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An Integrated Framework for Relating Diverse Consumer Characteristics to SupermarketCoupon RedemptionAuthor(s): Banwari MittalSource: Journal of Marketing Research, Vol. 31, No. 4 (Nov., 1994), pp. 533-544Published by: American Marketing AssociationStable URL: http://www.jstor.org/stable/3151881Accessed: 03/03/2010 15:06Your use of the JSTOR archive indicates your acceptance of JSTOR's Terms and Conditions of Use, available rms.jsp. JSTOR's Terms and Conditions of Use provides, in part, that unlessyou have obtained prior permission, you may not download an entire issue of a journal or multiple copies of articles, and youmay use content in the JSTOR archive only for your personal, non-commercial use.Please contact the publisher regarding any further use of this work. Publisher contact information may be obtained herCode ama.Each copy of any part of a JSTOR transmission must contain the same copyright notice that appears on the screen or printedpage of such transmission.JSTOR is a not-for-profit service that helps scholars, researchers, and students discover, use, and build upon a wide range ofcontent in a trusted digital archive. We use information technology and tools to increase productivity and facilitate new formsof scholarship. For more information about JSTOR, please contact support@jstor.org.American Marketing Association is collaborating with JSTOR to digitize, preserve and extend access toJournal of Marketing Research.http://www.jstor.org

IBANWARIMITTAL*The author proposes a model of consumer redemption of grocerycoupons, integrating the separate literatures on consumer demographics,nondemographic consumer characteristics, and cost/benefit perceptions.The model posits that demographics are poor predictors of coupon-usebehavior, because they are the farthest in the causal chain. The effects ofdemographics are mediated by three layers of mediating variables, eachsuccessively closer to coupon attitudes and use. Data from a sample ofgrocery shoppers show most of the hypothesized mediational paths to besignificant. The research cautions against arbitrary use of demographicsfor targeting promotional efforts and offers an approach to constructing anunderstanding of the psychological processes that mediate betweenconsumers' demographics and their marketplace behaviors.AnIntegratedConsumerCouponFramework forRelatingDiverseCharacteristicsto SupermarketRedemptionCoupons are ubiquitousin today's marketplace.According to a recent Nielsen estimate, nearly four out of fivehouseholdsuse coupons as an integralpartof their shoppinghabits (Manufacturers'Coupon Control Center 1989). Research to understandconsumers' coupon-use behavior isthereforeof importto marketingmanagersand consumerresearchersalike. Although there is a fairly large body of research in this area, its diversity and ad hoc coverage disallow a cohesive understanding.Many of the studies are limited to demographics, in effect focusing on who usescoupons ratherthan why coupons are used. The purposesofthis research are to cull a set of possible explanatoryvariables to capturethe psychology of coupon-usebehavior,develop a theoretical model to link these variables amongthemselves and with coupon use, and empiricallytest the explanatorypower of the model. In particular,the model articulates plausibletheoreticalprocesses thatmediatethe causalinfluence of demographicson coupon-use behaviorand explain why demographics are often poor predictors ofcoupon-use behavior.REVIEWOF LITERATUREThe growing literatureon coupons and otherpromotionaldeals1can be classified broadlyinto two streamsof research.The first involves aggregate modeling of the effects ofcoupon or deal on redemptionrates (e.g., Henderson1985) and related outcomes such as purchase acceleration and brandswitching (e.g., Dodson, Tybout, and Sternthal 1978). Thesecond stream,more relevantto our study, seeks to explaincoupon/deal redemption in terms of individual consumervariables.