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USING THE S-O-R MODEL TO UNDERSTAND THE IMPACT OF WEBSITE ATTRIBUTESON THE ONLINE SHOPPING EXPERIENCEJonelle Zimmerman, B.S.Thesis Prepared for the Degree ofMASTER OF SCIENCEUNIVERSITY OF NORTH TEXASAugust 2012APPROVED:Kiseol Yang, Major ProfessorHaejung M. Kim, Committee MemberBharath Josiam, Committee MemberTammy Kinley, Chair of the Departmentof Merchandising and DigitalRetailingJudith Forney, Dean of the College ofMerchandising, Hospitality, andTourismMark Wardell, Dean of the ToulouseGraduate School

Zimmerman, Jonelle. Using the S-O-R Model to Understand the Impact ofWebsite Attributes on the Online Shopping Experience. Master of Science(Merchandising), August 2012, 100 pp., 10 tables, 11 figures, references, 115 titles.Using Mehrabian and Russell’s (1974) stimulus (S) - organism (O) - response (R)model, this study developed online shopping experience framework that explainsconsumer behavioral responses toward online and offline stores. The results of theexamined hypothesized relationships in this study reveal website attributes that createpositive affective and attitudinal states and behavioral responses toward the retailersand retailers’ websites. Among website attributes, interface design is the strongestpredictor of all behavioral responses, while website attributes relating to shoppingservices and security/privacy affect long term behavioral responses, such as purchaseintention and brand loyalty. This study is imperative to practitioners and researchers, asthey will help further develop online store environments and online shoppingexperience.

Copyright 2012byJonelle Zimmermanii

TABLE OF CONTENTSPageLIST OF TABLES . vLIST OF FIGURES . viCHAPTER 1 INTRODUCTION. 1Significance of the Study . 3Purposes of Study . 4Operational Definitions . 4CHAPTER 2 LITERATURE REVIEW . 9Consumer Experience . 9Theoretical Background: Online Shopping Experience. 12Stimuli: Website Attributes . 14Website Design . 17Security/Privacy . 21Shopping Services . 22Organism: Internal States. 26P-A-D Framework: Affective State . 26Consumer Trust and Satisfaction: Attitudinal State . 28Response: Behavioral State . 30Store Response: Intent to Visit the Store . 30Website Response: Purchase and Revisit Intent . 31Brand Response: Brand Loyalty . 32Research Model . 33Hypotheses . 34CHAPTER 3 METHODOLOGY . 38Instrument Development . 38Validity Test. 42Sample and Data Collection . 43iii

CHAPTER 4 RESULTS . 45Data Analysis . 45Sample Characteristics . 45Reliability Test . 46Exploratory Factory Analysis of Website Attributes . 49Testing Hypotheses: Multiple Regression Analysis . 54CHAPTER 5 DISCUSSION AND IMPLICATIONS . 62Website Attributes and Internal States . 62Product Presentation . 63Interface Design . 63Security/Privacy . 66Personalized Services . 67Interactive Services . 68Internal States and Behavioral Responses . 68Pleasure . 69Arousal . 70Dominance . 71Trust . 72Satisfaction . 72Consequent Relationships . 73Interface Design . 73Security/Privacy . 76Interactive Services . 77Practical Implications . 78Research Implications . 80Limitations . 82Conclusions . 83APPENDIX SURVEY QUESTIONNAIRE . 85REFERENCES . 92iv

LIST OF TABLESPage1.Website Attributes. 202.Security/Privacy . 223.Shopping Services . 254.Instrument Information . 415.Demographic Information & Internet Usage . 466.Reliability of Internal States . 487.Reliability of Behavioral Responses . 498.Exploratory Factor Analysis of Website Attributes . 519.Multiple Regression between Website Attributes and Organism State . 6010.Multiple Regression between Organism State and Behavioral Intentions . 61v

LIST OF FIGURESPage1.Research model . 342.H1 results . 553.H2 results . 564.H3 results . 565.H4 results . 576.H5 results . 577.H6 results . 588.H7 results . 599.H8 results . 5910.H9 results . 6011.Consequent relationships . 78vi

