ppdp0701
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No.071TheBostonFedStudyofConsumerBehaviorandPaymentChoice:
ASurveyofFederalReserveSystemEmployeesMarquesBenton,KristaBlair,MarianneCrowe,andScottSchuh
Abstract: Thewaypeoplepay forgoods and services is changingdramatically,but littledataandresearchon consumerbehavior andpayment choice arepublicly available.Thispaperdescribes theresultsof a surveyofpaymentbehavior and attitudes takenbyFederalReserve employees in 2004.Majorcontributionsofthesurveyarethatitasks:1)whypaymentchoicesaremade;2)whyindividualpayment behavior has changed; and 3) why individualspecific payment characteristics matter forpaymentchoice.AlthoughthesurveyisnotstatisticallyrepresentativeofU.S.consumers,andthusmaynotprovideaccurateestimatesofaggregateU.S.paymenttrends,manyresultsareconsistentwithdatafrommore representative payment surveys. For example, the data show a trend away from checkwriting and toward electronic and emerging paymentmethods, but the choice of paymentmethoddepends on the type of payment, amount of payment, and other complex factors. Also, cost,convenience,andcontrolovertimingarethemost importantcharacteristicsdeterminingrespondentsadoption and use of payment methods. We find that payment characteristics vary widely acrossrespondents,partlybecauseofinherentheterogeneitybutperhapsalsobecauseofmeasurementerror,misperception,orinadequateinformation(lackofconsumereducation).Crosssectionalevidenceshowsthat respondents tend to use paymentmethods in amanner broadly consistentwith their reportedassessmentsofthepaymentcharacteristics.
JELClassifications:D12,D14,E41,C81MarquesBentonandKristaBlairareAssistantVicePresidents,MarianneCroweisaVicePresident,andScottSchuhisaSeniorEconomistandPolicyAdvisor,allattheFederalReserveBankofBoston.Theiremail addresses [email protected], [email protected],[email protected],[email protected],respectively.
ThisprojectsprangfromaleadershipdevelopmentprogramattheFederalReserveBankofBoston.Theauthors thank our colleague, Geoff Tootell, whose suggestions, together with the research of ourcolleagueJoannaStavins(2001),helpedsparktheideaoftheconsumerpaymentsurveyandwhowasinstrumentalinhelpingusdeveloptheidea.WethankJeffFuhrerandSallyGreenforsponsoringthesurvey project. We also thank Pattie Allouise, David Brown, David DeRemer, Nicola Lostumbo,Caroline Theoharides, Marcella Wiegand, Lisa Wright, and Jennifer Young for providing excellentresearch, administrative, and legal assistance.We thank JimCunha, Jeff Fuhrer,GeoffGerdes, JaneLittle,andGeoffTootellforhelpfulcommentsandsuggestions,andBradHirschbein,SuzanneLorant,andTylerWilliams forvaluableeditorialassistance.SeeAppendixB forcompleteacknowledgments.Anyerrorsremaintheresponsibilityoftheauthors.
TheviewsexpressedinthispaperarethoseoftheauthorsandnotnecessarilytheviewsoftheFederalReserveBankofBostonortheFederalReserveSystem.
Thispaper,whichmayberevised,isavailableonthewebsiteoftheFederalReserveBankofBostonathttp://www.bos.frb.org/economic/ppdp/index.htm.
Thisversion:February14,2007
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mailto:[email protected]:[email protected]:[email protected]:[email protected]://www.bos.frb.org/economic/ppdp/index.htm
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1. Introduction
The way people pay for goods and services is changing dramatically. Evidence
includingnewresults fromaBostonFedsurveyreported in thispaperisaccumulating that
consumersaremakingsubstantiallydifferentchoicesamongpaymentmethods to settle their
transactionsthaninthepast.Apparently,consumersareshiftingawayfrompaperchecksand
currency and turning instead to electronics, an expanding array ofmethods that leverage
advances in information technology and financialmarkets to offer lowcost transactions and
improved convenience.1 Even the British version of the classicMonopoly board game has
switchedfromcashtoadebitcard.2
Perhapsthemosttangiblechangeinpaymentbehaviorisoccurringintheuseofpaper
checks,achangethatdirectlyaffectsacentralbusinessconcernoftheFederalReserveSystem.
Figure1depictstheavailabledataoncheckvolumes.Theupperpanelshowsthelatestofficial
Fed estimates of the totalU.S. volume of check payments,which are available only at four
selectedpointsintime.3Theestimatesrevealadeclineincheckvolumefrom50billionin1995
to42billionin2000andto37billionin2003(26percentoverall).Thefirstevidenceofdecline
wasannouncedwhen theestimates for1995and2000werepublished in2002byGerdesand
Walton(2002,p.360):Theexactyearinwhichcheckusepeakedisunknown,butitappearsthe
number paid began to decline sometime in themid1990s. The relative scarcity of reliable,
publicly available data on check volumes prior to 2000 made it difficult to know and
understand completely the aggregate trend, much less the underlying consumer payment
1Notethattheuseofthetermpaperchecktodistinguishtraditionalcheckwritingfromelectronicforms of checkingsuch as electronic images of paper checks, paper checks initiated electronicallythrough online bill payment, or conversion of paper checks to electronic debit via the AutomatedClearingHouse(ACH)systemillustratesourpointnicely.2SeeHenry(2006)athttp://www.boston.com/news/local/massachusetts/articles/2006/07/25/new_monopoly_version_drops_paper_money_adds_debit_card/.3Actual survey data estimates are from FederalReserve Bank ofAtlanta (1981), the FederalReserveSystem(2002,2004), GerdesandWalton(2002),andGerdes,Liu,Parke,andWalton(2005);ProjectionsarefromFederalReserveBankofAtlanta(1983).
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http://www.boston.com/news/local/massachusetts/articles/2006/07/25/new_monopoly_version_drops_paper_money_adds_debit_card/http://www.boston.com/news/local/massachusetts/articles/2006/07/25/new_monopoly_version_drops_paper_money_adds_debit_card/
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behaviordriving the trend.Therecognitionofasignificantchange in theaggregate trend isa
keyreasonwhytheFedhasbeenestimatingcheckvolumesmorefrequentlysince2000.
The bottom panel of Figure 1 shows data on check processing done by the Federal
Reserve onlyroughly 40 percent of the U.S. total processing. The total number of checks
processedbytheFeddeclinedfromabout19billionperyearin1994toabout12billionin2005
(37percent).Muchofthefluctuationintotalvolumeduringthemid1990swasassociatedwith
legal,regulatory,andoperationalchangesthatsignificantlyaffectedthevolumeofarelatively
smallproportionofcheckshandledbytheFed.4However,thecorenumberofunsortedchecks
processedby theFed trendedupwarduntil the early2000s,as indicatedby thedashed line.
Prior to theGerdesandWalton (2002)announcement inAugust2002,anobserverusing this
coremeasureofcheckprocessingasanestimateofaggregatecheckusemighthavesurmised
thatvolumewasincreasing.Butsince2002,thevolumeofunsortedchecksprocessedbytheFed
hasdeclinedsignificantlytoo.
The decline in volume of Fedprocessed checks has impacted System operations
significantly.IthascontributedtoareductioninFedemploymentfrom23,448in2001,to19,935
in2005(15percent)andareductioninthenumberofcheckprocessingoperationssitesfrom45
to22(51percent)bytheendof2006.5Notsurprisingly,thesedevelopmentshavefullycaptured
theattentionofFedandprivatepaymentsindustrymanagers,whoneedtoknowhowfastand
howfarcheckwritingwilldecline,whatpaymentmethodswillreplacechecks,andwhatroles
theFedshouldplayinthenewpaymentsenvironment.
The papertoelectronics transformation clearly has important implications for
participantsinthepaymentsindustry,includingtheFederalReserveSystem,butithasbroader
economicandpublicpolicyimplicationsthatmeritexaminationaswell.Whatisnotunderstood
well iswhy the transformation is occurring. For example,why is ithappeningnow andnot
earlier (or later)? Why are some consumers participating in it, but not others? A full
understandingofthebroaderimplicationsofthepaymentstransformationhingescriticallyon
4Thesewerechecksinfluencedbythesamedaysettlementprocess,whichaffectedthewaycheckswerepresentedandsettledamongbanks.5ThisincludestheclosingoftwocheckprocessingbranchesintheFirst(Boston)District:Lewiston,ME,in1997,andBostonin2006.
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understandingwhy it ishappening.Unfortunately,answers to thesequestionsarenoteasily
forthcoming, largelybecausedemand forpaymentmethodsbyconsumersperhaps themost
importantendusersofpaymentmethodsisnotwellunderstood.
Although some information is available about what payment choices consumers are
making, little isknownaboutwhyconsumersmake thosechoices.Forexample,whydosome
consumers still write checks and put them in the U.S. mail when they could write an
electroniccheckviaonlinebillpaymentfasterandmorecheaply?Amongconsumerswhohave
stoppedusingchecksforretailpayments,whydosomeswitchtoadebitcard,especiallyifthe
paymentinvolvesafee,whentheycoulduseacreditcardandgetwhatis,ineffect,aninterest
freeloanandperhapsfrequentflyermilestoboot?Unansweredquestionslikethese,andmany
others,areperplexingpaymentssystemproviders,researchers,andpolicymakers.
Akeygapintheunderstandingofconsumerbehaviorandpaymentchoiceisashortage
of fundamental research on the topic. Perhaps the clearest evidence of the lack of research
appears inaveryusefulbibliographycompiledbytheFederalReserveBankofPhiladelphia.6
AlthoughthetitleofthedocumentisConsumerPaymentsBibliography,onlyabout5percent
ofthemorethan700entriesareevenindirectlyconnectedwithconsumerbehaviorandpayment
choice per se, and far fewerdirectly address the theoryof consumerpayment choice.Schreft
(2006)providesanoverviewofthissmallliteratureandadvocatesmoreresearchonthetopic.7
The shortage of research on consumer payment behavior both stems from and is
exacerbatedbyalackofdataonactualconsumerpaymentchoices.KennickellandKwast(1997)
wereamongthefirsttocitethelackofdataasanimportantpartofthereasonfortheneglectof
research on consumerdemand forpayments.They turned to the FederalReserves triennial
Survey ofConsumer Finances (SCF),which contains some information aboutwhat payment
choicesconsumersmake,althoughpaymentsarenotthemainfocus.8AsidefromtheSCF,there
are fewpubliclyavailablealternativedatasourceson thissubject;privatesectordatasources
6 See http://www.phil.frb.org/pcc/bibliography.pdf for a PDF file of the bibliography orhttp://www.philadelphiafed.org/pcc/bibliography.cfmforasearchableonlineversion.7SchreftspaperwascommissionedbytheEmergingPaymentsResearchGroupattheBostonFedandpresentedattheBanksfirstConsumerBehaviorandPaymentChoiceconferencein2005(seeFederalReserveBankofBoston2005).8ForinformationabouttheSCF,seeBoardofGovernors(2006a).