(For a detailed review of both streams, see Blattberg and Neslin 1990; Cole 1990.) We review this secondstreamnext, limiting coverageto studies most relevantto theissues examined here and structuringour review around aframework,which subsequentlyforms the basis of the proposed model.An OrganizingFrameworkThe frameworkorganizes consumer characteristicsintofour groups of individual-differencevariables (IDVs): (1)Objective IDVs-that is, demographics, (2) SubjectiveIDVs-consumers' self-perceptionsof generaltraitssuch asself-perceived busyness or gregariousness, (3) domainIDVs-those in the domain of shopping (e.g., brandloyalty), and (4) cost/benefitperceptions-consumer perceptionsabout the costs and benefits of coupon use. Table 1 crossreferencesthese categoriesby studies that examine them.*BanwariMittalis an Associate Professorof Marketingat NorthernKentucky University. Financial supportfor this researchcame in part from agrantfrom the MarketingScience Instituteand the AmericanMarketingAssociation and from Northern Kentucky University Summer ResearchFunds.Helpful suggestions from Rick Bagozzi, FredBeasley, SharonBeatty, DhruvGrewal,CatherineJocz, KennethLord,threeJMRreviewers,andthe editor greatly improved this article and are gratefully acknowledged.This article was completed in partwhen the authorwas visiting Universityof Miami.IDeals include (in addition to coupons) cents-off, rebates, premiums,"two-for-one,"and other price incentives.533Journal of MarketingResearchVol. XXXI (November 1994), 533-544

534JOURNAL OF MARKETINGRESEARCH, NOVEMBER 1994Table 1AN OVERVIEWOF PRIORRESEARCHoo0000' '.0Study #DependentVariable:Coupon (C) or Deal (D)DemographicsIncomeEducationFemale employmentHousehold sizeAge of the housewifePresenceof children12345678910DDDDCDCCCCNSV -V aV I NSNS - NS NSNSNSNSNSNS pinion essMedia involvementHousewife's interestin food, raisingchildren,etc.Domain ore loyaltyUsage ratePrice sensitivityNSNSNSNSNS b b bNS-NSNSNSNS Costs/BenefitsUtility MaximizationSavingsTime and effortEncumbrances(e.g., need to buy aless favoritebrand) aThispositive effect vanished when car and home ownershipwere introducedas control.bTherelationshipwas nonsignificantin the second phase of the study.Notation:NS: The relationshipwas nonsignificant. : The correlationbetween the consumercharacteristicand coupon/dealredemptionwas positive.-: The correlationbetween the consumercharacteristicand coupon/dealredemptionwas negative.V: The relationshipvariedacross levels of this demographic(e.g., deal pronenesshigh for one income group, low for next group, and high again for thesecond next group).I: The relationshipwas inconsistentacross sections of the same study.Demographics. Demographics have been the most frequently studied consumer characteristics, forming the principal focus of several early studies. These studies (studies 1through 9 in Table 1) offered inconsistent findings. For example, deal or coupon use was not significantly related toincome in studies 1 and 3, was positively related in studies6, 8, and 9, was lowest among middle-income consumers instudy 4, but peaked for the same income group in studies 5and 7. Similar ambiguities exist for other demographics.Most of the demographics were either nonsignificant or ofvariable influence across studies (see Table 1).The early studies (especially those focused on demographics) have been criticized for their atheoreticalnature(Blattberget al. 1978; Rajuand Hastak 1980). Studies 6 and7 were exceptions to this criticism,both groundingtheir useof demographicsin economic-theoreticmodels. In a studyof deal proneness,Blattbergand colleagues (1978) hypothesized a positive effect of income, arguingthathigh-incomeconsumershad the resources(a car and storagespace) needed to avail themselves of deals. They found that income hada positive effect on deal proneness but that this effect vanished when car and home ownership (resourcesenabled by

