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Revista

de

Administração

http://rausp.usp.br/ RevistadeAdministração52(2017)256–267

Information

technology

A

study

on

the

impact

of

non-operational

mechanisms

on

the

effectiveness

of

public

information

technology

governance

Um

estudo

sobre

o

impacto

dos

mecanismos

não

operacionais

na

efetividade

da

governan¸ca

de

tecnologia

da

informa¸cão

pública

Un

estudio

acerca

de

la

influencia

de

los

mecanismos

no

operacionales

en

la

efectividad

de

la

gobernanza

de

tecnología

de

la

información

pública

Leonel

Cerqueira

Santos

,

Carlos

Denner

dos

Santos

Jr.

UniversidadedeBrasília,Brasília,DF,Brazil

Received15February2016;accepted1December2016 Availableonline15May2017

ScientificEditor:MariaSylviaMacchioneSaes

Abstract

Thisstudyproposesananalysisofnon-operationalmechanismsthatcanimpacttheeffectivenessofinformationtechnologygovernanceinthe Brazilian publicadministration.Aquestionnaire wassentto informationtechnologymanagersand experiencedprofessionals inthe area of informationtechnologygovernance,whoworkinpublicorganizations.Basedonthecollecteddata,weusedthestructuralequationstechniqueto verifytheimpactofthefollowingmechanismsontheeffectivenessofinformationtechnologygovernance:topmanagementsupport;performance oftheinformationtechnologysteeringcommittee;useofinformationtechnologystrategicplanning;performanceoftheinformationtechnology investmentportfoliomanagement.Thestudyindicatesthatthefirstthreemechanismsdonotinfluencetheperceivedeffectivenessofinformation technologygovernanceintheBrazilianpublicsector.However,theperformanceoftheinformationtechnologyinvestmentportfoliomanagement hasadirectandpositiveconsequenceoneffectiveness;also,asamediatingvariable,itsignificantlyaffectstheperformanceoftheinformation technologysteeringcommittee,increasingtheeffectivenessofBrazilianpublicinformationtechnologygovernance.Throughtheachievedresults andtheanalysisoftheseeffects,thisstudyaimstocontributetheoreticallytotheliteratureoninformationtechnologygovernance,astherearefew studiesthatexaminewhichmechanismsassisttoestablishthiseffectivenessinpublicorganizations,andevenlesswhenitcomestotheBrazilian publicsector.

©2017DepartamentodeAdministrac¸˜ao,FaculdadedeEconomia,Administrac¸˜aoeContabilidadedaUniversidadedeS˜aoPaulo–FEA/USP. PublishedbyElsevierEditoraLtda.ThisisanopenaccessarticleundertheCCBYlicense(http://creativecommons.org/licenses/by/4.0/).

Keywords: Effectiveness;ITGovernance;MechanismsofITGovernance;Stakeholders;BrazilianPublicAdministration

Resumo

Nesteestudo,osautorespropõemumaanálise dosmecanismosnão operacionaisquepodemimpactarnaefetividade dagovernanc¸ada tec-nologia da informac¸ão na administrac¸ão pública. Nestapesquisa utilizou-se um questionário, o qual foi aplicado em gestores da área de tecnologia da informac¸ão e profissionais experientes naárea de governanc¸ade tecnologia da informac¸ão que trabalham em organizac¸ões daadministrac¸ão pública.Apartir dosdados coletados,aplicou-se atécnica deequac¸õesestruturais paraverificaroimpacto dosseguintes mecanismosnaefetividadedagovernanc¸adetecnologiadainformac¸ão:suportedaaltaadministrac¸ão;atuac¸ãodo comitêdedirec¸ãode tec-nologiadainformac¸ão;utilizac¸ãodo planejamentoestratégicodetecnologiadainformac¸ão;atuac¸ãodagestão deportfóliodeinvestimentos detecnologiadainformac¸ão.Osresultadosindicam queos trêsprimeirosmecanismos não têminfluênciasobre aefetividade percebidada

Correspondingauthorat:CampusUniversitárioDarcyRibeiro,PrédiodaFACE,CEP70910-900Brasília,DF,Brazil.

E-mail:dfleonelbr@gmail.com(L.C.Santos).

PeerReviewundertheresponsibilityofDepartamentodeAdministrac¸ão,FaculdadedeEconomia,Administrac¸ãoeContabilidadedaUniversidadedeSãoPaulo –FEA/USP.

http://dx.doi.org/10.1016/j.rausp.2017.05.005

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governanc¸adetecnologiadainformac¸ãodosetorpúblico.Porém,aatuac¸ãodagestãodeportfóliodeinvestimentosdetecnologiadainformac¸ão influenciadiretaepositivamenteaefetividade,sendoquetambématravésdasuapresenc¸acomovariávelmediadora,équeaatuac¸ãodocomitêde tecnologiadainformac¸ãopassaaterefeitosignificativosobreaefetividadedagovernanc¸adetecnologiadainformac¸ãopública.Comosresultados obtidoseaanálisedestesefeitos,estetrabalhoalmejacontribuirteoricamenteparaaliteraturadegovernanc¸adetecnologiadainformac¸ãodentrodo contextoemqueexistempoucaspesquisasqueexaminamquaismecanismoscontribuemparaestabeleceressaefetividadedentrodasorganizac¸ões públicas,sendoestenúmeroaindamaisincipientequandooambienteserestringeaosetorpúblicobrasileiro.

