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AdvertisingResearch:Instructor’sManual
Copyright?2012PearsonEducation,Inc.publishingasPrenticeHall
PAGE
PAGE
AdvertisingResearch:Instructor’sManual
Copyright?2012PearsonEducation,Inc.publishingasPrenticeHall
13.QuestionnaireDesign
ChapterGoals
Afterreadingthischapter,studentsshouldbeableto:
? determinethetypeofquestionnairetouseindifferentresearchsituations
? describeandpreparethepartsofaquestionnaire
? prepareandlayoutthequestionnaire
? explainhowpretestingcandramaticallyimprovethequalityofthequestionnaireandtheinformationthatitcollects
NotestotheInstructor
TheChapterLectureprovidesaguidetokeytopicsandcontent.ThePowerPointslidesarenamed:davis_adresearch_ch13.ppt.
Therearetwoonlinesupplementalreadingsthatcanbeusedtoreinforceconceptsrelatedtoquestionnairedesign.
VERBCampaignEvaluation
Chapter1introducedtheCentersforDiseaseControl’sVERBcampaign,whichhadthebroadgoalofincreasingphysicalactivityofyouthaged9to13(“tweens”).Aswithmostmajoradvertisingcampaigns,periodicevaluationswereconductedtodeterminecampaigneffects.Thischapter’ssupplementalreadingsprovidethequestionnairesusedtocollecttheevaluativedata.Sincethereweretwotargetsforthecampaign,twoquestionnaireswerenecessary:oneforparentsandoneforchildren.
ParentsQuestionnaire
ChapterOnediscussedhowquestionnairecontentisselectedtorespondtodecision-makers’informationneeds.Inthecaseofcampaignevaluationresearch,thequestionnairemusthelpdecision-makersanswerthequestion“Howwelldidthecommunicationcampaignaccomplishexplicitcampaigngoals?”Giventhisperspective,itisnotsurprisingthatthequestionsaskedontheVERBparentsquestionnairereflectthespecificparentalgoalsoftheVERBcampaign
astheyrelatetoparents’attitudes,behaviorsandawarenessoftheVERBcampaignitself.Thisquestionnaireisorganizedasfollows:
QuestionnaireSpecific
Page
A-7:
Questions
Purpose Introductiontotheresearchandinformedconsent
A–8 P1toP2a Confirmationthattheinterviewisbeingconductedwiththe
correctrespondent
A-8
PINTRO
Transitionandfocusonupcomingsetofquestions
A–9
P3,P4
Attitudesandinfluencesregardingchild’sphysical activities
A-9
P_D1,P_D2
Specialquestionsforparentsofchildwithadisability
A-10
P5,P6
Attitudesandinfluencesregardingchild’sphysicalactivities
A-10
P8
Parentreportingofchild’sinvolvementinschoolactivities;
attitudesandinfluencesregardingactivities
A-11,12
P10toP11c
Parentparticipationinphysicalactivities
A-12
P11d
Child’svideogameandmediahabits
A-13
P12toP13d
Parentalinvolvementinchild’sactivities
A-13
P13d
Parentself-participationinphysicalactivities
A-14
P7,P14
Parentalattitudestowardphysicalactivity
A-14
P_14a
Parentreportingofchild’smediahabits
A-15
P_14b,P_14c
Parentalknowledgeofphysicalactivityrecommendations
A-15,16
P_14etoP15
VERBcampaignawareness
A-16to19
P16toP23
Classificationquestions
Childs’Questionnaire
ThequestionsaskedonthechildquestionnairealsoreflectthespecificgoalsoftheVERBcampaignwithregardtochildren’sattitudes,behaviorsandawarenessoftheVERBcampaign.Notehowtheintroductionandquestionshavebeenappropriatelywrittenfortheageandlanguageskillsofyoungerrespondents.Thequestionnaireisorganizedasfollows:
QuestionnaireSpecific
Page Questions Purpose
A-20C1Classificationquestion,usedtoskiptoappropriatequestionsetA-20C2Classificationquestion,usedtoskiptoappropriatequestionsetA-21C3Child’sphysicalactivities(typesinlastsevendays)
A-22C4toC5cAmountoftimechildspentinphysicalactivities(lastsevendays)
A-22C6Classificationquestion,usedtoskiptoappropriatequestionset
A-23C7Child’sphysicalactivities(typesyesterday)
A-24C_7xAmountoftimespentinphysicalactivities(yesterday)
A-24C_7atoC_7cSchool-relatedactivities
A-25,26C8Child’sattitudestowardphysicalandleisureactivities
A-27C_8a,C_8bChild’sself-image
A-27C_8cChild’sviewofothers
A-27C9Child’strialofnewactivities
A-28,29C10toC14Child’sleisureactivities
A-29to34C15toC_23ovVERBcampaignawarenessandunderstanding
GenerationNext
ThePewResearchCenterforthePeople&thePressnotesthat“Anewgenerationhascomeofage,shapedbyanunprecedentedrevolutionintechnologyanddramaticeventsbothathomeandabroad.TheyareGenerationNext,thecohortofyoungadultswhohavegrownupwithpersonalcomputers,cellphonesandtheinternetandarenowtakingtheirplaceinaworldwheretheonlyconstantisrapidchange.”Pewconductedresearchtobetterunderstandtheattitudesandbehaviorsofmembersofthisgeneration(whichconsistsofindividualsbornbetween1981and1988.)