535Supermarket Coupon Redemptionincome) were used as control variables (study 6). Furthermore, they hypothesized (as did Narasimhan1984 in study7) a negative effect of the housewife's employment statusand household size because these demographics raised ahousewife's "opportunitycost of time."Such reasoningis illuminatingand forms the premise of the presentresearch.Subjective IDVs. Moving beyond demographics, somestudies included personalityand psychographiccharacteristics as predictorvariables.Studies 2 and 3 examined some50 "psychological" characteristics(e.g., gregariousness)and found either no relationshipor variableand inconsistentrelationshipsacross subsets of data within the study.In general, the study of psychographicvariableswas as unproductive as thatof demographicvariables.One problemwith psychographicvariableswas that their inclusion was unaccompaniedby priorreasoning-an understandablegap, given thethen-developmentalstage of personality research in consumerbehaviorand the deal/couponliteratureas well.2Domain IDVs.WhereassubjectiveIDVs aregeneraltraits,domainIDVs are traitsspecific to shopping.Some studies (1through3, 8, and 9) examined such domain IDVs as brandloyalty, store patronage,and price sensitivity.A consistentfinding here was the expected negative associationbetweencoupon use (or deal proneness) and brand loyalty, thougheven this associationwas found to be nonsignificantin study3. Findings on store loyalty and usage rateareeven less conclusive. Price sensitivity, examined only in study 8, wasfound to be positively relatedto coupon use.Cost-benefitperceptions. Recent researchhas focused onan economic/utility-seekingmodel of coupon-use behavior.For example, positing a profit maximizationmodel, Bawaand Shoemaker(1987; study 9) arguedfor and empiricallydemonstrated a cross-product consistency in consumers'coupon proneness. Shimp and Kavas (1984) directly examined the perceived costs/benefits of couponing (study 10).Using exploratory interviews with consumers, these researchers inventoriedthe benefits and costs of coupon redemption and conducted a formal test of the cost/benefitmodel. Groundingtheir model in Fishbein's "theoryof reasoned action" (Fishbein and Ajzen 1975), they tested andfound supportfor causal links among coupon-usebehavior,attitudes,and the perceivedcosts and benefitsof couponuse.Gaps in Prior LiteratureAlthoughthe studies reviewedhere have collectively shedsome light on consumers' deal/coupon-redemptionbehavior, several importantgaps remain.First, the most commonly investigated consumer characteristicshave been demographics, perhapsdue in part to the use of consumer paneldata that affordextensive informationon demographicsandpurchase behavior but exclude explanatoryvariables. Thefindings with regardto the role of demographics,however,have been very inconsistent. Second, among the nondemographicvariables,brandloyalty is the only consumerbehavior variableexamined and proven to be significantly (nega2A theory-driveninvestigationof personalitytraitsin coupon researchisa recentstudy by Bagozzi, Baumgartner,andYi (1992), premisedon the argument (empiricallysupportedin the study) thatthe personalitytraitof "action orientation"(i.e., the extent to which one self-regulates)moderatesthestrengthwith which coupon attitudespredictcoupon use intentions.tively) correlatedwith coupon-redemptionbehavior. In effect, nondemographiccharacteristics of consumers havebeen underinvestigatedin the coupon literature.Althoughdemographiccorrelatesof any consumerbehaviorfacilitatemanagerialcontrol and are thereforeimportantto identify,they fall shortof explainingthatbehaviorin termsof the underlyingpsychologicalprocesses (Gardnerand Strang1984;Raju and Hastak 1980). Third, and most important,investigations of demographics,nondemographicconsumer traits(e.g., brandloyalty), and cost/benefitperceptionshave proceeded either in relative segregationor with arbitraryinclusion of variables from disparatecategories. Consequently,dynamic interplayamong these diverse antecedentshas notbeen taken into account fully. In fact, this is what has madethe study of demographics atheoretical,for to argue whycertaindemographicsshould be related to coupon use is toposit the cognitive and perceptualprocesses thatintervenein other words, to relate demographicsto other explanatoryconstructsthat mediate their effects on coupon use.The advantageof incorporatinginterveningvariablescanbe seen in priorresearchitself: In Blattbergand colleague's(1978) study, income showed the hypothesized positive(zero-order)effect, but this effect vanishedwhen the effectsof car and home ownershipwere accommodated.It was thearticulationof these mediating mechanisms that made thepositive-effect hypothesis sensible