©2017DepartamentodeAdministrac¸˜ao,FaculdadedeEconomia,Administrac¸˜aoeContabilidadedaUniversidadedeS˜aoPaulo–FEA/USP. PublicadoporElsevierEditoraLtda.Este ´eumartigoOpenAccesssobumalicenc¸aCCBY(http://creativecommons.org/licenses/by/4.0/).

Palavras-chave:Efetividade;Governanc¸adeTI;MecanismosdeGovernanc¸adeTI;Stakeholders;Administrac¸ãoPúblicaFederal

Resumen

Enesteestudiolosautoresproponenunanálisisdelosmecanismosnooperacionalesquepuedeninfluirenlaefectividaddelagobernanzade tecnologíadelainformaciónenlaadministraciónpública.Sehaaplicadouncuestionarioagestoresdeláreadetecnologíadelainformaciónya profesionalesexperimentadoseneláreadegobiernodetecnologíadelainformaciónquetrabajanenorganizacionesdelaadministraciónpública. Sehaaplicadoalosdatosrecogidoslatécnicadeecuacionesestructuralesconelfindeverificarlainfluenciadelossiguientesmecanismosenla efectividaddelagobernanzadetecnologíadelainformación:apoyodelaaltadirección;actuacióndelacomisióndedireccióndetecnologíade lainformación;utilizacióndelplanestratégicodetecnologíadelainformación;actuacióndelagestióndecarteradeinversionesdetecnología delainformación.Losresultadosindicanquelostresprimerosmecanismosnotieneninfluenciaenlaefectividadpercibidadelagobernanzade tecnologíadelainformacióndelsectorpúblico.Sinembargo,laactuacióndelagestióndecarteradeinversionesdetecnologíadelainformación influyedirectaypositivamenteenlaefectividad;además,espormediodesupresenciacomovariablemediadoraquelaactuacióndelacomisiónde tecnologíadelainformaciónlogratenerunefectosignificativosobrelaefectividaddelagobernanzadetecnologíadelainformaciónpública.Con estetrabajo,mediantelosresultadosobtenidosyelanálisisdeestosefectos,sepretendecontribuirteóricamentealaliteraturadegobernanzade tecnologíadelainformación,enuncontextoenqueseobservanpocosestudiosdedicadosaexaminarcuálesmecanismoscontribuyenaestablecer estaefectividaddentrodelasorganizacionespúblicas,ysiendoestenúmeroaúnmásreducidocuandoelambienteselimitaalsectorpúblicoen Brasil.

©2017DepartamentodeAdministrac¸˜ao,FaculdadedeEconomia,Administrac¸˜aoeContabilidadedaUniversidadedeS˜aoPaulo–FEA/USP. PublicadoporElsevierEditoraLtda.Esteesunart´ıculoOpenAccessbajolalicenciaCCBY(http://creativecommons.org/licenses/by/4.0/).

Palabrasclave: Efectividad;GobernanzadeTI;MecanismosdegobernanzadeTI;Stakeholders;Administraciónpúblicafederal

Introduction

Brazilianpublicadministrationisinspiredbythetheoretical modelsoftheNewPublicManagementandNewPublic Gover-nance,whichrequirestateefficiencytogetherwiththeprovision ofpublic servicesof higherquality, andbased onsocial con-trolandwarranty of individual rights (Bresser-Pereira,2007;

Imasato,Martins,&Pieranti,2011).

Inthisscenario,publicorganizationsaresubjecttothe influ-enceofstakeholdersinestablishingtheirinstitutionalactivities, since the interested parts affectand are also affected by the achievementoftheorganizations’objectives(Freeman&Reed, 1983).

All these influential conditions lead the public sector to improve its corporate governance, as it helps organizations makebetterdecisions,thusenhancinggovernment’soperation (Carvalho & Laurindo, 2007; Chan, Sabherwal, & Thatcher, 2006; Cumps et al., 2009; Davenport, 1993; Earl, 1993; Henderson & Venkatraman, 1993; Hirscheim & Sabherwal, 2001;Jorfi,Nor,Najjar,&Jorfi,2011;Niederman,Brancheau,& Wetherbe,1991;Nolan&McFarlan,2005).Thisideabecomes strongerwhenthesubjectisinformationtechnology(IT),since ithasturnedintoanintegralpartoftheorganizationalstrategy. Hence,inthetechnologicalfield,ITgovernanceisestablished aspartofcorporategovernance,whichisunderstoodasasetof mechanismsofstructures,proceduresandrelationshipsdefined

bytopmanagement,inordertodirectITactionsandtoexercise control overtheir useandmanagement(Information Systems AuditandControlAssociation[ISACA],2011;Peterson,2003; Weill&Ross,2006).

Several researchers have studied the implementation of mechanisms of ITgovernance and their impactonthe effec-tivenessofcorporategovernance,butmostofthemfocusonthe privatesector(Al-Farsi&Haddadeh,2015;Ali&Green,2007, 2012;Bermejo,Tonelli,&Zambalde,2014;Bowen,Cheung,& Rohde,2007;Bradleyetal.,2012;DeHaes&VanGrembergen, 2008; Heindrickson&Santos,2014;Huang,Zmud, &Price, 2010;Liang,Chiu,Wu,&Straub,2011;Lunardi,Dolci,Mac¸ada, &Becker,2014;Nfuka &Rusu,2010;Rau,2004;Schlosser, Beimborn,Weitzel,&Wagner,2015;Vaswani,2003;Weill& Woodham,2002).

