The Chain Of Effects From Brand Trust And Brand Affect To .

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The Chain of Effects from Brand Trust and Brand Affect to Brand Performance: The Role ofBrand LoyaltyAuthor(s): Arjun Chaudhuri and Morris B. HolbrookReviewed work(s):Source: Journal of Marketing, Vol. 65, No. 2 (Apr., 2001), pp. 81-93Published by: American Marketing AssociationStable URL: http://www.jstor.org/stable/3203382 .Accessed: 03/09/2012 04:53Your use of the JSTOR archive indicates your acceptance of the Terms & Conditions of Use, available at ms.jsp.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.http://www.jstor.org

ArjunChaudhuri& MorrisB. Holbrookof nce:TheRoleof BrandLoyaltyTheBrandThe authorsexaminetwo aspects of brandloyalty,purchaseloyaltyand attitudinalloyalty,as linkingvariablesinthe chainof effectsfrombrandtrustand brandaffectto brandperformance(marketshareand relativeprice).Thecontrols(hedonicvalueand utilitarianmodelincludesproduct-level,convalue)and brand-levelcategory-relatedand share of voice).The authorscompilean aggregatedata set for 107 urveysof consumersand brandmanagers.The resultsindicatethatwhenthe product-and brandlevelvariablesare controlledfor,brandtrustand brandaffectcombineto determinepurchaseloyaltyand attitudinal loyalty.Purchaseloyalty,inturn,leads to greatermarketshare,and attitudinalloyaltyleadsto a higherrelativeof these results.priceforthe brand.The authorsdiscuss the managerialimplicationspremiumsand marketsharehave been closelyPriceassociated with the increasingly salient concept ofbrandequity (Aaker 1996; Bello and Holbrook 1995;Holbrook 1992; Park and Srinivasan 1994; Winters 1991).These outcomes, which in turn drive brand profitability,depend on various aspects of brand loyalty. Specifically,brand-loyal consumers may be willing to pay more for abrandbecause they perceive some unique value in the brandthat no alternativecan provide (Jacoby and Chestnut 1978;Pessemier 1959; Reichheld 1996). This uniqueness mayderive from greatertrustin the reliabilityof a brandor frommore favorableaffect when customers use the brand.Similarly, brand loyalty leads to greater marketshare when thesame brand is repeatedly purchased by loyal consumers,irrespective of situational constraints (Assael 1998). Furthermore, because of various affective factors, loyal consumers may use more of the brand-that is, may like usingthe brandor identify with its image (Upshaw 1995). In summary, superiorbrandperformanceoutcomes such as greatermarket share and a premium price (relative to the leadingcompetitor) may result from greatercustomer loyalty. Thisloyalty, in turn,may be determinedby trustin the brandandby feelings or affect elicited by the brand.The importanceof brandloyalty has been recognized inthe marketingliteraturefor at least three decades (Howardand Sheth 1969, p. 232). In this connection, Aaker (1991)has discussed the role of loyalty in the brandequity processChaudhuriis AssociateProfessorof Marketing,Schoolof Business,ArjunFairfieldB.HolbrookMorrisis W.T.DillardProfessorof MarketUniversity.Schoolof viewChatterjee,ers fortheirhelp.Theauthorsalso irfield'sSchoolgrantsfromFairfieldUniversity'sof d.FacultyJournal of MarketingVol. 65 (April2001), 81-93and has specifically noted that brandloyalty leads to certainmarketing advantages such as reduced marketing costs,more new customers,and greatertradeleverage.In addition,Dick and Basu (1994) suggest other loyalty-relatedmarketing advantages,such as favorableword of mouthand greaterresistance among loyal consumersto competitive strategies.Yet despite the clear managerialrelevance of brandloyalty,conceptual and empirical gaps remain. Specifically, withsome exceptions (Oliver 1999; Zeithaml, Berry, and Parasuraman 1996), our conceptualizations of brand loyaltyemphasize only the