ThetelephonequestionnaireusedfordatacollectionintheGenerationNextresearchstudyisprovidedasanonlinesupplementalreading.(Theoriginalquestionnairewithtoplinedataislocatedat
HYPERLINK/reports/questionnaires/300.pdf
/reports/questionnaires/300.pdf
.Notethattheintroductionandinformedconsentarenotshown.)Asyoureadthroughthequestionnairenotethefollowing:
? theuseofopen-endedquestionswhenevertherewasaneedforunprimedortop-of-mindresponses.
? theuseofboldtypefaceandcapitalletterstodistinguishinterviewerinstructionsfromthesurveyquestions.
?theuseofrandomizationinquestions8,10,12,46,47,48,49,59and60.
Wheneverthereisalonglistofitemsthereisalwaysthepotentialforitems
askedearlyinthelisttoinfluenceorbiasresponsestolateritemsbycreating
animplicitframeofreference.Randomizingtheorderoflistitempresentationacrossrespondentssignificantlyreducesthispotentialformofbias.
? theuseofrotationinquestions4,5,6,9and54.Wheneverarespondentisaskedtochooseoneiteminapair,thepotentialexistsforthefirstitemtoexertmoreinfluencesimplybecauseitwasaskedfirst.Pewattemptedtosignificantlyreducethisformofbiasbyrotatingacrossrespondentstheitemthatwasreadfirst.
ChapterLecture
I.DetermineDataCollectionMethod
Customizequestionnairetodatacollectionmethod.
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? Questionnaireswrittenforface-to-faceinterviewslookandreaddifferentlythanquestionnaireswrittenfortelephoneorself-administeredonlinestudies.Absenceofface-to-facecontactgenerallyrequiresalesscomplexquestionnaire.
? Self-andinterviewer-administeredquestionnairesarewrittenforthe
"eye"andcanusepicturesoravarietyofmanipulatives.
? Telephonequestionnairesaretypicallywrittenconversationallyandcannotusepicturesorothervisualaids.
II.DetermineNeedforDisguise
Disguisereferstoextentpurposeofresearchishiddenfromrespondent.
? Undisguisedquestionnairesmakespurposeofresearchexplicittotherespondent,oftenthroughquestionnaire'sintroductionorwordingofspecificquestions.
? Disguisedquestionnairesprovideageneraloverviewoftheresearchbuthideinformationonresearchgoalsandsponsorfromrespondent.
Decisionon“best”approachdependsontheextenttowhichitisbelievedthatrespondent'sknowledgeofpurposeand/orsponsorofresearchwillinfluenceresponses.Greaterthelikelihoodofinfluenceorbias,moreappropriateitbecomestodisguisequestionnaire.
Disguisedandundisguisedquestionnairesprovidedifferentperspectivesonthe
samesetofinformationbecauseeachtypeofquestionnaireprovidesadifferentframeofreferencefortherespondent.Neitherapproachisintrinsicallybetter.Itisjustimportanttokeepaframeofreferenceinmindwhenevaluatingstrengthsandweaknessesofdisguisedversusundisguisedformatforaparticularresearchproblem.
III.CreateQuestionnaireComponents
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Therearefourmaincomponentsofaquestionnaire:introduction,screener,mainbodyofinformationalquestions,andclassificationquestions.
