THESIS
BEHAVIORUSINGONLINEADVERTISEMENT:USINGTAM
(TECHNOLOGYACCEPTANCEMODEL)
BY:
MRIDOMULIAPUTRA
0810524105
ProposedasapartialrequirementtoobtainBachelorDegree
INTERNATIONALMANAGEMENTDEPARTMENT
ECONOMICSFACULTY
ANDALASUNIVERSITY
PADANG
This thesis has already examined and passed on April 30, 2012. This abstract has already approved
Alumnus has already registered at Faculty/University and gets Alumnus’ Number:
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Staff of Faculty/University Alumni’ Number At Faculty Name Signature Alumni’ Number At University Name Signature
Alumni’NumberatUniversity: M.RidoMuliaPutra Alumni’NumberatFaculty:
a) Place/Date of Birth: Painan/ October f) Graduation Date: April 30, 2012
BEHAVIORUSINGONLINEADVERTISEMENT:USINGTAM(TECHNOLOGY
ACCEPTANCEMODEL)
BachelorThesisby:M.RidoMuliaPutra Supervisor:Dr.VeraPujani,SE,M.Tech
Abstract
The current research proposes the testing of TAM (Technology Acceptance Model) on online advertisement of Andalas
Universitystudentwithtotalof220respondentsparticipatedinthisresearchbyusingconveniencesamplingtechniqueand
total question are 26 items. The findings indicate that perceived ease of use, perceived usefulness and attitudes toward
onlineadvertisementwerepositivelyrelatedtobehaviorintention.
Keywords:tam,attitude,behavioralintention,onlineadvertisement
Signature 1 2 3
PREFACE
InthenameofAllahSWTTheMostMerciful,theMostGracious….
Alhamdulillah,allpraisestoAllahSWRforgivingmechances, guidelines,
knowledge,abilitiesandeagernesstofinishthisthesiswiththetitle“BehaviorUsing
OnlineAdvertisement:UsingTAM(TechnologyAcceptanceModel)”.
This thesis was conducted in order to fulfill one of requirement for an
UndergraduateDegreeinManagementDepartment –EconomicFacultyofAndalas
UniversityforgettingaBachelordegree.Thisthesishasbeenpreparedaswellasthe
capabilityofresearcher.
Researcher realizes that this thesis cannot be finished without supports and
helpsfromsuchpartieswhocannotbementionedall.Onthisoccurrence,Iwouldlike
toexpressmygratitudetothosewhohavesupports,facilitatingandencouragingmein
life,especiallyinacademics.
Researcher understands that this thesis still needs improvement due to few
limitations.I,thereforewouldgladlywelcomesuggestionsandcriticstoimproveits
quality. Researcher hopes that this thesis will make valuable contribution to
academicians,studentsandreadersingeneral.Amin.
Padang,May2012
Researcher
ACKNOWLEDGEMENT
InthenameofAllah,themostgracious,themostmerciful.Alhamdulillah,praiseisto
AllahSWTwhohasgiventhewriterstrengthandchancetofinishthisthesiswithtitle
“Behavior Using Online Advertisement: Using TAM (Technology Acceptance
Model)”.
Writer realizes that this thesis is still far from perfection. So, writer is expecting
guidanceandsuggestiontomakethisthesisbetter.Writeralsorealizesthatsuccessful
cannotbeseparatedfromthefavorsandassistancesofexceptionalpeopletowhomI
amverygrateful.Onthisoccurrence,Iwouldliketoexpressmygratitudetothosewho
havesupportandencouragemeonmylife,especiallyinacademiclife.
1. Myendlessloveisdedicatedtomybelovedfamily.Alotofthanksmustbe
deliveredtomybelovedfather,Idealsyah,theonewhoalwaysdemandingmy
thesis,supportingmeallthetime,mymotherUmmulChair,dearestpersonin
theworld,mybrotherSonnyYossPartyandmysisterMayaSari.Ialsowould
liketothanktobangIjunandkakVanny,and….mythreelittleheroes,Andra,
Aksel,andLuthfi.
2. Prof.Dr.H.SyafruddinKarimi,SE,MA,astheDeanofEconomicFaculty.
3. Dr.HarifAmaliRivai,SE,M.SiastheHeadofManagementDepartmentand
mythesisexaminers.
4. Iamverythankfultomysupervisorandacademicadvisor,Dr.VeraPujani,SE,
M.Tech. who guided and lead me to complete my thesis. You’re very
cooperative conveying your clear and sensible ideas for the sake and the
goodnessofmythesis.