to begin with. On theother hand, in Narasimhan'sstudy (1984), because the intervening"perceivedopportunitycosts of time"were not assessed, the negativeor inconsistentfindingsaboutthe role ofdemographicswere impossible to reconcile. We believe thata model thatdelineatesthe interveningmechanismsbetweendemographicsand particularconsumerbehaviorsprovidesamore complete understandingof the target behavior.Here,we advance such a model for consumers' coupon-redemption behavior.THEORYAlthough some coupon-redemptionbehaviormay be random, mindless, or scripted (Gardnerand Strang 1984), ourresearch is situated within the paradigm that views consumers as utility maximizers (cf. Bawa and Shoemaker1987; Blattberget al. 1978). Consistentwith this paradigm,we posit that coupon-use behavior is driven, in part, bycoupon attitudes.Coupon attitudesare in turndeemed to bedrivenby the perceivedcosts and benefits of using coupons.This perspective stems from the theory of reasoned action(Fishbein and Ajzen 1975) and was utilized by Shimp andKavas(1984) in a study of consumers'coupon-usebehavior.We extend this perspective by asking why perceptions ofcosts and benefits differ across consumers.This question iskey to understandingthe role of demographics in consumers'coupon-redemptionbehavior.Our principalhypothesis is that demographicscause perceptions aboutthe self or generaltraits(here termedsubjective IDVs), which in turn cause certain shopping-relatedtraits(domain IDVs); the latterin turncause perceptionsofcosts and benefits. Illustratively,income leads to a perception of financial wellness (a subjectiveIDV), which in turnleads to g (a domain IDV) leads to discounting of potential

JOURNALOF MARKETINGRESEARCH,NOVEMBER1994536Figure 1A MEDIATIONALMODELOF edFinancialWellnessBrandLoyaltyTimeCosts HomemakerStoreLoyaltyEnjoymentnTi.,CS - -----Solid lines show "Proximal"pathshypothesizedto be significant.Broken lines show "Distal"paths, hypothesized not to be significant.savings, which in turn leads to a less favorableattitudetowardcoupon redemption.Thus, the mediatingprocesses between income and coupon use are posited to be income - perceived financial wellness - reduced comparison shopping - diminished perception of potential savings - lessfavorable coupon attitudes - lower coupon redemption.This illustrative causal chain is one among many, and isformed by interposing two layers of IDVs between demographics on the one hand and perceived costs and benefitson the other (see Figure 1). We chose four demographicsjudged to play a theoreticalrole in the proposed model: income, education, female employment, and household size.The thrust of our investigation of demographics is not asmuch to confirm or disconfirm their bivariate covariancewith coupon use, but ratherto verify if theirinfluence is mediated by subjective and domain IDVs, discussed next.The MediatorsSubjective IDVs. Subjective IDVs are lifestyle and selfperceptionvariables.Three are considered here: busyness,perceivedfinancialwellness, and pridein homemaking.Ourcriterionin isolating these was that they be relatedsimultaneously to demographicson the one hand and coupon redemption on the other. Thus, excluded from considerationare such personalityvariables as gregariousness,whose simultaneouslinks with demographicsand coupon use escapeintrospection. Such introspection is by nature subjective;consequentlyour coveragecannotbe exhaustive.But we delineate those mechanismsthat we believe most clearly operate between demographicsand coupon-usebehavior.The causal role of the three subjectiveIDVs chosen hereis easy to argue. Because coupon clipping, organizing, andredeemingconsume time, those who experience time pres-