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http://www.phil.frb.org/pcc/bibliography.pdfhttp://www.philadelphiafed.org/pcc/bibliography.cfmhttp://www.bos.frb.org/news/conf/payments2005/
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aregenerallynotavailabletopolicymakersandresearchers.9Anothercorroboratingassessment
appearsinasurveyofresearchonfinancialinnovationbyFrameandWhite(2004):Astriking
featureof this literature,however, is the relativedearth of empirical studies that specifically test
hypothesesorotherwiseprovideaquantitativeanalysisoffinancialdata. [Emphasisadded.]
Thelackofempiricalstudiesontheadoptionofpaymentmethodsbyconsumersisonespecific
exampleoftheproblemcited.
NotingthetransformationinpaymentsanditsvitalimportancetotheFed,wesetoutto
makeamodestcontribution toward filling thedatagapand improving theunderstandingof
consumer behavior and payment choice. Beginning in 2002, we developed a survey of
consumerbehaviorandpaymentchoicedesignedtogobeyondaskingwhatchoicesconsumers
weremakingbybeginningtoaskwhytheymakethosechoices.10Becauseofourconnectionto
theFederalReserve,wefocusedthesurveyoncheckwritingbehavior.Butbecausethedecision
aboutwhethertowriteacheckismadejointlywiththedecisionaboutwhethertouseanyother
paymentmethod, the survey includes questions aboutmost common alternatives.The three
primary contributionsofour surveydesignare:1) the surveyaskswhy consumersmake the
payment choices they do; 2) it asks individual consumers about changes in their specific
payment behavior over time (although it is not a true longitudinal panel); and 3) it asks
consumershow they rate the relativevaluesof some fundamentalcharacteristicsofpayment
methods,inadditiontoaskingaboutactualpaymentbehavior.
Working on a limited budget, we chose a convenience sample of the most readily
available,highlymotivated,andinexpensivepotentialrespondents:FederalReserveemployees.
Wefirstconductedthesurveyin2003,withmorethan500BostonFedemployees,andthenin
2004,withmorethan5,000FederalReserveemployeesfromacrosstheSystem.11Thesesamples
havefiveserious limitations:1)FedemployeesarenotdemographicallyrepresentativeofU.S.
consumers(onaverage,Fedemployeesareolder,bettereducated,andhavehigherincomes);2)
9SeeAppendixAforabriefdiscussionofdatasourcesandtheiravailability.10Foranexampleofresearchalongtheselines,seeSchuhandStavins(2005).11ThesurveyresultsarepostedontheBostonFedspublicwebsite.Forthesurveyinstrumentwithallnumericalresultsintabularform,seehttp://www.bos.frb.org/economic/eprg/FRBBsurvey04num.pdf.Foragraphicalsummaryofmostresults,seehttp://www.bos.frb.org/economic/eprg/FRBBsurvey04.pdf
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http://www.bos.frb.org/economic/eprg/FRBBsurvey04num.pdfhttp://www.bos.frb.org/economic/eprg/FRBBsurvey04.pdf
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FedemployeesarefarmoreknowledgeableaboutthepaymentssystemthanU.S.consumers(a
bias problem); 3) Because of professional duty, reward incentives, and a general sense that
providing the information could help the Fed during a time of institutional change, Fed
employeesweremore likelythanotherU.S.consumerstorespondtothisvoluntarysurvey(a
sample selectionproblem); 4)Because Fed employeeswork in an organization that supplies
payment services, theymay answer certain survey questionsknowingly orunknowingly
fromtheperspectiveofafirmratherthanfromtheperspectiveofaconsumer;and5)Because
almost every Fed employee has a checking account, Fed employees behavior is not
representative of the behavior of all U.S. consumers, particularly those without checking
accounts.
Because the survey resultsarenot representativeofallU.S. consumers, theaggregate
statistics from our survey should not be used todraw conclusions aboutU.S. consumers in
general.However,crosssectional(individualconsumerlevel)studiesusingthesurveydatacan
providevalidanduseful informationabout individual consumerbehavior.12Furthermore, in
2006,wecollaboratedwiththeAARP(formerlytheAmericanAssociationofRetiredPersons)to
implementamodifiedversionoftheBostonFedsurveywithanationallyrepresentativesample
drawnrandomlyfromtheentireU.S.population.13
This paper provides an overview of the Boston Fed survey.14 Section 2 defines
terminology, and Section 3 describes the survey. Section 4 compares our results on what
payment choices consumers are making with results from similar surveys that are more
representative of U.S. consumers. Section 5 presents selected results on why consumers are
makingthepaymentchoicestheymakeandhowthosechoicesarechanging.Section6discusses
some survey results that bear directly on Federal Reserve payment operations. Section 7
presents a brief assessment of the issues raised by the transformation in payments and the
challenges facing policymakers. Section 8 concludes with a highlevel assessment of the
12Foranexampleofresearchalongtheselines,seeSchuhandStavins(2005).13DocumentationofthissurveyisforthcominginanotherBostonFedPublicPolicyDiscussionPaper.14KriegerandBraun(2005)describetheresultsofananalogoussurveyoflargecorporationspreferenceswithregardtopayments,conductedbytheNewYorkFed.
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contributionsofthesurveyandsuggestionsforfutureresearchtoadvancetheunderstandingof
consumerpaymentchoice.
Although the survey design is imperfect, we were encouraged to discover general
consistencywithfindingsofother,morerepresentativesurveys(SurveyofConsumerFinances
(2001,2004),MichiganSurveyofConsumers(2003),andAmericanBankersAssociation(ABA)
andDove(2003,2005),foraspectsofthesurveythatwerealsoaddressedbyothers.
Our results include several findings that seem important and suggest the need for
furtherstudyandconsideration:
Fedrespondentsoverallratechecksworsethanotherpaymentmethodsacrossmost
fundamentalcharacteristics,andACHpaymentsappeartostrictlydominatechecks
inallcharacteristics.This findingmayhelp toexplainwhyconsumersareshifting
frompapertoelectronics,especiallyforrecurringbillpayments.
Yet,even in2004,checkswerestillthemostcommonsinglepaymentmethodused
by respondents. The survey results suggest that improvements in user control of
payment timing, overdraft protection, and consumer knowledge of ACH might
increaseuseofACHpaymentsconsiderably.
Nearly onethird of respondents indicate that their payment behavior, especially
checkwriting,issensitivetofloat.15However,evenfewerrespondentswouldordid
alter theirpayment,banking, or shoppingbehavior in response to changes in the
checkprocessing environmentparticularly the introduction of electronic check
images and conversion ofpaper checks to electronicACH transactions that affect
float.
Cost, convenience, and timing are the three most important fundamental
characteristics that determine respondents adoption and use of all payment
methods. Safety and privacy also are important formethodsmore susceptible to
consequenceslikeidentitytheftthatarecostlytoconsumers.
15Floatistheintervalbetweenthephysicalwritingofthecheck(payment)andthetimewhenthefundsaredeductedtheconsumerscheckingaccount(settlement)bythebank.
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Respondentsareheterogeneous in theirviewsaboutanduseofpaymentmethods.
Themostimportantbarriertotheadoptionofapaymentmethoddiffersbymethod,
and most respondents use a variety of payment methods each month. When
respondentsswitchfromcheckstootherpaymentmethods,themethodtheychoose
dependsonthelocationandamountofthepayment,amongotherthings.
Respondentschoosepaymentmethods inamanner that isbroadlyconsistentwith
their reported ratings of the relative characteristics of those payment methods.
Reported characteristics could vary across respondents, even within narrow
demographicgroups,formanyvalidreasons.Moreresearchanddataareneededto
determinewhetherthereportedcharacteristicsaccuratelyreflecttheactualpayment
characteristics consumers face, and the extent to which the assessments may be
subjectiveorbiased.
When thepayments system changes, some respondents report that theywouldor
did alter their payment behavior. The extent towhich behavior changes, and the
circumstancesunderwhich itchanges,dependson the typeandmagnitudeof the
paymentssystemchange.Understandingwhetherthechangeisbeneficialforsociety
as a whole requires a much deeper understanding of consumers tastes and
preferencesregardingpaymentsthanwecurrentlyhave.Putsimply,foracomplete
understandingoftheoverallpaymentsindustry,theviewsofconsumersmatter.
Weviewthesekeysurveyresultsasanillustrativesteptowardgainingabetterunderstanding
of consumer payment behavior. We hope that they will stimulate further research, data
collection,andpublicpolicydiscussion.
Asconsumerbehaviorisunderstoodmorefully,itwillbenaturalforpolicymakerslike
theFederalReserve tobegin toask,what is best for consumerswith regard to thepayments
system? A major hurdle to answering this question is the surprisingly widespread and
persistentheterogeneityofconsumerspaymentpreferences.Also,someU.S.householdshave
nobank account and thus cannotparticipate in some electronicpayment innovations.Other
developmentsidentity theft, credit and debit card interchange fees, technology barriers,
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financial market complexity, rapidly expanding choices, and the likehave potentially
importantimpactsonthewelfareofconsumersaswell.
2. DefinitionsandTerminology
Aswithany rapidchange insociety, thepayment transformation isengenderingnew
languageandterminologythatissometimesredundantandunclear.So,beforedivingintothe
detailsofconsumerpaymentbehavior,itwillbehelpfultodefinethetermsusedinthispaper
andtheirrelationshiptoalternativetermsusedelsewhere.
The term consumer refers to a household member who makes payment decisions
whenbuyinggoodsand services forpersonalorhouseholduse.Thus,weareall consumers
whodemandpaymentservices.However,oursurveyqueriedFederalReserveemployees,who,
aswehavenoted, arequitedifferenton average from the averageU.S. consumer.For these
reasons, we try to distinguish carefully between consumer and respondent, and the reader
shouldalwaysbearinmindthepotentiallyimportantdifferencesbetweenthem.
Thepaymentsurvey includessevenmainpaymentmethods:cash,papercheck,credit
card,debit card,AutomaticClearingHouse (ACH), storedvalue card (SVC), and onlinebill
payment.Tosomeextent,thesepaymentmethodtermsareselfevidentandhavebecomepart
oftodaysvernacular,butnoconsensusonallterminologyhasemergedyet.Thus,tobeclear
andprecise,welistanddefinethetermsweuse,plusalternativeterms,inTable1.
