifacountryintentionallyadoptstax
legislationthatenablesMNEstoreducetheirtaxliabilityabroad,sucharrangementsmaystillberegardedastaxavoidance
fromtheperspectiveofothercountries.Sometimesalternativetermswithasimilarmeaningareused,suchas“aggressive
taxplanning”.Thispaperdoesnotaimtodefinetheconceptof“taxavoidance”orsimilarterms.Consequently,noclaims
aremaderegardingwhetherthetaxstructuresexploredbyNGOsinthevariouscasestudiesconstitute“taxavoidance”in
theeyesofthepresentauthors.Forpresentpurposes(i.e.developingamethodologytoassessthequalityofcasestudies),it
sufficestoestablishwhetheraparticularcasestudydefineskeytermsandconcepts(suchas“taxavoidance”or“aggressive
taxplanning”)andwhetherthatstudyincludesalegalanalysisoftherelevanttaxrules.Theobjectiveistoassesstowhat
A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318 3
oftheriskofjudgingex-postwithreferencetolegaldevelopments,includingterminologyanddefinitions,postdatingthe
publicationofacasestudy.
2.2. Theinternationaltaxdebate
Inarelativelyshortperiod,issuesthatwerepreviouslymainlyofinteresttospecialists,havebecome“topicsofpublic
interestandpopularmediareporting”,whichhaveresultedin“newpoliticalinitiatives[which]havealsoprogressedatan
unexpectedhighpace”(Forstater&Christensen,2017,p.3).ThisisevidencedbytheOECD’songoingworkonbaseerosion
andprofitshifting(BEPS),whichwaslaunchedin2013andwhichseekstocombatcertainformsofharmfulorotherwise
undesirableinternationaltaxplanningbyMNEs.
TheEuropeanUnion(EU)providesanotherinterestingexample.In2012,theEuropeanCommissionannounceda
clamp-downontaxevasionandtaxavoidance(EuropeanCommission(EC)(2012)).Todate,thishasresultedinaseriesofnew
measures,includingtheautomaticexchangeoftaxrulingsbetweenEUMemberStatesandtheAnti-TaxAvoidanceDirectives,
requiringthephasedintroductionofa selectionofanti-abusemeasuresfrom2019onwards.Since2013,theEuropean
CommissionhasalsobeencounteringtaxavoidanceviatheEUstateaidrules.
Therehasbeenconsiderablemediaattentionaroundtheissueoftaxavoidance.Aseriesofdataleaks(e.g.LuxLeaks,
PanamaPapers,andParadisePapers)basedonresearchbytheInternationalConsortiumofInvestigativeJournalists(ICIJ)
hasbeenvitalinthisrespect,revealingthescaleofoffshoretaxplanningandprovidingconcretecasesinvolvinghigh-profile
personsandcompanies(Oei&Ring,2018).
2.3. Significanceofcasestudiesintheinternationaltaxdebate
NGOsplayaroleintheinternationaltaxdebate.Examplesofthisincludeparticipationinpublicconsultations(Seabrooke
&Wigan,2016,p.367)aswellasothertypesoflobbyingandadvocacyactivities.NGOsalsohaveadegreeofmediapresence,
regularlyasaresultoftheresearch(casestudies)thattheypublish.TheriseinthenumberoftimesthattheTaxJustice
Networkiscitedinthepresshasbeensubstantial(Dallyn,2017).Althoughsuchoutwardlyobservablefactsdonotreveal
theexactimpactandinfluenceofNGOsonthetaxdebate,itisclearthattheirrolein,forexample,theBEPSProjecthas
beensignificant.ItisalsoworthnotingthattwooftheEuropeanCommission’srecentinvestigationsintounlawfulstate
aidandMNEswerethedirectresultofcasestudiesbytradeunionsandtheGreens(EuropeanCommission,2015a;The
Greens/EuropeanFreeAlliance,2016c).
2.4. Threeareasofcriticismofcasestudies
TheeffectivenessofthecasestudiesasameansoffurtheringthepositionofNGOs,willdependtoagreatextenton
whetherotheractorsintheinternationaltaxdebateregardthecasestudiesasbeingsufficientlyauthoritative(cf.Seabrooke
&Wigan,2016).Consequently,thequalityofthecasestudiesisextremelyimportant.Ifotheractorsinthedebate,suchas
policy-makersorthemedia,donotacceptthevalidityoftheclaims,thisreducestheireffectivenessfurtheringtheposition
ofNGOs.Whilethequalityofparticularcasestudieshasreceivedpraise(Gunn,2015),therearealsoconcernsaboutthe
qualityofcasestudiesingeneral.Inthenextsection,weprovideanoverviewofthesecriticisms.Whiletherearepotentially
otheryardstickswithwhichtoassessthequalityofcasestudies,wefocusprimarilyontheabovementionedcriticisms.This
approachaimstoavoiddevelopingcriteriawhichseemrelevantfromthevantagepointofthe‘ivorytower’,butthatarenot
deemedtobesignificantbytheactorsinvolved.
Basedonahigh-levelanalysisoftheDutchmediacoverageoftheinternationaltaxdebate,thepresentauthorsdistinguish
threemainareasofcriticismofcasestudies.Thepresentauthorsdonotclaimthatthisisacomprehensiveoverview,as
othertypesofcriticismarevoiced,albeitlessoftenandlesscoherently.Forthepresentpurpose(i.e.thedevelopmentof
anassessmentmethodology),weholdtheviewthattheidentificationofthreetypesofcriticismissufficientlydetailedto
allowforameaningfulanalysisofcasestudies.Thefirstpointofcriticismconcernstheavailabilityofin-depthinformation
anddataneededtocarryoutacasestudy.Morespecifically,thepointofcriticismisthatavailableinformationanddatais
insufficientasabasisfortheanalysismadeinthecasestudy(area1).Thesecondpointofcriticismconcernstheallegedlack
ofobjectivityoftheauthorsofeachcasestudy(area2),whereasthethirdpointpertainstotheirallegedlackofexpertise
(area3).
Thethreeareasofcriticismaredistinct,yetsometimesoverlap,andcanbemutuallyreinforcing.Forinstance,alackof
objectivityonthepartoftheauthorsofcasestudiescouldpotentiallycontributetocomplacencyonthepointoftechnical
rigor.Inturn,alackofrelevantdatacouldcomplicateapropertechnicalanalysis,astheauthorsmaynotbeawareofall
facetsofaparticularcase.Insomeinstances,theboundariesbetweenthedifferentpointsofcriticismmaybeblurred.For
example,iftherepresentativenessofacasestudyisnotexplained,shouldthisqualifyasalackoftechnicalexpertiseor
insteadasalackofobjectivity?Fortheanalysisinsection3ofthisstudy,weaimtomakeourchoicesinthisregardas
4 A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318
2.4.1. Lackofin-depthinformationanddataaboutthecase(area1)
Thefirstareaofcriticisminvolvesclaimsregardingtheresearchers’allegedunderstandingofthecaseasaresultofa
lackofin-depthinformation.Taxpayersdonottypicallypublishtheir(entire)taxstructure,andrelevantinformationin
thisregardisoftennotmadepublic.IntheNetherlands,agreementsforpriorcertainty(“taxrulings”)providedbytheTax
Authoritiestotaxpayers,areconfidential,although,sincemid-2019,summariesoftheseagreementsaremadepublic(Snel,
2018).
Rulesonconfidentialityandprivacycanpreventresearchersfromobtainingtheinformationneededtoforma
compre-hensiveunderstandingofaparticularcase(Finer&Ylönen,2017).Althoughresearchersmaybeabletoidentifyacertain
leveloftaxplanning,itisgenerallyextremelyhard(orevenimpossible)toestablishtheexacttaxpositionofanMNE.Large
dataleaksoccurredinrecentyearsandshedlightoncertainaspectsofthetaxplanningofarangeofcompanies(Oei&Ring,
2018),butdonotalterthefactthatin-depthinformationcanbelacking.
2.4.2. Lackofobjectivityonthesideoftheresearchers(area2)
Thesecondareaofcriticismconcernstheobjectivityofresearchers.Thepersuasivenessofthecasestudiesistiedtothe
(perceived)expertiseoftheresearchers,whichinturnislinkedtonotionssuchasobjectivityandexpertise(seesection2.4.3).
