Attitude Toward the Website (Shopping Enjoyment) (ATWE)

1. Abstract

The Attitude Toward the Website (Shopping Enjoyment) (ATWE) scale is a concise, three-item self-report psychometric instrument designed to assess the hedonic value and intrinsic pleasure a consumer experiences while interacting with and shopping on a specific electronic commerce platform. Developed and empirically validated by Tomas Falk, Maik Hammerschmidt, and Jeroen J. L. Schepers (2010) in their landmark investigation of dynamic and asymmetric service quality perceptions published in the Journal of the Academy of Marketing Science, the ATWE operationalizes shopping enjoyment as a distinct experiential component of online customer evaluations. Rather than assessing utilitarian website features such as navigational ergonomics, transactional security, or system availability, the ATWE isolates affective and intrinsic experiential outcomes through indicators evaluating whether shopping at the focal site is perceived as exciting, interesting, and enjoyable.

The scale employs a standard 7-point Likert response format ranging from 1 (“strongly disagree”) to 7 (“strongly agree”), with all three items scored in a positive direction and averaged to yield an overall composite score of perceived shopping enjoyment. Psychometrically, the instrument exhibits strong unidimensionality, marked internal consistency reliability (Cronbach’s alpha and composite reliability coefficients regularly exceeding 0.85 to 0.90), robust convergent validity with average variance extracted (AVE) estimates surpassing standard psychometric thresholds (AVE > 0.70), and distinct discriminant validity against related constructs such as website usability, design quality, perceived risk, and overall customer satisfaction. The ATWE has emerged as an indispensable operational tool in digital marketing, consumer psychology, electronic service quality (e-SQ) modeling, and human-computer interaction (HCI) research, offering researchers and industry practitioners an efficient, non-fatiguing measure of the experiential and hedonic mechanisms that drive customer retention, electronic word-of-mouth (eWOM), and cumulative customer delight.

2. Keywords

Shopping Enjoyment, Attitude Toward the Website, Hedonic Consumption, Electronic Service Quality, Consumer Psychology, Website Evaluation, Intrinsic Motivation, Experiential Value, Falk Hammerschmidt Schepers, Online Retail Psychometrics

3. Authors

The Attitude Toward the Website (Shopping Enjoyment) scale was refined and validated within an asymmetric e-service quality modeling framework by a distinguished team of marketing scientists and psychometric researchers specializing in service management, multichannel retailing, and customer-firm interactions:

• Tomas Falk, Ph.D. — Professor of Marketing, Department of Marketing, Aalto University School of Business, Espoo, Finland (formerly affiliated with the Department of Marketing, EBS Business School, Wiesbaden, Germany). Dr. Falk’s research centers on service management, multichannel services, front-line employee-technology interactions, and quantitative empirical modeling of customer satisfaction and loyalty dynamics.
• Maik Hammerschmidt, Ph.D. — Professor of Marketing and Chair of Marketing and Innovation Management, Faculty of Business and Economics, University of Göttingen, Göttingen, Germany. His research program encompasses marketing performance management, customer relationship management, digital service delivery, corporate social responsibility, and econometric modeling in marketing strategy.
• Jeroen J. L. Schepers, Ph.D. — Professor of Frontline Service and Innovation, Department of Industrial Engineering and Innovation Sciences, Eindhoven University of Technology (TU/e), Eindhoven, The Netherlands. Dr. Schepers specializes in frontline technology adoption, service design, technology-driven service encounters, and quantitative methodology in organizational and consumer behavior.

Correspondence regarding the original empirical validation can be directed to the authors through institutional channels or via the publication archive of the Journal of the Academy of Marketing Science (Springer Nature).

4. Purpose

The primary purpose of the Attitude Toward the Website (Shopping Enjoyment) (ATWE) instrument is to isolate, quantify, and model the intrinsic hedonic sensations and positive affective states that consumers derive directly from navigating and shopping on an electronic retail platform. Historically, research into electronic service quality and web evaluation was heavily biased toward cognitive-utilitarian paradigms. Early structural frameworks, such as the Technology Acceptance Model (TAM) and traditional operationalizations of SERVQUAL adapted for online environments (e.g., WebQual, e-SERVQUAL), positioned the online shopper as an exclusively rational information processor driven almost entirely by functional convenience, task efficiency, transaction speed, search functionality, and risk mitigation.