Supermarket Coupon Redemptionsure are less likely to be coupon users. Opportunitycosts oftime have been recognized as a factor in previous literature(e.g., Narasimhan1984), but ratherthan use demographics(e.g., female employment status) as proxy indicators, wedeem consumers' own perception of time pressure (i.e.,busyness) a more appropriatedeterminant.Thus, perceivedbusyness is posited as the intervening mechanism linkingdemographics (e.g., female employment) and coupon use.Likewise, instead of income (stated in objective terms), weexpect its subjectively encoded experience (i.e., perceivedfinancial wellness) to be a more appropriateantecedent tocoupon use. By suppressingthe motivationalappealof smallmonetary savings from coupons, financial wellness wouldinduce a propensityto diminish coupon use. Our thirdIDVis "homemaking pride"-the extent to which one viewsone's homemakingrole with prideratherthanas "somethingone has to do." This IDV is expected to be influenced bysuch demographicsas education and employment-educated consumers, and likewise those employed outside of thehome, are less likely to seek and find their role satisfactionin homemaking.In turn,homemakingpridewould influencecoupon use positively, because couponing can be seen as ameans of efficient managementof household resources.Absent such pride in homemaking, couponing is likely to beavoided as anotherunnecessaryhomemakingchore.Domain IDVs. Subjective IDVs are the first layer ofmechanisms through which the influence of demographicsis transferredto particularconsumer behaviors. But thistransferredinfluence is also not direct; it too must passthroughthe next layer of mechanisms,namely domainIDVs(see Figure 1). Domain IDVs are consumer traitsin the domain of shopping; three are advanced here: brand loyalty,store loyalty, and comparison shopping. The overall argument is thatcoupon redemptionis a specific behavior,molded by one's characteristicways of shopping, that is, shopping traits. Therefore, any general traits posited as antecedents to coupon redemption must first influence theseshopping traits,or domain IDVs.The threedomainIDVs arerelatedto subjectiveIDVs (andthrough them to demographics)as follows: financial wellness and busyness should depress comparison shoppingperceivedfinancial wellness, by withdrawingthe motivationto economize, and busyness, by reducing availabletime. Incontrast, homemaking pride should facilitate comparisonshopping, because comparison shopping would serve one'sgoal of efficient homemaking. Financial wellness shouldpromote brand loyalty and perhaps also store loyalty, because potential savings from opportunistic patronage ofbrandsand stores are likely to be undervaluedby the financially well off. Busyness should affect store loyalty positively in that visiting multiple stores would be time-consuming.It may also elicit brandloyalty,in thatbuying the same brandmay be a means of coping with the time pressure.Turningto the links between domain IDVs and couponuse, we expect brandloyalty to retardcoupon use. This negative influence, found consistently in prior research (e.g.,Montgomery1971; Teel, Williams, and Bearden1980; Webster 1965), is based on the considerationthatcoupon use entails the necessity of buying whatever brand one has thecoupon for. Likewise, store loyalty would be expected to re-537duce coupon use (cf. Bawa and Shoemaker1987), inasmuchas one may need to patronize multiple stores to redeemsome coupons. Finally,comparisonshoppingis the thirddomain IDV proposed. This IDV is deemed an enduringbehavior pattern,and hence a consumer trait in the shoppingdomain. Comparison shoppers are akin to Darden andReynolds' (1971) "economic shopper"type, and they arelikely to consider coupon redemptionas a means of implementing their "economizing shopping strategy" (Lichtenstein, Ridgway, and Netemeyer 1993).Cost/benefitperceptions. We turn now to a brief discussion of costs and benefits included in the proposed model.Among the perceivedbenefits,we includedthe one most obvious, monetary savings, and "enjoyment of couponing."Whereasfor some consumers,coupon clipping, organizing,and redeemingis an effort-entailing,dull chore, for others itmay be a useful way of occupying oneself when there isnothingelse to do. Some might even enjoy the task, becausefinding the coupon one is looking for is a small pleasureoflife or seeing coupons neatly organizedappearsto be an accomplishmentof a sort.This factorbears some resemblanceto Shimp and Kavas's (1984) "effortexpended"item (whenreversescored) and "smartshopperfeeling" item. It has alsobeen alluded to in some recent literature (e.g., Conover1989; Lichtenstein, Netemeyer, and Burton 1990; Price,Feick, and Guskey-Federouch1988).Among costs, following Shimp and