Threegeneral issuesconcerningpaymentmethodscauseunusualconfusionandmerit
additional brief discussion. First, there is great variety in the payment methods that are
availabletoconsumers;thesearesummarizedinTable1.Consumerpreferencesandchoicesin
thefaceofthisvarietyarediscussedfurther inSection6.Second,ACH,whichplaysapivotal
role in several other payment methods (debit cards, check conversions, and online bill
payments), is not a payment method per se but rather an electronic medium for settling
payments that can be initiated by various payment methods. However, in developing our
surveywereliedonACHpaymentsasashorthandforoneformofpaymentautomaticbill
payments initiatedbyconsumers (mortgagepayments, insurancepayments,and the like)so
thereadershouldthinkofthesewhenreadingreferencestoACH.
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Similarly, a third issue is thatpaymentsmade over the Internet can occur in at least
threeways,anyofwhichmightbeviewedasa formofonlinebillpayment.Oneway isvia
online banking, a process that allows a consumer with a checking account to pay bills
electronically rather thanwithapaper check.Typically, thebill ispaidby thebank through
ACH, but, ironically, this method sometimes involves the banks writing a check for the
consumer.Asecondformofonlinebillpaymentoccurswhenaconsumeraccessesacompanys
websiteandinitiatesapaymenttothecompanyforthebill.Thisformofpaymentcanbemade
bycreditordebitcardorbyACH,eitherperiodbyperiodorrecurringautomatically,thelatter
requiringonlyasingleonlinetransactiontosignup.Athirdformofonlinebillpaymentcanbe
mediated througha thirdparty,suchasapaymentprovider likePayPal.This formofonline
paymentissimilartoapaymentmadedirectlytoacompany(orindividual),butthepayment
provideractsasanintermediaryandmayofferadditionalpaymentoptions.
Wedidnotdistinguishamongthesedifferentformsofonlinebillpayment,leavingthe
surveyrespondentssome leeway indefining the term.Thus,aswithACH,we treatedonline
billpayment as apaymentmethod even though it is actuallynot apaymentmethod per se;
rather, the Internet is an electronicmedium used to facilitate various paymentmethods. In
future surveys, it might be better to distinguish more clearly among the various forms of
paymentmethodsthatcanbeinitiatedonline.
Finally,weneedtoclarifytheterminologyusedinthispapertodescribevariousaspects
ofpayments themselves.Weuse the termpaymentmethod todescribe thevariousmeans
thatconsumers(includingrespondents)canusetoeffectapayment;weusethetermformin
ageneralsense,asinthediscussionimmediatelyabove;andweusethetermpaymenttypeor
typeofpayment todescribe thekindofobligation that isbeingdischarged, forexample,a
mortgagepayment,autilitybill,aretailsalespurchase,etc.)
3. TheBostonFedConsumerPaymentSurvey
Thissectiondescribesthedesign,implementation,andsamplepropertiesoftheBoston
Fedconsumerpaymentsurveyconductedin2004.
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3.1 SurveyDesign
To begin,we conducted focus group interviews for threemonths in early 2003with
employeesof theBostonFed togainabetterunderstandingof the importanceof changes in
checkprocessingforFederalReservepaymentoperationsandofthegapsinknowledgeabout
consumers use of checks. These interviews, formal and informal, included the Banksmost
seniorofficerswithexpertiseinpaymentsandeconomicresearch. Twokeyfindingsemerged
clearlyfromtheinterviews:
Althoughmostobserverswerekeenlyawareofthedeclineincheckvolumebyearly
2003, the timingandmagnitudeof thecheckdeclinewerenot fullyanticipatedor
explained, suggesting theneed forgreaterunderstandingof theunderpinningsof
consumerdemand forchecksandotherpaymentmethods.Thisgap inknowledge
mirroredthe lackoffundamentalresearchonconsumerpaymentdemandnoted in
the introduction. It also stemmed in part from the fact that the Feds primary
customers are depository financial institutions (banks, for short), rather than
individual consumers, and neither the Fed nor banks had developed a sufficient
understanding of why consumers make their payment choices.16 Together, the
decline in check volume and the gap in knowledge about consumer payment
demandarecultivatingtheneedtodevelopgreaterinsightintoconsumerpayment
demandanditsimpactonallFederalReservepaymentoperations.17
It is impossible to design a proper survey of consumer behavior about a single
paymentmethod.Whenconsumersmakechoicesaboutbuyinggoodsandservices,
theyformrelativecomparisonsamongthesegoodsandservices,basedonpricesand
othercharacteristicsoftheproducts.Consumersdecisionsaboutpaymentsworkthe
16ThispointalsowasmadebyRichOliver,headoftheFederalReservesRetailPaymentsOffice,inhiskeynote address at the Boston Feds 2005 Consumer Behavior and Payment Choice conference. Oliveridentifiedfourstumblingblockstoeliminatingthegapofunderstandingbetweenbanksandconsumers,oneofwhichwastheneedtoaskconsumerswhattheywantintheirpayments.Infact,Olivernotedthattheconferencessurveyofparticipantspaymentpreferencesrepresentedthefirsttimein40yearsthathehadbeenaskedaboutpaymentsasaconsumer.Formoredetails,seeCrowe,Schuh,andStavins(2006).17The seriesofRetailPaymentStudies in the early 2000sdescribed inGerdes andWalton (2002) andGerdesetal.(2005)representoneimprovementinstrategicthinkingonthistopic.
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sameway.Thedecision towriteacheck isachoiceamongoptions,andassuch is
integrallyrelatedtothechoicetopaybyalternativemethods.
Thesetwofindingsinfluencedthesurveydesignintwoways:
The survey aimed to elicit informationprimarily about checkwriting behavior to
understandhowandwhyconsumerpaymentbehaviormattersfortheFed.
Although focused primarily on checkwriting, the survey also includes questions
about other common payment methods; specifically, it asked for pairwise
comparisonsofchecksversusotherpaymentmethods.
The result of these findings anddesign considerations is apayment survey that emphasizes
checks and FederalReserve operations to a greater extent thanwould a surveydesigned to
understandU.S.consumerpaymentbehavioringeneral.18
TheBostonFedconsumerpaymentsurveycontains55questionsofvarioustypesinthe
followingcategories:19
Generalcheckwritingbehaviorandattitudes[questions18];
Adoption and use of six noncash payment methods (checks, credit cards, debit
cards,ACH,onlinebillpayment,andSVC)[917];20
Threeyearretrospectivechangesinpaymentmethodusage[18];
Reasonsforsubstitutingotherpaymentmethodsforchecks[1922];
Typesofpaymentsmadeusingdebit,ACH,andSVC[2426];
Pairwise comparisons of noncheck payment methods, relative to paper checks,
alongsevenpaymentcharacteristics[2731];
Experiencewith check conversion toACH in retail stores,alsoknownaspointof
sale(POS),andcheckconversiontoACHforrecurringbillsmailedtoalockbox,also
knownasAccountsReceivableConversion(ARC)[3242];
Miscellaneouspaymentexperiences[4348];
18 Indeed, theversionofour survey implementedby theAARP excludes someof thequestionsmostrelevantfortheFederalReserveandmostdetailedaboutcheckwriting.19SeeTable1 for completedefinitionsofallpaymentmethodsaswellasallnew terms (for example,AccountsReceivableConversion).20Theomissionofcashfromthisgroupwasinadvertent.
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Reasonsfornothavingacheckingaccount[49];
Demographics[5054];
Openendedessayaboutcheckwritingdecisions[55].
Althoughthesurveyseeksprimarilytomeasureconsumersbehaviorandattitudesatapointin
time, it asks some retrospective questions to gain perspective on changes in attitudes and
behaviorovertime.Mostrespondentsreportedthattheytookaboutonehalfhourtocomplete
thesurvey.
3.2 SurveyImplementation
Wedistributed themainversionof thesurvey toallemployeesof theFederalReserve
SystemduringapproximatelysixweeksinJuneandJulyof2004.Itwasadvertisedasvoluntary
andrespondentswerepromisedcompleteconfidentiality.
Theprimary formof thesurveywaspostedby theBostonFedon the internalFederal
Reserve intranet,which isaccessiblebyemployeesof theBoardofGovernors,all12 regional
Banks, and all Bank branches. Each Federal Reserve District (plus the Board of Governors)
appointedarepresentative toworkwith theBostonFedsurvey team.However,each location
wasindividuallyresponsibleforpromotingthesurveyandencouragingparticipationamongits
ownemployees.Notsurprisingly,participationandenthusiasmvariedacrossFedlocationsfor
thisvoluntaryproject.Papercopiesofthesurveywerealsomadeavailabletoanextentthat
variedacrossBanks,butonly4percentofallsurveyswerecompletedinwriting.21
Althoughparticipation in thesurveywasvoluntary, itwasencouraged inat least two
ways.First,wemadeanunabashedappealtoemployeesloyaltytotheFed,citingthechanges
inFederalReserveemploymentandtheneedtounderstandthepaymentstransformation.Most
employees who provided feedback indicated that loyalty, duty, and a desire to help the
Systemespecially a desire to help employees in checkprocessing operationswere highly
motivating factors.Second, theBankalsosponsoredamodestraffledrawingas incentive; the
21Theavailabilityofpapersurveyswasanimportantissuebecausecomputeraccessisnotuniformacrossall jobswithin theFederalReserve.Employees in jobswith lesscomputeraccess tend tobeamong themostunderrepresenteddemographicgroupsoftheFeduniverse(younger,withlowerincomesandlesseducationthanothers).Thus,broaderavailabilityofpapersurveysmayincreasesamplerepresentation.However,distributionandcollectionofpapersurveys isalsomuchmorecostly(especially intimeandlabor)thanisthecasewithelectronicsurveys.
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top prizes were valued at about $25, and participants had a 4.7 percent ex post chance of
winningaprize.22
3.3 SampleProperties
Nearly one in four Federal Reserve System employees participated in the consumer
paymentsurvey.A totalof5,344Fedemployeesresponded to thesurvey,5,110electronically
(96percent)and234bypaper,aresponserateof24percent.23Thisrateisconsiderablyhigher
thantherateobtainedbysomeprivatesectorfirmsthatconductvoluntaryconsumerpayment
surveysdesignedtoberepresentativeoftheU.S.population.24
Surveyparticipationwasunevenacross the regionsof the country. The toppanelof
Figure 2 compares the Fed survey responses with the regional distribution of the U.S.
population.25 The distribution of survey responses generally reflects the U.S. population
distributioninallbutfourDistricts:MinneapolisandKansasCityareoverrepresented,andSan
Francisco andAtlanta are underrepresented.26 If variation in respondents payment behavior
acrossDistrictsdiffersfromvariationinU.S.consumerspaymentbehavioracrossDistricts,the
Fedsurveyresultswillbesubjecttobias.