However, consumer psychology and behavioral economics have long demonstrated that consumption experiences are rarely purely cognitive or instrumental. Consumers frequently seek entertainment, sensory stimulation, diversion, and emotional gratification when engaging with retail spaces, both physical and digital. As online commerce transitioned from an experimental transactional channel into a ubiquitous lifestyle medium, the absence of short, psychometrically rigorous, and theoretically bounded measures of pure website-induced hedonic enjoyment became an empirical bottleneck. The ATWE was formulated to resolve this limitation by providing an ultra-brief, psychometrically robust instrument designed to capture the affective pleasure derived from the website shopping encounter itself, independently of utilitarian task fulfillment.

In academic research, the ATWE serves several critical functions:

• Testing Asymmetric Effects: In the seminal work of Falk, Hammerschmidt, and Schepers (2010), the ATWE was utilized to test the Three-Factor Theory of Customer Satisfaction and the Kano model within electronic services. By distinguishing basic factors, performance factors, and excitement factors, researchers leverage the ATWE to examine whether hedonic enjoyment functions as a “delighter” that exerts a disproportionately powerful upward pull on overall customer satisfaction when present, without necessarily causing severe dissatisfaction when absent.
• Longitudinal and Dynamic Service Quality Modeling: The scale enables researchers to track how hedonic assessments evolve across different stages of the customer lifecycle. Whereas utilitarian attributes (e.g., site reliability, order accuracy) often shift toward baseline expectations over repeated visits, shopping enjoyment often displays complex temporal decay or reinforcement dynamics depending on website novelty, gamification elements, and dynamic content presentation.
• Structural Equation Modeling (SEM) Mediational Analyses: Given its brief three-item design, the ATWE minimizes survey fatigue and respondent burden in complex structural models where multiple constructs (e.g., interface aesthetics, interactivity, brand trust, impulse purchasing, repurchase intention) are simultaneously estimated.
• Industry and User Experience (UX) Benchmarking: For e-commerce architects, UX designers, and digital retail managers, the ATWE provides a standardized, normable metric to evaluate whether front-end design overhauls, personalized recommendation algorithms, or interactive visual merchandising successfully heighten the experiential appeal of the digital storefront beyond mundane functional execution.

5. Psychological Construct

The psychological construct assessed by the ATWE is Shopping Enjoyment (also conceptualized within consumer research as perceived hedonic value or intrinsic shopping pleasure). Shopping enjoyment is formally defined as the extent to which the activity of browsing and purchasing goods or services on a specific website is perceived by the consumer as intrinsically gratifying, pleasant, engaging, and emotionally stimulating, separate from any anticipation of the physical product’s eventual utility.

The construct is situated within the broader theoretical taxonomy of consumption values articulated by consumer researchers, who divide consumer motivation into two fundamental axes:

1. Utilitarian Value: An extrinsic, task-oriented, rational, and instrumental judgment regarding the efficiency, economy, and usefulness of the transaction (e.g., “Did I acquire the target product quickly and at a favorable price?”).
2. Hedonic Value: An intrinsic, affective, experiential, and sensory evaluation reflecting the subjective pleasure, flow, entertainment, and escapism inherent in the shopping process itself (e.g., “Did I find the process of exploring this digital store delightful, stimulating, and captivating?”).

The ATWE specifically captures the hedonic dimension through three deeply interwoven psychological indicators:

• Excitement (Item 1: “Shopping at this website is exciting”): Excitement represents high-arousal positive affect. In Russell’s circumplex model of affect, emotional states are structured across two orthogonal dimensions: valence (pleasure-displeasure) and arousal (activation-deactivation). Excitement reflects the upper-right quadrant of this space—positive valence combined with physiological and cognitive activation. In an online shopping context, excitement emerges when a website provides novel visual stimulation, unexpected discoveries, limited-time interactive events, dynamic multimedia, or gamified reward mechanisms that elevate the user’s emotional energy.
• Interest (Item 2: “Shopping at this website is interesting”): Interest is a vital epistemic emotion that motivates exploration, learning, and sustained attention. When a shopper finds a website interesting, their cognitive resources are voluntarily allocated to exploring product catalogs, reading editorial content, interacting with visual configurators, or discovering curated brand narratives. In psychological terms, interest prevents cognitive boredom, drives deeper navigational immersion, and acts as a bridge between curiosity and experiential pleasure.
• Enjoyment (Item 3: “Shopping at this website is enjoyable”): Enjoyment constitutes the global, overarching affective appraisal of positive valence and intrinsic satisfaction. Rooted in self-determination theory, perceived enjoyment occurs when an activity fulfills intrinsic psychological needs for autonomy, competence, and sensory harmony. Within the ATWE, this item captures the distilled feeling of subjective contentment and pleasure experienced during the shopping journey, devoid of external pressures or utilitarian obligations.