behavioral dimension of that concept,thereby neglecting its attitudinalcomponents and its relationship with other variablesat both the consumerand market levels. Therefore,Eventhoughmanymarketershaveemphasizedthe needto define brand loyalty beyond operationalmeasures(mostlysequenceof purchases),the nomologyof brandloyalty in behavioraltheory(i.e., its relationshipswithotherconceptsin the expandingvocabularyof k and Basu1994,p. 99)The presentstudy explores the relationshipamong brandtrust,brandaffect, and brandperformanceoutcomes (marketshare and relativeprice) with an emphasis on understandingthe linking role played by brandloyalty.Towardthis end, wefurtherexamine the effects of two generalproduct-level,category-related control variables (hedonic and utilitarianvalue) on brandtrust and brandaffect and the effect of twobrand-level control variables (brand differentiation andshare of voice) on marketshare and relative price. If theserelationshipsexist, measures of brandtrustand brandaffectcan be included(along with existing measuresof brandloyalty and brandequity) in our assortmentof brand-valuationtechniques (Keller 1993). Moreover, marketing managerscan justify expenditureson promotionsto create such long-TheRoleof Brand/ 81Loyalty

term consumer effects as brandtrust and brandaffect. Furthermore,our understandingof the process of brandloyaltyand brandperformancewill benefit from an empiricallysupportedexplanationfor these crucial marketingconcepts.We use brands-that is, specific brandedversionsof particularproductclasses-as the units of analysis in this study.This enables us to bringconsumer-levelnotions of trustandaffect toward brands into the same plane as market-levelmeasures of brand performancesuch as market share andrelative price, which are at the level of the brand.We do thisby averagingacross consumerresponsesand thus arrivingatsingle brand-specificscores for the notions of brandtrust,brandaffect, and brandloyalty.We then merge these scoreswith data on marketshare and relativeprice to create a single data set at the level of brandsas the units of analysis. Wedo not mean to suggest in any way that brandsthemselvesare capable of affect or trust,but ratherthat brandshave theresponse potentialto elicit affect and trustfrom consumers.The brandscores thus representthe averageresponse potential of the brandin termsof the trust,affect, or loyalty that itis capable of eliciting from consumers.These brandscoresalso include data on the product-categorycharacteristicsofthe brand. As explained in the "Methods"section, theseproduct-level,category-relatedscores control for the effectof the product category on the theoretical relationshipsofinterest. This helps us extricate the relationshipsthat are atthe level of the brandalone.In what follows, we begin by defining the constructsofinterest and developing a model of the relationshipsamongthese constructs.To developourhypotheses,we drawfromthenew and emergingconcepts of relationshipmarketing,brandequity,and doublejeopardy.Here, we ,or antitheticalorientations,these conceptualizationscan be reconciledand integratedascrucialaspectsin an overallprocessof branddevelopmentandbrandperformance.In this direction,we presentthe methods,measures, and results of three surveys designed to test thehypothesesof interest.We discuss the resultsin termsof theirmanagerialrelevanceand implicationsfor furtherresearch.ModelBackgroundOliver (1999, p. 34) defines brandloyalty asa preto rebuyor repatronizea deeplyheld commitmentferredproduct/serviceconsistentlyin the future,therebyor , despitesituationalinfluencesand marketingeffortshavingthe potentialto causeswitchingbehavior.This definition emphasizes the two different aspects ofbrandloyalty that have been described in previous work onthe concept-behavioral and attitudinal(Aaker 1991;Assael1998; Day 