Kavas (1984), we included time costs and three encumbrances:(1) brand encumbrance-the necessity of having to purchase less preferredbrandsto avail oneself of coupon offers; (2) store encumbrance-the need to shop at differentgrocery stores totake advantageof the coupon offers; and (3) extra-expenseencumbrance-the need to incur the expense of subscribingto extranewspapersand magazinesto obtaincoupons.Thesecosts, as perceivedby the shopper,would be expected to inhibit coupon use.Cost/benefitperceptionsaretranslatorsof the influence ofdomain IDVs on coupon use. Specifically, we expect comparison shoppers to be more prone to perceiving couponbenefits (particularly the "economic benefits") and lessproneto perceivingcosts (particularlythe time costs), for atleast two reasons:(1) due to greaterprice knowledge, comparisonshoppersmay be more likely to recognize the priceadvantageof the couponedbrandand (2) given a highermotivationfor economizing, comparisonshoppersare likely tooverrate(or rate more than others) the coupon's face-valuesavings. Accustomed to investing time in comparisonshopping, they are likely as well to underrate(or rate less thanothers) the time involved in coupon redemption.The strongesteffect of brandloyalty would be expectedonthe perceptionof brandencumbrance,and thatof storeloyalty on storeencumbrance.Thatis, brand(store)loyals arelikely to feel a greaterdegree of brand(store) encumbrance,because "havingto buy a less preferredbrand(patronizinga lesspreferredstore)"becomes bothersomeonly if a consumerhasa preferencefor specific brands(stores)to begin with.The Model and HypothesesAs previously mentioned, our overall hypothesis aboutmediationof effects among the proposedvariablesis as fol-

538JOURNAL OF MARKETINGRESEARCH, NOVEMBER 1994lows: Demographics- subjectiveIDVs - domainIDVs - cost/benefitperceptions- coupon attitudes- coupon use.Thus, in this chain of effects, we construedemographicstobe the most distal (indirect) and costs/benefits the mostproximal (direct) antecedents to coupon attitudes/use.Weexpect domain IDVs to be more proximal than subjectiveIDVs by definition;the formerare consumertraitsmanifested in the domain of the target behavior. Therefore, theyshould exert a more direct influence on coupon perceptionscomparedwith general traits. In turn, the domain IDVs areexpected to be influencedby the subjectiveIDVs, and moreso than they should be influenced directly by demographics(see Figure 1).The Proposed Model and Prior StudiesThe proposed model builds on and departs from priorstudies as follows: First, we build the costs/benefits - attitude - coupon use sequence of the model based directlyonthe Shimp and Kavas (1984) study. Second, we include thetwo most researchedbehavioralvariables (brandand storeloyalty) as domainIDVs; our thirddomainIDV (comparisonshopping)supplantsthe (such as price sensitivity).Third,the subjective IDVs studiedin priorresearch(see Table 1) are omitted for want of a priorireasoning;in theirplace, we proposethree subjectiveIDVs, new to the coupon-redemptionliterature,which are meantto capturethe subjectiveexperienceofone's own objective (demographic)characteristics.Fourth,and most important,ratherthan viewing diverse categoriesof consumercharacteristicsas independentand direct influencers of coupon use, we place them on a distal/proximalinfluence axis. The distal/proximalaxis signifies that certainvariables mediate the influence of other variables (the former more proximalthanthe latter).This axis is the principalorganizing and integrativemechanism we propose for unifying the diverse studies in prior literatureand for investigating the influence of otherconsumercharacteristicsin further research.METHODDataThe data for this researchwere collected througha selfadministered survey of female supermarketshoppers recruitedby (1) requestingparticipationfrom membersof sixvoluntaryorganizations(N 108) and (2) shopping plazainterceptions (N 106). Respondents were requested tomail the survey form within one week and save all groceryshoppingreceipts for four weeks startingfrom the day theymailed in their survey forms. Of the 214 subjects, 199 respondents(102 from the six organizationsand 97 from theintercepts) completed this second phase of data collectionby mailing theirreceipts.