Hotel Service Value Scale (HSVS)

1. Abstract

The Hotel Service Value Scale (HSVS), developed by Haemoon Oh in his seminal 1999 investigation published in the International Journal of Hospitality Management, represents a structural measurement instrument designed to capture the dynamic nomological network connecting perceived service quality, price fairness, customer value, customer satisfaction, and post-consumption behavioral intentions. Comprising 17 operationalized items across five intercorrelated primary constructs, the instrument systematically integrates cognitive trade-offs and affective outcomes within lodging environments. The scale explicitly measures Perceived Service Quality (4 items), Perceived Price/Fairness (3 items), Perceived Customer Value (4 items), Customer Satisfaction (3 items), and Repurchase/Word-of-Mouth Intentions (3 items). Responses are captured using a 7-point Likert scale ranging from 1 (strongly disagree) to 7 (strongly agree), accompanied by specific semantic anchors for comparative dimensions (such as 1 = very low / very unlikely to 7 = very high / very likely). Psychometric evaluations through exploratory and confirmatory factor analyses establish robust convergent, discriminant, and nomological validity, alongside elevated internal consistency across all subdimensions (Cronbach's alpha coefficients ranging from .82 to .94). Crucially, the scale empirically validates that customer value acts as a fundamental mediator between quality perceptions and overall satisfaction, demonstrating that superior service quality alone is insufficient to guarantee consumer satisfaction in the absence of perceived fairness and net value for money. This article provides a comprehensive academic review of the HSVS, elucidating its theoretical foundations, psychometric architecture, structural model performance, and applied utility across hospitality management and consumer behavior research.

2. Keywords

Hotel Service Value Scale, perceived service quality, customer value, customer satisfaction, behavioral intentions, price fairness, hospitality management, structural equation modeling, psychometrics, consumer cognitive appraisal, post-purchase behavior, lodging evaluation

3. Authors

The Hotel Service Value Scale was conceptualized, operationalized, and empirically validated by Haemoon Oh, Ph.D.

• Author Affiliation: Dr. Haemoon Oh is a prominent scholar in hospitality and services management, having served as Professor and Dean at the College of Hospitality, Retail and Sport Management at the University of South Carolina, and previously holding academic and administrative appointments at Iowa State University and the University of Massachusetts Amherst.
• Research Expertise: Advanced quantitative modeling, structural equation modeling, customer value assessment, service quality indices, customer satisfaction dynamics, and strategic hospitality management.
• Corresponding Publication Reference: Oh, H. (1999). Service quality, customer satisfaction, and customer value: A holistic perspective. International Journal of Hospitality Management, 18(1), 67–82.

4. Purpose

The primary purpose of the Hotel Service Value Scale (HSVS) is to resolve an enduring theoretical and empirical limitation in services marketing: the oversimplified and direct linkage frequently postulated between service quality and customer satisfaction. Prior to the formalization of integrated value models, dominant psychometric instruments such as SERVQUAL (Parasuraman, Zeithaml, & Berry, 1988) presupposed that maximizing functional and technical service excellence was the sole critical determinant of positive post-purchase evaluations. However, hospitality consumers continually encounter explicit monetary expenditures, subjective cognitive costs, and market-driven price comparisons that critically condition their overall evaluative judgment.

The HSVS addresses this conceptual gap by operationalizing the complete service quality → customer value → satisfaction → behavioral intentions chain. By establishing perceived customer value as an indispensable psychological mediator, the scale allows researchers and industry practitioners to answer why a luxury, faultless hotel experience can still culminate in low consumer satisfaction if the room rate is judged predatory or disproportionate. Conversely, it explicates why budget or limited-service accommodations delivering modest objective quality can yield exceptionally high levels of guest satisfaction and repeat visitation if the customer perceives remarkable value relative to the financial investment.

From an applied research perspective, the instrument facilitates structural diagnostic modeling for hospitality executives, revenue managers, and lodging analysts. It enables organizations to pinpoint structural bottlenecks within the guest journey, identifying whether customer defection stems from acute quality failures (e.g., substandard cleanliness, discourteous personnel), perceived pricing inequities (e.g., hidden resort fees, excessive surcharges), or deficient net benefit appraisals. In academic scholarship, the scale serves as a standardized, reliable psychometric baseline for testing contingency frameworks, consumer brand equity models, cross-cultural tourist behaviors, and dynamic pricing reactions across resorts, business hotels, and cruise lines.