In viewof this context,thisresearchaimedto answer the followingquestion:whichnon-operationalmechanismsaffect thelevelofperceivedeffectivenessofITgovernanceinpublic administration?

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results(Campbell,McDonald,&Sethibe,2009;Rodrigues & Souza, 2014; Tonelli,Bermejo, Santos,Zuppo, &Zambalde, 2015).

The next sections present the theoretical framework, the methodologyusedfordatacollection,thepresentationand anal-ysisofthedata,andintheend,thefinalconsiderations,withthe researchlimitationsandsuggestionforfuturestudies.

Theoreticalmodelsofpublicadministration:newpublic managementandnewpublicgovernance

AccordingtoDenhardt(2008),theNewPublicManagement (NPM) hadits startingpoint inan academic seminar heldin 1968at the MinnowbrookConvention Center, Syracuse Uni-versity,NewYork.Itsbasesarerelatedtothefollowingfactors: focusonthecitizen;orientationtowardresults,throughstrategic planningandperformanceindicators;emphasisontransparency andsocialcontrol;managementflexibilization,andappreciation anddevelopmentofcivilservants(Hood,1995).

ForNPM,the relationshipbetweencommitmenttoresults forthecitizenandresponsibilityofpoliticiansandcivilservants raisedtheideaofeffectivenessinthecontextofthepublic sec-tor.Thiseffectivenessmovestowardmoreflexibleorganizations (reductionofbureaucracy),innovativeandefficient,whosemain focus forthe delivery of publicservices isthe citizen(called “customer”),whoreceivesamorepersonalizedtreatment.

In Brazil, NPM began tobe implementedin1990, during PresidentFernandoCollordeMello’sgovernment(1990–1992), andbecamecentralduringFernandoHenriqueCardoso’sfirst term(1995–2002),throughthecreationoftheMasterPlanfor ReformoftheStateApparatus,whichdefinedtheguidelinesand establishedthegoalsforthepublicadministrationreform, jus-tifiedbythecrisisabouttheStaterole(Brasil,1995;Ferrarezzi &Amorim,2007).

However,there are gaps when NPM makesuse of private sectorbusinessprinciplestoimprovegovernmentperformance. Thisinconsistencyoccursduetothelackofdenominatorssuch as“profit”or“returnoninvestment”inthepublicsector,which arecommon intheprivateenvironment.Therefore,it is diffi-cult to make a common comparison across the full range of public programs, as these are based on the citizens’ trust in thelegitimacyof theirpoliticalinstitutions, ratherthaninthe market-centeredefficiency(Larsen,2008).

These gaps in NPM have generated a countermovement calledNewPublicGovernance(NPG)thatplacespolitical val-ues at the center of the debate, as opposed to the strictly instrumentalfocusofNPM.NPMputsmuchmoreemphasison citizen’sparticipationthanontheefficiencyofpublicpolicies’ implementation(Alford,2002;Stoker,2006).

Informationtechnologygovernanceanditseffectiveness

The implementationof the NewPublic Management rein-forcedtheinclusionofmeasuresthatcombinedtheachievement of the requested organizational performance andthe demand foraccountability(Barrett,2003).Thisneedbecomesstronger withtheNewPublicGovernance,sinceitconsiderscitizensas

co-producers,whoactivelyoperateintheprovisionofservices anddecisionmaking,bydemanding excellentservice render-ing (Bovaird, 2007; Fotaki,2011; Powell, Greener, Szmigin, Doheny,&Mills,2010;Simmons,Birchall,Doheny,&Powell, 2007).

These ideasareconsistent withthe concept ofpublic cor-porate governance, since this has, in its essence, the goal of balancing the competitiveness andproductivity of institu-tionswitharesponsibleandtransparentmanagement,whichis reflectedinthepublictechnologyareaespeciallythroughitsnew roleintheinstitutionalsetting.Currently,information technol-ogyisconsideredacriticalandstrategicassetfororganizations, whether public or private, and corporations are increasingly dependent on IT (Campbell et al., 2009; Gelinas, Sutton, & Fedorowicz,2004;Schlosseretal.,2015).

Therefore,thisnewconcept madeITinpublic administra-tion involvefactors that go far beyond technology – people, structures, processes and, above all, knowledge – andall of themmustbearticulatedsothatcomputingresources,infact, respond appropriatelytothe aspirationsofpublic administra-tionandsociety(Dunleavy,Margetts,Bastow,&Tinkle,2006,

Holden,2007;Juiz,Guerrero,&Lera,2014).

Thus,ITplaystheroleof afundamentalandtransforming elementofthepublicorganization,beingnolongerjustanobject ofmanagement,butofgovernance.Hence,publicITentersthe fieldofITgovernance,whichemerges–asafieldofstudyand practical discipline – as a subset of corporate governance. It specifies decisionrightsandthe frameworkof responsibilities inordertostimulatedesirablebehaviorsintheuseofIT,being the responsibilityof the organization’sboardof directorsand executivemanagement(Weill&Ross,2006).