5. DianRaniYolanda,SE,M.Bussasmythesisexaminers.Thankyouforyour
6. AlllecturersofInternationalProgram.Thankyouverymuchforteachingand
educatingme.MayAllahblessyouall.
7. Forallmybestf*censored*friends,Rendi,Yudi,Ericha,Nita,Ieie,andFeni
whoalwaysthere,don’tstoplovingmeokay!
8. AllInternationalManagement’08members.Thanksforthetogethernessand
thefavorsalongourwayincampus,toallmyfans<3thanksforyourpatience
infacingme,hehe
9. For those who included in Faculty of Economics big-family, management
bureaustaffs,dean’sofficestaffs,InternationalProgramstudents,andmany
unmentionednames.Thankyouverymuch.
10. Rimon,myroommate,finishyourthesisASAP!Tiara,Bowo,Yonacs.Kak
Ayu:pthank youverymuchforsupporting,motivation,andhelpingmeat
everything,MembersofKKNManggopoh2011,ourprecioustwomonthswith
pakPongandnekgadih,sounforgettable.
Lastbutnotleast,manygreatthankstootherpartiesthatcan’tbementioned
above,allofyourhelpsareverymeaningfultome.
Padang,May2012
Writer,
TABLE
OF
CONTENTS
TableofContents... i
ListofTables... v
ListofFigures... vii
CHAPTERI INTRODUCTION ... 1
1.1.BackgroundoftheResearch... 1
1.2.ProblemStatement... 4
1.3.PurposeoftheResearch... 5
1.4.ScopeoftheResearch... 5
1.5.ContributionoftheResearch... 5
1.6.StructureoftheResearch... 6
CHAPTERII LITERATUREREVIEW ... 7
2.1.OnlineAdvertisement... 7
2.1.1.Advertisement... 7
2.1.2.AdvertisingMedia... 8
2.2.TheoryofReasonedAction(TRA)... 11
2.3.TechnologyAcceptanceModel(TAM)... 14
2.3.1.PerceivedUsefulness... 16
2.3.2PerceivedEaseofUse... 16
2.4.Attitude... 17
2.4.1ComponentofAttitude... 18
2.4.2FunctionofAttitude... 18
2.4.3ChangingAttitudes... 19
2.4.4BarriertoChangeAttitudes... 19
2.5Behavior... 21
2.6PreviousStudy... 24
2.7ResearchModel... 29
CHAPTERIII RESEARCHMETHODOLOGY... 30
3.1.ResearchDesign... 30
3.2.PopulationandSample ... 30
3.3.Data... 31
3.4.DataCollectingMethod... 31
3.5.MeasurementVariables... 32
3.6.OperationalDefinition... 33
3.7.DataAnalysis... 34
CHAPTERIV ANALYSISANDRESULTS ... 39
4.1SurveyResults... 39
4.2QuestionnaireResponse... 39
4.3DescriptiveAnalysis... 40
4.4DescriptionofResearchSample... 40
4.4.1.BasedonGender... 40
4.4.2.BasedonAge... 41
4.4.3.BasedonDegree... 41
4.4.4.BasedonFaculties... 42
4.4.5.BasedonProgramStudies... 42
4.4.6.BasedonOnlineLocation... 44
4.4.7.BasedonOnlineDuration... 44
4.4.8.BasedonActivitiesduringUsingInternet... 45
4.5DescriptiveofItemsRespondforEachVariable... 46
4.6MeasurementofDataEntry... 49
4.6.1.TestingofValidity... 49
4.6.2.TestingofReliability... 52
4.6.3 TestingofNormality... 54
4.7MeasurementofFitModel... 56
4.7.1.StructuralEquationModeling(SEM) ... 56
4.8HypothesisTesting... 61
4.9DiscussionofResearchFinding... 66
4.9.1.Perceivingeaseofuseonlineadvertisementhasasignificanteffect ontheperceivedusefulnessofonlineadvertisement... 66
4.9.2.Perceiveeaseofusehasasignificanteffectonattitudetowardusing onlineadvertisement... 68
4.9.3.Perceivedusefulnesshasasignificanteffectonattitudetowardusing onlineadvertisement... 69
4.9.4.Perceivedusefulnesshasasignificanteffectonintentiontouse onlineadvertisement... 71
5.6.5.Attitudetowardusingonlineadvertisementhasasignificanteffecton
intentiontouseonlineadvertisement... 73
CHAPTERVCONCLUSIONS,LIMITATIONS,RECOMMENDATION,AND IMPLICATIONS ... 75
5.1.ConclusionoftheResearch... 75
5.2.Implication,Limitation,andRecommendation... 77
5.2.1.LimitationandRecommendationoftheResearch... 77
5.2.2ImplicationoftheResearch... 77
REFERENCES... 79
APPENDICES ... 85
Appendix1QuestionnaireResearch... 85
Appendix2QuestionnaireTranslate... 88
Appendix3FrequencyofRespondentCharacteristics... 91