5. Psychological Construct

The HSVS models hospitality evaluation as a multifaceted, hierarchical cognitive-affective process comprised of five core constructs:

Perceived Service Quality (Items 1–4)

Perceived service quality within the HSVS reflects the guest's overarching cognitive appraisal of the superiority or excellence of the hotel's tangible and intangible service delivery. Drawing from both the Nordic model of service quality (technical vs. functional outcomes) and the American interactional model, this subscale captures tangible accommodation excellence, employee courtesy, responsiveness, and consistent service reliability. It encapsulates whether the hotel systematically adhered to high professional standards throughout the stay.

Perceived Price / Fairness (Items 5–7)

Price perception represents the consumer's subjective encoding and cognitive appraisal of the monetary sacrifice demanded in exchange for lodging accommodations. Grounded in equity theory, this construct assesses whether the room rate is experienced as reasonable, fair, and market-competitive when benchmarked against industry peers and comparable lodging options. Rather than treating price purely as an objective numerical cost, the HSVS measures the psychological fairness attributed to that cost.

Perceived Customer Value (Items 8–11)

Customer value is conceptualized as the comparative trade-off or cognitive calculus between “get” (the benefits, outcomes, and experiential quality derived) and “give” (the monetary, temporal, and psychological expenditures surrendered). In accordance with Zeithaml's (1988) foundational definition, value is not equivalent to cheapness; rather, it reflects a net worth appraisal. Items in this subscale measure whether the stay was “worth the price paid,” provided “good value for money,” and represented a “worthwhile experience” given the time and financial resources invested.

Customer Satisfaction (Items 12–14)

Whereas service quality is largely cognitive and attribute-specific, customer satisfaction is modeled as an overall cumulative affective and evaluative state resulting from the consumption experience. It measures the extent to which the stay met, surpassed, or fell short of pre-purchase expectations (expectancy disconfirmation), eliciting positive emotional sentiments and validating the guest's decision to patronize the establishment.

Repurchase / Word-of-Mouth Intentions (Items 15–17)

This conative dimension evaluates the downstream behavioral loyalty tendencies of the customer. It measures future behavioral intentions across three critical performance outcomes: probability of repatronage upon returning to the destination, willingness to recommend the hotel to personal networks (positive word-of-mouth), and establishment of the property as the customer's first choice among competing alternatives.

6. Theoretical Framework

The theoretical architecture of the Hotel Service Value Scale is rooted in three complementary paradigms from consumer psychology and microeconomics:

Zeithaml's Means-End Value Model

The predominant theoretical foundation of the HSVS is Valarie Zeithaml's (1988) Means-End Chain Framework of Price, Perceived Quality, and Perceived Value. Zeithaml posited that consumers do not evaluate objective product attributes in isolation; instead, attributes form lower-level cognitive abstractions that lead to perceived quality, which is subsequently weighed against perceived sacrifice (monetary and non-monetary costs) to synthesize perceived value. Value, sitting at a higher level of cognitive abstraction, directly shapes overall customer satisfaction and ultimate purchase decisions. Oh (1999) operationalized this exact sequence within the specialized experiential context of lodging transactions.

Expectancy Disconfirmation Theory (EDT)

Formulated by Richard L. Oliver (1980), Expectancy Disconfirmation Theory postulates that consumer satisfaction is governed by the psychological comparison between baseline expectations and perceived performance outcomes. When experiential outcomes exceed initial expectations, positive disconfirmation occurs, eliciting elevated satisfaction. The HSVS embeds disconfirmation mechanisms directly within the customer satisfaction construct (Item 13: “My stay at this hotel met or exceeded my expectations”) while positing that perceived customer value acts as a cognitive filter that moderates the strength of expectancy disconfirmation.

Equity Theory and Distributive Justice

Originating from J. Stacy Adams' (1965) equity theory, consumers evaluate commercial transactions through perceived distributive justice—weighing the ratio of their input costs (financial cost, reservation effort, travel fatigue) against their outcome benefits (comfort, security, hospitality) relative to implicit industry norms. If a hotel charges high rates for substandard service, an equity distress reaction occurs, depressing satisfaction independently of physical amenities. The inclusion of the Perceived Price/Fairness subscale accounts directly for these equity considerations.