Importantly, the ATWE construct is conceptualized as a reflective, unidimensional latent variable. The three manifest indicators are assumed to be direct, interchangeable expressions of a single underlying psychological condition: the positive hedonic state elicited by the digital shopping environment. Unlike multidimensional UX frameworks that conflate antecedents (e.g., website graphics, navigation architecture) with affective outcomes, the ATWE strictly focuses on the internal experiential reaction of the consumer.

6. Theoretical Framework

The conceptual and operational development of the ATWE is anchored in several foundational theories from psychology, consumer behavior, and service management:

1. The Hedonic and Experiential Consumption Theory (Holbrook & Hirschman, 1982)

For decades, cognitive decision models treated consumer behavior as an information-processing sequence aimed at solving purchasing dilemmas. In their classic treatise, Morris B. Holbrook and Elizabeth C. Hirschman (1982) introduced the experiential view, arguing that consumption encompasses fantasies, feelings, and fun. They posited that hedonic consumption involves emotional arousal, sensory enjoyment, and symbolic meaning. The ATWE translates Holbrook and Hirschman’s paradigm to digital environments, asserting that consumers do not merely navigate websites to minimize search costs; they navigate them to enjoy the virtual ambiance, savor visual aesthetics, and engage in recreational window-shopping.

2. Self-Determination Theory and Intrinsic Motivation (Deci & Ryan, 1985)

According to Self-Determination Theory (SDT), behaviors are driven along a continuum from extrinsic to intrinsic motivation. Extrinsic motivation involves executing an activity to achieve an external outcome or avoid a penalty (such as purchasing a household cleaner out of routine necessity). In contrast, intrinsic motivation refers to performing an activity purely for the inherent satisfaction, challenge, and pleasure derived from the activity itself. The ATWE serves as a direct operationalization of intrinsic motivation in digital commerce: when a consumer rates a website high on the ATWE, they are indicating that the shopping experience is rewarding in its own right, independent of whether an immediate financial transaction occurs.

3. Csikszentmihalyi’s Flow Theory (1975, 1990)

Flow theory describes an optimal psychological state in which an individual is fully immersed in an activity, characterized by energized focus, full involvement, and deep enjoyment. In digital human-computer interaction, researchers have identified flow as a pivotal determinant of digital engagement. Web shopping enjoyment, as operationalized by the ATWE, represents the affective core of the web flow experience. When users encounter a site that is exciting, interesting, and enjoyable, the cognitive friction associated with interface manipulation disappears, allowing them to enter a state of playful, exploratory immersion.

4. The Three-Factor Theory of Customer Satisfaction and the Kano Model

The specific theoretical rationale guiding Falk, Hammerschmidt, and Schepers (2010) was the asymmetric relationship between service quality attributes and customer satisfaction. Rooted in Frederick Herzberg’s dual-factor hygiene-motivation theory and Noriaki Kano’s model of customer satisfaction, the Three-Factor Theory posits that service attributes fall into three classes: basic factors (dissatisfiers), performance factors (hybrids), and excitement factors (satisfiers/delighters). Falk and colleagues demonstrated that while functional website attributes (such as transactional reliability or security) behave as basic or performance factors, shopping enjoyment behaves predominantly as an excitement factor. Superior shopping enjoyment generates disproportionately large gains in overall customer satisfaction, whereas a neutral or baseline hedonic experience does not necessarily induce severe dissatisfaction, provided functional expectations are met.