In thespecificcaseof thepublic environment,governance must follow the environment’s objective, which is based on responsibilitiestotheHouseofRepresentativesandtotaxpayers, acquisitionanddistributionofpowerinsociety,andcitizensand stakeholders’demandsforadvertisingtheactsandtransparency ofpublicservice;inotherwords,thereareactivitiesthatdonot exist in the privatesector or that exceed its level of require-ment(Barrett,2003;Mello,2006).Itmustbeemphasizedthat suchstakeholdersareimportantbecausetheyhaveresourceson whichorganizationsdepend,whichgivethempoweroverthese institutions(Pfeffer&Salancik,1978).

Thediscussionontheeffectivenessoftechnological gover-nance arises from the need to evaluate the quality of results providedbyITgovernanceintheorganizations.

RegardingITgovernance,effectivenessischaracterizedby theachievementofgoalsrelatedtocost,growth,assetutilization andbusinessflexibility,aswellasmeetinglegalandregulatory requirements(Bowenetal.,2007).AccordingtoWeillandRoss (2006),theaccomplishmentoftheseobjectivesisexpressedby effectiveITgovernancethatmeetsthefollowingcriticalfactors: transparency,activeparticipation,frequentredesign, establish-mentofgovernanceatmultipleorganizationallevels,simplicity, existenceofaprocessfortreatingexceptionsandalignmentof incentiveandrewardsystems.

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regardingtheorganization’scriticalfactorsofsuccess(ISACA, 2011).TheeffectivenessofITgovernance,bothinpublicand privateenvironments,willbe achieveddepending onhowthe qualityoftheresultsderivedfromdecision-makingstructures, processesandrelationalmechanismsforthedirectionand con-trolof IT operations affects the accomplishment of IT goals (Sambamurthy&Zmud,1999;Torres,2004),andconsequently willbereflectedintheorganizationalobjectives.

Thiseffectivenesswillbereachedthroughtheperformance of asetof arrangementsandpractices associated with struc-ture, processes and relationships (Grembergen, De Haes, & Guldentops,2004),whichact inordertomeet theobjectives oftheorganizationregardinginformationtechnology,andhave thefollowingmeanings:

1) Structuralmechanisms–involvetheorganizationand place-ment of the IT area in the hierarchical structure of the institution,aswellasthecleardefinitionofrolesand respon-sibilitiesofthepositionsthatcomposethisstructure(DeHaes &VanGrembergen,2008);

2) Processual mechanisms – deal with strategic decision-making,ITstrategicplanningandframeworksfor monitor-ing, control andprocesses (De Haes &Van Grembergen, 2008);

3) Relationalmechanisms–complementITgovernance, incor-poratingITrelationswithotherareasoftheorganizationand theirusers.Thesemechanismsguaranteethefunctioningof thestructurecreatedforITandoftheestablishedprocesses (DeHaes&VanGrembergen,2008).

Indiscussingwhichandhowmanymechanismsarerelevant forITgovernanceeffectiveness,thisresearchconfirmsprevious studiesinthisarea,whichstatethatamongseveralmechanisms ofITgovernancelistedanddocumented,onlyalimitednumber aretrulysignificantandcanimpacttheeffectivenessofpublic technologygovernance.

De Haes and Van Grembergen (2008) and Lunardi et al. (2014)examinedsomeofthesesurveysandconcludedthatthere arefivepracticeswhicharemoreeffectivecomparedtoothers, forexample,ITsteeringcommitteesandportfoliomanagement, consideringthattheresearchwasdoneinprivateinstitutions.On theotherhand,throughsinglecasestudiesconductedinlarge organizations,Bowen,CheungandRohde(2007)andAliand Green(2012)exploredthefactorsthatinfluencethemechanisms of ITgovernance, showing that itsperformanceis associated withmechanismssuchassharedunderstandingoftheobjectives betweenbusinessandIT,theactiveinvolvementofIT commit-teesinmanagementanddecisions,strategiesandpoliciesshared andcommunicatedbetweenbusinessandIT.

Inarecentstudy,HeindricksonandSantos(2014)foundthat mediationoftheprocessofITinvestmentportfolioisnecessary, sothattheperceivedeffectsofperformanceimprovementonthe ITcommitteeandontheITsolutionmanagerupongovernance effectivenessmaybestatisticallysignificant.

Therefore,basedonthesestudies,themechanismsdescribed below,whichhaveanon-operationalnature,wereexaminedin thisresearch:

1) RelationalmechanismTopmanagementsupport–the com-mitmentoftopmanagementregardinginitiativesrelatedtoIT governanceenhancesITsuccessandhelpstointegrateitwith strategies, business processes, stakeholders’ expectations, andinstitutionalmechanismsthatensurethepermanenceof ITinvestmentsovertime(Armstrong&Sambamurthy,1999; Trites,2004;Weill&Ross,2004);

2) Structural mechanismPerformance of the IT commit-tee–literaturearguesthattheperformanceofthestructural mechanism“ITcommittee”inplanningandaligning respon-sibilitiestothe business isfundamentalfor thesupportof governance structures, planning and management of pro-cesses andinformationsystems; hence,it is an important governance mechanismused bycompaniesthat show bet-ter performance (Doll & Torkzadeh, 1987; Earl, 1989; Gupta&Raghunathan,1989;ISACA,2011;Ragunathan& Ragunathan,1989;Weill&Ross,2006).Thecommitteeis composed of ateamof executives fromdifferent areasof theorganizationwiththemainfunctionofconnecting busi-nessandITstrategies,aswellasmakingdecisionsregarding projects’ selection and prioritization (Castro & Carvalho, 2010; McKeen &Guimarães, 1985; Moraes &Laurindo, 2003;Nolan,1982).