CHAPTER 1INTRODUCTIONConsumers become active in seeking product information across all availablechannels before making purchases and the Internet is reported as the main source forgathering such information (Afef, Jamel-eddine, & Claude, 2010). A company’s websiteis becoming the most direct and interactive contact medium between retailers andconsumers. Retailers’ online presences not only enable consumers to gainproduct/services information, but further provide a venue for creating positive shoppingexperience that drives traffic to online and offline stores. As Park and Stoel (2005)noted, the more information a website provides, the more likely a consumer developsconfidence, familiarity, and satisfaction with a retailer. It suggests that a retailer’swebsite is not just a point of purchase; it is a touch point in connecting consumers andbuilding consumer engagement with the retailer.In order to offer more versatile online store attributes that enhance onlineshopping experience, many modern retailers, such as Anthropology and H&M, havegone beyond the traditional point of purchase website. Retailers have created additionalcomponents to their websites that keep consumers on the website and engaged withthe brand for longer periods of time. These components range from fashion blogs andindustry news, to featured outfits of the day, that consumers can comment on andshare with friends through email or social media. These retailers use their websites asan interactive marketing vehicle to gain new customers as well as provide favorable1

online shopping experience that generates positive responses toward the retailers(Ertell, 2010).Ha and Stoel’s (2006) study reported that consumer ability to engage in awebsite through his or her understanding and control of the experience, led to overallhigher levels of satisfaction. Connecting the consumer’s need for dominance throughthe use of a website functions and features can be a strong predictor of behavioralresponse, which is the result of positive online shopping experience. Additionally, thereis extensive research that supports the positive relationship between positive emotions,satisfaction, trust, and purchasing in both store and online environments (Donovan,Rossiter, Marcoolyn, and Nesdale, 1994; Menon and Kahn, 2002; Wang, Minor, andWei, 2011). Consumers demonstrate different responses to given various websiteattributes and stimuli. Some consumers may respond positively to visual cues, such aswebsite design and navigation, while others respond well to detailed productpresentation and company information (Eroglu, Machleit Davis, 2001; Mathwick,Malhotra, and Rigdon, E. 2001). Taking retailers’ website environment stimuli intoconsideration, the stimulus (S) - organism (O) - response (R) model developed byMehrabian and Russell (1974) is a key component in focusing the various dimensionsthat may stimulate consumers, as well as postulating the various emotional andbehavioral responses of consumers. Used to study the impact of brick-and-mortar(Bitner, 1992; Donovan et al., 2002) and online (Eroglu et al., 2001; Mathwick et al.,2001) shopping environments on consumer responses, this framework is also importantto explore online shopping experience. As many retailers attempts to enrich online2

shopping experience, it is imperative to identify the key website attributes that create afavorable online shopping experience as a competitive advantage in generating positivebehavioral responses towards a retailer’s website, ultimately enhancing shoppingexperience.Significance of the StudyIn the review of literature on shopping experience associated with retailers’websites, researchers have continually mentioned the need to further study the impactsand connection between online shopping experience and consumer response. Amajority of extant studies (e.g. Brakus, Schmitt, and Zaratonello, 2009; Reynolds, Ruiz,and Sicilia, 2006) focus on the fact that consumers are responding to shoppingexperience, and further studies (Wolfinbarger and Gilly, 2003; Zarantonello andSchmitt, 2010; Chen, Hsu, and Lin, 2010) outline the online shopping experience withintent to purchase online or other form of behavioral responses (e.g., brand loyalty,repatronage intention to website, intention to visit a store). However, little research hasbeen conducted on website attributes as it relates to online shopping experience andhow it develops the consumer’s internal states that affect behavioral responses towardthe retailers. Given that online shopping experience is a key dimension to theconsumer’s overall experience of the retailer, examining the effects of online shoppingexperiences on consumer behavioral response will contribute to providing implicationsfor designing online shopping experiences that drive traffic to the retailers’ websites,offline stores, and brand loyalty to both academic researchers and practitioners.3