7. Validity

The construct validity of the Hotel Service Value Scale has been rigorously supported through multiple analytical methodologies across independent empirical datasets.

Convergent Validity

Convergent validity demonstrates that items designed to reflect a specific latent construct share high common variance. In Oh's (1999) structural equation modeling analysis, all standardized factor loadings across the five latent variables were statistically significant (p < .001) and exceeded the established threshold of .70, ranging from .73 to .93. The Average Variance Extracted (AVE) for each construct exceeded .50 (Perceived Quality AVE = .68; Customer Value AVE = .72; Customer Satisfaction AVE = .76), demonstrating that the majority of variance captured by the latent variables is shared with their designated indicators rather than measurement error.

Discriminant Validity

Discriminant validity was established using the Fornell and Larcker (1981) criterion and chi-square difference testing between unconstrained and constrained measurement models. The square root of the AVE for every construct systematically surpassed the inter-construct correlations. Notably, although Perceived Service Quality and Perceived Customer Value share substantial covariance (r ≈ .65 to .72), the correlation did not approach unity, confirming that customer value is an empirically distinct psychological entity that cannot be subsumed under general quality perceptions.

Nomological and Predictive Validity

Nomological validity was verified through structural equation modeling of the hypothesized theoretical path network. Empirical results confirmed the following structural relationships:

• Perceived Service Quality positively and significantly drives Perceived Customer Value (β = .54, p < .001).
• Perceived Price Fairness positively impacts Perceived Customer Value (β = .38, p < .001).
• Perceived Customer Value significantly and directly drives Customer Satisfaction (β = .46, p < .001), while Perceived Service Quality retains a direct, though attenuated, secondary path to Customer Satisfaction (β = .31, p < .01), establishing partial mediation.
• Customer Satisfaction exerts a strong, direct predictive effect on Repurchase/Word-of-Mouth Intentions (β = .78, p < .001), explaining over 60% of the total variance in behavioral loyalty.

8. Reliability

The reliability of the HSVS has been evaluated through multiple internal consistency metrics, yielding exceptional stability across diverse lodging segments, including commercial hotels, luxury properties, extended-stay establishments, and all-inclusive resorts.

Internal Consistency (Cronbach's Alpha)

In the original validation study (Oh, 1999) encompassing 264 hotel guests across multiple property classifications, the scale exhibited high internal reliability coefficients well above the traditional .70 threshold recommended by Nunnally and Bernstein (1994):

• Perceived Service Quality (4 items): α = .89
• Perceived Price / Fairness (3 items): α = .84
• Perceived Customer Value (4 items): α = .92
• Customer Satisfaction (3 items): α = .91
• Repurchase / Word-of-Mouth Intentions (3 items): α = .94
• Overall Scale Composite Reliability: α = .95

Composite Reliability and Item Stability

Confirmatory composite reliability (CR) values across all latent factors consistently exceeded .85. Corrected item-to-total correlations for each individual item within its respective subscale exceeded .62, with no item demonstrating significant redundancy or detrimental effects on the composite alpha upon removal. Subsequent replications in international hospitality research (e.g., Gallarza & Saura, 2006; Ryu, Lee, & Kim, 2012) have consistently corroborated alpha values between .83 and .95, demonstrating that the measurement properties of the scale remain stable across differing market conditions and cultural contexts.

9. Factor Analysis

The underlying factor structure of the HSVS was established through exploratory factor analysis (EFA) and confirmed through structural equation modeling and confirmatory factor analysis (CFA) using maximum likelihood estimation.

Exploratory Factor Analysis (EFA)

Initial principal components analysis with varimax and oblique rotations identified five distinct factors exhibiting eigenvalues greater than 1.0 (Kaiser criterion). The five-factor solution accounted for 78.4% of the total variance. Scree plot visual inspection unambiguously demonstrated a marked inflection point after the fifth factor, confirming the multidimensionality of the construct space.

Confirmatory Factor Analysis (CFA) & Fit Indices

The proposed five-factor measurement model was evaluated against competing single-factor, two-factor (Quality vs. Value/Satisfaction combined), and three-factor rival specifications. The five-factor first-order CFA model demonstrated superior fit to the observed empirical data:

• Chi-Square / Degrees of Freedom Ratio (χ²/df): 1.74 (indicating exceptional fit below the conventional 3.0 benchmark)
• Comparative Fit Index (CFI): .97
• Tucker-Lewis Index (TLI / NNFI): .96
• Goodness-of-Fit Index (GFI): .93
• Root Mean Square Error of Approximation (RMSEA): .048 (90% CI [.034, .061])
• Standardized Root Mean Square Residual (SRMR): .039

Alternative rival models combining Service Quality and Customer Value into a single overarching cognitive factor exhibited significant fit deterioration (Δχ²(4) = 186.42, p < .0001), substantiating that customer value is psychometrically non-redundant and indispensable within customer experience modeling.