Hence, by determining methods, formsof management andinvestmentprioritiesinITbusinesses,thismechanism has the missionof managing resources coming from the stakeholdersthat takepart inthe control andprovisionof institutionalresources(DeHaes&VanGrembergen,2009; Hardy,2003);

3) ProcessualmechanismPerformanceoftheITinvestments portfolio management – the objective of the processual mechanism of IT investmentsportfolio management is to improvetheuseofinstitutionalresourcesinordertoselect a set of projects and programs that can bring the high-est possible return to the organization (De Haes & Van Grembergen, 2008). This mechanism includes prioritiza-tion processes,investmentsandprojects inwhichbusiness and IT are involved, and its development and existence are linked to the mechanism of IT committee (De Haes &VanGrembergen,2009;Heindrickson&Santos,2014). Portfolio management andthe IT steering committee are interconnected,because the committeeoperatesespecially inthephasesofprioritization,authorizationandreviewof investmentstobemade(Archer&Ghasemzadeh,1999;De Haes &Van Grembergen, 2008; Heindrickson& Santos, 2014).

Therefore, in the joint performance of committee and portfolio management,stakeholdersexpresstheir direction and actions inside the organizations are legitimated.That happens because these mechanisms provide the form of allocation/control of ITresources anddealwiththe trade-offbetweenprofitability/costefficiencyandthesustainable, reliable and stable growth of IT (Frooman, 1999; Korac-Kakabadse&Kakabadse,2001);

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Top management support

H1

H2

H4 H5

H6 H3 = H2 + H4∗ H5

Performance of the IT committee

Performance of the IT investments

portfolio management

Effectiveness of IT governance in

public administration

Use of IT strategic planning

Fig.1.Conceptualmodelandhypotheses.

Source:BasedonDeHaesandVanGrembergen(2009)andHeindricksonandSantos(2014).

necessary for IT to successfully meet the organizational strategies(Lederer&Sethi,1988).

Basedonthesemechanisms,thefollowinghypotheseswere raised:

H1. Topmanagementsupporthasadirectandpositive influ-enceontheeffectivenessofITgovernance.

H2. The performanceof the IT committee hasadirect and positiveinfluenceontheeffectivenessofITgovernance.

H3. Thetotaleffect(directandindirecteffects)ofthe perfor-manceoftheITcommitteehasadirectandpositiveinfluence ontheeffectivenessofITgovernance.

H4. TheperformanceoftheITcommitteehasadirectand posi-tiveinfluenceontheperformanceoftheITinvestmentsportfolio management.

H5. TheperformanceoftheITinvestmentsportfolio manage-menthasadirectandpositiveinfluenceontheeffectivenessof ITgovernance.

H6. TheuseofITstrategicplanninghasadirectandpositive influenceontheeffectivenessofITgovernance.

Conceptualmodel

Based on the studies previously mentioned we present in

Fig.1themodelthatsummarizestheaddressedtopic,withits variables, relations andhypotheses that weretested.It points outthatthemechanismsPerformanceoftheITCommitteeand PerformanceoftheITInvestmentsPortfolioManagementwere extractedfromthemodeladoptedbyHeindricksonandSantos (2014),andthemechanismstopmanagementsupportanduse ofITstrategicplanningweretakenfromanexploratorystudy conductedbyDeHaesandVanGrembergen(2009).

Method

Thisresearchusedquantitativedatacollectionand quantita-tiveanalysistechniques;themethodologicalprocesswasdivided intwophases.

First, aquantitativefieldresearch(survey) wascarried out throughtheapplicationofaquestionnaire(AppendixA)tothe universeofBrazilianfederalpublicadministration.Thismade thestudyevenmorecomplexduetothedifficultyofaccessing ITgovernanceexecutives,whichwedefinedasthesubjectsof thesurvey.

In the second phase, the statistical technique of structural equationswasappliedtothecollecteddata,toanalyzethe par-ticipants’responses.

Thechoiceoftheresearchuniversecameprimarilyfromthe ideathat,usingtheNewPublicManagementandNewPublic Governanceasabasis,thegovernmentshouldundergoareform that has the announced mission of enhancing the efficiency of public services, improving the management of available resourcesandincreasingitstransparency,whichinfluencedthe MasterPlanforReformoftheStateApparatus(Diniz,Barbosa, Junqueira,&Prado,2009).

ThisinfluencebasedonefficiencyledthePlantodetermine, in four distinct groups (Strategic Core, Exclusive Activities, Non-ExclusiveServicesandProductionofGoodsandServices fortheMarket),theactivitiesthatshouldbecarriedoutbythe Stateand,foreachgroup,themostadequateformof manage-menttobeimplemented.