1969; Jacoby and Chestnut 1978; Jacoby andKyner 1973; Oliver 1999; Tucker 1964). Behavioral,or purchase, loyalty consists of repeatedpurchases of the brand,whereas attitudinalbrandloyalty includesa degree of dispositional commitment in terms of some unique value associated with the brand.We propose in Figure I thatbrandshighin consumertrustand affect are linked throughboth attitudi-82 / Journalof Marketing,April2001nal and purchaseloyalty (also among consumers)to greatermarketshare and premiumprices in the marketplace.'Consider,for example, a diner who patronizesonly onerestaurant.One explanationfor this behaviorcould involve alack of knowledgeof otherrestaurantsand thushabituationtoa single place of patronage.Anotherpossible explanationishas foundthatthatthe consumerhas visited otherrestaurants;restaurantsdifferin quality,convenience,service,andso forth;has discovereda particularrestaurantthat can be trustedandrelied on in terms of these criteria;and now chooses to frequentthis restaurantratherthanother,less trustworthyplaces.Anotherscenario is that the customermight have developedstrongemotionalties with the restaurantor with its staff.Thisbrandaffect leads to greatercommitmentin the formof attitudinalloyaltyanda willingnessnot only to revisittherestaurantbut also to pay a premiumprice for the pleasure involved.Moreover,the loyal consumermay even increasehis or herusualfrequencyof eating out every week (insteadof cookingat home), thusprovidingthe favoriterestaurantwith increasesin sales. The consumermay now also find other uses for therestaurant,such as orderingtake-outfood when in a hurry,encouraginggroupvisits with friends,askingthe staff to catera party,and so on. All this will generateadditionalsales andconsequentprofitablebrandoutcomesfor the restaurant.In the present study, brandaffect is defined as a brand'spotential to elicit a positive emotional response in the average consumer as a result of its use. In consonance with thedefinition of trust provided by Moorman, Zaltman, andDeshpande (1992, p. 315) and Morgan and Hunt (1994, p.23), we define brandtrust as the willingness of the averageconsumer to rely on the ability of the brand to perform itsstated function. Moorman,Zaltman,and Deshpande(1992)and Doney and Cannon (1997) both also stress that thenotion of trust is only relevant in situations of uncertainty(e.g., when greater versus lesser differences among brandsoccur). Specifically, trustreduces the uncertaintyin an environment in which consumers feel especially vulnerablebecause they know they can rely on the trustedbrand.Doney andCannon(1997, p. 37) suggestthatthe constructof trustinvolvesa "calculativeprocess"basedon the abilityofan objector party(e.g., a brand)to continueto meet its obligationsandon an estimationof the costs versusrewardsof staying in the relationship.At the same time, Doney and Cannonpoint out thattrustinvolvesan inferenceregardingthe benevolence of the firm to act in the best interestsof the customerbasedon sharedgoals and values.Thus, beliefs aboutreliability, safety, and honesty are all importantfacets of trust thatpeople incorporatein their operationalizationof trust, as wediscuss subsequently.Overall,we view brandtrustas involving a processthatis well thoughtout andcarefullyconsidered.whereasthe developmentof brandaffect is more spontaneous,more immediate,and less deliberatelyreasonedin nature.IThis frameworkdraws on assumptions made at the level ofindividualconsumers, whereas the data in the study are compiledat the level of aggregated responses. This is not uncommon. AsFox, Reddy, and Rao (1997, pp. 253-54) point out, "The conceptual basis for most observedaggregate(macro)phenomenais at thedisaggregate, individual (micro) level." See also the other references cited by these authorsin defense of this treatment.