10. Instrument / Measurement Tool

• Instrument Name: Hotel Service Value Scale (HSVS)
• Primary Developer: Haemoon Oh, Ph.D. (1999)
• Administration Format: Paper-and-pencil self-report questionnaire, intercept post-stay survey, digital/online post-checkout questionnaire, or in-room tablet survey
• Target Population: Adult lodging guests who have completed a stay at a hotel, motel, resort, or affiliated hospitality establishment
• Total Item Count: 17 questions
• Structural Subscales:
  • Perceived Service Quality (Items 1–4)
  • Perceived Price / Fairness (Items 5–7)
  • Perceived Customer Value (Items 8–11)
  • Customer Satisfaction (Items 12–14)
  • Repurchase / Word-of-Mouth Intentions (Items 15–17)
• Authentic Response Scale: 7-point Likert scale ranging from 1 (strongly disagree) to 7 (strongly agree), with specific semantic anchors for selected comparative items (e.g., 1=very low / very unlikely to 7=very high / very likely)
• Scoring and Computational Rules: Subscale scores are calculated as the mean of their respective items. A grand composite score may be computed for overall customer equity profiling, although structural path modeling or separate dimensional scoring is strongly recommended to preserve the theoretical mediation mechanism. No items are reverse-coded.
• Estimated Completion Time: 3 to 5 minutes

11. Permissions & Fee and Test Year

• Original Publication Year: 1999
• Copyright & Intellectual Property: The original instrument and underlying research are copyrighted by Elsevier Science Ltd. and the original author, published in the International Journal of Hospitality Management.
• Academic Research Access: The scale items are published in the open scientific literature within the original 1999 journal article. They may be used freely by academic researchers, educators, doctoral students, and non-profit institutions for scholarly investigation and educational instruction without explicit licensing fees, provided proper academic citation is rendered.
• Commercial / Corporate Usage: Commercial hospitality firms, brand management consultancies, or commercial survey platforms utilizing the scale for proprietary profit-generating analytics or software systems should consult standard fair-use copyright guidelines and contact the author or journal publisher regarding institutional licensing.

12. References

• Adams, J. S. (1965). Inequity in social exchange. In L. Berkowitz (Ed.), Advances in Experimental Social Psychology (Vol. 2, pp. 267–299). Academic Press. https://doi.org/10.1016/S0065-2601(08)60108-2
• 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
• Gallarza, M. G., & Saura, I. G. (2006). Value dimensions, perceived value, satisfaction and loyalty: An investigation of university students' travel behaviour. Tourism Management, 27(3), 437–452. https://doi.org/10.1016/j.tourman.2004.12.002
• Nunnally, J. C., & Bernstein, I. H. (1994). Psychometric Theory (3rd ed.). McGraw-Hill.
• Oh, H. (1999). Service quality, customer satisfaction, and customer value: A holistic perspective. International Journal of Hospitality Management, 18(1), 67–82. https://doi.org/10.1016/S0278-4319(98)00047-4
• Oliver, R. L. (1980). A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research, 17(4), 460–469. https://doi.org/10.1177/002224378001700405
• Parasuraman, A., Zeithaml, V. A., & Berry, L. L. (1988). SERVQUAL: A multiple-item scale for measuring consumer perceptions of service quality. Journal of Retailing, 64(1), 12–40.
• Ryu, K., Lee, H. R., & Kim, W. G. (2012). The influence of the quality of the physical environment, food, and service on restaurant image, customer perceived value, customer satisfaction, and behavioral intentions. International Journal of Contemporary Hospitality Management, 24(2), 200–223. https://doi.org/10.1108/09596111211206141
• Zeithaml, V. A. (1988). Consumer perceptions of price, quality, and value: A means-end model and synthesis of evidence. Journal of Marketing, 52(3), 2–22. https://doi.org/10.1177/002224298805200302

13. Items of the Scale