CasestudiesbyNGOsarewritteninaspecificpoliticalcontextandhaveaparticularpurpose.Ithasbeensuggestedthat
researcherscanlackobjectivityandmaypotentiallytrytofindevidencethatmatchestheirpreconceivedconclusion(such
astheideathattheNetherlandsisa“taxhaven”).Insteadofpromoting“evidence-basedpolicymaking”,theseresearchers
arethoughttobeengagedin“policy-basedevidencemaking”(Seay,2015).
Insomecases,thecriticismthatresearcherslackobjectivityismadebycompaniestargetedbyaparticularcasestudy
(e.g.byFleuretteGroup(2016)).Thesecompanieshaveaninterestintheoutcomesofthecasestudies.Indeed,theymay
evenhaveaninterestindiscreditingthefindingsofacasestudy.Companieshaveafundamentallydifferentperspectiveon
theirtaxposition,astheyhaveaccesstoalltherelevantfactsandcircumstances(oftenincontrasttotheresearcherswho
wrotethecasestudy).Itisconceivablethathonestmistakesandmisunderstandings,whichareduetoalackofin-depth
informationonthesideofresearchers,areviewedbycompaniesasalackofobjectivity.
2.4.3. Lackofexpertise(area3)
Thethirdareaofcriticismconcernsthe(perceived)methodologicalshortcomingsofcasestudies,inparticularthe
(per-ceived)lackofexpertisebyresearchersofthecasestudy.Taxlawisaspecializedfieldoflaw,characterizedbyhighly
complicatednationallegislation,taxtreatiesandotherinternationalagreements,caselaw,andjurisprudence,aswellas
unwrittenprinciplesoflawandnationalpractice.
Internationaltaxlawisaspecialistfieldthatrequirestrainingandexperiencetonavigate.Itisoftendifficulttoestablish
towhatextentaresearcherofaparticularreportgraspsthelegalnuancesofthecaseathand.Theeducationalbackground
ofresearchersdoesnotprovideadefiniteanswertothisquestion,ifonlybecausetheresearchersmayseekadvicefrom
technicalexpertstosupplementtheirknowledge.Theperceivedlackoftechnicalskillsonthepartoftheresearchersis
flaggedasanareaofcriticism(e.g.Paladin,2015).WhendiscussingaresearcharticlebySikka(2010)ontaxavoidance,
HasseldineandMorris(2013),p.10)stated:“Wealsosuspectthattheresearcherdoesnotfullyunderstandsomeofthetax
arrangementsthatarediscussed.”
3. Methodology
Thefirstsectionofthemethodologyfocusesontheselectionandgroupingofthecases.Thismethodologicalsection
subsequentlyexplainswhyandhowwedevelopedaparticipatoryquantitativecasestudymethodology.Thethirdsection
highlightsthedevelopmentofgenericqualitycriteria.Thissectionisfollowedbyanexplanationofhowwedevelopedand
appliedascoringmethodology.Thismethodologicalsectionclosesbyindicatinghowthefeedbackoftheresearchersand
NGOswasincludedtostrengthenthequalityoftheappraisalmethodologyandoutcomes.
3.1. Selectionofthecasestudies
Tobeincludedinthisreview,acasestudyneedstofulfillthefollowingfourcriteria.Firstly,itneedstobeastandalone
casestudyfocusingontaxavoidanceoraggressivetaxplanning.Secondly,thecompanystructureaddressedinthecase
studymustincludeaDutchentitycontributingtoareductionintaxes.Thirdly,thestudywaspublishedbetween2013and
2017.Fourthly,thestudymustincludeaquantitativeestimateoftheamountofrevenueatstake.
OurstudyfocusesontheNetherlands.ThereiswidespreadconcernabouttheproblematicrolethattheNetherlands
playsinaggressivetaxplanningandtaxavoidance.Furthermore,theEuropeanCommissionissuedanegativedecisionon
stateaidgivenbytheNetherlandstoasubsidiaryofStarbucks(EuropeanCommission,2015b),whichwasannulledbythe
GeneralCourtin2019.Morerecently,theEuropeanCommissionopenedaninvestigationintopossiblestateaidgrantedby
theNetherlandstoInterIKEA(EuropeanCommission,2017)andNike(EuropeanCommission,2019).Dutchlegalentities
alsofeaturedprominentlyinthetaxplanningstructuresmadepublicbyLuxLeaksin2014,thePanamaPapersin2016and
theParadisePapersin2017.StudiesbyNGOshavefurthermoreputtheNetherlandsinthetopthreecountriescontributing
A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318 5
TheDutchgovernmenthasvigorouslydeniedclaimsthattheNetherlandsengagedinharmfultaxpracticeand the
facilitationofaggressivetaxstructures(Accountantweek,2015).Overthepasttenyears,theNetherlandshastakenvarious
measuresaimedatcombattingtaxavoidance.Theseincludeunilateralmeasuresaswellastheimplementationofmeasures
followingfrominternationalagreements.TheNetherlandshasformallystatedthatitseekstocombatitsreputationasa‘tax
haven’,asthebadpresswasnegativelyaffectingthenationalinvestmentclimate(Kahn,2018).
Forthepresentpaper,41casestudieswereidentifiedoncompaniesthatwereallegedlyusingtheNetherlandsbecause
ofitstaxclimate.ThesearchforthesecasestudiesstartedbyverifyingthepublicationsbymajorNGOswhichfocusedon
internationaltaxationissuesintheirlobbyorcampaigns(e.g.ActionAid).Next,anacademickeywordsearchwascompleted
usingtermssuchas‘casestudies’and‘taxavoidance’toidentifyadditionalacademiccasestudies.Amoregeneralsearch
wasalsocompletedofthewebsitesoftheDutchandEuropeanparliaments,todetermineiftherewereanyothercase
studiesmentionedintheparliamentaryproceedingsthatwereneitherpublishedonthewebsitesofNGOsnorinacademic
journals.Finally,wecheckedforadditionalcasesfeaturedintheDutchmediaaroundkeymediamoments(e.g.LuxLeaks).
Afteridentifying41casesinthisway,weappliedthefourselectioncriteriamentionedabove(seeTable1;ascoreof1means
thatacriterionismet).Thislaststepresultedintheselectionof14casestudies.
The14casestudiesareclusteredintothreesubgroupsbasedontheirtypeofauthors,wheretheywerepublished,and
their(implicit)objectives(seeTable2below).Threeofthecasestudieswerecommissionedbyapoliticalparty,namely
theGreens/EuropeanFreeAlliance(EFA)(thisisarelativelysmallpoliticalpartyintheEUandhastaxjusticeasoneofits
priorities).Thesecasestudieswerepresentedonthewebsiteofthepoliticalparty.Themainobjectivesofthesecasestudies
appeartohavebeentopromoteadebateintheEuropeanParliamentandtoobtainstricterrulesagainsttaxavoidanceat
theEUlevel.
ThesecondsubgroupconsistedofthreecasestudieseventuallypublishedasarticlesinCriticalPerspectivesonAccounting.
WeincludedthecasestudiesinthesecondsubgroupbecausetheyarebasedonreportswrittenforNGOs.Althoughthe
objectiveofthesearticleswastocontributeacademicallytotheresearchfieldontaxavoidance,theobjectiveofthe
under-lyingcasestudieswascomparablewiththeobjectiveoftheothercasestudiesbyNGOsincludedinthescopeofourstudy.
Theassessmentofthecasestudiesincludedinthesecondgroupwasbasedonthecombinedpublications,i.e.theacademic
articleswereregardedascomplementarytotheoriginalcasestudieswrittenbytheNGOs.
ThethirdandlargestsubgroupconsistedofthecasestudieswrittenforanNGOandthenpublishedonthewebsiteofthat
NGO,withoutanaccompanyingacademicarticle.Themainobjectiveofthesecasestudieswastocreatepublicawarenessof
theissueoftaxavoidance.Aswillbecomeapparent,adetailedanalysisofthequalityofthecasestudiesshowssubstantial
differencesbetweenthethreedifferentsubgroupsofcasestudies.Table2showsthekeyelementsofthe14selectedcase
studies.