FIGURE1A Model of Brand Loyalty and Brand PerformanceProduct-Level ControlsUtilitarian valueHedonic 2aBrandS cH2bAffect AttitudinalLoyaltyH4 RelativePriceBrand-Level ControlsDifferentiationShare of voiceThe model in Figure 1 also includes certain productlevel, category-relatedcontrol variables (hedonic and utilitarian value) and certain brand-levelcontrol variables thatare discussed fully in a later section (see "ControlVariables"). Researchers have suggested that the productcategory characteristics will influence brand-level effects(such as brand trust, brand affect, brand loyalty, or brandperformance). Categorization and schema theory (Lurigioand Carroll 1985; Sujan 1985) appears to bear this out.These theories both suggest that product-categorycognitions are likely to precede thoughts and feelings aboutbrands within the product category. According to categorization theory (Sujan 1985), people form categories of thestimuli around them, and new stimuli (e.g., brands) areunderstoodaccording to how they fit into these existing categories. Thus, prior knowledge of the product categorydeterminesthe type of evaluationthat a brandstimulus willevoke. Similarly, schema theory (Lurigio and Carroll 1985)suggests that people form abstract schemata from priorknowledge and experience and then use these schemata(say,product categories) to evaluate new information (say, onbrands). Hedonic and utilitarian values can thus be conceived of as abstractlyrepresentingtwo types of knowledgegathered from prior experience with the product categoryfor use in evaluating individual brands within that productcategory.HypothesesAs mentioned previously, it has been suggested that brandloyalty includes some degree of predispositionalcommitment towarda brand(Aaker 1991; Assael 1998; Beatty andKahle 1988; Jacoby and Chestnut 1978). Therefore, ournotion of brandloyalty in this study includes both purchaseloyalty and attitudinalloyalty (Figure 1). Purchaseloyalty isdefined as the willingness of the averageconsumerto repurchase the brand.Attitudinalloyalty is the level of commitment of the averageconsumertowardthe brand.We propose that brand trust and brandaffect are eachrelated to both purchaseand attitudinalloyalty. This proposition stems from the emergingtheoryof brandcommitment(similarto brandloyalty) in relationshipmarketing(Fournier1998; Gundlach,Achrol, andMentzer 1995;Moorman,Zaltman, and Deshpande 1992; Morganand Hunt 1994; Webster1992). Brand trust and brandaffect appearto serve as keydeterminantsof brandloyalty or brandcommitment,consistent with the concept of one-to-one marketingrelationships.Brand trust leads to brand loyalty or commitmentbecause trustcreates exchange relationshipsthat are highlyvalued (Morgan and Hunt 1994). Indeed, commitment hasbeen defined as "an enduring desire to maintain a valuedrelationship"(Moorman,Zaltman,and Deshpande 1992, p.316). Thus, loyalty or commitment underlies the ongoingprocess of continuing and maintaininga valued and important relationship that has been created by trust. In otherwords, trustand commitmentshould be associated, becauseTheRoleof BrandLoyalty/ 83

trust is importantin relationalexchanges and commitmentis also reserved for such valued relationships.In this connection, Moorman, Zaltman, and Deshpande (1992) andMorgan and Hunt (1994) find that trust leads to commitment in business-to-businessrelationalexchanges. Thus, wesuggest thatbrandtrustwill contributeto both purchaseloyalty and attitudinalloyalty. Trustedbrands should be purchased more often and should evoke a higher degree of attitudinalcommitment.HI:Brandtrustis positivelyrelatedto both(a) purchaseloyaltyand(b) attitudinalloyalty.In the context of maintainingbrand relationships,theemotional determinantsof brand loyalty or commitmentneed to be considered separately. Gundlach, Achrol, andMentzer(1995) suggest that commitmentis associated withpositive affect and that though this may preventthe explorationof other alternativesin the shortrun, steady customerbenefits are likely to accrue from such affective bonding inthe long run. In particular,these authorsview such a relationshipor "affectiveattachment"(p. 79) to be most beneficial in uncertainenvironments.Ourexpectationof a positiverelationshipbetween brandaffect and brandcommitmentorloyalty is further predicated on the ties between positiveemotional feelings and close interpersonal relationships(Berscheid 1983). In this connection, Berscheid (1983) isolates two critical aspects of a close emotionalrelationshipnamely, the magnitudeof the affect (intensity)and its hedonic sign (positive/negative). We suggest that the closerelationshipof a brandwith its consumers(i.e., commitment)also