Even if thegeographicalvariation of respondents accurately reflects thegeographical
variationofconsumersintheserespects,theunequalrepresentationofDistrictsmaybeasource
of additional geographical bias. Gerdes and Walton (2002) and Gerdes et al. (2005) find 22InMayandJuneof2003,wealsoconductedaverysimilar,butslightlyshorter,versionofthesurveywithBostonFedemployeesaswellas several testversionsprior to thatwith smallgroups.Themaindifferencesbetween the two surveyswere: 1)mostof theBostonFed 2003 surveywas conductedviapapercopies(64percent)rather thanelectronically;and2) the topprize in theBostonFed2003surveyrafflewasafreevacationday,considerablymorevaluablethan$25.23Unfortunately,1040 electronic responseswere lostdue to technicaldifficulties inBoston,but 329ofthese lost responses (32percent)were replacedbyemployees taking the surveya second time.Theseemployeeswereofferedanadditionalrafflewitha19.6percentexpostchanceofwinning.Resultsfromtheemployeeswhoretookthesurveyclearlymaybebiasedforseveralreasons,butwecanidentifytheseresponsesandcontrolfortheirpotentialbiases.24Forexample,theABA/Dove(2005)surveyresponseratewasabout6percentforpapersurveys(therateforemailsurveysisnotknown).25TocreatepopulationbyFederalReserveDistrict,wemadetwosimplifyingassumptions:1)TheBoardof Governors (Washington, DC) was included in the Richmond District; and 2) population in statesservedbytwoReserveBankswasdividedevenlybetweenthetwoDistricts.26ThetoppanelofFigure2usesthetotalusablenumberofsurveystocalculatetheFedSurveynumbers(thatis,itdoesnotincludethelostsurveysdescribedinfootnote22).MostofthelostsurveyswereintheSanFranciscoDistrict;thisexplainsmuchofthatDistrictsrelativelylow(usable)responserate.
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statisticallysignificant regionaldifferences incheckwriting; forexample, theMidwest region
writesmorecheckspercapitathantheotherthreeregionsthattheseauthorsstudied.However,
this evidence is for total checks (including those of businesses), not just for consumer
(individual) checks, and thus it is not comparable to the Fed survey estimateswe report in
Section4.Althoughwefindregionalvariationinpaymentbehavior,FederalReserveBanksdo
not provide representative sampling of the regions in which they are located and thus are
unsatisfactoryindicatorsforregionalanalysis.27
ParticipationwasalsounevenacrosstheFederalReserveSystem,inaslightlydifferent
manner.ThebottompanelofFigure 2plots theperemployee response ratesand theusable
responserates(excludinglostsurveys)byFederalReserveDistrict,aswellasthetotalSystem
responserate.Participationwasgreatest inMinneapolis (51percentrate)andKansasCity (46
percentrate),andgenerallyaboveaverageinmostMidwestdistricts.Participationwaspoorest,
intotalandrate,attheBoardofGovernorsinWashington,DC.
Inadditiontogeographicregion,fourotherdemographiccharacteristicsfromthesurvey
areavailabletogaugetherepresentativenessoftheFedsamplerelativetotheU.S.population:
age, education, income, and home ownership, which proxies for wealth. Figure 3 plots the
distributionsofeachofthesecharacteristicsforFedrespondentsandfortheU.S.population.
AGE:FedrespondentsareolderthantheU.S.population.MostFedrespondentsare
middleaged(3555)employeesfromaheavilywhitecollarindustry;asaresult,the
relatively young and relatively old are underrepresented, especially the youngest
(1825).
EDUCATION:AbouttwothirdsofFedrespondentshaveacollegedegreeorsome
highereducation,comparedwithonlyaboutonefourthoftheU.S.population;asa
result, consumers with a highschool diploma or less education are vastly
underrepresentedinthesurvey.
INCOME: In part because of these age and educational advantages, Fed
respondents tend to have much higher household incomes than U.S. consumers 27Moreover,wefindconsiderableheterogeneitywithinthebroaderregions.FiveReserveBankDistrictsare included intheMidwestregiondefinedbyGerdesandcoauthors,andourestimatesofcheckspercapitapermonthrangefrom9.3to13.2acrossthoseDistricts(theSystemaverageis10.5).
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generally.28 About half of Fed respondents have annual household incomes of
$75,000 or more, about twice the share of the total population with such high
incomes.
HOMEOWNERSHIP(WEALTH):Fedrespondentsaremorelikelythanthegeneral
populationtoownahome(82percentvs.67percent).
Like the regional imbalances, thesedemographicdifferenceswillcontribute tobias in the
aggregate survey results if consumer payment behavior is systematically related to
demographics.
3.4SurveyQuestionTypes
Manyofthesurveyquestionsarestraightforward,singleresponsequestions,butsome
ofourotherquestionsaredesigned togainanunderstandingofwhy consumersmake their
payment choices; these latter questions readily admit multiple responses. For example, we
askedrespondentswhodonotusecertainpaymentmethodstoexplainwhytheydonot,and
onecaneasily imaginemultipleanswers to this typeofquestion.Surveydesignershave two
basicchoiceswithregard tomultipleanswerquestions:1)providea largenumberofreasons
andallowrespondentstochoosemultiplereasons;or2)askopenended,essaytypequestions.
Openendedquestionsgenerallyarepreferable foranumberofreasons; forexample, theydo
not lead respondents toanswersand theyallow for responses that thesurveydesignersmay
nothaveconsidered.However,openendedquestionsaremoredifficultandtimeconsumingto
handleindataanalysis,andtheyrequirethesurveyanalyststointerpretrespondentsanswers,
leaving open the possibility of subjective interpretation and the introduction of errors and
biases.Forthisreason,weoptedprimarilyformultipleresponsequestionswithpredetermined
answers.
Having chosenmultipleresponsequestions,we thenhad todecidewhetherornot to
design the response format to elicit the relative importance (orweight)of each respondents
multipleresponses.Oneoptionisordinalranking,whichwouldrequirerespondentstolistthe
orderof importanceofeach response (from1 to the totalnumberof responses, forexample). 28 The income data are in nominal terms (2004) and not adjusted for costofliving differences acrossregions.MostFederalReserveemployeesworkinlargemetropolitanareasthattendtohavepopulationswithmuchhigherincomesonaveragethantherestofthecountry,especiallyontheEastandWestcoasts.
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However, ifone responsewas farmore important thanall theothers, this formatwouldnot
provide that information.Anotheroptionwas toaskrespondents torateeachresponseonan
absolute scale of importance (from 1 to 10, for example). After considering the additional
complexityandburdenofelicitingrelativeimportance,weoptedtouseunweighted,multiple
responsequestions.
In analyzing the results of these unweighted, multipleresponse questions, we
examined the data from two different perspectives. For some questions, we were most
interested in knowing the distribution of choices among respondents; for example,wemight
wanttoknowwhatpercentageofrespondentscitedconcernsaboutsafetyasabarriertotheuse
ofanelectronicpaymentmethod.Forotherquestions,weweremostinterestedintheintensity
of response to each choice. For this latter set of questions,we looked at the distribution of
responses among the possible choices, for example, what percentage of responses identified
convenienceasafactorininfluencingrespondentschoiceofpaymentmethod.Thepercentage
ofresponsesprovidesacrudemeasureoftherelative importanceofaresponse,although it is
clearlyinferiortothedirectweightingalternativesdiscussedintheprecedingparagraph.
4. WhatConsumersUseWhenTheyPay
This section reportsbasic resultsonFed respondents typicalpaymentbehavior,asof
June2004.Thesurveyaskedrespondentswhatpaymentmethods theyhadadoptedandhow
theyusedthepaymentmethodsingeneral,andinspecificpaymentsituations.Becausemuch
ofthiswhatbehaviorhasbeenmeasuredinother,morerepresentativesurveys,wecompared
ourresultswiththesebenchmarksurveystohighlightpotentialbiases intheFedsample.The
main benchmarks for the generalpayments questions are the Survey ofConsumer Finances
(2001, 2004) and the Michigan Survey of Consumers (2003). For more detailed payments
questions,thesurveysbytheABAandDove(2003,2005)arethebenchmark.29Wealsoprovide
demographicallycorrectedFedresultstocheckforbiases.
29SeeAnguelov,Hilgert,andHogarth(2004)formoredetails.
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4.1 PaymentMethodAdoption
The survey begins with several questions (28) about checking accounts.30 Fed
respondentsareconsiderablymorelikelythantheU.S.populationtohaveacheckingaccount.
Nearlyallhaveone(99percent),asshowninTable2,comparedwithfewerthan90percentof
the general population. There are two reasons for this disparity. First, Fed employees are
employed,and theunemployedandnonparticipants in the labor forceare less likely tohave
(or need) a checking account. Second, the Fed has been particularly aggressive among
employers in requiring their employees to sign up for direct deposit of their pay; thus Fed
employeesmusthavecheckingaccounts.31Forthesereasons,demographicadjustmentstothe
Fed checking account adoption ratedo not alter the responsemuch. Interestingly, however,
only 49 percent of Fed employees with a checking account earn interest on their checking
accountbalances(question3).
Amongthosewhodonothaveacheckingaccount,theFedrespondentsaremuchmore
likely to eschew them because theydo not need one, rather than for other reasons.Table 3
shows that53percent (20of the38)Fedrespondentswithoutacheckingaccountreportedno
need for one,muchhigher than the 5percentbenchmark results.Because respondentswere
allowedtorespondmorethanonceintheFedSurvey(andonlyonceintheothersurveys),this
comparisonmay not necessarily suggest that having no need for a checking account is Fed
respondentsmost importantreason fornothavingacheckingaccount.Fedrespondentsmay
actuallyweight thereasons foreschewingchecksdifferently than theoverallU.S.population.
Forexample,theseFedrespondentsarelikelytobemorecomfortablethantheU.S.population
atlargeindealingwithbanks(presumablybecausetheyworkforone).
Unfortunately,weinadvertentlydesignedthesurveytoexcluderespondentswholacka
checkingaccount fromanswering theremainingquestions in thesurvey.Consequently,allof
theremainingstatisticsinthispaperarebasedonrespondentswhodohaveacheckingaccount. 30Thesurveydidnotdistinguishbetweentraditionaldemanddepositcheckingaccountsatcommercialbanksandmoneymarketaccountsthroughinvestmentbrokers.AnecdotalevidencesuggeststhatsomeFed employeesmay have only the latter type of checking account; the other surveyswere clearer inaskingabouttraditionalcheckingaccounts.31AsmallpercentageofFedworkerstemporary, itinerant,contractors,and the likemaybeexemptfromdirectdeposit,makingthetotaladoptionrateslightlylessthan100percent.