A.Introduction
Introductionexplainsresearchpurposeandgoalsandasksforrespondent'scooperationandparticipation.Specificwordingisdependenton:(1)needfordisguise,(2)studycomplexity,and(3)sensitivenature(ifany)ofthetypeofdatacollected.
Keyelementsinclude:
? explicitorimplicitreferencetoimportance
? generalinformationonresearchrationaleandgoals
? explicitrequestforparticipation
? reassurancethatthetaskofparticipatingisnotburdensomeortime-consuming
? needfortruthfulanswers
? promiseofconfidentiality
? reassurancethatthisisreal,legitimateresearch
Levelofdetailvariesamongdatacollectionmethods.Introductionsinface-to-faceandtelephoneresearchtendtoberelativelyshort.Theintroductiontoamailorself-administeredquestionnairestendstobelongerandmoredetailed.Inthesesituationsthereisnointerviewerpresenttoanswerrespondent'squestions,especiallywithregardtothestudy'spurposeanduseofthedata.
B.Screener
Screenerworkslikeagate:admitsallindividualswhopossessallofthetargetcharacteristicsandeliminatesallwholackatleastonecharacteristic.
Importantthatthescreeneronlycontainthequestionsnecessarytodistinguishtargetfromnontargetindividuals.Sincethesolepurposeofascreeneristoscreenrespondentsitisimportantbutnonessentialthatthescreenerquestionsshouldbeincorporatedintomainbodyofthequestionnaire.
(HandoutorhavestudentsrefertoFigure13.3intext).Thisisascreenerthatcanbeusedinamall-interceptstudy.Note:importanceofexplicitinstructionsfor(1)followingscreenerflowand(2)determiningwhetherindividualpossessesaudiencecharacteristics.
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? Questions1-3screenfordesireddemographicandbehavioralcharacteristics.
? Question4continuesscreeningforbehavioralcharacteristicsandpermitsajumptotheappropriatesetofdiet-relatedquestions.
? Question5screenscurrentdieters’purchaseofreducedcaloriefrozendinners.
? Question6screenspastdieters’purchaseofreducedcaloriefrozendinners.Notethatscreenerisstructuredsothattheonlyindividualswho“pass”theentirescreeneraremembersofthetargetsample.
C.MainBody
Containsquestionsthataddressinformationalneeds.
Questionsmustbesequenced.Keepthefollowingguidelinesinmind:
? Beginwithsimple,nonthreatening,interesting,easytoanswerquestions.Simplequestionseaserespondentintotheinterview.Showthattaskofparticipationisnotdifficult.
? Groupquestionsonthesametopictogether;completeonetopicbeforemovingontoanother.Movingfromtopictotopicwithoutalogicalflowincreasespotentialforshallow,top-of-mindresponses.
? Withinatopicmovefromthemostgeneralquestionstothemostspecific.Oncetherespondentisfocused,itismucheasiertoanswerquestionsofgreaterdetailorspecificity.
? Placedifficultorsensitivequestionsattheendofthequestionnaire.Respondentsmuchmorelikelytheansweronce
theyarecommittedandrapporthasbeenestablished.
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? Avoidbiasingquestionsappearinglaterinthequestionnairewithquestionsaskedearlierinthequestionnaire.Beverycarefulthatquestionsaskedearlyintheinterviewdonotprovidetheinformationrequiredfortheansweringoflaterquestions.
? Addressthemostimportanttopicsfirst.Priortofatiguesettinginandaffectingresponsequality.
D.Classification
Aseriesofquestionsthatcollectrelevantdemographic,brandusage,orbehavioralinformationnotcollectedaspartofscreenerorinmainbodyofquestionnaire.Itprovidesthemeansforexaminingimportantsubgroupswithinalargersample.
IV.PhysicallyPrepareQuestionnaire
Fourareasmustbeaddressed:(1)visualappearance,(2)transitionsbetweenmajortopicareasandbetweenindividualquestions,(3)interviewer/respondentinstructions,and(4)responsecolumncoding.Implementeddifferentlyindifferenttypesofquestionnaires.
A.Self-AdministeredQuestionnaires
Goodvisualappearanceisextremelyimportantinself-administeredquestionnaires.Anyindicationthatthequestionnairewillbetoodifficultor
time-consumingtocompletewillgenerallycausearespondenttorefuseordrop
outofthestudy.Itshouldbeuncluttered,easytofollow,andtypedinaneasytoreadtypeface.