tends to reflect the level of positive affect generatedbythat brand. Strong and positive affective responses will beassociated with high levels of brandcommitment.Similarly,Dick and Basu (1994) have proposed that brand loyaltyshould be greater under conditions of more positive emotional mood or affect. Thus, brands that make consumers"happy"or "joyful"or "affectionate"should promptgreaterpurchaseand attitudinalloyalty. People may not always purchase the brandsthey "love"for reasonsof high price and soforth. In general, however, brandsthat are higher in brandaffect should be purchasedmore often and should :Brandaffectis positivelyrelatedto both(a) purchaseloyaltyand(b) attitudinalloyalty.Figure I furthersuggests that the variablesof purchaseloyalty and attitudinalloyalty contributeto brandoutcomessuch as marketshare and relativeprice. Here, as elsewhere,market share is defined as a brand's sales taken as a percentage of sales for all brands in the productcategory.Weexpect that brands higher in purchase loyalty will also behigher in market share because of higher levels of repeatpurchases by the brand's users. This expectation is predicated on the theory of double jeopardy (McPhee 1963),which has been advancedas one of the few "lawlike"generalizations in marketing(Ehrenberg,Goodhardt,and Barwise1990, p. 90) and is supportedby a considerablebody of evidence (see also Donthu 1994; Faderand Schmittlein 1993).The double-jeopardytheory specifies that brands withsmaller market share are at a disadvantagecompared with84/ Journalof Marketing,April2001brandswith largermarketsharein two ways: First,they havefewer buyers;second, they are purchasedless frequentlybythese few buyers. In contrast, more popular brands withlarger market shares have more buyers and are purchasedmore often by these buyers. In short, relevantto our presentconcerns, brandswith greaterpurchasingloyalty should anddo exhibit greater market shares, with a correlation ofapproximately r .60 for frequently purchased products(Ehrenberg,Goodhardt,and Barwise 1990, p. 83). Accordingly, we can expect a positive relationship between abrand'smarketshare and the purchaseloyalty of its buyers.The caveat must be made that increasing purchase loyaltyresults in increasedmarketshare only if the size of the targeted segment is large enough and if other segments (e.g.,present heavy users of the brand) are not alienated by anychanges in marketingstrategy.Also, this discussion may bemore appropriatefor national or internationalbrands thanfor regional or local brands.These caveats notwithstanding,H3:Marketshareincreasesas purchaseloyaltyincreases.Relative price is defined as the price of a brandrelativeto that of its leading competitor.We use relative price as anaspect of brandperformancewith the caveat that in evaluating this performance,price should be considered in conjunction with the costs of maintainingthe brand(which, inthe present case, we assume to be roughly equal amongcompetitors and/orheld constant by partialingout share ofvoice as a control variable,as describedsubsequently).Consumers'price perceptionsof brandshave been foundto be unrelatedto brandloyalty (Yoo, Donthu,andLee 2000).However, when actual ratherthan perceived relative pricemeasuresare used, we proposethatbrandshigherin attitudinal loyalty will commandhigher relativeprices. This proposition draws on the theory of brandequity, which has beendescribed by the MarketingScience Instituteas "the set ofassociationsand behavioron the partof a brand'scustomers,channel members, and parent corporationthat permits thebrandto earngreatervolume or greatermarginsthanit couldwithout the brandname"(Leuthesser 1988, p. 31). Winters(1991) and Aaker (1996) have reviewed different ways ofassessing brandequity,andboth authorsreachthe conclusionthatthe price of a brandin the marketplaceis a criticalaspectof its brandequity.Furthermore,Holbrook(1992; Bello andHolbrook 1995) defines brand equity operationallyas theprice premiumassociatedwith a given brandname across arangeof productcategories.Moreover,to cite Keller( 1993, p.9), "Consumerswith a strong,favorablebrandattitudeshouldbe more willing to pay premiumpricesfor the brand."In otherwords, greaterattitudinalloyalty should lead to greaterwillingness to sacrifice by paying a premiumprice for a valuedbrand.Therefore,on the basis of the literature,we expect asignificantand positive relationshipbetween a brand'sattitudinal loyalty and its relativeprice in the asesas attitudinalControl VariablesAlthough they are not of primarytheoretical interestto ourstudy, we include in our model control variables that havebeen found in prior research to affect brand outcomes.