Purposes of StudyThe purpose of this study is to explore website attributes that create favorableonline shopping experience and investigate its effects on behavioral responses. Threespecific objectives to be explored in the study are: (1) to identify the website attributesthat create favorable online shopping experience; (2) to examine the effects of thosewebsite attributes on consumer internal states of online shopping experience; and (3)to investigate the consequent effects of internal states on behavioral responses towardthe retailer. In examining the online shopping experience process, this studyincorporated Brakus’s (2009) brand experience dimensions into Mehrabian and Russell’s(1974) stimulus (S) - organism (O) - response (R) framework and posited websiteattributes as stimuli, internal states as organism influenced by the stimuli, andbehavioral responses as outcome from online shopping experience.Operational Definitions Online shopping experience: Defined, as well as limited by the variouswebsite attributes, online shopping experience is the interaction, observation, andevaluation a consumer has with a retailer’s website (Eroglu et al., 2001; Chen et al.,2010; Brakus et al., 2009; Zarantonello and Schmitt, 2010). S-O-R: Based on the assumption that the cause of the behavioral changesdepends on the quality of the stimulus that communicates with the organism, that is, aconsumer’s internal state in this study. The constructs of this model are utilized as the4

website attributes (stimulus), consumer internal states (organism), and the behavioraloutcomes (response) (Mehrabian and Russell, 1974) in this study.Stimulus: Stimuli as a dimension of online shopping experience relatesoto aesthetic and sensory perceptions for shopping environments, products,services, and brands (Bloch, Brunel and Arnold, 2003; Brakus et al, 2009). Forthis study stimulus is represented as website attributes that includes websitedesign, security/privacy, and shopping services.o Organism: Theorized as the emotional and attitudinal state after theintroduction of a stimulus, the organism for this study represents the consumer’sinternal state of mind after viewing the website attributes, which includespleasure, arousal, and dominance as affective state (Russell and Mehrabian,1977). Additionally, trust and satisfaction are added to examine the attitudinalstates in this study. The addition of the attitudinal state was determined to be amore complete evaluation of the internal state (Sicilia, Ruiz, and Reynolds, 2006).o Response: It refers to behavioral reactions of a consumer shoppingexperience. Four dimensions of response are explored in this study: intent to visitthe store, intent to purchase, intent to re-visit the website, and brand loyalty. Website attributes: the dimensions of a website that create the wholeshopping experience had by consumers, classified as website design, security/privacy,and shopping services. These website attributes established based on previousliterature and were determined to be variables that capture the shopping experience ofthe website.5

o Website design: Representative of both aesthetic and functionalaspects of the website. Website design describes the layout, navigation of theretailers’ websites as well as product information and presentation ofmerchandises (Loiacono, Watson, and Goodhue, 2002; Yoo and Donthu, 2001;Francis and White, 2002; Chen et al., 2010).o Security/privacy: The websites ability to provide a secure infrastructurefor consumers (Chen et al., 2010). It is associated with providing adequatesecurity features for transactions and other informational outputs that keeps theprivacy of consumers.o Shopping services: Expanding on the traditional concept of customerservice (e.g., sales help, easy and accurate transactions), shopping servicescover a vast array of modern technological conveniences, from personalshopping advices, to social networking feeds, fashion blogs, and instantmessenger sales help. The shopping service variable is categorized into twodimensions, personalized services, and interactive services. P-A-D: Mehrabian and Russell (1974) first developed the Pleasure-Arousal-Dominance scale to measure emotional states. Donovan and Rossiter (1994) first usedthe P-A-D model to examine the relationship between emotional states provoked bystore environment and the consumer behavioral intention in those environments.o Pleasure: Representing the entertainment aspect of the onlineshopping experience (Mehrabian and Russell, 1974).6

o Arousal: Representing the aspects of the experience that catch theattention of the consumer and lead to a positive reaction (Mehrabian andRussell, 1974).o Dominance: It refers to the control that the consumer has over theirexperience. For this study dominance relates to the usability of the websiteattributes and experience, as well as the control felt over security and privacy(Mehrabian and Russell, 1974). Trust: Trust is considered consumer’s confident expectations in the security,privacy and reliability of the website (Ha and Stoel, 2009, Delgado-Ballester, MunueraAleman, and Yague-Guillen, 2003). Satisfaction: Satisfaction is the positive outcome of website attributes as aresult of the online experience meets or exceeds consumer expectations (Caro andGarcia, 2007). Intent to visit the store: The consumer’s planned decision to visit a retailer’sstore associated with a website previously visited by the consumer (Danaher, Wilson,and Davis, 2003). Riley (2010) found that consumers often visit a retailer’s website as asource of information before deciding what stores to visit. Ha and Stoel’s (2009) studyreferred to this as a part of a consumer’s shopping orientation, where they develop anawareness of a brand and there by develop a desire to visit a brick and mortar storeassociated with that brand. Purchase intent: Defined as an idea or attitude about a future decision inregards to consumption (Eagly and Chaiken, 1995). Purchase intent relates to consumer7