Appendix4Validity,Reliability,andNormalityTesting... 99
Appendix5StructuralEquationModel... 108
LIST
OF
TABLES
Table3.1PopulationofAndalasUniversityStudents... 32
Table3.2Likert’sScale... 33
Table3.3OperationDefinition... 34
Table3.4EvaluationofSEMwithGoodnessofFitMeasure... 38
Table4.1SurveyResult... 39
Table4.2RespondentBasedonGender... 41
Table4.3RespondentBasedonAge... 41
Table4.4RespondentBasedonDegree... 42
Table4.5RespondentBasedonFaculties... 43
Table4.6RespondentBasedonProgramStudies... 43
Table4.7RespondentBasedonOnlineLocation... 44
Table4.8RespondentBasedonOnlineDuration... 45
Table4.9RespondentBasedonActivitiesduringusingInternet... 45
Table4.10BehavioralIntention... 46
Table4.11EaseofUse... 47
Table4.12Attitude... 48
Table4.13PerceivedofUsefulness... 49
Table4.14ValidityTestingBehavioralIntention... 50
Table4.15ValidityTestingofEaseofUse... 50
Table4.16ValidityTestingofAttitude... 51
Table4.17ValidityTestingofPerceivedofUsefulness... 52
Table4.18ReliabilityTesting... 53
Table4.19NormalityTesting... 55
Table4.20NormalityTestingAfterTransform... 56
Table4.21EvaluationofSEMwithGoodnessoffitMeasure... 59
Table4.22RegressionWeight... 61
Table4.23RegressionWeightH1... 63
Table4.24RegressionWeightH2... 63
Table4.25RegressionWeightH3... 64
Table4.26RegressionWeightH4... 64
Table4.27RegressionWeightH5... 65
Table4.28SummaryofHypothesesTesting... 65
LIST
OF
FIGURES
Figure1.1StructureoftheResearch... 6
Figure2.1TheoryofReasonedAction... 12
Figure2.2TheoryAcceptanceModel... 15
Figure2.3IndividualBehaviorFramework... 21
Figure2.4ResearchModel... 29
Figure4.1PathDiagramfortheInitialTheoreticalModel... 62
CHAPTERI
INTRODUCTION
1.1BackgroundofResearch
Technologygrowthrapidlyoverthetime.Internetisoneofthemostuseful
inventionintheworld.Internetisaninterconnectednetworkofavastnumberof
networksandcomputerstogether(LaudonandTraver,2004).Theoriginalaimof
internetistocreateanetworkthatwouldallowusersofaresearchcomputeratone
universitytoableto“talkto”researchcomputersatotheruniversities. Today,the
internetisapublic,cooperative,andself-sustaining,theinternetusesaportionofthe
totalresourcesofthecurrentlyexistingpublictelecommunicationnetworks.Anyone
can use or operate the Internet. They can use internet for many purpose, like
entertainment,business,education,andothers.Byusinginternet,wehaveaccessto
millionsofpagesinformation.
The revolutionary nature of the internet has dramatically impacted the
computerandcommunications’worldlikenothingbefore.Almostinstantaneously,
theInternetwithitsworldwidetransmissioncapabilityhasbecomeamechanismfor
informationdissemination,andamediumforcollaborationandinteractionbetween
individualsandtheircomputerswithoutregardforspace,timeandlocation(Leiner,
2003).TheInternetrevolutionhaschangedthewayindividualswork,shop,search
and collect information, and how they entertain and educate themselves. The
technology has allowed for greater user capabilities, such as two-way
communication, control of navigation and creation of content, while the
pervasiveness of this medium has created new challenges and opportunities for
businesses’ competing in today’s dynamic environment, such as understanding
consumerneedsandexpectationsinonlinecommunicationandinteraction.
Advertisementdefinitionis“anypaidformofnonpersonalpresentationand
promotionofideas,goodsorservicesbyanidentifiedsponsor”(Kotler2003,p.590).
Therearesomanyadvertisementsthatcanbefoundininternet.OnlineAdvertising
canbedefinedasinternetadvertisingwhosegoalitistodrivecustomerstoyour
websiteorlocations,ortomakeacallregardingyoursproductsorservices.