Beyond whateversubstantiveinterestthese control variablespossess in theirown right,theirmajorpurposehere is to helpremove statistical noise due to omitted-variablesbias in acase in which we can captureeffects that have been shownelsewhere to make a difference.Brand-level control variables. Smith and Park (1992)find that the degree of branddifferentiationis significantlyrelated to marketshare. With some exceptions, the brand'sshare of voice has also tended to account for marketshare(Jones 1990). Furthermore,branddifferentiationmayjustifya higher relative price. Also, share of voice may reflect differences in advertisingexpendituresand thereforemay alsotend to affect relative price. Thus, controlling for these variables statisticallyby including them with the other independent variablesof interest provides for a strongertest of ourhypotheses regardingthe impact of brandloyalty on the relevant brandperformanceoutcomes (while branddifferentiation and share of voice are held constant).Product-level, category-related control variables. Inpresenting an alternativeto the usual decision-orientedperspective on consumer behavior, Holbrook and Hirschman(1982) advocate research on the experiential aspects ofhuman consumption in which emotions and feelings ofenjoyment or pleasureare key outcomes. They also proposetwo differenttypes of consumption:utilitarianproductswithtangible or objective features and hedonic products withnontangibleor subjectivefeaturesthatproducea pleasurableresponse from consumers. More recently, other researchershave attempted to measure the hedonic versus utilitarianaspects of consumption (Babin, Darden, and Griffin 1994;Batra and Ahtola 1991; Mano and Oliver 1993; Spangenberg, Voss, and Crowley 1997). Viewed broadly, these twoaspects of hedonic and utilitarianvalue correspond to thearchetypalconstructsof emotion and reason.In this connection, it has been found that affect and reason meaningfullydescribe a variety of productcategories (Buck et al. 1995).In a similar spirit, we adopt the hedonic and utilitarianvalueof productsas basic and fundamentaldescriptorsof productcategory characteristics.We define hedonic value as thepleasure potential of a productclass and utilitarianvalue asthe ability to performfunctions in the everydaylife of a consumer. Note that hedonic value and utilitarianvalue are notconsidered in this study to represent two ends of a singlecontinuum. Instead, we view them as two potentiallyorthogonal types of value, and we suggest that productsarebest conceived as offering some degree of both.2Hedonic and utilitarianvalue reflect two contrastingparadigms in consumer behaviortheory.Specifically, the information-processing paradigm (e.g., Bettman 1979) regardsconsumer behavior as largely objective and rationaland asoriented toward problem solving. Thus, brand trust (whichinvolves a calculative process, as described previously)2Asone of thereviewersof ndutilitarianvaluemaydependon whethertherelevantsatisfactionis immediate(utilitarianvalue)or in thefutureforexample,maybe anin theirinitialuse butresultin relieffrompain,whichendresult.Hereandmaybe viewedas a gratifyingandpleasurableto bothelsewhere,a givenproductcategorypotentiallycontributestypesof customervalue.toward a particularfavoredbrandmay be greaterwhen theutilitarianvalue in the productcategory is high in terms oftangible productattributes,such as quality or convenience.In contrast,in the experientialparadigm,consumerbehaviorpursues the more subjective, emotional, and symbolicaspects of consumption (e.g., Hirschman and Holbrook1982; Holbrookand Hirschman1982). More hedonic products have nontangible, symbolic benefits and are likely toencouragea greaterpotentialfor positive brandaffect. Whenthe emotional elements of pleasureare high and positive fora product category, consumers should experience morefavorableaffect towardthe brandconsumed.Allowing for these kinds of relationshipshelps controlfor that part of the trustingor affective response to a brandthat depends on the productcategory itself ratherthan thebrand alone. Some of the benefits of a brand may indeedaccrue from the productcategory it belongs to, and accordingly we control for