purchase intention on the retailer’s website. It is a consumer behavioral responsedeveloped by consumer internal states that influenced by website stimuli. Intent to revisit the website: A complete cycle with the all channels of theretail structure (Constantinides, 2004; Danaher et al., 2003). The intent to revisit thewebsite describes the consumer behavioral response of returning to the website afterfirst visiting the website and then visiting the store. Brand loyalty: When consumers choose to repeat a shopping experience atthe retailer’s store/website, they are participating in brand loyalty. The continualrelationship a consumer has with a brand, a relationship where the consumer favorablychooses one brand over another (Danaher et al., 2003).8

CHAPTER 2LITERATURE REVIEWRetailers’ websites are significant venues that enable retailers to interact withconsumers while enriching the shopping experiences associated with the retailer. Thisstudy approaches the process of forming consumer experiences in the retailer’s websitewithin stimulus (S) - organism (O) - response (R) framework. This study proposes thatwhen consumers are exposed to retailers’ websites attributes, it develops his or herinternal states toward the retailer’s website attributes, and the internal states generateconsumer behavioral response toward the retailers and retailers’ websites. In buildingtheoretical foundations to support the proposed framework, this chapter discusses thefollowing components: online shopping experiences, S-O-R framework, websiteattributes affecting consumer experience, internal states, and consumer responsestoward retailers as a result of online shopping experience.Consumer ExperienceThe term “experience,” in relation to consumers, has many current industrydefinitions, as well as numerous associations based on the distinctive type of“experience” being defined. Researchers have acknowledged that experience is derivedfrom consumer interaction based on contact, knowledge, and observations (Brakus etal., 2009; Arnould et al., 2002; Brakus et al., 2008; Holbrook, 2000). Shoppingexperience is more likely to be a spontaneous occurrence influenced by stimuli in theshopping encounters than a deliberate interaction a consumer has. Ultimately, a9

consumer forms a relationship with a retailer when he or she first becomes aware of it(Hoch, 2002). When the consumer assesses and observes the retailer’s shoppingencounter, either direct or indirect relationships are formulated. When evaluatingshopping experience, consumers are asked to first reflect on his or her direct andindirect experiences with the retailer (Hoch and Ha, 1986; Brakus et al., 2009). If theconsumers are familiar with the retailer or brand, he or she will likely have encounteredboth direct and indirect experiences with that retailer/ brand with previously formulatedjudgments, attitudes, preferences, and purchase intentions (Hoch and Deighton, 1989;Hoch and Ha, 1986; Huffman and Houston, 1993).In the previous literature of consumer experiences, many researchers focused onthe sensory and emotional aspects of experience. Brakus et al. (2009)’s brandexperience study manifested that experience consisted of four dimensions: sensory,affective, intellectual, and behavioral. The experience dimensions can be associatedwith shopping experiences while interacting with the retailers’ offerings in the shoppingenvironments.In Brakus et al. (2009)’s study, sensory refers to visual, auditory, tactile,gustative and olfactory stimulation by the retailer (Brakus et al., 2009; Zarantonello andSchmitt, 2010). According to Jin and Park (2006), three main factors that encompassthe sensory experience are informational content, navigation structure, and graphicstyle. Though informational content ties into the intellectual dimension of the shoppingexperience, it is more associated with the information design and how the informationis presented in terms of the sensory dimension. Affective dimension is associated with10