Inourstudy,wefocusedonthegroupsthatinvolveactivities carriedoutexclusivelybytheState,involvingorganizationsthat belongtotheStrategicCoreandExclusiveActivitiesgroups.

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thePresidentoftheRepublicandtheministriesresponsiblefor theplanningandformulationofpublicpolicies(Brasil,1995).

ExclusiveActivitiescomprisethesectorswhereservicesare providedonlybytheState.Theseareservicesinwhichthe extro-vertpoweroftheStateisexercised,asthepowertoregulate,to inspect,andtopromote,andareexemplifiedbythecollection andcontroloftaxes,thepolice,andbasicsocialsecurity(Brasil, 1995).

Withinthisuniversethesamplewasdelimitedtomanagers of the information technology area and to experienced pro-fessionalsin the areaof ITgovernance, in different typesof organizationsthatcomposetheBrazilianfederalpublicscene.

Theseindividualsansweredaquestionnairethatwassentwith anelectronicletterofpresentation.Thequestionnaire(Appendix A) wasdevelopedusing theGoogleDocstool, andthe ques-tions were elaborated based on the objectives, activities and results of the governance mechanisms studied,as wellas on the attributes of IT governance effectiveness, based on aca-demicstudiesandbestpracticesofITgovernance(Ali&Green, 2007;Archer&Ghasemzadeh,1999;Castro&Carvalho,2010; Heindrickson&Santos,2014; ISACA,2011; IT Governance Institute,2007;Karimi,Bhattacherjee,Gupta,&Somers,2000;

Moraes&Laurindo,2003;Vaswani,2003;Weill&Ross,2006;

Weill,Woerner,&McDonald,2009).

Thequeries asked for responseson aLikert scale (donot know/donotrespond,totallydisagree,disagree,neither agree nordisagree,agree,totallyagree),andwereanalyzedthrough thestructuralequationstechnique.

Structuralequationmodelingisasetoftechniquesand proce-duresthatareanextensionofothermultivariatetechniques,and evaluatethe dependency relations betweenoneor more vari-ables,representing thosethat cannotbe measureddirectlyby usingothervariablescalledlatentconstructs.

Theassociationsofthesevariablescanbeestimatedthrough covariance and are discriminated in the linear model, which canbe separatedintotwo: measurementmodel,whichmakes theconnectionbetweenthemeasurementinstrument(observed variables)andthetheoretical construct(latent variables);and structuralmodel,whichdefinesthecasualor association rela-tionshipsbetweenvariablesandunobservedconstructs(latent variables), specifying whether a latent variable causes direct orindirectchangesinotherlatentvariables. Fig.2 showsthe structural/measurementmodelaccordingtothegraphical repre-sentationofstructuralequationmodelling.

Followingthismodel,wedidtheprogrammingbyusingthe RStatisticsfreesoftware,withthesupportofLavaanpackage (latentvariableanalysis),tomakethemodel diagnosisandto completethehypothesistestproposedinthisresearch.

Results

Fordatacollection,wesentinvitationsbye-mail.Atotalof 137civilservantsfrom58federalpublicorganizations,whoare managersoftheITarea,participatedinthestudy.Theyare expe-riencedprofessionalsintheir workingareasor understandthe subject.Table1showsthedistributionofrespondentsaccording toimportantfeaturesofthesample.

Table1

Characteristicsofthesample.

Characteristicsofthesample(n=137)

Characteristic Quantity Percentage(%)

Typeofpublicorganization DirectPublic

Administrationof theExecutiveBranch

59 43.1

Autarchicand FoundationalPublic Administrationof theExecutiveBranch

37 27.0

JudicialPower, ProsecutingCounsel, PublicDefense

22 16.1

LegislativePowerand TheFederalCourtof Accounts

19 13.9

Workingtimeintheinstitution

1–3years 39 28.5

4–9years 58 42.3

10–15years 10 7.3

16–20years 9 6.6

20–25years 9 6.6

26–30years 6 4.4

Over30years 6 4.4

Gender

Male 116 84.7

Female 21 15.3

Agegroup

18–29yearsold 17 12.4

30–39yearsold 50 36.5

40–49yearsold 42 30.7

50–59yearsold 20 14.6

Over60yearsold 0 0.0

Educationdegree

Bachelor 24 17.5

Specialist 75 54.7

Master 33 24.1

Doctorate 5 3.6

Thesamplesizerulewasrespected,giventhatitshouldhave the minimum value of ten casesper item(manifest variable) ofthequestionnaire(Nunnally,1967;Everitt,1975);therefore, forthisresearchtheminimumnumberofparticipantsshouldbe 120.

Theresearchensuredtheconfidentialityoftherespondents, focusingontheirperceptionabouttheconnectionbetweenthe mechanismsofITgovernanceandtheeffectivenessofthe gov-ernanceintheirorganizations.

With thesedatainhand,inadditiontotheconceptualand structuralmodels,weconducted theanalysisthroughthe pro-gramming built in the R statistics free software. The initial analysiswasdividedintwostages:studyofthemodel’s identi-fiabilityandoftheindicesthatrevealitsglobalfit.