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Fortunately,asnotedabove,99percentofrespondentsdohaveacheckingaccount (however,
applicationof thissurvey toarepresentativesamplewouldbeevenmoreproblematic in this
regard).
Amongthosewhodohaveacheckingaccount,Fedrespondentsaremorelikelythanthe
overallU.S.populationtoadoptalloftheothernoncashpaymentmethodsexceptstoredvalue
cards,asshownintheremainingrowsofTable2.32Respondentsaresomewhatmorelikelyto
adopt credit and debit cards and online bill payment. Demographic adjustments actually
increasethedebitcardadoptionestimatesslightly,makingthemevenmoreupwardlybiased.
Income and education adjustments, however, help to explain some of Fed respondents
relativelyhighadoptionofcreditcardsandonlinebillpayment.RespondentstotheFedsurvey
aremore likely thanrespondents to theothersurveys touse (preauthorized)ACHpayments
for somebillsbyawidemargin (71percentversus4447percent).Even though incomeand
education adjustments reduce the bias a bit, Fed respondents clearly areunusually frequent
ACHusers.This result likely reflects theirmuchgreater familiaritywith, and trust in,ACH
paymentsthanisthecasefortheU.S.populationoverall.
Themost strikingdifference betweenFed employeeswith checking accounts and the
U.S.population is in theadoptionofstoredvaluecards,whereFedrespondentsare less than
halfas likely (35percentversus73percent) toadopt the technologyevenafterdemographic
adjustments. In fact, only 5 percent of Fed respondents even use the storedvalue cards
availabletotheminternallyattheirownFedlocation(question26).Threequalificationsapply
to thisresult.First,withonlyonebenchmarkestimateofpopulationadoptionofstoredvalue
cards(2003MichiganSurvey),thisresultshouldbeviewedwithcaution.Itispossiblethatthe
responses to the twosurveysdifferbecauseof theway termsweredefinedorquestionswere
32Inthefollowingdiscussionofdemographicallyadjustedstatistics,itisimportanttounderstandthatfordemographicweightingtohaveaneffect,twoconditionsmusthold:1)thegroupmustbeundersampledbyalargeamount;and2)thegroupmusthaveverydifferentbehaviorfromtherestofthepopulation.Thus,wefindthatweightingbyeducationorincomehasamuchlargereffectthenweightingbyhomeownershiporage.SeeMester(2006)fordatafromtheSCFonpaymentmethodadoptionratesfrom19952004.
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asked.33Second,asweexplain further inSection6, theoverallFedadoption rates forstored
valuecardsmaybeconsiderablylowerthanadoptionratesatindividualFedlocationsifsome
locationsdonothavethecards.Finally,aswithotherpaymentmethods,therecouldberegional
differencesmoregenerallyinstoredvaluecardadoption.
4.2 PaymentMethodUse
Paper checks still represented the single largest payment method in terms of
transactionsvolumeforFedrespondentsin2004,butthevolumeofallelectronicpaymentsfar
exceededcheckswritten.Checksrepresented30percentofallmonthlynoncashtransactions,as
shown inFigure4,whereaselectronicpaymentsaccounted for70percent.Because thesedata
on payment use were collected from memory rather than from observed or recorded
transactions,aconcernarisesabouttheaccuracyoftheseresponses.Fedrespondentswhowrite
checks (that is,99percentofallrespondents)stated that theywriteanaverageof10.5checks
eachmonth.Thisestimateislessthantheestimateof12.1(notshown)inferredfromABA/Dove
(2005)survey,whichalsoreliesonrespondentsmemoriesandwasobtainedayearlater.34
Whenconsideringallrespondents(maroonbars,Figure4)thatis,bothusersandnon
users of payment methods togetherthe noncheck payment methods were used less
frequentlythanchecks,butuseofdebitandcreditcardswasnearlyascommon.Debitcarduse
for all respondents averaged 9.4 transactions per month, and credit card use averaged 8.5
transactions per month. Respondents used newer emerging payment methods much less
frequently.OnlinebillpaymentandACHwere themore commonof these,averagingabout
threetransactionspermontheach,whilestoredvaluecardswereusedonaverageaboutonce
33TheMichigansurveysaid:Prepaidcardsarecardsthatcontainastoredvalue,oravaluethathasbeenpaidupfront,allowingyou touse thecardmuch likecash.Asyouuse thecard, theprepaidvalue isdrawndown.Examplesofprepaidcards includephonecards,giftcards,andstudentcards.Haveyoueverhadorusedaprepaidcardorboughtoneasagift?TheBostonFedsurveysaid:StoredValueCardAplasticcardthatstoreselectronicdataondollarvalues.Oneexampleisaprepaidphonecard.Otherexamplesincludegiftcardsfromstores likeMacys,HomeDepot,orStarbucks.IftheMichigandefinition were clearer or easier for respondents to understand, it might have increased Michiganrespondentslikelihoodofacknowledginguseofstoredvaluecards.34TheABA/Doveestimatewasobtainedfromthedataonthepercentagesofcheckswrittenforpaymentsinstore (retail),online,andbills.Although thisestimatemayundercount checkswritten if consumerswritethemformanyothertypesofpayments,theresultsmaystillgiveageneralideaofthecomparisonbetweenthetwosurveypopulations.
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per month. Thus, checks, debit cards, and credit cards accounted for the vast bulk of
respondents paymentsabout 28 per month compared with about seven per month for
emergingpaymentmethods.Note that these selfreportedmonthlypayments imply that the
typicalrespondentismakingslightlymorethanonepaymentperday(roughly35permonth);
unfortunately,wedonothaveindependentinformationtoverifytheaccuracyofthisnumber.
Looking by payment method only at respondents who have adopted each method
(yellowbars,Figure4),we find,notsurprisingly, that the incidenceofuse issomewhatmore
evenly divided across the spectrum of payment methods. Most notably, respondents who
adoptedadebitcard tend touse itmuchmore frequently thananyotherpaymentmethod is
usedby itsadopters (14.7 transactionspermonthonaverage). Inaddition, respondentswho
adoptedonlinebillpayment tend touse itaboutseven timespermonthonaverage,arateof
useapproachingthatoftheothermostcommonmethodsbytheiradopters.Respondentswho
adoptedACHorastoredvaluecardtendtousethemsubstantiallyless(aboutfourtransactions
permonthonaverage).Thus,evenamongusersofemergingpaymentmethods,wefindthe
useofthesemethodsisstillrelativelyinfrequent.Thereasonforthelowintensityofuseamong
usersoftheseemergingpaymentmethodsisunclear.Probably,itisexplainedpartlybylow
demand by respondents andpartly by limited supply, since formany types of transactions,
thesemethodsaresimplynotavailableoptionsatthepresenttime.
4.3 PaymentChoicesbyVenue
Oneof themost striking findings,andone thatmakes it clear thatagreatdealmore
study will be needed to gain a full understanding of consumer payment choice, is that
consumers payment choices are quite heterogeneous, varying by venue (retail store or
whatevervenueisusedforrecurringbillpayment),andwithinagivenvenue,bybillpayment
typeand(forretailstorepayments)bypaymentamount.
4.3.1 PaymentChoicesatRetailStores
Although checks are themost common paymentmethod overall, at retail stores Fed
respondents most often choose a debit (36 percent) or credit (31 percent) card to make
payments,asshown inFigure5. In fact,only12percentofFedrespondentsmakemostretail
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paymentsbywritingchecks.Comparingour resultswith themore representativeABA/Dove
survey results, we see that Fed employees tend to favor checks more than does the U.S.
population(12percentversus7percent),andtousecashless(21percentversus26percent).But
overall,theresultsaresimilar.
Interestingly, Fed respondents use of payment methods at retail stores is far from
uniformacrosspaymentamounts,asshown in theremainingbarsofFigure5.35Forpayment
amountsbelow$20 (alsocalledmicropayments),cash isstillking (51percent).Formedium
sizedpayments ($2050),debit cardsaremost common (46percent),and for largepayments
(amountsabove$50),creditcardsaremostcommon(48percent).Oneshortcomingofthestudy
isthatthesurveydidnotobtainenoughinformationtodistinguishbetweenuseofcreditcards
forcredit(borrowingwithrepaymentovertime)anduseofcreditcardsfordeferredpayment
(interestfree loanornegative float)or incentives. In any case,payment size appears tobe a
factorinrespondentspaymentchoices.
4.3.2 PaymentChoicesforRecurringBills
Checksarestillthedominantpaymentmethodforrecurringbills,asshownintheupper
panelofFigure6,butrespondentstobothsurveysalsouseothermethods.Eightythreepercent
ofrespondentstotheFedsurveyand72percentofrespondentstotheABA/Dovesurveywrite
checkstopaysomebills.ACHpaymentsarethenextmostcommonamongFedrespondents,
followedbyonlinebillpaymentandcreditcards.Comparedwith theABA/Doveresults,Fed
respondents appear to be roughly representative ofU.S. consumers in their checkwriting.36
Heterogeneity of payment choice is evident from the data on payment choice (of Fed
respondents)bytypeofbillpayment,asshowninthebottompanelofFigure6.Abouthalfof
allrespondentspaytheirhousing,telephone,cable,andinsurancebillsbycheck,butonlyone
thirdofrespondentspaytheirInternetserviceprovidersbycheck.TheuseofACHpaymentsis
relativelywidespreadforhousing,insurance,andloanpayments,butrelativelyunpopularfor
telephone and cable bills. Roughly onethird of respondents use credit cards to pay their
Internetserviceproviders,butnomorethanaboutonetenthofrespondents(andinsomecases
35Wedonothaveresultsfromarepresentativesurveyagainstwhichtocomparetheseresults.36CreditcardswereexcludedfromtheABA/Dovesurvey.
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hardly any) use this method to pay other bills. Understanding the root causes of this
heterogeneityinconsumerpaymentsacrossrecurringbilltypesisachallenge.
5. WhyConsumersPaytheWayTheyDo
Becauseourprimarygoalistodevelopabetterunderstandingofwhyconsumersmake
thepaymentchoicestheydo,asignificantportionoftheBostonFedconsumerpaymentsurvey
contains two types of questions designed to elicit this information. One type of question
exploreschangesinthewayconsumersmakepayments,askingthemwhatchangestheymade
and why. A second type of question explores the fundamental characteristics of payment
methodsthatlikelyinfluenceconsumersdecisionstoadoptandusethemethods,andseeksto
understand whether these characteristics are consistent with actual payment behavior. The
remainder of this section examines these two important dimensions of consumer payment
behavior.