both hedonic and utilitarianaspects ofproducts,which may account for certain tangible and nontangible aspects of brands.This helps ensure that whateverbrand-relatedeffects appear in this study are due to thebrandand not to its product-categorycharacteristics.MethodThe Unitof AnalysisThis study used brands,ratherthan individuals,as the unitsof observation.This approach,which aggregatesacross consumers to produce scores for (in this case) brandsor (elsewhere) advertisements(Holbrook and Batra 1987; Olney,Holbrook, and Batra 1991; Smith and Park 1992; Stewartand Furse 1986), avoids the pitfalls of experimentalmanipulations that examine only two or a few cases across people(thereby giving rise to alternativehypotheses) while carrying greatersignificance for practitioners(who must considerthe effects of their decisions on individualbrands).IndependentMeasuresThe aggregate-level,brand-specificdata for the study werecompiled from three separate surveys conducted in threephases. Collecting these responses independentlyfor almosteverystage in the modelensuresthatlinkagesbetweenany twovariablesarenot artifactsof consistencybias due to askingthesame respondentsto provideboth sets of answersin a singlequestionnaire.The use of threeseparatesamplesguardsagainstthis kindof consistencybias andtherebyprovidesa morevalidtest of the key and Batra1991;Smithand Park1992).In Phase 1, the dataon utilitarianand hedonicvalue werecollected in the form of product-leveldata (i.e., ratings ofproductcategories that pertainto the particularbrandssurveyed later in Phases 2 and 3). Note that no brand-specificdatawere collected in Phase 1. In Phase2, measuresof brandperformance(marketshare,relativeprice)were obtainedfroma survey of productmanagers.In Phase 3, the data on brandtrust,brandaffect, and brandloyalty were gatheredby a survey of consumerswho were usersof the brandsin the study.Phases 2 and 3 were completed during a three-monthperiod in the year immediately following Phase 1. Theaggregate-leveldata generatedduringeach phase were thenThe Role of BrandLoyalty/ 85

merged to form a single brand-specificdataset for the study.Details regardingthe proceduresand measures used in thethree phases are describedin the remainderof this section.Phase 1Data collection. A sample of 146 products was randomly selected from the StandardIndustrialClassification(SIC) manual(1987). Four-digitSIC codes were selected atrandomfrom the manual'sindex of manufacturingand nonmanufacturingindustries.Next, a specific subdivision wasrandomlyselected from withineach industry,and its good orservice was taken as a unit of observation.Industrialproducts were not included in the selection, so that commonlyknown brandsfor consumer productscould be surveyed inthe later phases of data collection. As discussed subsequently, the final data set consisted of 107 brandsin 41 ofthese productcategories.A field survey of 30 actualusers was conductedfor eachof the 146 products, requiringan overall sample of 30 x146 4380 respondents(mean age 32.2 years). Respondents were first asked if they were users of the good or service and, if thus qualified,were then invitedto participate.Ifthey agreed, they were shown the survey and asked to complete it. Reasons for nonparticipationwere mostly eithernonusage of the productor lack of time to complete the survey. Overall, 11,139 total approaches were made in theNortheasternUnited States, mostly in Massachusetts,Connecticut, New York, and New Jersey. Insofar as possible,surveys were conducted at places where the product wasconsumed or purchased.Thus, for example, the surveys forhair tonics were conducted at a hairstyling salon, potatochips at a grocery store, electric fans at the appliancesectionof a departmentstore, and so forth.The surveys consisted of a self-a

larly, brand loyalty leads to greater market share when the same brand is repeatedly purchased by loyal consumers, irrespective of situational constraints (Assael 1998). Fur- thermore, because of various affective factors, loyal con- sumers may use more of the brand-that is, may like using the brand or identify with its image (Upshaw 1995).

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