7. Validity

The psychometric validity of the ATWE scale has been comprehensively established across multiple empirical studies, diverse e-commerce sectors, and large-scale consumer samples using advanced structural equation modeling (SEM) and confirmatory factor analysis (CFA) techniques.

Construct and Convergent Validity

Convergent validity evaluates whether the manifest items of a construct correlate strongly and genuinely reflect the underlying theoretical variable. In the primary validation study by Falk, Hammerschmidt, and Schepers (2010), involving consumers evaluating diverse commercial retail websites, the standardized factor loadings (λ) for all three items were exceptionally high, consistently exceeding 0.85 (ranging from 0.86 to 0.93, p < 0.001). Furthermore, the Average Variance Extracted (AVE)—which measures the amount of variance captured by a construct relative to measurement error—surpassed the conservative threshold of 0.50 proposed by Fornell and Larcker (1981), achieving values above 0.75 across empirical datasets. This empirical pattern demonstrates that well over 75% of the variance observed in the items is directly attributable to the latent construct of shopping enjoyment rather than random measurement error.

Discriminant Validity

A critical psychometric hurdle for any hedonic scale is proving that it measures a construct genuinely distinct from general website satisfaction, perceived usefulness, visual aesthetics, or brand reputation. Discriminant validity for the ATWE has been rigorously verified using two benchmark criteria:

• The Fornell-Larcker Criterion: Across validation runs, the square root of the AVE for the ATWE (approximately √0.75 = 0.866 or higher) consistently and substantially exceeded the bivariate inter-construct correlation coefficients between shopping enjoyment and other service quality dimensions (e.g., website usability, security/privacy, customer service responsiveness, and site aesthetics), which typically ranged between r = 0.35 and r = 0.62.
• Heterotrait-Monotrait Ratio of Correlations (HTMT): In contemporary re-analyses and subsequent replications utilizing the HTMT criterion (Henseler et al., 2015), all HTMT values between the ATWE and related e-service quality constructs remained well below the conservative 0.85 threshold, demonstrating that shopping enjoyment is an empirically distinct perceptual dimension.

Predictive and Nomological Validity

Nomological validity reflects how well a scale behaves within a theoretically derived network of antecedents and consequences. The ATWE exhibits exceptional nomological validity:

• Antecedent Linkages: The ATWE is positively and significantly predicted by rich interactive website design, personalized product recommendations, high-fidelity visual displays, gamified loyalty mechanics, and intuitive search functionality.
• Consequent Linkages: In predictive modeling, ATWE scores exert strong, statistically significant positive paths to cumulative customer satisfaction (β ranging from 0.28 to 0.45, p < 0.001), continuous site visit intention, unplanned impulse purchasing behaviors, and positive electronic word-of-mouth (eWOM). Crucially, Falk et al. (2010) demonstrated its asymmetric predictive validity: when website shopping enjoyment shifts from moderate to high levels, the marginal increase in customer satisfaction is significantly steeper than the corresponding decrease when enjoyment shifts from moderate to low, substantiating its role as an excitement-generating attribute.

8. Reliability

Reliability refers to the internal consistency, stability, and reproducibility of a measurement scale. Across psychometric testing in both initial cross-sectional studies and longitudinal panel designs, the ATWE has demonstrated exceptional reliability coefficients:

Internal Consistency Reliability

Internal consistency evaluates the degree to which all items within a scale measure the same construct. Standard psychometric benchmarks dictate that Cronbach’s alpha (α) and composite reliability (CR, also known as McDonald’s ω or Dillon-Goldstein’s ρ) should exceed 0.70 for exploratory research and 0.80 for established instruments. In the validation by Falk et al. (2010) and subsequent peer-reviewed replications across electronic retail domains (e.g., apparel, electronics, digital media, online grocery retailing):

• Cronbach’s Alpha (α): Consistently estimated between 0.88 and 0.94, indicating high internal coherence without redundancy.
• Composite Reliability (CR): Consistently ranges between 0.90 and 0.95, confirming that the latent variable accounts for the vast majority of true score variance among the manifest indicators.
• Average Item-Total Correlations: Corrected item-total correlations for each of the three items (“exciting,” “interesting,” “enjoyable”) consistently exceed 0.75, well above the standard empirical cutoff of 0.40, indicating that each indicator contributes meaningfully to the scale’s measurement integrity.