3.2. Developmentofaparticipatoryquantitativecasestudymethodology
Oneofthemainchallengesofthepresentpaperwastodevelopamethodtoassesscasestudies.Mostofthecasestudies
analyzedinthepresentcontextclaimedtobeintendedaseitherpolicydocumentsforadvocacyoraformofinvestigative
journalism,andarenotintendedasacademicstudies.Thisraisesanumberofquestions.Isitevenpossibletodevelopa
uniformsetofqualitycriteria?Isqualitynotsociallyconstructedincontext-specificways?Afterall,theintendedfunctions
and audiencesofthecasestudiesvary.Thedifferencesinintended functionsoftheselectedcasestudiesarerelevant
whenconsideringthequalityofcasestudies.Forexample,anNGOmightselectitscasenotonacademicgrounds,suchas
representativeness,butbecauseofthescopetopropel“emancipatoryaction”.1
Weare,however,oftheopinionthatitisjustifiedandimportanttodevelopqualitycontrol.Thesecasestudieshad
asubstantialimpact(seesection2.3)onthepublicdebateandaimedtoinfluencepolicy.SeabrookeandWigan(2016)
demonstratedthatinternationaltaxdebateexperts,suchasNGOs,canbeeffectiveinthisregardiftheycancombineclaims
tomoralauthoritywithdemonstrationsofexpertise.Theaimofdevelopingthismethodologyforassessingthequalityof
casestudies,istoenableexpertstostrengthentheir(demonstrationsof)expertisefurtherandcontributemoreeffectively
toemancipatoryaction.
Themethodologydevelopedinthisstudycombinesaquantitativeandaqualitativeapproachtoassessthequalityof
casestudies.ItisquantitativeinthesensethatitcriticallyexaminesquantitativestatementsinreportsfromNGOs,butdoes
notinvolveinterviewsorparticipantobservationasaresearchmethod.Themethodologyisqualitativesinceittakescase
studiesasthestartingpointandthenaimsforanin-depthunderstandingthereof.
3.3. Developmentofgenericqualitycriteria
Itisnecessarytoassesseachcasestudyintheappropriatelight,whileatthesametimeprovidingananalyticalframework
thatallowsforacomparisonbetweenthesecasestudies.Inordertoachievethisdelicatebalance,thepresentauthors
designedasetofqualitycriteriawhichare,firstly,basedon(A)thestandardsthattheNGOsthemselveshavesetintheircodes
ofconduct(Partos,2012;StichingOnderzoekMultinationaleOndernemingen(SOMO,2006).Secondly,thesestandardsare
6 A.F. Gunn, D.-J. Koch and F. Weyzig / Journal of International Accounting, Auditing and Taxation 39 (2020) 100318 Table1
Selectionofcasestudies.
Researcher Year Title Researched
companies Selection criterion1:tax avoidance(1= yes/0=no) Selection criterion2: Netherlands (1=yes/0=no) Selection criterion3: publication date(1=yes/0 =no) Selection criterion4: quantitative estimation(1= yes/0=no) Selected?(1= yes/0=no) Non-GovernmentalOrganisations
ActionAid 2015 Anextractiveaffair.
Paladin 1 1 1 1 1 AssociatedBritish Foods 1 1 1 1 1 SABMiller 1 1 1 1 1 FNVandSOMO 2017 Verborgen belastingpraktijkenvan Nederlandsebedrijven [Hiddentaxpractices ofDutchfirms] BCD 1 1 1 1 1 G-Star 1 1 1 1 1 Aegon 0 1 1 1 0 AholdDelhaize 1 1 1 0 0 GlobalWitness 2014
Glencoreandthe Gatekeeper.Howthe world’slargest commoditiestrader madeafriendof Congo’spresident$67 millionricher Fleurette 0 0 1 1 0 Glencore 0 0 1 1 0 ERNC/ERG 0 0 1 1 0
GlobalWitness 2016 OutofAfrica
Fleurette 0 1 1 1 0
Glencore 0 0 1 1 0
ERNC/ERG 0 0 1 1 0
Oxfam 2017 MakingTaxVanish RB 1 1 1 1 1
SOMO 2015 Fool’sgold EldoradoGold 1 1 1 1 1
SOMO 2013 BelastingOntwijkenin
TijdenvanCrisis [Dodgingtaxesin timesofcrisis]
Energiasde Portugal
1 1 1 1 1
TNIandStop
Wapenhandel 2015
Taxevasionand weaponproduction: Mailboxarms companiesinthe Netherlands LockheedMartin 1 1 1 0 0 Boeing 1 1 1 0 0 BAESystems 1 1 1 0 0 GeneralDynamics 1 1 1 0 0 Northrop Grumman 1 1 1 0 0 AirbusGroup 1 1 1 0 0 United technologies 1 1 1 0 0 Finmeccanica 1 1 1 0 0
A.F. Gunn, D.-J. Koch and F. Weyzig / Journal of International Accounting, Auditing and Taxation 39 (2020) 100318 7 Table1(Continued)
Researcher Year Title Researched
companies Selection criterion1:tax avoidance(1= yes/0=no) Selection criterion2: Netherlands (1=yes/0=no) Selection criterion3: publication date(1=yes/0 =no) Selection criterion4: quantitative estimation(1= yes/0=no) Selected?(1= yes/0=no) Politicalorganizations TheGreens/European FreeAlliance
2016a Taxshopping:
ExploringZara’stax business
Zara 1 1 1 1 1
TheGreens/European FreeAlliance
2016b ToxicTaxDeals BASF 1 1 1 1 1
TheGreens/European FreeAlliance
2016c Ikea:Flat-packtax avoidanceTAAKS AVOYD
Ikea 1 1 1 1 1
Academics
Finér,L.,&Ylönen,M. 2017 Tax-drivenchains:Amultiplewealthcase studyoftaxavoidance intheFinnishmining sector
AgnicoEagleMines 1 1 1 1 1
FQM(Inmet)Pyhäsalmi 1 1 1 1 1
Ylönen,M.,&M.Laine 2015 Forlogisticalreasons only?Acasestudyof taxplanningand corporatesocial responsibility reporting StoraEnso 1 1 1 1 1 Other Profundo 2016 Taxavoidanceby miningcompaniesin developingcountries -Ananalysisofpotential Dutchpolicyinitiatives
AsiaCoalEnergy Ventures
1 1 1 0 0
BumiResources 1 1 1 0 0
CentralAsiaMetals 1 1 1 0 0
ChinaInvestment Corporation 1 1 1 0 0 EurasianResources 1 1 1 0 0 Glencore 1 1 1 0 0 GoldFields 1 1 1 0 0 NewmontMining 1 1 1 0 0 PeabodyEnergy 1 1 1 0 0 RioTinto 1 1 1 0 0 Trafigura 1 1 1 0 0
8 A.F. Gunn, D.-J. Koch and F. Weyzig / Journal of International Accounting, Auditing and Taxation 39 (2020) 100318 Table2
Overviewoftheselectedcasestudies.
Publisherorjournal Researcher Year Title Researchedcompanies Assessedestimate
Cluster1:politicalpartyreport
Greens/EFA M.TataretBatalla 2016a Taxshopping:Exploring
Zara’staxbusiness
Zara Intheperiod2011−2014,thefirmavoidedat leastEuro(EUR)585Mbyreportingcertain profitsintheNetherlands,Ireland,and SwitzerlandinsteadofSpain.
Greens/EFA M.Auerbach 2016b Toxictaxdeals BASF IntheperiodFY2010−2014,EUR923Mtax
avoided,includingEUR73Mduetoavoidance ofGermandividendtaxviaDutchholding,EUR 178MduetoDutchhybridloan,EUR72Mdue toDutchdeductionsforunrealizedcapital losses,EUR376Mduetointra-grouptrading profitsshiftedtolow-taxbranchesinPuerto RicoandSwitzerland,andEUR202Mdueto Belgiannotionalinterestdeduction.
Greens/EFA M.Auerbach 2016c Ikea;flat-packtax
avoidanceTAAKSAVOYD
Ikea ApproximatelyEUR1billionintaxavoidance inEUcountriesfortheperiod2009−2014 throughlicensefeespaidtoDutchentityfor trademarkownedinLiechtenstein(upto2012) andthentheNetherlands(from2012).The sectiononIKEAGroup’sBelgianloanstructures isnotassessedbecauseitdoesnotestimatean amountoftaxavoidedduetomissingdata.