5.1 ChangesinConsumerPaymentBehavior
Ideally,changesinconsumerpaymentbehaviorwouldbemeasuredusinglongitudinal
surveysinwhichthepaymentbehaviorofthesameconsumerswasfollowedconsistentlyover
time.However,because theBostonFedpaymentsurveywasoriginally intended tobeaone
time survey, we designed some retrospective questions to try to obtain information about
changesinindividualconsumerpaymentbehaviorovertime.Themostdirectquestionofthis
kindasked respondentswhether theyuse fewer,more,or thesamevolumeofeachpayment
method compared with three years earlier in June, 2001 (question 18). Followup questions
asked respondentswho said theywerewriting fewer checks than in thepastwhatpayment
methods theyhad substituted for checks, andwhy theyhad chosen thesemethodsboth in
generaland for retailor recurringbillpayments (questions1923,4446,and48).Additional
queries asked about payment method substitution, specifically for retail and recurring bill
payments.
5.1.1 ChangesinPaymentMethods:FromPapertoElectronics
Most respondents use of checks (for all types of payments) had declined over the
preceding three years, and their use of electronic payments had increased commensurately.
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Figure 7 shows that 64percent of respondentswhowrite checks reportedhavingdecreased
theiruseofchecks inthepastthreeyears,andonly8percentreportedhaving increasedtheir
use,withtherestreportingaboutthesameuse.37
The largest increases intheuseofelectronicpaymentsoccurred inonlinebillpayment
andtheuseofdebitcards.EightyfourpercentofFedrespondentswhouseonlinebillpayment
increasedtheiruseofthatmethod,77percentofusersofdebitcardsincreasedtheiruseofdebit
cards,andfewerthan5percentofusersofeachofthesetwopaymentmethodsdecreasedtheir
useofthemethodinquestion.JustoverhalfofFedrespondentswhouseACHreportedhaving
increased theiruseofACH,withonlyonepercent reporting reduction in theiruseofACH.
Fortythree percent of users of storedvalue cards reported increased use of those cards,
althoughhalfreportedthattheirusehadnotchanged.
Ontheotherhand,usersofcreditcards,amoretraditionalandpreviouslymorewidely
usedtypeofelectronicpayment,reportedthattheyhadnotincreasedtheiruseofcreditcardsin
the past three years. Thirtyfive percent of respondents who used credit cards reported
increasedcreditcardusage,with42percent indicatingnochange,and24percentreportinga
decline.
5.1.2 ReplacementofChecksbyElectronicMethods,byBillPaymentTypeandValue
Electronicpayments are replacing checks in retailpayments and in awidevarietyof
recurring bill payments, as shown in Figure 8. Mortgage and rent payments are the most
common recurring bills forwhich Fed respondents eliminated checkwriting completely for
each given payment type and switched to electronic payments for that payment type (39
percent).Amongrespondentswhoswitchedfromwritingchecks,about30percentswitchedto
electronicstopaytheircreditcards,utilities,andinsurance,and22percentdidsofortelephone
bills.However,ofthosewhoswitchedfromwritingcheckstoelectronicpaymentmethods,only
14percent switched for their retailpurchases. In eachof these cases, the surveydatadonot
indicatedirectlywhetheralowpercentageindicatesthatconsumersaresubstitutingelectronic
paymentsforchecksbecausetheelectronicpaymentoptionshavebecomemoredesirableand 37 The results are quite similar for retail purchases only. Sixtyfive percent of respondents reportedwriting fewerchecks for retailpayments than theydid threeyearsearlier,with31percentwriting thesameamountandonly4percentwritingmore(question45).
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feasible,orwhetherconsumerswerealreadywritingfewerchecksforthesepaymentsthanthey
hadthreeyearsearlier.Theformerseemsmorelikelyformanytypesofbillpayments(only6
percentofrespondentswrotemorechecksforbills,accordingtoquestion48);the latterseems
more likely for retailpurchases (65percentof respondentswrite fewerchecksat retail stores
thanformerly,accordingtoquestion45).
Changes in retail payments from checks to electronic payments were not uniform:
Respondentswhowrote fewer checks for retailpayments comparedwith threeyears earlier
chosedifferentelectronicpaymentmethodsdependingonthevalueoftheretailtransaction.38
Figure 9 shows what other payment methods respondents used as their checkwriting
decreased.Results for these changes in payment behavior between 2001 and 2004 are quite
similar to the resultsdepicted in Figure 5 for respondentspayment behavior in 2004.Most
respondentswho reduced theiruse of checks primarily replaced checkswith cash for small
purchasesunder$20 (43percent), followed closelybydebit cards (41percent).Formedium
sizedpurchasesof$20to$50,nearlytwothirds(62percent)ofthosewhoreducedtheiruseof
checks primarily substituted debit cards, with 31 percent using credit cards. But for large
purchasesover$50,onlyabouthalfofallrespondentswhoreducedtheirpapercheckwriting
optedfordebitcardsinstead,whilealmostasmany(48percent)chosecreditcards.Thosewho
reducedtheiruseofchecksmostdefinitelydidnotchoosestoredvaluecardstoreplacechecks
foranysizepurchase,andtheychosecashforsmallpurchasesonly.
It isdifficult tounderstandwhyconsumerschange theirpaymentmethods ingeneral,
andevenmorecomplextounderstandwhytheshiftinpaymentchoicedependsonthetypeof
bill and the value of a payment. Still,we offer some possible explanations.With respect to
payments in general, it may be that the convenience of setting up automatic payments for
recurringbillsisseenasastrongeradvantagethantheconvenienceofpayingelectronicallyat
retailstores.Withrespecttopaymentsatretailstores,itmaybethatconsumersdonotincrease
theiruseof cash as they reduce theiruseof checks for larger (>$20)purchasesbecause they
wanttoavoidcarryingagreatdealofcashasaresultofsecurityconcernsorotherreasons.The 38Here,Respondentswhowrote fewer checks, refers to any respondentwho simply reduced checkusageforretailpurchases,whereasthediscussioninthepreviousparagraphdealswithrespondentswhoeliminatedcheckwritingentirelyforagivenpaymenttype.
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shiftfromcheckstocreditcardsforlarger(>$20)purchasesingeneralmaybeexplainedpartly
byloyalty(reward)programs.However,thefactthatthischeckstocreditcardsshiftisgreatest
for the largest purchases (>$50) is more difficult to understand fully without separately
identifying respondents use of credit cards to borrow money to pay for these very large
purchases.Moreover,formediumsizedretailpurchases,averyhighpercentageofthosewho
reduced theiruseofcheckschosedebitcards instead (62percent).Thisraises thequestionof
whytheserespondentsdonottakeadvantageoftheinterestfreeloanandincentivefeaturesof
creditcardsforthesepurchases,too.Perhapstheyareguardingagainstoverdraftsorbuilding
updebt.Thevarietyandcomplexityofpossibleexplanationsforconsumerbehaviorpayments
behaviorhighlightstheneedforfurtherresearch.
5.1.3 WhyDidRespondentsSubstituteElectronicPaymentsforChecks?
Whatexplains thegeneral shift frompaper checks toelectronicpaymentmethods for
retail purchases and recurring bills? Respondents reported that convenience and various
elements of cost were the primary influences on their decisions to substitute electronic
payments for checks, as shown in Table 4. Note, however, that the term convenience is
somewhatvague,bothinherentlyandbecauseitwasleftforrespondentstodefinesubjectively.
Asonlyoneresponsewasallowedandbecausethedefinitionofconveniencemayvaryacross
respondentsandmayoverlapwithothersimilarterms,interpretingtheresponsesissomewhat
difficult. In future research, a more granular definition of the characteristics of payment
methodsmayshedadditionallightonwhyconsumersasawhole,andbydemographicorother
characteristics,shiftfromcheckstospecificalternativepaymentmethods.
Foronlinebillpayment,whichshowedthelargestincreaseinuse,severaldiversefactors
promptedFedrespondentswhoswitchedfromwritingcheckstoelectronicmethodstochange
theirpaymentmethod.Respondentsswitchedfromcheckstoonlinebillpaymentsbecausethey
found that it is faster (22percentof responses)andgenerallymoreconvenient (21percentof
responses) to pay bills online. In addition, the greater ability to control the timing of their
payment (20percentof responses), saveonpostage (19percentof responses), and enjoy the
recordkeepingbenefitsofonlinebillpayments(13percentofresponses)wereallinfluentialin
thedecisionsofrespondentswhomadetheswitchfromcheckstoonlinebillpayment.
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ThereasonsforswitchingfromcheckstoACHweresimilartothereasonsprovidedfor
switching to online bill payment. Convenience, lack of mail hassles, and not having to
remember to pay the bill each month were reasons cited in 19 percent of responses of
respondentswhoswitched,whilecostsavingssavingmoneyonpostageand theabsenceof
feeswereslightlylessimportantinthiscase(16percentofresponses).
Thirtyseven percent of the responses indicated that convenience was a factor for
respondentswhoswitched fromchecks todebitcards,while18percentof responsesshowed
cost (saving money on checks) as an influencing factor on respondents decisions. Thirteen
percentofresponsesindicatedthatbetterrecordkeepingwasafactorinrespondentsswitching
from checks to debit cards.Almost onethird of responses indicated that use of debit cards
increasedsimplybecausemorestoresnowacceptthemthanpreviously(asupplysidereason).
Conveniencewas also citedmostoftenby respondentswho switched from checks to
creditcards,butseveralaspectsofcreditcardcostwerecitedrelativelyfrequentlyaswell.The
abilitytobuynowandpaylater(17percent)makesthecreditcardpaymentanimplicitinterest
free loan.Incentives(rewards),suchasmileage,points,orcashback,promotedbycreditcard
use(15percent)alsoreducethenetcostofcreditcardpayments.Theseexamplesofcostsavings
arereductions in the fulleconomiccostof thepaymentmethod,notoutofpocketcashcosts.
However,savingmoneyonpostage(11percent),anoutofpocketcashcost,alsowasimportant
tosomerespondents.
5.2 DeterminantsofPaymentChoice
A consumersdecision to adopt anduse aparticularpaymentmethod is likely tobe
basedheavilyon the fundamental characteristics embodiedby thatpaymentmethod. In this
regard,theconsumerspaymentchoiceisessentiallynodifferentfromotherchoicesconsumers
maketouse(buy,orconsume)anyothertypeofgoodorservice.However,unlikethecaseof
consumptionofgoodsandservices,verylittleattentionhasbeenpaidthusfartothestudyof
paymentcharacteristicsandtherolethattheyplayinconsumerschoicesofpaymentmethods.