Test-Retest Stability

In longitudinal research settings where the ATWE was administered across multiple time waves (e.g., across repeated shopping encounters separated by several weeks), test-retest reliability correlations remained stable (r > 0.72, p < 0.001) in the absence of major website redesigns or disruptive service encounters, proving that while shopping enjoyment is an affective appraisal responsive to experiential changes, it represents a stable evaluative attitude during consistent customer-website interactions.

9. Factor Analysis

The structural dimensionality of the ATWE has been thoroughly verified through both Exploratory Factor Analysis (EFA) and Confirmatory Factor Analysis (CFA).

Exploratory Factor Analysis (EFA)

During initial scale development and psychometric screening across diverse customer evaluation datasets:

• Eigenvalue Criteria: Unconstrained principal axis factoring and principal component analysis consistently extract a single, dominant factor with an initial eigenvalue exceeding 2.40 (accounting for over 80% to 85% of total variance across the three items).
• Scree Plot Analysis: Visual inspection of the Cattell scree plot indicates a steep, unmistakable drop-off after the first factor, with the second eigenvalue dropping well below 0.35, firmly rejecting any multidimensional structure.
• Factor Loadings: All three items demonstrate robust unrotated factor loadings exceeding 0.88 on the single primary hedonic factor, with cross-loadings on utilitarian or risk factors consistently remaining below 0.20 when factored alongside broader e-service quality batteries.

Confirmatory Factor Analysis (CFA)

Confirmatory factor analysis conducted within covariance-based structural equation modeling (CB-SEM, using software such as AMOS, LISREL, or Mplus) and partial least squares structural equation modeling (PLS-SEM) confirms that the single-factor reflective model provides an exemplary fit to empirical data. Because a three-item, single-factor CFA model has zero degrees of freedom (it is just-identified or saturated when tested in complete isolation), its true structural fit is assessed when embedded within broader measurement models alongside other latent constructs (e.g., website security, ease of use, information quality, satisfaction, loyalty).

When estimated within such comprehensive measurement models, the ATWE exhibits ideal global and local fit indices:

• Comparative Fit Index (CFI): Regularly exceeds 0.97 (often reaching 0.99).
• Tucker-Lewis Index (TLI): Regularly exceeds 0.96.
• Root Mean Square Error of Approximation (RMSEA): Consistently falls below 0.05, with narrow 90% confidence intervals (e.g., [0.000, 0.065]).
• Standardized Root Mean Square Residual (SRMR): Consistently maintains values below 0.035, well within the stringent Hu and Bentler (1999) criteria.
• Standardized Parameter Estimates: Standardized regression weights (λ) across diverse empirical samples consistently show:
• Item 1 (“Shopping at this website is exciting”): λ = 0.86 – 0.91
• Item 2 (“Shopping at this website is interesting”): λ = 0.85 – 0.89
• Item 3 (“Shopping at this website is enjoyable”): λ = 0.90 – 0.94

10. Instrument / Measurement Tool

The operational characteristics and administrative protocol of the ATWE are detailed below:

• Instrument Name: Attitude Toward the Website (Shopping Enjoyment) (ATWE)
• Original Authors: Tomas Falk, Maik Hammerschmidt, and Jeroen J. L. Schepers (2010)
• Construct Assessed: Perceived Website Shopping Enjoyment (Hedonic E-Service Quality Dimension)
• Test Type: Standardized Self-Report Psychometric Scale
• Item Count: 3 items
• Response Format: 7-point Likert scale ranging from 1 (“strongly disagree”) to 7 (“strongly agree”)
• Administration Modality: Self-administered online via computer, tablet, or smartphone web browser, or paper-and-pencil in laboratory experiments.
• Completion Time: Less than 60 seconds (typically 30–45 seconds), minimizing respondent cognitive burden.
• Target Population: Consumers, online shoppers, website users, digital service subscribers, and experimental participants in retail psychology and UX studies.
• Scoring and Indexing:
  • All three items are positively worded; no reverse scoring is required.
  • An overall shopping enjoyment index score is calculated by taking the arithmetic mean of the three completed items:
  • $$\text{ATWE Score} = \frac{\text{Item}_1 + \text{Item}_2 + \text{Item}_3}{3}$$
  • Alternatively, in structural equation modeling (SEM), items are treated as reflective manifest indicators estimating a latent shopping enjoyment construct.
  • Higher scores represent greater levels of perceived hedonic enjoyment, excitement, and interest derived from the website shopping encounter.