Cluster2:NGOreport+academicpublication
CriticalPerspectiveson
Accounting L.FinérandM.Ylönen 2017
Tax-drivenwealth chains:Amultiplecase studyoftaxavoidance intheFinnishmining sector
AgnicoEagleMines EUR10.7MtaxavoidedinFinlanddueto excessiveinterestpaymentsandEUR2.7M duetoavoidanceofdividendwithholdingtax intheperiod2002−2014
FQM(Inmet)Pyhäsalmi EUR20.7MtaxavoidedinFinlanddueto excessiveinterestpaymentstoLuxembourg andEUR29.7duetoavoidanceofdividend withholdingtaxviatheNetherlandsinthe period2002−2014.
CriticalPerspectivesonAccounting M.YlönenandM.Laine 2015 Forlogisticalreasonsonly? Acasestudyoftax planningandcorporate socialresponsibility reporting
StoraEnso Intheperiod2005−2010,StoraEnsoavoided EUR47MtaxinFinlandbyroutingpurchases ofpulpfromBrazilthroughalow-taxedDutch entitywithataxruling(whilethepulpwas shippedfromBraziltoFinlandviaBelgium).
A.F. Gunn, D.-J. Koch and F. Weyzig / Journal of International Accounting, Auditing and Taxation 39 (2020) 100318 9 Table2(Continued)
Publisherorjournal Researcher Year Title Researchedcompanies Assessedestimate
Cluster3:NGOreportalone
ActionAid A.Dahlbeck 2015 Anextractiveaffair Paladin MalawilostUSDollar(USD)43Mrevenuein
theperiodFY2008−2014,including15.6Mdue tolowermineralroyalties,7.3Mdueto avoidanceofinterestwithholdingtaxviathe Netherlands,and20.2Mduetoavoidanceof withholdingtaxonmanagementfeesviathe Netherlands.
ActionAid M.Lewis 2013 Sweetnothings AssociatedBritishFoods USD17.7MwithholdingtaxavoidedinZambia
intheperiod2007–2012,includingUSD7.4M duetodividendroutedviaaDutchcooperative, USD7.4MduetoservicesfeespaidtoIreland, andUSD3MduetointerestpaidviaIreland.
ActionAid M.HearsonandR.Brooks 2010 Callingtime SABMiller TaxavoidancebythecompanyinAfricaand
IndiaofasmuchasGreatBritainPound(GBP) 20Mperyear,mainlyconsistingofGBP10Min AfricaduetoroyaltiespaidtotheNetherlands, andGBP9.5MinAfricaandIndiadueto managementfeespaidtoorviaSwitzerland. OxfamGB(author:O.Pearce) M.Curtis,L.Finér,andM.
Ylönen
2017 Makingtaxvanish RB AroundGBP200millionintaxavoidance
worldwidefortheperiod2014−2016, includinguptoGBP60millionindeveloping markets.
SOMO V.KiezebrinkandK.
McGauran 2017
Verborgen
belastingpraktijkenvan Nederlandsebedrijven [Hiddentaxpractices ofDutchfirms]
BCD Intheperiod2011−2013,BCDavoidedatleast EUR15.3McorporatetaxintheNetherlands throughintra-groupinterestpaymentsto Curacao.
G-Star Intheperiod2011−2014,G-staravoided approximatelyEUR3Mtaxperyearinthe Netherlandsthroughtaxdeductionsfor intangibleassets(withoutacorrespondingtax chargeelsewhere).
SOMO I.Römgens,I.Hartlief,R.
vanOs,andK.Mcgauran
2015 Fool’sgold EldoradoGold TheGreekgovernmentlostoverEUR0.7Min
withholdingtaxesduring2009−2013and/or EUR1.7Mincorporatetaxduring2012−2013 becauseofinterestpaymentsto/viathe Netherlands(thesetwofigurescannotbe addedup).
SOMO R.Fernandez,K.McGauran,
andJ.Frederik
2013 BelastingOntwijkenin TijdenvanCrisis[Dodging taxesintimesofcrisis]
EnergiasdePortugal(EDP) Intheperiod2008-mid2012,beforethe advancepricingagreementwaswithdrawn, EDPreportedmorethanEUR140Mprofitsin theNetherlandsandpaideffectively5.36% corporatetaxontheseprofits,resultinginatax benefit;whentheagreementwaswithdrawn, thetaxchargeoverthisperiodretroactively increasedbyEUR34.7M.
10 A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318
combinedwith(B)somemoregeneralscientificresearchnormsbasedamongotherthingsonPopper’sfalsifiabilitypremise (Popper,1959),Kuhn’snotionontheimportanceofexpertreviews(Kuhn,1996),andthenotionof‘constructvalidity’
(Trochim,2006).
3.4. Developmentofdetailedappraisalguidelines
Thethreeareasofcriticismmentionedabovearebrokendownintotenindicators.Thetenindicatorsaresubdividedinto
23questions(seeTable3).Detaileddescriptionsweredevelopedforeachpossiblescore(0,0.5,or1pointforeveryquestion)
tofacilitateanequitableassessmentmethodforallthereportsandarefoundintheAppendix.The14casestudieswere
analyzedusingthesequalitycriteria.
Oncethefirstversionoftheresearchmethodologyhadbeendeveloped,itwastestedandfurtherdevelopedinthree
ways.First,themethodologyandtheappraisalguidelinesweresharedwiththeresearchersandtheorganizationsthatwrote
thecasestudies.Basedontheirresponses,themethodologywasrefined.
Second,theevaluativequestionswereansweredbytwoofthepresentauthorsindependentlyforallthecase
stud-iestodeterminewhetherthere wereanydiscrepancies betweenthetwo authors.Assomediscrepancieswerefound
betweentheappraisals,thescoringguidelinesweremademoredetailed,anditwasdecidedthatalltheremaining
stud-ieswouldcontinuetobeassessedbythetwoauthorsindependentlyfromeachother.Thedifferenceswerereconciled
afterward.
Third,around-tablediscussionwasorganizedwithfiscalexpertswithdiversebackgrounds(e.g.academics,tax
profes-sionalsworkinginacorporateenvironment,civilservants,andexpertsaffiliatedtoNGOs)todiscussthemethodologyof
thispresentpaperandourinitialfindings,andtodevelopmeaningfulrecommendations,whicharepresentedinsection
4.Basedonthisround-tablediscussion,thepossibilityofanintermediatescoringof0.5withcorrespondingguidancewas
addedforcertainquestions(4b,7a,and9c)whichwereinitiallyscoredas1or0.Furthermore,aquestionwasaddedabout
thelegalanalysisoftheapplicabletaxrulesinthecasestudy(8c).
3.5. Appraisalofthequalityofcasestudiesandverificationofthefindings
Aftertheinitialappraisals,thefindingsweresharedwiththeresearchersandtheorganizations,whoprovidearesponse.
Sendingdraftfindingstothesubjectsofresearchandrequestingtheirfeedbackonthesefindingsisincludedasaquality
assurancestep,inlinewithMalschandSalterio(2016),p.13).Nearlyalltheresearchersresponded.
Insomeinstances,theresearchersnuancedsomeelementsoftheirappraisal.Oneresearcheralsorespondedby
shar-ingacomprehensivemethodologicalbackgroundreportandalltheunderlyingcompanyaccounts.Whensuchadditional
informationwasverifiableorcredible,andthequalityappraisalguidancedidnotrequirethattheinformationwaspublicly
accessibleorincludedinthecasestudyitself,thescoringwasreviewed.Inafewcases,thishadasubstantialimpactonthe
assessmentofthecasestudyandthisprovedanimportantfindinginitself:sometimesthequalityofacasestudyishigher
thanitseemsatfirstsight,sincesomecasestudiesomitdetailsaboutthemethodologyandresearchprocess.