consumer feelings evoked responding to brand stimuli and the emotional attachmentthe consumer has with the retailer (Brakus et al., 2009; Zarantonello and Schmitt,2010). Affective dimensions can have powerful, but often faltering effects on consumerbehavioral response (Brakus et al., 2009). Though consumers naturally developemotional responses to retailers, which can increase the consumer’s desire to engagewith the retailer, it often can be a short lived state as human emotions vary frominstance to instance (Brakus et al., 2009). Intellectual dimension, based on convergentand divergent thinking, refers to the ability of the retailer to be engaging to consumers(Brakus et al., 2009; Zarantonello and Schmitt, 2010). One study classified “intellectualengagement” as consumers drive to search for information on the website, particularlywith no intent to purchase (Pauwels, Leeflang, Teerling, and Huizingh, 2011). Jin andPark (2006) determined information, especially in the form of customer communication,to be the key predictor in overall customer satisfaction. Furthermore, Pauwels et al.(2011) found that consumers crave intellectual engagement as a part of theconsumption process. Informational websites can be a place where customers can beentertained by the retailer through the use of activities and lifestyle stimulus of thewebsite, which makes customers fantasize about the product information offered by theretailer. The intellectual aspect of the shopping experience is an element that has notbeen widely used, however it adds a level of depth to the shopping experience thatkeeps consumers engaged with a particular brand (Pauwels et al., 2011). Behavioraldimension is the bodily experiences that are associated with lifestyle and the physical11

interaction between consumer and retailer (Brakus et al., 2009; Zarantonello andSchmitt, 2010).The intensity and the dimensions evoked by each stimulus is a personalencounter and individual consumers respond to the stimuli given by the retailerdifferently (Zarantonello and Schmitt, 2010). Therefore, online shopping experienceneeds to be approached through both stimulus, and also the process of forming theexperience as a whole. Grounded upon the S-O-R theory, online shopping experience isexamined using the following theoretical background.Theoretical Background: Online Shopping ExperienceYielding analytical responses of experience evaluation and shopping involvement,researchers have examined the common variables between online and offline shoppingexperiences. Based on the previous research online shopping experience has presentlybeen defined as the interaction, observation, and evaluation a consumer has with aretailer’s website (Eroglu et al., 2001; Chen et al., 2010; Brakus et al., 2009;Zarantonello and Schmitt, 2010). Some of the pioneers of online retail environmentstudies, Eroglu et al. (2001) first unraveled that though the online environment ismerely a fraction of what the store environment entails, the experience aspect stillneeds to have as much depth for an online store as is does for the brick and mortarstores.Eroglu et al. (2001)’s experimental study broke down the stimulus aspect of theonline environment into two dimensions, high involvement and low-involvement12

interactions. They determined that a website could display simple text view and brandassociation with a product, that the consumer would be able to identify and most likelypurchase a utilitarian product, such as socks, through this retail channel. However, ifthe website were to involve dynamic merchandise photos, intriguing layout, and moreenvironmental cues representative of the store, the website would be closer to theenvironmental experience of the store and the hedonic consumer may be more apt toengage in the online environment (Eroglu, 2001). Wang et al. (2011) researched therelationship between consumers and online shopping environments. They hypothesizedthat the utilitarian aspect of online shopping often exceeds that of regular apparelshopping. Therefore, they claimed that there were two dimensions to websiteaesthetics, appeal and form. Furthermore, in this study the researchers also looked athow the motivation of the consumer played a part in his or her response to the websiteenvironment. The study found that simulated websites with both high aesthetic appealand high functional appeal that created consumer interest. It implied that thoughconsumers may respond more to functional aspects of experience online, he or she isstill interested in the aesthetic appeal of the brand and shopping environment. Manyprevious studies on brand and retail experience have noted the need for multidimensional experiences to engage consumers, and Eroglu et al. (2001) and Wang etal.’s (2011) studies showed how relative those approaches are for online experience aswell.Past literature has identified the importance of utilizing the stimulus-organismresponse (S-O-R) framework (Mehrabian and Russell, 1974) in examining store13

environment effects on consumer behavior. The framework hypothesizes thatenvironmental cues act as stimuli (stimulus) that affect the consumers’ emotional state(organism), which ultimately affects their behavior (response). A model for onlineshopping experience will be developed

the retailers. Given that online shopping experience is a key dimension to the consumer's overall experience of the retailer, examining the effects of online shopping experiences on consumer behavioral response will contribute to providing implic ations for designing online shopping experiences that drive traffic to the retailers' websites,

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