(HandoutorhavestudentsrefertoFigure13.4intext).Thisquestionnairehasgoodvisuallayoutandappeal,itisuncluttered,easytoread,anddemonstratesseveralotheraspectsofgoodpreparationandlayout:
? Questionsaredistinguishedfromresponses.Questionsareshowninboldtype,responsesinnormaltype.
? Responsecodingisunobtrusive.
? Questionsdonotcontinueacrosscolumnsorpages.
? Columnsareusedtohelpmaintaintherespondent'sfocus,save
space,andsimplifyresponse.
B.OnlineQuestionnaires
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Thesehavetheirownuniquesetofconsiderations,whichrelateto(1)formandvisualappearance,(2)rangeofquestiontypesavailableacrosssurveycompanies,and(3)wayinwhichspecificquestionsarepresentedacrosssurveycompanies.
1.QuestionnaireFormandVisualAppearance
Severalconsiderationsregardingquestionnaireformandvisualappearanceneedtobekeptinmindregardlessofwhichonlinesurveycompanyisselected.Theseinclude:
? Theuseofpicturesisnotatrivialdecision.Whenpicturesareused,theyshouldhaveanexplicitresearch-specificfunctionandshouldhavearealandmeaningfullinktoresearchquestion.
? Carefullyconsiderhowmayquestionstopresentonasinglewebpage.
Threeoptions:(1)Placetheentireonasinglewebpage.(2)Use
multiplepagesbutgrouprelatedquestionstogetheronasinglepage.(3)
Useasinglepageforeachquestion.
? Understandtherelationshipbetweenspaceprovidedanddepthofresponseinopen-endedquestions.Respondentsusespaceprovidedasanimplicitvisualcuefortheamountofresponsedesiredbythe
researcherandwillwritemorewhengivenlargerspacesforopen-endedresponses.Carefullymatchtheamountofspaceprovidedwith
anticipatedresponse.
? Notallresponseformatsforclosed-endedquestionsareequivalent.
Considerthisquestion“Whichofthefollowingismostimportantto
youinselectingabreakfastcereal?”wheretherespondentcanchoose
fromelevenpotentialanswers.Optionscanbepresentedasanorderedlist,adropboxthatrequiresscrollingoradropboxthatrequiresnoscrolling.Researchshowsthatscrollingdropboxesshouldbeavoided.Dropboxesareonlyusefulwhentherespondentmustsearchalongalistofresponseoptionsforawell-knowntargetanswer.
2.RangeofQuestionTypes
Almostallonlinesurveycompaniespermituseofthemostcommonquestiontypes,forexample,singleselectionmultiplechoicequestions,checklists,singleandmultipleratingscales,andopen-endedresponses.Beyondthesebasic
questiontypes,however,therearesignificantdifferencesacrosscompanieswithregardtotheirabilitytopresentmorecomplexquestiontypes.Companyselection,therefore,shouldbedonepriortothestartofquestionnairedesignbutafterspecificquestiontypesareknown.
3.AppearanceofSpecificQuestionTypes
Whileallstandardquestiontypesareallowedatalmostallonlinesurveycompanies,theforminwhichquestionsarepresentedvarieswidelyacrosscompanies.
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? PsychDataprovidestwooptionsforpresentationofsingleitemratingscale:columnsandnocolumns.
SurveyMonkeyandZoomerangbothtakedifferentapproachestocolumnformat.
Companiesapproachtopresentationofmulti-itemratingscalesreflectsapproachtosingleitems.Again,therearesignificantdifferencesinapproach,especiallyinhowcolumnlabelsanditemsbeingratedaresetoff.
? Psychdata
? Surveymonkey
? Zoomerang
OnlyPsychDataandZoomerangpermittruerankingquestions.Thesignificantdifference,however,isinhoweachcompanypresentsthisquestiontype.PsychDataallowsrespondentstofillinanumbertoindicatetheiropinionwhileZoomerangdefaultstoamoreconfusingmatrixformat.
C.Transitions
Theseareconversational,connectivematerialthatprovidesasenseofflowandcontinuitytothequestionnaire.Transitionshelprespondentsmaintaintheirfocusduringalongseriesofquestions,givewarningthatachangeintopicorfocusisimminent,andprovidejustificationforsensitiveinformation.
D.InterviewerandRespondentInstructions
Therearetimesininterviewer-administeredsurveyswhenitisnecessarytocommunicateinstructionstotheinterviewer.Instructionsforintervieweraredistinguishedfromthequestionsthemselvesbyusingallcapitalletters,asshowninSlide13-32.