4. Appraisalofcasestudyquality
Table4providestwotypesofinformation.Ontheleft-handside,itprovidesinformationregardingtheaveragescores
foreachofthetenqualitycriteria–brokendownpersubgroupofresearch.Thehighlightedelementsarethosethatscore
0.5orbelow(whenroundedtoonedigit),andwhich,therefore,indicatethatthereareconcernsaboutthequalityofthe
researchontheseelements.Forexample,theaveragescoreforthesevencasestudieswrittenbyNGOs(listedinthecentral
column)forthecriterion‘accesstodata’(firstrow)is:0.3.Forthiscriterion,whichconsistedofjustonequestion,noneof
theNGOcasestudiesscoreda1,fourscoreda0.5,andthreeofthema0:whichcomestoa0.3scoreforthiscriterion.Ifa
criterionconsistedofmultiplequestions,thescoresonthequestionswereaveraged(equalweight).Thislowoutcomeisin
ourviewproblematic.Thesecondtypeofinformationisontheright-handsideofthetable,namelytheaveragescoresfor
eachofthe23questions.Theaverageiscalculatedbytakingthemeansofthe14casestudiesbrokendownperquestion.
Belowarethemostsalientfindingsperqualitycriteria.
4.1. Lackofadequatedata
4.1.1. Accesstodata
Regardingtheaccesstodata,mostofthecasessurveyedsignaledlimitationsintermsofaccesstorelevantdata.An
importantsourceofinformationistheannualaccountsofindividualsubsidiariesofMNEs.Suchaccountsaremore
read-ilyavailableinsomejurisdictions(e.g.theNetherlandsandLuxembourg),thaninothers(e.g.SwitzerlandandCuracao).
Therefore,anNGOmayhaveaccesstoinformationforonepartofthestructure,butnotforanotherpart.
4.1.2. Qualityofdata
Asregardsthegatheringofinformation,inmostofthecasessurveyed,theauthorsofthecasestudiesindicateddifficulties
A.F. Gunn, D.-J. Koch and F. Weyzig / Journal of International Accounting, Auditing and Taxation 39 (2020) 100318 11 Table3
Keyquestionsforqualityassurance.
Areaofcriticism Appraisalcriteria Qualityappraisalquestions
LACKOFADEQUATEDATA 1.Quantityofdata 1aDidtheresearchershaveaccesstothedatathatwereneeded?
2.Dataquality 2aWerethereissueswiththequalityofdata?
LACKOFOBJECTIVITY
3.Transparencyonmethods,techniques,anddata 3aArethemethodsandtechniquesexplicit?
3bArethe(underlying)dataavailableinanaccessibleformat?
4.Subjectsofstudyhadrighttoreplyandresponsesintegrated
4aDidthecompanyhavetherighttoreply?
4bDidthecompanygetenoughtimetoreply?(2weeks) 4cWasthereplyintegrated?
4dWasthereplypubliclyavailable?
5.Peerreviewbyindependentexperts 5aWastheresearchreviewedbyindependentexperts? 6.Conclusionsandrecommendationsarebasedontheresearch
6aAretheconclusionslimitedtotheresearchitself? 6bArelimitstotheresearchmadeexplicit?
6cWeretherecommendationsalogicalfollow-upfromthefindings?
LACKOFEXPERTISE
7.Selectionofaparticularcasestudyexplained 7aWasitexplainedhowthecasestudywasselected? 7bWastherepresentativenessofthecasestudydiscussed? 8.Definitionofconceptsandlegalanalysis
8aWerethekeyconceptsdefined?
8bWerekeyconceptsusedinaccordancewithcurrentterminology? 8cDoesthecasestudyincludealegalanalysisofapplicabletaxrules?
9.Qualityofcalculationsandcounterfactualoftaxavoidanceestimate
9aWerethecalculationscorrectandsufficientlysubstantiated? 9bWasthecounterfactualmadeexplicit?
9cWasthecounterfactualreasonableandcomplete?
9dDidtheresearchershaveanexplicitandcorrectstrategyhowtodealwithmissingdata? 10.Qualitycontrolandrobustness 10aDidtheresearchersindicateadegreeofuncertainty?
12 A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318 Table4
Resultsofappraisalofcasestudies.
*1indicatesgood,0.5indicatesaverage,and0indicatespoor.
subsidiarycompanieswithintheMNE.Consequently,formoststudiesthescorewithrespecttothedataqualityandquantity is0.5orbelow,indicatingthatdatalimitationsaremajorelementsnegativelyinfluencingthequalityofthesestudies.Looking atcasestudiesthatwerenotselected,thedatalimitationsreportedareevenmoresubstantial,becausecaseswiththemost severedataconstraintstypicallydidnotallowforquantitativeestimates(seeTable1).Moreover,theauthorsofcasestudies
writtenbyNGOsindicatedthattheyhadsometimesexploredthepossibilityofresearchingothercompaniesthantheMNE
ultimatelyanalyzedinthecasestudies,butthatthishadnotresultedincasestudiesforpublicationastheydidnothave
A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318 13
accesstodatacannotbeblamedontheresearchers,astheyaimedtofindcasestudieswithenoughdata.Instead,thedata
constraintslimitthepossibilitiesforhigh-qualitycasestudies.Basedonourresearch,theauthorsofcasestudiesseemto
havepursuedcasesdespitetheexistenceofdataissues,forthesimplereasonthatitisexceptionaltofindexamplesoftax
avoidancewithoutanyproblemsregardingdataaccessandquality.
4.2. Lackofobjectivity
Thesecondsetofindicatorsusedtoanalyzethequalityofthecasestudiesconcernstheissueofobjectivityinabroadsense,
includingopennesstoexternalscrutiny.Overall,thescoresarerelativelyhigh.Ofthethreeconstrainingfactorsidentifiedin
ourmethodology,apotentiallackofobjectivityhasthesmallestimpactontheresearchqualityoftheselectedcasestudies.
Still,someelementsleaveroomforimprovement,especiallyasregardstherightofreplyforcasestudiespublishedbya
politicalparty.
4.2.1. Transparencyonmethods,techniques,anddata
Thefirstindicatorofobjectivityconcernsthetransparencyoftheresearch,allowingreaderstoascertainwhetherthe
datawasusedandinterpretedinanunbiasedway.Itconsistsoftwoquestions:(1)Arethemethodsandtechniquesmade
explicit?(2)Arethe(underlying)dataavailableinanaccessibleformat?Thelatterquestionisabouttheprimarydataused
andwhethertheseareinthepublicdomainorobtainableonrequest.Allofthecasestudiescontainedatleastanindication
ofthemethods,techniques,anddataused,althoughtheywereincorporatedinvariousdifferentways.Examplesofthis
includeincorporationinthemaintextofthecasestudyreport,asatable,infootnotes,orasaspecialsection.Sometimesthe
fullcalculationscanbeobtainedonrequest.Thelevelofdetailvariedconsiderably.Mostreportsincludedafulldescription
ofmethodsandtechniques.Somereportsincludedanexplanationofonlysomespecificaspectsofthecalculation.Allofthe
casestudiessurveyeddocumentedtheirsources.Sometimesthesources(primarymaterials)wereavailabledirectly,which
greatlysimplifiedtheprocessofunderstandingthecasestudies.Sometimesthedatacanbeprovidedonrequest.Accessto
informationcanbelimitedincasesinwhichtheNGOprovidesalinktoawebsiterequiringpayment.
4.2.2. Righttoreply
Thesecondindicatorofalackofobjectivityistherighttoreplyforthesubjectsofcasestudies.The“righttoreply”is
understoodtomeanthepossibilityforacompanytohaveinsightsintoacasestudybeforepublicationandtohavethe
possibilityofsubmittingadditionalinformation.Therighttoreplyisassessedusingthefourfollowingquestions:(1)Did
thecompanyhavetherighttoreply?(2)Ifacompanyhadtherighttoreply,didithaveatleasttwoweekstoreply?(3)
Wasareplyintegratedintothecasestudy(ifthisispossible)?(4)Isthereplypubliclyavailable?Elevenofthe14case
studiesreferredtotherighttoreplyorindicatedthatthecompanieswereapproachedforareaction.Interestingly,thethree
instancesinwhichacasestudydidnotrefertotherighttoreplywereallthecasestudiespublishedbytheGreens/EFA.It
ispossiblethattheauthorsworkingforthispoliticalpartydidnotaskforareplybecauseitsreportswereonlyintendedto
drawattentiontoabroaderproblem,illustratedbythecasestudies,andtomovethatproblemupthepoliticalagenda.Itwas
noticeablethatnoneofthestudiesincludedacleardeadlinewithinwhichacompanyshouldrespond.Weidentifiedtwo
casesinwhichtheamountoftimeallowedforareactionseemedtooshort.Thepossibilityofaccessingcompanyresponses
tothirdpartiesvariedamongthestudies.Insevencases,thereportsreferredtoawebsitecontainingtherepliesofthe
companies.By2018,however,thelinksincludedforthreeofthosesevenstudieswerenotoperationalordidnotprovide
therelevantinformation.Theextenttowhichrepliesfromcompanieswereincludedinthecasestudiesdependedontheir
natureandlevelofdetail.Themostimportantobservationinthisregardisthatthemajorityofstudiesthatexpresslydealt
withtherepliesofcompaniesdidnotaddressalloftheissuesraisedinthereplies.