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Question 08

Question 09

Question 18

Question 19 Top management

support

Performance of the IT committee

Effectiveness of IT governance in

public administration

Performance of the IT investments

portfolio management

Use of IT strategic planning Question

10

Question 14

Question 15

Question 16

Question 17

Question 11

Question 12

Question 13

Fig.2.Structural/measurementmodelandhypotheses.

Source:BasedonDeHaesandVanGrembergen(2009)andHeindricksonandSantos(2014).

Regardingtheformsofdiagnosingthemodel’sglobalfit,the followingstatisticaltestswereapplied,andresultsareshownin

Table2.

Byanalyzingthevarioustests,weobservedthatonlythe chi-squaretestofadjustmentisagainstthetheoreticalformulation,

Table2

Resultsofthediagnostictestsforthemodel’sfit.

Statisticaltest Result Significance

Chi-squaretest Minimumfunctiontest

statisticvalue

69.293 Rejectedhypothesis

Chi-squaredp-value 0.0158a Rejectedhypothesis

Comparativefitindex(CFI) 0.975 Verygoodfit Tucker–Lewisindex(TLI) 0.964 Verygoodfit

Rootmeansquareerrorofapproximation(RMSEA)

RMSEA 0.061 Acceptedhypothesis

p-value 0.259a Acceptedhypothesis

aObs:p-value0.05.

sincemostoftheothertestshaveconfirmedthemodel’sadequate fit.

Anotheritemthatstrengthenedthesuitablefitofthemodel andshoweditsacceptableexplanationratewasthe determina-tion coefficient(R2).Themodel’s R2 hadthe valueof 0.795, thatis,79.5%ofallvariabilityofITgovernanceeffectiveness is explained by the relationships presented in the theoretical formulation.

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Top management support

H1 (Estimated value = 0.304 ; p-value = 0.166)

H2 (Estimated value = –0.0306 ; p-value = 0.980)

H3

(Estimated value = 0.101; p-value = 0.000)

Performance of the IT investments

portfolio management

Use of IT strategic planning

H4 (Estimated value = 0.256;

p-value = 0.001)

H5

(Estimated value = 0.393 ; p-value = 0.016)

H6 (Estimated value = 0.222 ; p-value = 0.150)

Performance of the IT committee

Effectiveness of IT governance

in public administration

Fig.3.Structuralmodelwithestimatedvaluesandsignificanceofhypotheses.

Table3

Resultsoftherelationshipbetweenthemodelvariables.

Variables(n=137) EITG TMS UITSP PITC PITIPM

EITG

Correlationcoefficient 1.000 0.304 0.222 −0.031 0.393 p-value – 0.166a 0.150a 0.980a 0.016

PITIPM

Correlationcoefficient – – – 0.256 1.000

p-value – – – 0.01a –

a Thep-valuehassignificancelevelof5%.

The Performance of IT Committee (PITC) on the Perfor-manceof IT Investments Portfolio Management (PITIPM)is significant,withap-valueof0.001;andalsosignificantisthe influenceofPerformanceofITInvestmentsPortfolio Manage-ment (PITIPM) on Effectiveness of IT Governance (EITG), sinceitsp-valueis0.016.

Thus,wecanconcludethattheobservedrelationshipbetween theindependentvariablePerformanceofITCommittee(PITC) and the dependent variable Effectiveness of IT Governance (EITG)ismoreeffectivewhenthislinkageoccursthroughthe mediatorvariablePerformanceofITInvestmentsPortfolio Man-agement (PITIPM) than when there is a direct influence of thecommittee (PITC)onthe EffectivenessofIT Governance (EITG).

Our understanding is strengthened when we observe the negative regression coefficient of the relationship between

PerformanceofITCommittee(PITC)andEffectivenessofIT Governance(EITG)(estimatedvalue=−0.0301),inopposition to the positive coefficient derived from the multiplication of the regression coefficients of the influence of the committee (PITC) on the investments portfolio management (PITIPM), andtheinfluenceofPITIPMonEITG(estimatedvalueoftotal effects=0.256×0.393=0.101).

Continuingtheanalysis,againitispossibletonoticethe non-significant role of IT Committee (PITC) on Effectivenessof IT Governance (EITG)when examiningthe variances of the systemcomponents,sincethismechanismhasanon-significant variance(p-value=0.084).

Therefore,basedontheobservedstatisticalevidence,Fig.3

presentsthestructuralmodelwiththeestimatesandsignificance ofeachhypothesis–wheretherejectedhypothesesarewritten inred.

Discussionandfinalconsiderations

Thisstudysoughttoidentifyandunderstandtheachievement ofgoalsdefinedbythestrategiesoftheorganizationforIT gov-ernance,throughtherelationshipsbetweenthemechanismsof ITgovernanceanditseffectiveness.

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PublicManagementandNewPublicGovernancemodels,and showsacombinationof featuresderivedfrompatrimonialism andtheWeberianbureaucraticmodel.NewPublicManagement andNewPublicGovernanceidealizetopmanagementbasedon technicaland meritocraticcompetences, inducing moderniza-tionthroughtheuseofinformationtechnologies,andsupporting governmentprograms that usetechnology topromote perfor-mance,efficiency,effectiveness,transparencyandqualityinthe relationships with citizens and other stakeholders (Agune & Carlos,2005;Bresser-Pereira,2007;Grant&Chau,2005;Tan andPan,2003).AndthisdoesnotfullyhappenintheBrazilian federalpublicsector.