Thesameistrueforskippatterns,asshowninSlide13-33.
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Skippatternsinonlinesurveysareprogrammedintothesurvey.Someonlinesurveycompanieswillprintavisualconfirmationofaquestionnaire’sskippattern.Itisalwaysrecommendedthatskipspatternsbecloselyexaminedpriortotheactuallaunchofasurvey.Whendevelopingandpreparingskippatternsmakecertainthat:
? allresponsesareaccountedfor.
? allskipdirectionssendtherespondentsomewhereappropriate.E.ColumnCoding
Statisticalanalysisprogramsneedawayofassociatingthenumericvaluesselectedforaspecificquestionwiththequestionnumber.OnlineandtelephoneCATIsurveysdothisautomatically.Paperandpencilsurveysrequirethatthisbedonemanuallythroughcolumncodingwhichreferstoprocessbywhich
eachuniqueresponseisassignedauniqueplaceintheoverallgroupofdata
collected.ExampleshowninSlide13-34.
Number'32'isacolumncode.Ittellsthecomputerthatnumberappearingincolumn32ofthedatainputisthecodeforrespondents'age(acodedvalueof1through4).
Open-endedquestionsalsoneedtobecoded.
V.InternalEvaluation
Allprojectparticipantsshouldreviewthequestionnairepriortoformalpretestingtomakecertainthat:
? thequestionnaireiscompleteandconcise.Thekeytocompletenessisthatthequestionscontainedinthequestionnaireallcorrespondtoidentifiedinformationalneedsandthatthere
arenoquestionsthatdonotcorrespond.
? questionsthemselvesareclear,unambiguous,andappropriateforthetypeofinformationneeded.
? thelayoutisclearandeasytofollow.
VI.PretesttheQuestionnaire
Pretestisimportantbecauseitoffersinsightsneededforimprovingthequestionnaire'swording,structure,format,andorganization.Problemareas
typicallyofinterestduringapretestinclude:
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? problemswithadministration,Didthequestionnairetakeaslongasexpectedtoadminister?Didittakelonger?Ifitistoolong,whatcanbedonetoshortenthequestionnairewithout
sacrificingimportantquestions?
? problemsrelatedtoquestioncomprehension.Werethereanyquestionsthatwerehardfortherespondenttounderstand?Wasthisdifficultyduetotheamountofinformationcontainedinthequestion?Wasthisdifficultyduetothequestion'slength?Wereanyquestionsambiguous?Howcanproblemquestionsberewrittentomaketheinformationneededexplicitandunambiguous?
? problemsrelatedtoquestiondemands.Weretechnicaltermsusedwithoutdefinition?Howmightthesebeexplainedto
reduceconfusion?Werecommonwordsusedinunusualwaysorcontexts?Doquestionsneedtoberewrittentocollectbetterthe
desiredinformation?
? problemsrelatedtoresponseoptions.Arethereanyquestionsforwhich"Don'tKnow"or"NoAnswer"isthemostcommonresponse?Arethereanyquestionsthat"Other"gathersasignificantpercentageofresponses?Aretheresomescalesthatdonotprovideenoughlevelsofdistinction?
? problemsrelatedtoorganizationandquestionsequencing.Didthequestionnaireflowaswellasexpected?Howwelldidtransitionsandinterviewer/respondentinstructionswork?Doanytransitionsorinstructionsneedtoberewritten?Doanytransitionsneedtobeaddedordeleted?Didallskippatternsworkasexpected?Doanyskippatternsneedstoberevised?Wereanyquestionsaskedlaterinthequestionnairebiasedbyearlierquestions?
A.CognitiveInterviews
Thisentailsadministeringdraftsurveyquestions(toasmallnumberoftargetaudienceindividuals)whilecollectingadditionalverbalinformationaboutthesurveyresponses,whichisusedtodeterminewhetheraquestionisgeneratingrequiredinformation
Twoapproachestocognitiveinterviewingare:thinking-aloudandactive
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probing.
1.ThinkAloudMethod
Thismethodinvolvesaskingrespondentstoverbalizetheirthoughtsastheyareansweringasurveyquestion.Theinnterviewerreadseachquestiontotherespondent(oneatatime)andthenrecordsand/ornotestheprocesseachrespondentusedtocomprehendandanswerthequestion.