4.2.3. Reviewbyindependentexperts
Thethirdindicatoristheextenttowhichthecasestudieswerereviewedbyindependenttaxexperts.Inthecaseof
academicstudies,thisislikelytobethroughpeerreview.Inothercases,theindicatorisappliedwithreferencetoasuitable
thirdparty.Tenofthecasestudiesexplicitlyreferredtosomeformofexpertreview.Intwoothercases,informationon
anexpertreviewwasprovidedlaterbytheresearchersinresponsetothedraftfindingsofourstudy.Notsurprisingly,the
clusterofcasestudiesthatwerealsopublishedasanacademicpaperscoredhigherthantheotherclusters.
4.2.4. Conclusionsandrecommendationsarebasedontheresearch
Thefourthandfinalindicatorregardingtheissueofobjectivityconcernstheconclusionsandrecommendationsofthe
casestudies.Itconsistsofthreequestions:(1)Aretheconclusionsbasedontheresearchitself?(2)Arethelimitationstothe
researchmadeexplicit?(3)Aretherecommendationsalogicalfollow-upfromthefindings?Infourcases,theconclusions
wereindeedlimitedtotheresearch.However,intheremainingtencasesclaimsweremadethatwerenotsubstantiated
bytheactualresearch.Forexample,almostallofthecasestudiesmentionedthelimitationsofthetheircasestudyintotax
avoidance.Thecasestudies,orthebroaderreportsofwhichtheyareapart,containedabroadvarietyofrecommendations
14 A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318
manystudies,mostrecommendationsfollowedlogicallyfromthecase,butweregeneralizedtoothercomparablesituations.
However,somestudiesalsocontainedunrelatedrecommendations.
4.3. Lackofexpertise
4.3.1. Explanationofthechoiceforaparticularcasestudy
Thisindicatorconsistsoftwoquestions:(1)Wastheselectionofthecasestudyexplained?(2)Wastherepresentativeness
ofthecasestudyexplained?Thisindicatorshedslightontheexternalvalidityofthecasestudy.Themajorityofthecase
studiessurveyedcontainedsomeexplanationregardingtheselectionofthecase.Insomecases,thetriggerwasaspecific
publicstatementaboutacompany(e.g.astatementintheEuropeanParliament).Inotherinstances,theselectionwaslinked
toamoregeneralpublicoutcryovertaxavoidance.Someofthecaseswerechosenasafollow-uptoapreviousinvestigation
intoaparticularcompany.Theavailabilityofinformationwasalsocitedasareasonforselection.Ourreviewincludedfour
casestudiesthatformpartofbroaderpublications.Suchbroaderpublicationsprovidedagoodoverallexplanationofhow
thevariouscasestudieswereselected,thusleadingtomaximumscoresforthisquestion.Bycontrast,somestudiesdid
notprovideanyexplanationforwhyacertaincasewaschosen.Allacademicarticlesincludedadetaileddiscussionofthe
representativenessofthecases,whereasallotherpublicationscontainedonlyabriefdiscussionor,moreoften,nothing.
Onthespecificpointoftheexplanationofrepresentativeness,thedifferentnatureofacademicpublicationsisconduciveto
higherquality.
4.3.2. Definitionofconceptsandlegalanalysis
Thesecondindicatorconcernstheuseofconceptsandlegalanalysisinthecasestudies.Itconsistsofthreequestions:
(1)Arethekeyconceptsdefined?(2)Aretheyusedinaccordancewiththecurrentterminology?(3)Doesthestudyinclude
alegalanalysisoftheapplicabletaxrules?Theterm“currentterminology”referstointernationalusage,forexample,inthe
contextoftheOECD’sworkontaxation.Thisquestionwasincludedtoflaginstanceswhereusageincasestudiesappears
nottobeinlinewiththeusagewhichmightbeexpectedfromaninternationaltaxperspective.Forallthreequestions,the
reportspublishedbytheGreens/EFAoverallscoredmuchlowerthantheotherstudies.Almostallcasestudiespaidspecific
attentiontotheusageoftechnicalterms.Moststudiesdefinedorexplainedthekeyconceptinthemaintext,boxes,or
footnotes,sometimeswithillustrations.AfewNGOreportsalsoincludedaseparateglossary.Inthemajorityofcases,the
conceptsusedinthecasestudiessurveyedarefullyinlinewiththecommonusageofthesetermsinthefieldoftaxlaw.
Mostcasestudiesprovidedeitheracomprehensiveanalysisoftheapplicabletaxlegislationornoneatall.
4.3.3. Calculationsandcounterfactualoftaxavoidanceestimates
Thethirdindicatorconcernsthetechniquesappliedtothequantificationoftaxavoidanceusedbytheauthorsofthecase
studiesbyNGOs.Whereasthepreviousindicatorfocusedonlegalaspects,thisindicatorconcentratesoneconomicaspects.
Thequalityofthequantitativetechniqueswasassessedusingthefollowingfourquestions:(1)Arethecalculationscorrect
andsufficientlysubstantiated?(2)Isthecounterfactualmadeexplicit?(3)Isthecounterfactualreasonableandcomplete?
(4)Dotheresearchershaveanexplicitandcorrectstrategyfordealingwithmissingdata?Therewasvariationbetweenthe
casestudiesregardingthemethodsusedforquantifyingtax.Itwasnoticeablethatinalimitednumberofcases,itwasnot
possibletoreconstructthecalculationsmadebytheresearchers.Certaincasestudiescontainedminorerrorsincalculation
orfollowedaquestionablemethodologyforassessingtaxavoidance.Insomecases,assumptionsweremadethatcanbe
considereduntenable.Surprisingly,inonecase,theresearchersmadeacalculationerrorthatsuggestedalessbeneficialtax
outcomeforthecompany.Nearlyallthecasestudiescontainedaclearcounterfactualforeachtaxavoidanceelement.Only
intwocasesthecounterfactualwasnotpresentedclearlyorwasclearonlyforpartofthecalculations.Overall,forthecluster
ofreportspublishedbytheGreens/EFA,thequalityofthecounterfactualsismuchlower.Almostallcasestudiessurveyed
hadanexplicitandcorrectstrategyfordealingwithmissingdata.
4.3.4. Qualitycontrolandrobustness
Thefourthandfinalindicatoroftheexpertiseoftheresearchersisthequalitycontrolofthecasestudies.Thisindicator
wasconsideredwithreferencetothedegreeofuncertaintymentionedinthecasestudiesandthetriangulationofdatawith
othersources.Thedegreeofuncertaintycanbebasedonalternativeassumptionsorcalculationmethods,thusinvolving
robustnesschecksthatusedifferentspecificationstoestimatetheamountoftaxavoidance.Althoughthecasestudiesdidnot
useeconometricmodelsthatcouldberunwithalternativespecifications,somestudiescontainedcalculationsthatcouldbe
performedusingalternativeassumptions.However,sixcasestudiespresentedanamountwithoutanysuchqualifications.