(All were offereda small monetaryincentive for their assistance.) Of these, 184 providedcomplete responses to the surveyquestionsand are utilized here.Respondentdemographics.All our respondentswere females, and a majoritywere white (85%), married(71%), educated (mean numberof years of education: 14.4), maturehouseholders (63% were 35 years or older) with averagehousehold size of 3.28 and median income in the 35,000- 50,000 range. Although at variance with U.S.population, our sample did include all demographiccategories.3Descriptive statistics. During the four-week period (forwhich coupon use was measured),11.8%of our respondentsdid not use any coupons.Among the other88.2%,about26%used only 1 to 5 coupons, 17% used 6 to 10 coupons, 20%used 11 to 20 coupons, and the remainingone-fourthused20 coupons (7%, 50 coupons). As a group, our respondents had favorableattitudestowardcoupons (mean 3, themidpointof the scales), but our sample includedrespondentswith widely rangingattitudestowardcoupon redemption.MeasuresAll measureswere paper-and-pencil,self-reportmeasuresexcept for coupon use, which was assessed from the shopping receipts.Both the numberof coupons used and the dollar amount saved by coupons were counted and summedover all the receipts submittedby a respondent.These twoquantities were divided by the total shopping expenditure(also counted from the receipts),and then square-roottransformations were applied to each ratio to normalize theirskewed distribution.These transformedratios were used asthe twin indicatorsof coupon use.Measurementitems for all constructs in our model areshown in Table 2. Demographics (not shown in Table 2)were assessed by preformedcategories(for age and income)or by an actualnumberwrittenin (Education:highest gradeattended;Household size: numberof persons in the household; Employment: average number of hours/week employed-zero if not working).RESULTSThe hypothesized model of Figure 1 was estimated byLISRELVI (Joreskog and Sorbom 1984), with simultaneous fitting of the measurementand structuralcomponentsofthe model. In the first estimationof the model, all proximalpathswere left free and all distal pathsfixed. Proximalpathsfound to be nonsignificantwere subsequentlyfixed, and distal pathsjudged to be potentiallysignificant(on the basis ofan inspection of "modificationindex") were freed. In addition, dependent variable constructs not connected by acausal path were allowed to correlate(by linking theirunexplained variances) if their association was significant. Thefour demographics (which were modeled as independentvariables) were also allowed to correlate.The final modelhad a x2 value of 1027.69 for 778 degrees of freedom(AGFI .762, RMSR .072). A null model was also estimated(inwhich all measurementand structuralpaths are fixed tozero), which yielded a x2 value of 4372.74 for 861 degreesof freedom (AGFI .289, RMSR .221). The significance of3A1 age groups were included: 17-20 years: 3%; 21-24 years: 7%;25-34 years: 27%; 35-44 years: 43%; 45-54 years: 15%;55 years: 5%.Likewise, all income categories were included: 10,000, 7%; 10,000-25,000, 20%; 25,000 -35,000, 16%; 35,000 -50,000, 20%; 50,000 -70,000, 17%; 70,000 , 19%. One-third(31%) of our respondents had no college education(a majoritydid graduatefrom high school),about one-fourthof them (28%) had some college education,anotheronefourth (25%) graduatedfrom college, and 15% had post-graduateeducation. Twenty-eightpercentof the shoppersin our sample were nonworkingwomen; 14% held a part-timejob (up to 25 hours/week), and 58% a fulltime job.

539SupermarketCoupon REMENTDEVIATIONSMEANANDSTANDARDCoupon Use (.960, .923)a1. Numberof coupons used per 100 of grocery shopping (counted from receipts)2. Dollar amountsaved due to coupons per 100 of

and Shoemaker (1987; study 9) argued for and empirically demonstrated a cross-product consistency in consumers' coupon proneness. Shimp and Kavas (1984) directly exam- ined the perceived costs/benefits of couponing (study 10). Using exploratory interviews with consumers, these re- searchers inventoried the benefits and costs of coupon re-

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