? Theinterviewerisapassiveparticipantintheprocess,typicallyonlyaskingavariationofthequestion“tellmewhatyouarethinking”aboutthisquestion.
2.ActiveProbing
Theintervieweraskseachsurveyquestiononeatatimeandafterananswerorresponse,theinterviewerprobesfurtherinordertounderstandthebasisoftheresponse.
? Interviewerisanactiveparticipantintheprocess,askingspecificquestionstodevelopabetterunderstandingoftherelationshipbetweendesiredinformationandanswerprovidedbyrespondent.
Mostcommontypesofprobesinclude:
? Comprehension/InterpretationProbe:Whatdoestheterm"socialmedia"meantoyou?
? Paraphrasing:CanyourepeatthequestionIjustaskedinyourownwords?
? Confidencejudgment:Howsureareyouthatyouvisitedasocialnetworkingsiteeleventimesinthepastweek?
? Recallprobe:Howdoyourememberthatyousawadvertisingfor
Twitterontelevision?
? Generalprobes:Howdidyouarriveatthatanswer?Wasthateasyorhardtoanswer?Inoticedthatyouhesitated-tellmewhatyouwerethinking.
Questionnairerevisedinlightofinsightsprovidedbypretesting.
VII.PrepareFieldSupportMaterials
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Thequestionnaireandappropriatesupportingmaterialsaresenttothefieldservice,interviewsareconductedandthequestionnairesarereturnedfordatacodingandanalysis.Potentialproblemswithfieldservicedatacollectionareminimizedwhenquestionnaireisaccompaniedbytwotypesofsupportmaterials:
? Acoverletterthat(a)identifiesthestudy,(b)itemizesmaterialssenttothefieldservice,(c)discussesdatacollectiontechniques,(d)presentsadetaileddescriptionofthesampleandanyspecialquotas,(e)identifiesanyspecialmaterialorequipmentrequirements,and(f)confirmsstudycost,timing,andproceduresforreturnofthequestionnairesandanyothertest-relatedmaterials.
? Amemodescribingthequestionnaireandanyparticularadministrativedetailsofwhichinterviewersshouldbeaware.
ResponsestoApplicationExercises
1to2.Responseswillvary.
3.Thequestionnaireaskstoomanyquestionsoninfluences.Additionalquestionsregardingattitudestowarddonatingareneeded.Specificquestioncontentwillvary.
Problemswiththequestionnaireinclude:
Columncodesareincorrectforanumberofquestions:Q5,Q9(missing),Q9toQ10
(incorrectsequence),Q11(onlyonecolumnisneeded),Q12(outofsequence),Q13,Q16(out
ofsequence),Q18(missing),Q24(outofsequence),Q25(incorrectcode,outofsequence).
Skippatternsareincorrect.Questionsondonatingbehaviorshouldbesequencedsothatthecorrectquestionsareaskedofdonorsandnon-donors,forexample,Q4isdesignedfornon-donorsandasaresulttheseindividualsshouldnotbeaskedQ5.Beyondtheseproblems,Q6skippatterneliminatespotentialforanyonetobeaskedQ8.Q20skippatternisnotneededasbothoptionsgotothesamequestion.Q10shouldnotbeaskedofthosewhosay“no”toQ9.
Thequestionnaireisredundant,withthesamerequestforinformationbeingaskedmultipletimes,forexample,Q9,Q10,Q15,Q16,Q19.
Wordingandformatformanyquestionsareproblematic:Q8assumes(incorrectly)thatthereisonlyoneresponse,Q11isvagueandopentomultipleinterpretations,Q12andQ14wouldbebetterifbalanced,Q17andQ18wordingismuchtoocomplex,Q21shouldbebrokendownintomultiplenumberedquestionswithappropriateskippattern,Q21needsbetter
balanceonresponseoptions,Q23“howlongago”isvagueastothetimeunitrequested,Q23lastitemisbiased,Q24isnotaquestion,Q28needsbetterorderonoptions.
Revisedquestionnaireswillvary.
4.Responseswillvary.
5.Responseswillvary,butsuggesteditemsforattentionarenotedbelow.
AdBlockingSurvey.Q1shouldincorporateexplicitinterpretationofendpointsandmidpointresponsesinthepull-downoptions,Q3shouldbesplitintotwodifferentquestionswithappropriateskippatternfor“yes”and“no”responses(“no”responsesshouldskiptoQ8),Q4needstousesconsistentterminologywithregardto“reas
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