Noneofthecasestudiessoughttoquantifyanexactmarginoferror.Theeffortstotriangulatedataforonecasewererather
impressive,involvinginterviewswithgovernmentofficialsinvariouscountriesandevenundercoverresearchtoinvestigate
theprovisionofintra-groupservices.Someresearchersdescribedtheirattemptstocollectadditionalinformationfrom
othersources,butstatedthattheywereunsuccessful.Onlyafewcasestudiesdidnotmentionanyattemptstoobtainother
A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318 15 5. Discussionandconclusion
5.1. Discussiononandrecommendationsforthequalityofthecasestudies
Whereasallthefactorshadanimpactontheoverallquality,thedataavailabilityanddataqualityaretheonlyfactorsthat
scoredanaveragebelow0.5whenallthestudieswerecombined(0.45).Objectivityscoredthehighest,withanaverageof0.68
andnoneoftheindividualindicatorsscoringonaveragebelowthe0.5mark.Thelackoftechnicalexpertisedemonstrated
inthestudiesliessomewherebetweenthescoreswithrespecttodataandobjectivity(0.63).Thisdoesnotmeanthatno
improvementscanbemadetoincreasetheobjectivityofthecasestudies.Itisrecommendedthatallresearchersprovide
companieswiththeopportunitytorespondandgivethemenoughtimetodoso.Itisalsosuggestedthatresearchersmake
theresponsesfromcompaniesavailableandshowhowtheyhaveincorporatedthemintotheircasestudies.
Theindividualindicatorsthatscoredbelow0.5onaverageacrossallthetypesofstudiesarethedataavailability,the
discussionontheselectionofcasestudies,andtheindicationofadegreeofuncertainty.Morescoreswouldbebelow0.5
iftheywerebasedononlypublicinformation.Therefore,itisrecommendedthatresearchersmakemoreofthedataand
methodologyavailabletothepublic,suchasinseparatebackgroundpapers.Thethreescoresthatarebelow0.5arethe
focusofourrecommendations.
Regardingtheavailabilityandaccessibilityofdata,bothgovernmentsandcompanieshavearoletoplay.Thequality
ofthecasestudiescouldlikelybestrengthenedifmoreandbetterinformationwereavailableandmoreeasilyobtainable
byresearchers.Crucially,governmentscouldrequirethefilingofunconsolidatedannualaccountsofindividualentities,
withexplanatorynotes,andensurethatthesecanbeobtainedeasilyforfreeoratalowcost(Koch,2017).Thisappliesto
allcountries,includingdevelopingcountriesaswellascountriesusedincorporatetaxplanningstructures.Forcountries
wherethisisusuallythecase,suchastheNetherlandsandLuxembourg,thedataavailableforthecasestudiesisrelatively
good.Forcountrieswheresuchfilingsarenotavailable,suchasSwitzerlandandCuracao(whichsurfacedregularlyinthe
selectedcasestudies),thedataavailabilityishighlyproblematic.
Furthermore,companiesthemselvescouldpublishkeydata,suchasrelevantfinancialfiguresonacountry-by-country
basis.TheGlobalReportingInitiative(GRI),whichincludessustainabilityreportingstandardsthatarewidelyused,
pro-videssomeguidanceforthisintheguiseofanewtaxstandard.Moreover,recentexamplessuchasShell’spublicationof
comprehensivecountry-by-countrydatafor2018demonstratethatitisfeasible.Companiescouldalsoproviderelevant
explanationsabouttransferpricing,groupfinancing,intellectualproperty(IP),theuseoftaxtreaties,thelevelof
trans-parencywithforeigntaxauthorities,andtheuseoftaxholidays,taxrulings,andadvicebytaxadvisors(e.g.positionpapers,
memoranda,andlegalopinions).Inallcases,thepublicationofsuchinformationneedstobedoneinaformatthatis
acces-sibleandcomprehensibletoresearcherswithoutaspecificbackgroundininternationaltaxation.Wenotethatthenatureof
theinformationneededwilldependontheresearchobjectivesofaparticularstudy.Combinedwithcompanies’legitimate
concernsaboutconfidentialityandissuesofefficiency,agoodapproachtoincreasingtheavailabilityofdataisfor
compa-niestoprovideinformationonrequest,allowingtheresearcherstoaskquestions.Thiswouldalsoincreasetheefficiency
oftheresearchprocess.Allcasestudieswouldhavebenefitted,tovaryingdegrees,frommoreandmorereadilyavailable
information.
Regardingtherepresentativenessofthecasestudies,researcherscanimprovetheirapproach.Whileitcanbelogicalfor
researcherstoselectcasesbasedontheiremancipatorypotential,insteadoftheirrepresentativeness,theycouldmakemore
effortstodescribeanddocumentthedegreetowhichtheselectedcaseisexceptionalorcouldbeexemplaryofabroader
situation.Forexample,thiscouldbeachievedbysystematicallycomparingtheglobaleffectivetaxrate(ETR)withthatof
peercompanies.AcomparisonofthetotaltaxesbornebyanMNEcouldalsocontributetoabetterunderstandingofthe
taxpositionofaparticularMNErelativetoitspeers.Furthermore,wenotethatabreakdownofdifferenttypesofrelevant
taxescouldcontributetoamorenuancedanalysis.Forexample,inthecaseoftheextractiveindustry,itwouldbehelpfulto
distinguishcorporatetaxesontheannualprofitfromextractivetaxesleviedovertheexploitationoffinitenaturalresources.
Thiscouldenhancetheexternalvalidityofthecasestudy.
Lastly,regardingthedegreeofuncertaintyofcasestudyfinding,moreusecouldbemadeofalternativeestimatesto
highlightthesourcesofuncertaintyandindicatearangeoftaxrevenuesforgoneratherthanasinglefigure.Thiswouldalso
reducetheriskofmisinterpretationorexaggerationfromtreatinganestimateasahardfigure.
Inshort,forthequalityofthecasestudiestobeimproved,thecompaniesandthegovernmentsareinthedrivingseat.
Nevertheless,NGOscouldthemselvesbemoreaccountableandtransparentabout,forinstance,themethodsanddatathey
used.Insteadofalwaysbeingpubliclyavailable,sometimesthisinformationwasonlyavailableonrequest.
5.2. Limitationsofthecurrentresearch
Inourstudy,wewereabletoreachseveralconclusions.Forinstance,onaverage,thequalityofthecasestudiesbyNGOs
isbetterifcollaborationissoughtwithacademics.Furthermore,thequalityofcasestudiesbyNGOsishigherthanstudiesof
politicalorganizations.Ofcourse,certainlimitationsapplywithregardtotheinternalandexternalvalidityofourfindings
(Trochim,2006).Wesoughttominimizetheadverseimpactoftheselimitationsinavarietyofways.
Becauseoftheiterativemethodologyofourresearch,theinternalvalidityoftheresearchwasstrengthened.The‘feedback
16 A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318
couldbeattributedtoalternativeexplanationsthatarenotexploredinthestudy(Girden,2001).Using10indicatorsand
23questions,wesoughttodevelopanencompassingdefinitionofquality.Theriskofpotentialbiaseswasfurtherreduced
becausethepresentauthorscomefromverydifferentprofessionalbackgrounds(includingaformeremployeeofanNGO,
aninternationaltaxspecialistwithabackgroundataBigFourfirm,andaseniorcivilservantwithexpertiseinthefieldof
internationaldevelopment).
Toascertainwhetherastudyhasexternalvalidity,thequestionwhichmustbeanswerediswhetherthefindingsapply
tootherresearchsubjectswhoseplace,times,andcircumstancesdifferfromthoseofthesubjectswhoparticipatedinthe
study(ResearchConnections,2016).Astudy’sexternalvalidityiscloselyrelatedtothegeneralizabilityofthefindings.In
thisregard,wefacelargerproblemsasoursamplesize(N)isrelativelylow(14,andfortwosubsetsofcasestudies,those
performedbypoliticalpartiesandbyacademics,Nisjust3),eventhough-tothebestofourknowledge-ourselectioncovers
alltaxavoidancecasestudieswithaquantitativeestimatepublishedduring2013–2017andincludingaDutchelement.In
2018and2019,newcasestudiesbyNGOswithtaxavoidanceestimateswerepublished,forexamplebyOxfamaboutUS
andAustralianfirms.NotalloftheseinvolveDutchentities.Thisraisesthequestionofwhetherandtowhatextentthe
currentfindingscanbeconfidentlygeneralizedtosuchlatercasestudies.Furthermore,thequestionarisesastothedegree
ofcertaintywithwhichourfindingsregardingthe(lackof)qualityofthestudiesbythepoliticalpartiescanbetransferred
tootherstudiesbypoliticalparties.Wewouldarguethatmodestyisrequiredonthepointofexternalvalidity.Forinstance,
allthreestudiesbypoliticalfoundationsthatweanalyzedwereproducedbythesameorganization,whichreducesthe
robustnessofthefindings.