AboutthePerformanceoftheITCommittee,weemphasize thatit isastructuralmechanism;thereforeit isinvolvedwith theorganizational compositionforthe functioningofIT gov-ernance,whichimpliesthe needfor arrangements.Andthese arrangementsarebuiltdifferentlyinpublicandprivate organi-zations.

Inthe privatesector,thereisacleardefinition ofthe roles andresponsibilitiesofthecommittees,astheyarecreatedwith themainobjectiveofmonitoringanddirectingthecompany’s informationtechnology. Havingdefinedtheir goal,the execu-tives consequently execute their functions within boundaries established inside the group, in order to give return (profit) totheinstitution. Thiswayof operatingexplainsthe positive influence of the performance of the IT committee observed inprevious studiesinthe private environment(Ali &Green, 2007,2012;Karimietal.,2000;Lunardietal.,2014;Vaswani, 2003).

Inthepublicsectorthisisnotclear,becausetherearemany levels of responsibility (and interests) insideand outside the organizations,atlocal,stateandfederallevels,whichincrease tensionsandconflictsindoingbusiness(Bermejoetal.,2014; Campbelletal.,2009;Edwards&Clough,2005).Therefore,the hypothesisthattheperformanceoftheITcommitteehasadirect andpositiveinfluenceontheeffectivenessofITgovernancewas rejected.

Given thissituation, the researchfound that onlythrough mediation of the IT Investments Portfolio Management the perceivedeffectsofimprovedperformanceoftheITcommittee oneffectivenessbecomestatisticallysignificant(H3,H4andH5

hypotheses).

Thisinteractionofmediationandthesignificantrelationship between IT committee and portfolio management is impor-tantandaffectsthemodelasawhole,probablybecausewhen dealingwiththeperformancemechanisminITInvestments Port-folio Management we use a criterioncommon to the budget area.

Budgetissuesmayhaveasignificantimpactontheprocess offormulatingITgovernancepoliciesinthepublicsector.After all,thebudgetprocessisthearenawheretheallocationofscarce resourcesofthesocietyisdeterminedand,assuch,itisakey elementofthepolicy-makingprocess.Evenifthepolicieshave alreadybeenapprovedinotherlevels,theymustgothroughthe budgetareatoensurethatthenecessaryresourcesareavailable for implementing them effectively (Banco Interamericano de Desenvolvimento[BID],2007).

Hence, we observe the importance of the performance of IT investments portfolio management, since it aims to prior-itize projects and investments, deciding how to split scarce resourcesamongthem,takingintoaccountresourcelimitations andbusinessneeds,byaligningthemwithorganizational strate-gic objectivesandconsideringthe highdegreeof uncertainty associatedwiththeuseoftechnologies(Hall&Liedtka,2005;

Xue,Liang,&Boulton,2008).

Therefore, the IT committee alone does not impact effec-tiveness, and only achieves this goal when it receives the responsibility of aligning ITactions andinvestments, justify-ingtechnology investmentsinfaceof arigidbudget structure (Kumar,Ajjan,&Niu,2008).

Inaddition,theFederalCourtofAuditors,institutionofthe Braziliangovernmentresponsibleforexternalcontrol, recom-mends thatpublic organizations establishan ITcommitteeto provide the allocation of public resources according to their needsandpriorities(Brasil,2008).

RegardingtheuseofITstrategicplanning,thereisa differ-ence between discourse andpractice. In the speech, strategic planning issaid to be the main methodfor defining actions; however,inpracticeithappensthroughinstitutionalprocesses ofisomorphism,bestpractices,andbenchmarking.These pro-cesses proliferate in the environment of public institutions, which aresystematized andinterconnected inadiscretionary way that encourages the adoption of models and practices for reasons that go far beyond efficiency (Bermejo, Tonelli, Zambalde,Brito,&Todesco,2012;Zattoni&Cuomo,2008).

Limitationsandsuggestionsforfutureresearch

Thisstudyhasrestrictionsregardingthesizeofthesample, whichis small duetothe numberof Brazilianfederal public organizationsthatbelongtothe‘strategiccore’and‘exclusive activities’groups.However,we shouldhighlightas apositive aspecttheuseoftherespondents’opinionstoevaluatethe impor-tanceofthequestionnaireitemsandtheirmeasure.

Concerningsuggestionsforfutureresearch,wepropose stud-iesthatuseLikerttypescalesandrankingcategoriesdirectedto expertsonthesubject;inotherwords,scalesthatdonotaccept absence of answers,sincerespondentswould havethe ability andtechnicalexpertisetoexpressrelevantopinions.

There isalsoaneed for studiesonthe effectivenessof IT governanceanditsmechanismsingovernmentinstitutionsthat offernon-exclusiveservicesandproducegoodsandservicesfor themarket,aswellasexpandingtheresearchtostateandlocal levels.

Finally,wesuggestasfutureresearchthereplicationofthis studywiththepurposeofvalidatingitsresultsandovercoming thelimitationspreviouslymentioned.

Conflictsofinterest

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Imagem

Fig. 1. Conceptual model and hypotheses.
Fig. 2. Structural/measurement model and hypotheses.
Fig. 3. Structural model with estimated values and significance of hypotheses.

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