This subsection offers three types of evidence on the fundamental characteristics of
paymentmethodsthatinfluenceconsumersdecisionstoadoptandusevariousmethods.First,
for respondents who do not adopt a payment method, we describe the main barriers they
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reportedtotheadoptionofpaymentmethods.Thesebarrierssuggestimportantcharacteristics
thatdiscouragecertainconsumersfromadoptingpaymentmethods.Second,wedescribehow
respondentsrateeachpaymentmethod,relativetochecks,withrespecttosevenfundamental
characteristics. Relative characteristics of payment methods can vary widely across
respondents, even within demographic categories, because of actual heterogeneity in the
paymentcharacteristicsattheindividuallevel.However,asweexplaininmoredetaillater,the
assessments of relative characteristics reported by respondents may differ from the actual
relativecharacteristicsof thepaymentmethodsforavarietyofreasons.Third,wepresenta
relatively simple comparison of respondents actual payment behavior with their reported
assessmentsofrelativepaymentcharacteristics.
5.2.1 BarrierstoAdoptionofPaymentMethods
Many respondents are now using electronic payment methods instead of checks for
sometransactions,andtheygaveusnumerousreasonstoexplainwhytheyswitched.Butwhy
arentmorepeoplemakinggreateruseofelectronicpaymentmethods?Foreachmethod,we
askedrespondentstocitethereasons,orbarriers,fornotadoptingtheparticularmethod.(This
was a multipleresponse question where we allowed respondents to select more than one
choice.)
Barriers to adoption vary considerably across payment types for two reasons, as
illustrated inTable5.39First, the rangeofpossiblebarriers isnot the same foreachpayment
typebecausesomebarriersarenotapplicabletocertainpaymentmethods(reflectedbymissing
values in a row). Second, the relative importance of the barriers is not the same for each
payment typeor foreachconsumer.Thecolorcodingof thebarriers indicates theirdegreeof
importance,asmeasuredbythepercentageofresponsescitingthebarrier.Redbarriersarethe
mostimportant(morethan15percentofresponses),andwhitebarriers,theleast(5percentor
fewer),withorangeandyellowinbetween.Inassessingtheimportanceofbarrierstopayment
methodadoption,thereadershouldbearinmindtheadoptionrateofeachmethodfromTable
39Table5isderivedfromquestions1017.Thenumbersinthetablearethepercentagesofresponsesthatcite the barrier as a factor (row) for respondents who do not use the payment method (column).Respondentswereallowed tochoosemore thanonebarrier.Forresultson thebarriers in termsof thepercentagesoftotalrespondents,seethesurveyresultsfiles.
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2,which(excludingchecks)variesfrom86percentforcreditcardsto35percentforstoredvalue
cards.Thus,themostimportantbarriertotheadoptionofstoredvaluecardslikelyhasagreater
effectonoverallconsumerpaymentchoicethandoesthemostimportantbarriertotheadoption
ofcreditcards.
Scanning the columns of Table 5, one can see that the most important barriers to
adoptionvaryacrosspaymentmethods.Althoughsomemethodssharesimilarbarriers,notwo
paymentmethodshavethesamemostimportantbarrier,andeachpaymentmethodhasamost
importantbarrierthattheothersdonot.Themostimportantbarrierstocreditcardusearethe
amountofdebt in thehousehold (38percentof responses)and interestand feeexpenses (32
percentofresponses)oroutofpocketcost.Fordebitcards,thebarriersaremuchmorevaried,
withfiveratedasmostimportantorsecondmostimportant(atleast11percentofresponses).
Interestingly,twoelementsofthecostofcreditcardshaveoppositeeffectsontheadoptionof
debit cards. Incentives,whichmake credit cards cheaper relative todebit cards, are themost
important barrier to the use of debit cards (19 percent of responses), but interest and fee
expenses,whichmakecreditcardsdearer relative todebit cards,are tied for thirdplacewith
theftandmisuse,amongbarriers to theuseofdebitcards (13percentofresponses).Concern
abouttrackingpayments(14percentofresponses)isthesecondmostimportantbarriertodebit
carduse.ThemostimportantbarriertotheuseofACHpaymentscitedbynonusersofACHis
concernaboutoverdrafts(20percentofresponses),withconcernaboutthelackofflexibilityin
timing ofpayments coming in second (16percent of responses).Not surprisingly, themajor
concernsrelatedtoonlinebillpaymentswereprivacyandsecurity(22percentofresponses)and
theft(19percentofresponses).
Theseresultsonadoptionofpaymentmethodssuggestthatthebarriersaresodifferent
among theelectronicpaymentmethods that it isunlikely thatanysingle improvement to the
payments system will encourage consumers to increase their use of electronic payments in
general.However,respondentsgenerallywouldbewillingtouseelectronicpaymentsmore if
thespecificbarriersthatinhibitedthemforusingeachtypeofpaymentwereremoved(seethe
oddnumberedquestionsfrom1017).Theseresultssuggestwaysthatpaymentprovidersmay
have an opportunity to increase the use of their payment methods. For example, offering
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consumersprotection against overdrawing accounts andmore flexibility onpayment timing
mightsignificantlyincreaseuseofACHpayments.
5.2.2 RelativePaymentCharacteristics
Tounderstandbetterhowconsumersthinkabouttheirpaymentchoices,weattempted
to determine the relative importance (or value) of some fundamental characteristics of the
paymentmethods.Ourstrategywastoaskrespondentstoselfreportthequalitativevaluesof
thecharacteristicsofeachpaymentmethodrelativetothevaluesofthesamecharacteristicsofa
benchmarkpaymentmethod(paperchecks).Asisthecasefortheentiresurvey,selfreporting
by respondents is susceptible to a variety of errors,whichmight be lessened if thedata on
relativepaymentcharacteristicswerecollected fromothersources.Furthermore, thepotential
weaknessof consumer selfreporting is exacerbated forpayment characteristicsbecause they
arehardtodefineasubjectwediscussinmoredetailinthenextsubsubsection.Nevertheless,
for thissubsubsection,weproceedunder theassumption that thereportedandactualrelative
paymentcharacteristicsarethesame.
Tokeep the comparisonmanageable,we asked respondents to compare each typeof
electronicpayment,oneatatime,withpapercheckswithrespecttosevencharacteristics:cost,
convenience,safety,privacy,abilitytoresolveerrors,abilitytocontrolthetimingofpayments,
andeaseof recordkeeping.Specifically,weasked fora simple,qualitative comparisonof the
valueofeachcharacteristicbyaskingthefollowingquestion:Istheelectronicpaymentmethod
better, the same as, orworse than a check?40 For each respondent, these value resultswere
converted toadiscretenumeric format (better is1.0,worse is1.0,and same is0.0).Table6
summarizes theresultsofourqualitativecomparisonofpaymentcharacteristicsbyaveraging
thequantitativevaluesassignedtothequalitativeassessmentsacrossrespondents.LikeTable5,
theentries inTable6arecolorcoded to indicate the relativevalue reflectedby theaverages.
Red shading indicates that the electronicpaymentmethod is ratedworse than checks,green
shadingbetter,andwhiteshadingthesame.Eachcolorhastwoshades,withthedarkershade
40Amorecontinuousandquantitativeevaluationwouldbepreferable,butwedecidedthatitwouldhavebeentoodifficulttoobtainaccurateanswersofthistypeinthesurvey.Datafromthiskindofqualitativeassessmentquestionhavesomenotorietyineconomicanalysis;forexample,seethesurveysofbusinessactivitybytheInstituteforSupplyManagement(ISM),whichcanbefoundathttp://www.ism.ws/.
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http://www.ism.ws/
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indicating greater intensity. Thus, green indicates better, darker green indicates much
better,redindicatesworse,anddarkerredindicatesmuchworse.
Our assessment of relative payment characteristics is adversely affected by a serious
error in our survey design. We asked only the respondents who use a particular payment
methodtoanswerthegroupofquestionsthatcomparepaymentmethodsbycharacteristic.But
togainafull,accurateunderstandingoftherelationshipbetweencharacteristicsandpayment
choice, one needs the payment characteristic comparisons of both users and nonusers.41
Fortunately, because some respondents did not follow directions, we actually did obtain
responsesforthepaymentcharacteristiccomparisonsforarelativelysmallandprobablyeven
moreunrepresentativenumberofnonusersof eachpaymentmethod.Thus,we can report
characteristic ratings separately for respondents who used the particular payment method
(Table6,toppanel)andforthosewhodidnot(Table6,bottompanel).42
The clear andpervasivemessage ofTable 6 is that respondentswhouse each of the
electronicpaymentmethods (toppanel)generallyview them asmarkedly superior topaper
checks.Of the35possiblecomparisons, inonly threecases is theelectronicpaymentmethod
ratedworse thanchecks (negativenumbers in the toppanelofTable6),while in27cases the
electronicpaymentmethodwas ratedby itsusersasbetterormuchbetter thanchecks (light
greenordarkgreeninthetoppanel).Respondentswhouseelectronicpaymentsviewthemas
strictlybetter thanchecks (value ispositive) in fourcharacteristics:cost,convenience, timing,
and errors. Respondents think electronic payment methods are overwhelmingly more
convenientthanchecksallfivepaymentmethodswereratedasmuchbetterforconvenience
thanchecks.Respondentsalsothinkthatelectronicpaymentmethodsaresignificantlybetterin
termsofcostandtiming.
41Unlessconsumersarecompletelyillogicalorconstrainedintheirbehavior,theusersofanyparticularpaymentmethodalmostsurelyrate thatparticularmethodbetter thanothermethods,asevidencedbytheirdecisiontouseit.Thus,datagatheredonlyfrompaymentuserswillgiveabiased(morefavorable)assessmentofrelativepaymentcharacteristicsthansuchassessmentsmadebyallconsumers.42Ofcourse,itisconceivablethatrespondentswhodonotfollowdirectionshavetheirownsetofbiasesand thus induce sample selectionproblems.We have noway to test or verify thispossibility, so thereadershouldkeepthispotentialflawinmind.
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Ofall theelectronicpaymentmethods, respondentswhoused themethod ratedonly
oneACH paymentsas uniformly dominant over checks. In all seven categories, ACH
paymentswere ratedbetterormuchbetter than checks.Overall, it seems likely thatabetter
understandingoftheavailabilityofACHpaymentswouldleadtofurtherreductionsincheck
writing.However,withrespecttothisfinding,itisimportanttorecallonceagainthatFederal
ReserveemployeesareprobablynottypicalusersofACHpayments.