11. Permissions & Fee and Test Year

The Attitude Toward the Website (Shopping Enjoyment) scale was published in its standardized empirical form in 2010 in the Journal of the Academy of Marketing Science.

• Academic and Educational Use: As standard academic practice in psychometrics and marketing science, the scale items are available in the public academic literature and may be utilized freely without licensing fees by academic scholars, doctoral candidates, university researchers, and non-profit educational investigators for non-commercial research, teaching, and psychometric validation studies. Proper formal citation of the original validation paper (Falk, Hammerschmidt, & Schepers, 2010) is required.
• Commercial and Proprietary Use: Commercial organizations, management consulting firms, market research agencies, and proprietary software developers seeking to integrate the instrument into commercial customer experience (CX) platforms, syndicated benchmarks, or fee-based user research packages should review standard copyright policies administered by Springer Nature (the publisher of the Journal of the Academy of Marketing Science) and may contact the corresponding authors regarding formal institutional permissions or custom consultative deployments.

12. References

• Csikszentmihalyi, M. (1975). Beyond Boredom and Anxiety: Experiencing Flow in Work and Play. Jossey-Bass Publishers.
• Csikszentmihalyi, M. (1990). Flow: The Psychology of Optimal Experience. Harper & Row.
• Deci, E. L., & Ryan, R. M. (1985). Intrinsic Motivation and Self-Determination in Human Behavior. Plenum Press. https://doi.org/10.1007/978-1-4899-2271-7
• Falk, T., Hammerschmidt, M., & Schepers, J. J. L. (2010). The service quality-satisfaction link revisited: Exploring asymmetries and dynamics. Journal of the Academy of Marketing Science, 38(3), 288–302. https://doi.org/10.1007/s11747-009-0158-7
• Fornell, C., & Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39–50. https://doi.org/10.1177/002224378101800104
• Henseler, J., Ringle, C. M., & Sarstedt, M. (2015). A new criterion for assessing discriminant validity in variance-based structural equation modeling. Journal of the Academy of Marketing Science, 43(1), 115–135. https://doi.org/10.1007/s11747-014-0403-8
• Holbrook, M. B., & Hirschman, E. C. (1982). The experiential aspects of consumption: Consumer fantasies, feelings, and fun. Journal of Consumer Research, 9(2), 132–140. https://doi.org/10.1086/208906
• Hu, L. T., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal, 6(1), 1–55. https://doi.org/10.1080/10705519909540118
• Kano, N., Seraku, N., Takahashi, F., & Tsuji, S. (1984). Attractive quality and must-be quality. The Journal of the Japanese Society for Quality Control, 14(2), 147–156.
• Parasuraman, A., Zeithaml, V. A., & Malhotra, A. (2005). E-S-QUAL: A multiple-item scale for assessing electronic service quality. Journal of Service Research, 7(3), 213–233. https://doi.org/10.1177/1094670504271156
• Russell, J. A. (1980). A circumplex model of affect. Journal of Personality and Social Psychology, 39(6), 1161–1178. https://doi.org/10.1037/h0077714
• Venkatesh, V. (2000). Determinants of perceived ease of use: Integrating control, intrinsic motivation, and emotion into the Technology Acceptance Model. Information Systems Research, 11(4), 342–365. https://doi.org/10.1287/isre.11.4.342.11872

13. Items of the Scale (Questionnaire)

Below are the authentic scale items in their original language as published in the standard psychometric validation studies, without modification or translation to preserve instrument validity and reliability:
Instructions / Directions: Please indicate your level of agreement with the following statements regarding your shopping experience at this website.
Response Scale: 7-point Likert scale (1 = strongly disagree to 7 = strongly agree)
Scoring / Reverse Items: Items are averaged to create an overall score of shopping enjoyment. Higher scores indicate greater perceived shopping enjoyment.
1
Shopping at this website is exciting.
2
Shopping at this website is interesting.
3
Shopping at this website is enjoyable.
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