Whiletraditionaladvertisingisusedbymanycompaniestodrivecustomersto
theirwebsites,manybusinessesaretryingonlineads(suchasbanners,pay-per-click
ads, pay-per-call ads and pop-ups) in e-newsletters, on compatible websites, on
search enginesand inonlineversionsofnewspapersand magazinesas awayof
reachingpeoplewhousetheinternetforshoppingorgatheringinformation.
Onlineadvertisingisnolonger“new”tobusinesses.Wecanfindthemin
socialnetworksitelikeFacebookandMySpace.Notonlyhasthat,businessesalso
madespecialaccountinTwittertopromotetheirproductsandservices.Infacebook
wecanfindsomanyadvertisements,likeclothes,gadget,toys,sportequipments,and
otherstuff.Theyputtheadvertisementontherightsideofpages.Ifyouclickthe
advertisement,thenyouwilldirecttotheadvertisementpage.
The growing availability and usage of Internet, particularly broadband
Internet, has created a large audience for Internet advertising. More people are
spendingmoretimeonline.TheInternethasreachedwellbeyondthecriticalmassto
beconsideredamediumeconomicallyviableforadvertisers.
Developmentofnewonlineadvertisingformatscontinuesastheimproved
infrastructureofthemediumhasofferedpublishersandadvertisersmorepossibilities
toadoptmorerichandcompellingelementsincreatingadvertisingmessages.From
the original banner advertisements to large rectangles, skyscrapers, pop-ups,
interstitials,flashanimations,streamingvideos,andsearch-enginesponsoredlinks,
advertisers,advertisingagencies,andInternetpublishersaretryingagreatvarietyof
differentformatstograbInternetusers’attention. Aquestionnaturallyfollows:Are
theyeffective?
TAMisonemodelusedtopredictinformationsystemusage.DavisD.Fred
(1989) developed the Technology Acceptance Model that does so by using the
independent variables of Perceived Usefulness and Perceived Ease-of-Use. TAM
detailshowuserscometoacceptanduseatechnology(DavisD.Fred1989).The
model suggests that when users receive a new software package, two factors
influencetheirdecisionabouthowandwhentheywilluseit.TheyarePerceived
Usefulness(PU)andPerceivedEase-of-Use(EOU;DavisD.Fred1989).Thismodel
is one of the most widely employed in the IT literature in terms of predicting
behavioralintenttousetechnologies.Sointhisresearch,researcherusesthismodel
toseebehavioralofuserstowardonlineadvertisement.
TAM’sfourmajorvariablesare:PerceivedUsefulness(PUasusedwithinthis
research), Perceived Ease-of-Use (PEOU as used within this research), Attitude
towardUsing(A),andBehavioralIntention(BI).PerceivedUsefulnessisusedas
bothadependentandindependentvariablesinceitispredictedbyPerceived
Ease-of-Use,andisusedtopredictAttitudetowardUsing.Behavioralintentionisusually
measuredusingfrequencyofuse,amountoftimeusing,actualnumberofusages,and
diversityofusage(Leeetal.,2003).TheLeeetal.(2003)studyfoundthatPerceived
UsefulnessisastrongerdeterminantofAttitudetowardUsingthanPerceived
Ease-of-Use, noting that users willingly use the system that has a critically useful
functionality(Davis,1989).
Basedonillustrationabove,researcherintentstoconductingaresearchabout
user’sbehaviortowardusingonlineadvertisement,titleofthisresearchis
“BehaviorusingOnlineAdvertisement:UsingTAM(Technology
AcceptanceModel)”
1.2ProblemStatement
Theresearchpurposeistoanswerthisquestion:
“HowdoesTechonologyAcceptanceModel(TAM)explainbehavioralintentions
oftowardonlineadvertisementonAndalasUniversitystudent?”
1.3PurposeoftheResearch
This research purposed to identifytheimpact ofOnlineAdvertisement to
behavioroftheviewer.Analysisconductedthroughanalyzingtheinformationfrom
many sources, and then this research able to describe the relationship of Online
Advertisementwithbehaviorofadvertisementviewers.
1.4 ScopeoftheResearch
Thisresearchhasalimitedscopeofanalysesintermsofnumbersofvariables
andobjectoftheresearch.Theresearcherlimitstheresearchcontextbyfocusingin
studentsofAndalasUniversity.
1.5 ContributionoftheResearch
Thisresearchstrengthenthetheoriesrelatetoindividualbehaviorandonline
advertisement.Itisalsoexpectedtoprovetheperceptiontowardonlineads,andthis
researchprovidesthedataandinformationforthenextresearchinsimilarareainthe
future.Thisresearchcanbeusedbythecompanyoranypartiesasreferencesto
createaneffectiveadsintheinternet.