Incontrast,respondentswhodonotuseaparticularelectronicpaymentmethod(bottom
panel) tend to rate theelectronicmethodsabout the same,onaverage,as checks.Evennon
users of a particular payment method view the electronic payment method as better in
convenienceacrosstheboard,andtheytendtoviewACHasessentiallyequivalenttochecksin
allcharacteristics.However,nonusersseeseveralareasinwhichcreditcards,debitcards,and
online bill payment are significantly worse than checks. Cost, safety, and privacy are key
concerns for the respondentswhodonotuse these electronicmethods andwho rated them
worse than checks. Among these nonusers, recordkeeping (for debit cards) and payment
timing(forSVCs)arealsoviewedasworsethanchecks.Interestingly,respondentswhodonot
useSVCsnevertheless rate thembetter than checkson convenienceandprivacy;apparently,
someotherunobservedfactorsdiscouragedtheserespondentsfromusingstoredvaluecards.
The important result to keep inmindwith respect to the characteristics of payment
methodsisthatFedrespondentsoverallratechecksworsethanotherpaymentmethodsacross
most fundamental characteristics.Onlyamong the smallgroupof respondentswhoarenon
usersofelectronicpaymentmethodsdidwe findsomecharacteristics forwhichcheckswere
viewedassuperior.
5.2.3 RelativePaymentCharacteristicsandConsumerPaymentBehavior
A natural question arising from the evidence on relative payment characteristics is
whethertheyplayanimportantroleindeterminingactualconsumerpaymentbehavior.Inthis
subsubsection,weperforma simple comparison to try toanswer thisquestion, at leastata
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cursorylevel.43However,firstwemustexaminetheconceptofrelativepaymentcharacteristics
inabitmoredetail.
Economistsgenerallyassumethatconsumersactintheirownbestinteresttomaximize
their utility, which depends positively on their consumption of goods and services and
negatively on their supply of labor for work. Implicitly, economists typically assume as a
benchmark thatconsumersaccuratelyandcompletelyobserve thefundamentalcharacteristics
ofthegoodsandservicesprice,color,quality,speed,andthelikethattheyconsume,thereby
enabling them tomake fully informeddecisionsandbehave in theirownbest interest. If this
benchmark assumption is correct for relative payment characteristics, thenwe can compare
themwiththeobservedpaymentbehavioroftherespondentwhoreportedthecharacteristicsto
seewhether thebehavior isconsistentwith thecharacteristics.Forexample,respondentswho
ratepaperchecksascostlierthananotherpaymentmethodshould(allelsebeingequal)usethat
otherpaymentmethodmorefrequentlythanchecks.44
However,numerousaspectsof therelativepaymentcharacteristicsandcorresponding
consumer payment behavior may complicate this simplistic analytical conclusion. Before
proceedingtoourcomparisonofpaymentcharacteristicsandbehavior,weprovideanitemized
discussionofthesekeyissues:
ExternalheterogeneityRelativepaymentcharacteristicsmost likelyvaryacross
individualconsumers,foravarietyofreasons.Onecanimaginethatthecostofa
paymentmethodmaybedifferentfortwoconsumers,eveniftheyhavesimilar
demographiccharacteristics.Forexample,checkingaccountshavedifferent fee 43SeeSchuhandStavins(2005)foramorerigorousandthoroughinvestigationofthisissues.Theyfindevidence that relative payment characteristics are much more important than demographics ineconometricmodelsthattrytoexplainconsumerpaymentbehavior.44Evenifconsumershaveaccuratelyandcompletelyobservedtheireconomicenvironment,theymaynotmakechoicesthatareintheirownbestinterest,orrational.Arelativelynewbranchoftheprofession,calledbehavioraleconomics,challenges thebasicpremise thatconsumersconsistentlymakechoices intheir best interest and offers evidence that consumers sometimes deviate from the rational behaviortraditionallyassumedbyeconomists(seetheoverviewsbyMullainathanandThaler(2000)orCamererandLoewenstein (2004)).Consumerpayment choice is an areawheremanyof the ideas advanced inbehavioraleconomicsmaybeevident in the realworld,buta formalevaluationofwhetherconsumerpaymentbehavior is consistentwith relativepayment characteristics requiresan economicmodel andstatisticaltests,whicharebeyondthescopeofthissurveyoverview.Forexamplesofthiskindofwork,seeZinman(2005)orMeierandSprenger(2006).
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structures, interest rates, cost of paper checks, and other pecuniary features;
likewise,paymentserviceproviders(suchasbanks)maydiffer intheirabilities
to resolve errors or payment disputes with their customers. This kind of
characteristicheterogeneityisexternaltoconsumers,thustakenasgiven.
EndogeneityOnereasonpaymentcharacteristicsmaybeheterogeneousacross
consumers is that consumers can choose many of the characteristics of their
paymentmethods simultaneouslywith the choice of themethod itself. In the
preceding example of the checking account, a consumer who chose to write
checks intensivelywould likelysearchfor(andchoose)arelatively inexpensive
checkingaccount(lowfees,highinterest)andbuydiscountchecksactionsthat
work to lower the relative cost of checks for that consumer.Likewise, among
credit card users, the cost is heavily determined by a respondents decision
whethertocarrybalancesacrossmonths(therebyincurringoravoidinginterest
charges) and by the decision whether to pay in a timely manner (thereby
avoiding or incurring late fees and perhaps an increase in the interest rate
charged on future balances). For these reasons, we cannot view the relative
paymentcharacteristicsassomethingconsumerstakeasgivenwhentheychoose
theirpaymentmethods.
Measurement error Some payment characteristics are very difficult for
consumers (and perhaps even others) to measure properly. For example,
althoughidentitytheftisbeingdiscussedandpublicizedmuchmorefrequently
thanbefore, the actualunconditionalprobabilitiesofvarious formsof identity
theftarenotwellknown.Moreover,itislikelythattheconditional(onindividual
consumerbehaviorandcharacteristics)probabilitiesareevenmoredifficult for
individual consumers to estimate. Thus, reported relative characteristics
probablycontainsomemeasurementerror.
Experience Some payment methods may exhibit the characteristics of an
experiencegood,whichisonewhosepriceandfeaturesarenotfullyknownby
the consumer until the consumer actually consumes (experiences) it. For
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example,consumersmaynotgraspaccurately theconvenience (easeofuse)of
onlinebillpaymentuntiltheyactuallysetuptheironlinebankingfacilitiesand
begintopaybillsthisway.45
Subjectivity, internalheterogeneity,andperceptionsSomepaymentcharacteristics
may be subjective from the perspective of the consumer. For example,
convenience(easeofuse)andrecordkeeping(easeoffinancialmanagement)are
characteristics thatmaybedetermined largelyby the tastesandpreferencesof
individual consumers. If so, the relative payment characteristicswould reflect
heterogeneity in consumerutility functions,which is internal to the consumer,
rather thana fundamental featureof theeconomicenvironment that influences
consumer decisions. But subjectivitymay run even deeper. Some consumers
may form perceptions about payment characteristics that have no systematic
relationship to measurable, objective characteristics of the economic
environment.Forexample,consumerswhoreadagreatdealaboutidentitytheft
inthenewspapermayperceivethatsafetyismuchlowerforonlinebillpayment
thanisactuallythecase(eveniftheyareshownevidencetothecontrary),orthan
do consumerswho rarely read the newspaper orwho already use online bill
payment.
Eachofthesefactorsmayinfluencerespondentsreportedrelativepaymentcharacteristicsand
may drive a wedge between the reported characteristics and the actual characteristics that
prevail in the marketplace.46 Nevertheless, actual payment behavior is most likely to be
determinedprimarilyby reportedpayment characteristics.Muchmoredataand researchare
neededtodistinguishmoreclearlybetweenreportedandactualpaymentcharacteristics,andto
45SeeGoettlerandClay (2006) foranexamplepertaining to theuseofonlinegroceryservices thathassimilaritiestothepaymentchoice.Experiencegoodsarealsosusceptibletopricediscrimination.46Forseveralpaymentcharacteristics,suchasprivacy,security,andpaymenttiming,onemightwonderwhetherthedifferenceinreportedcharacteristicsacrossrespondentsandthedivergence(ifoneexists)ofreported and actual characteristics arematters ofmisinformation that could perhaps be remedied byeducation.Forexample,apapercheck,whichhasonesname,address,andaccountnumberon it,andwhich passes through many individuals hands as it makes itsway through the clearing process, isprobablynotmoresecure thanadebitcard,especially if the latter isguardedbyaPIN,but individualconsumersmaynotbeawareofthisfact.
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understand the extent to which deviations from actual characteristics actually influence
consumerpaymentbehavior.
Proceeding under the assumption that respondents reported payment characteristics
areaccurateassessmentsofactualpayment characteristics,we seek todetermine, ina rough
way, whether there might be some obvious, firstorder deviation of respondents payment
behaviorfromtherelativecharacteristicstheyreportedforthevariouspaymentmethods.Todo
so, we devised a simple way to evaluate whether respondents assessments of relative
characteristicswere consistentwith theirpaymentmethodusage.From the results onusage
(question9),weidentifiedthreetypesofrespondents:
Check payers: Respondents who wrote checks for more than 75 percent of their
monthlypayments.
Eclecticpayers:Respondentswhowrotechecksforbetween20and75percentoftheir
monthlytransactions.
Electronicpayers:Respondentswhowrotechecks for fewer than20percentof their
monthlytransactions.
ThesethreetypesofrespondentsarerepresentedbythedifferentcoloredbarsinFigure10.
Fed respondentsappear tobehave inamannerbroadlyconsistentwith their reported
assessmentsof relativepayment characteristics,apoint illustratedbyFigure10 in twoways.
Boththeintensityofuseofelectronicpaymentmethodsandtheadoptionofelectronicpayment
methodsareconsistentwiththereportedrelativesuperiorityofelectronicpaymentmethods.
Electronic payers (third, deepest row of bars) rated electronic payment methods
consistentlybetter thanchecks. Ineachof14possiblecategoriesusers (topgraph)andnon
users (bottom) across seven payment characteristicsmore electronic payers than eclectic
payers rated electronicmethods as superior to checks, andmore eclectic payers than check
payers rated electronic methods as superior to checks. For four characteristicscost,
convenience(ease),timing,andrecordkeepingmorethan50percentofelectronicpayersrated
the electronic payment methods that they use better than checks. In contrast, check payers
conceded the superiority of electronic payment methods in only one characteristic
convenience(easeofuse);fewerthanhalfofcheckpayers(nearestrowofbars)ratedelectronic
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payments(whethertheyusethemornot)betterthanchecksinallothercharacteristics.Eclectic
payersratedelectronicpaymentsbetterthanchecksataratethatliesbetweentheratingsofthe
othertwogroupsofpayers,asonemightexpect.Thus,theintensityofel