Onekeywaytoenhancetheexternalvalidity,wouldbetoincreasethenumberofobservations.Forexample,thiscould
beachievedbyassessingmorerecentcasestudies,includingsomewithoutDutchentities.Lackofdatamightthenemerge
asanevenlargerqualityconstraintbecausetheavailabilityofdetailedunconsolidatedfinancialaccountswasrelatively
goodforDutchentities.Mostoftheassessmentframework(indicators1–8)couldalsobeappliedtocasestudieswithout
aquantitativeestimate.Inanycase,thequalityofguidelinesthatimplicitlyfollowfromtheassessmentframeworkalso
seemsvalidfornewcasestudies.
5.3. Potentialforscale-upofcurrentmethodologytoNGOresearchfocusingonotherdomains
NGOspublishcasestudiesonmanydifferentaspectsof(alleged)corporatemalpractice.Thiscanrangefromtheimpact
ondeforestationtoissuesinvolvinglaborconditions,andfromhumanrightsabusestoirregularitiesincorporatesocial
responsibilityreporting.Wenotethatthereislittlesystematicqualityappraisalforresearch,eventhoughourstudyshows
thatmuchcouldbelearnedfromsuchanappraisal.Cantheappraisalmethodologydevelopedbyusalsobeusedtoappraise
thequalityofcasestudiesoutsidethefieldoftaxavoidance?
Letusfirstrecapthekeystepsandfeaturesofthepresentmethodology.Thefirststepwasthedevelopmentofgeneric
qualitycriteria(section3.3),thenextstepwasthedevelopmentofdetailedappraisalguidelines(section3.4),andthelast
stepwastheappraisalofthequalityofcasestudiesandverificationofthefindings(section3.5).Throughoutallsteps,a
participative,inclusive,anditerativeapproachwastaken.Itwasparticipativeduetotheextensiveuseofqualitycriteria
proposedbytheparticipantsofthestudy(theresearchers).Inclusivenesswasguaranteedbythediversityofexpertsinvolved
inthequalitycontrolsystem:fiscalexpertsfromallkeydomainsparticipated(e.g.academics,taxprofessionalsworkingin
acorporateenvironment,civilservants,andexpertsaffiliatedtoNGOs).Theapproachcanberegardedasiterativeasthe
scoringmethodologywasadaptedaftertrialappraisals.
Wethinkthatthecurrentstepsandfeaturesofourmethodologycouldalsobehelpfultoappraisethequalityofcase
studyresearchonotherbusinesspractices.Theycouldalsobelinkedtothefieldofauditsand(socialandenvironmental)
accountingwherethereissubstantialacademicdebateondisclosure(e.g.Elkins&Entwistle,2018)andoncorporatesocial
responsibilityreporting(e.g.(Cai,Lee,Xu,&Zeng,2019)).Themethodologycouldalsopotentiallybemodifiedtoassess
companycasestudiesinotherdomains,suchashumanrightsandenvironmentalissues,whilepreservingitsparticipatory
andinclusivefeatures.Forotherdomains,itmaybenecessarytoverifythekeyfactorsthataffectthe(perceived)research
qualityofcasestudies.However,somefactorsidentifiedappeartohavebroaderapplicabilityandcould,therefore,forma
usefulstartingpoint.
Thedegreetowhich ourgenericqualitycriteriaanddetailedappraisalguidelinescanbetransposedand/orrequire
adjustmenttoapplytonon-fiscalcase studiesdifferspercriterion.Thefourindicatorswithrespecttoobjectivity(i.e.
transparencyonmethods,techniquesanddata;therightofreplyforthesubjectofthecasestudyandtheintegrationofthe
replyinthereport;peerreview;andfindingswhicharelimitedtotheactualresearch)appearimportantinalldomains.
Itseemsreasonabletoexpectthatthetwocriteriarelatingtodata(i.e.dataquantityanddataquality)arealsocrucialfor
othertypesofcasestudies.However,forissuesofamorequalitativenature,suchasharassmentofworkers,itmaybethe
casethatappraisalguidelineswouldneedtoputmoreemphasisonthereliabilityandinterpretationofthedata.Thefour
indicatorsfor‘expertise’(i.e.theexplanationoftheselectionofcasestudies;theinclusionofadefinitionofkeyconcepts
andlegalanalysis;thequalityofcalculationsandcounterfactuals;andqualitycontrol)aremorecloselylinkedtospecifics
ofthetaxavoidancedebate.Fortheappraisalofcasestudiesabouthumanrights,theuseofacounterfactualmaybeless
A.F.Gunn,D.-J.KochandF.Weyzig/JournalofInternationalAccounting,AuditingandTaxation39(2020)100318 17
whatextenthumanrightsissuesarestructuralanddirectlyresultfromcompanypoliciesandpractices.Thus,theappraisal
guidelinescanbetailoredtospecificexpectationswithrespecttoresearchqualityinotherdomains.
5.4. Thefutureofcase-studybasedtaxavoidanceresearch
Weaimedtocontributetotheinternationaltaxandaccountingliteraturebyprovidingatooltoanswerquestionsrelating
tothequalityoftaxavoidancecasestudies.Wefoundthattheuseofcasestudiesfrequentlyraisesquestionsregardingthe
(lackof)availabledata.Indeed,theuseofcasestudiesasawayofexploringtaxavoidanceseemstobelinkedprecisely
totheneedtocircumventdataproblems(Finér&Ylönen,2017).Doesthismeanthatcasestudiesontaxavoidancearea
“dead-endstreet”withlittlefuturerelevance?Wewouldargueagainstthis.Whileweareincertainrespectsquitecritical
ofthequalityofthecasestudies,wearehopefulthattheirqualitywillimprove.Amongstotherthings,thisisbecausemore
dataisbecomingavailableonline,forinstance,datarelatedtotheissueofbeneficialownershipofcompanies.Tostimulate
theuptakeofourfindings,weorganizedvariouspresentationsonourmethodologyandthefindingstopotentialusers.
Interestingly,oneorganizationofwhichthereportswereassessedhasstartedintegratingsomeoftherecommendations
resultingfromthisresearch(SOMO,2018).Forexample,theresearchedcompanyreceivedamonthtorespondtothereport,
anditsresponseletterwaspublishedonthewebsiteofSOMO.
Inthispresentpaper,wedevelopedamethodologyandsubsequentlyappliedthatmethodologytoasetoftaxavoidance
casestudiescarriedoutbyNGOsandothergroups.Whiletherewasalreadycriticismofsuchcasestudiesbytheaffected
companiesandsomejournalists,therewasnotyetacademicresearchintothequalityofthesestudies,inpartbecausea
suitablemethodologywaslacking.Bydevelopingcriteriaandguidelineswhichcanpotentiallybeusedtoappraisecase
studiesinotherareasofcorporatebehavior,thisstudyhascontributedtofillingthatgap.Thefindingsoncasestudies
oftaxavoidanceshowwaystoenhancethequalityofresearch,whilerecognizingthatgovernments,companies,andthe
researchersthemselvesallhavearoletoplay.
AppendixA. Supplementarydata
Supplementary material related to this article can be found, in the online version, at doi:https://doi.org/10.1016/
j.intaccaudtax.2020.100318. DeclarationofCompetingInterest
Theauthorsdeclarethefollowingfinancialinterests/personalrelationshipswhichmaybeconsideredaspotential
com-petinginterests:FrancisWeyzighadprovidedtechnicalcommentsonsomeoftheselectedcasestudiespriortopublication,
uponrequestasanexternalexpert.However,theassessmentforthecurrentpaperfollowsastandardizedassessment
frameworkwithdetailedguidanceforscoring.Theanalysisisalsomoreelaborate,inpartbecauseitfocusesonstructures
involvingaDutchlink,whilesomecasestudiesincludeotherstructurestoo.Moreover,theassessmentcoversmanyaspects
beyondtheusualscopeofexternalexpertcomments,suchasavailabilityofcompanyresponses,datadisclosure,casestudy
selection,andrepresentativeness.
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