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A Rasch analysis of service performance in a tourism context

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  • Brush, Gregory J.
  • Soutar, Geoffrey N.

Abstract

Advances in tourism research depend on the development and validation of measurement scales using appropriate psychometric techniques. However, scale development practice is dominated by classical test theory, despite its limitations. A Rasch analysis of international travel service performance scales across demographic, customer experience and service provider sub-groups is provided. Scales generally show high reliability, little disordering of the thresholds, and no substantive effects where multidimensionality is present. Some items exhibit limited discriminatory power, local dependence and measurement bias. Measurement invariance violations are prevalent in temporal dimensions where travelers exhibit diverse customer experience profiles. Employee knowledge and safety attributes appear organization-specific. Ethnicity impacts on relational aspects; response behavior regarding personal space is gender specific. Standardized safety-related scales may be inadvisable when comparisons across age and education cohorts are required. Accounting for measurement invariance influences the average location of groups on the latent continuum, and in some cases substantive mean difference results.

Suggested Citation

  • Brush, Gregory J. & Soutar, Geoffrey N., 2022. "A Rasch analysis of service performance in a tourism context," Journal of Business Research, Elsevier, vol. 139(C), pages 338-353.
    • Handle: RePEc:eee:jbrese:v:139:y:2022:i:c:p:338-353
    DOI: 10.1016/j.jbusres.2021.09.038
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    as
    1. Pakdil, Fatma & Aydın, Özlem, 2007. "Expectations and perceptions in airline services: An analysis using weighted SERVQUAL scores," Journal of Air Transport Management, Elsevier, vol. 13(4), pages 229-237.
    2. Ganglmair-Wooliscroft, Alexandra & Wooliscroft, Ben, 2016. "Diffusion of innovation: The case of ethical tourism behavior," Journal of Business Research, Elsevier, vol. 69(8), pages 2711-2720.
    3. G Tomas M Hult & David J Ketchen & David A Griffith & Carol A Finnegan & Tracy Gonzalez-Padron & Nukhet Harmancioglu & Ying Huang & M Berk Talay & S Tamer Cavusgil, 2008. "Data equivalence in cross-cultural international business research: assessment and guidelines," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(6), pages 1027-1044, September.
    4. Ganglmair-Wooliscroft, Alexandra & Wooliscroft, Ben, 2013. "A cross-cultural application of the Affective Response to Consumption scale: Investigating US-American and Austrian passengers on long-haul flights," Journal of Business Research, Elsevier, vol. 66(6), pages 765-770.
    5. Wang, Luming & Finn, Adam, 2014. "A psychometric theory that measures up to marketing reality: An adapted Many Faceted IRT model," Australasian marketing journal, Elsevier, vol. 22(2), pages 93-102.
    6. Aiken, Kirk Damon & Bee, Colleen & Walker, Nefertiti, 2018. "From passion to obsession: Development and validation of a scale to measure compulsive sport consumption," Journal of Business Research, Elsevier, vol. 87(C), pages 69-79.
    7. Hsee, Christopher K., 1996. "The Evaluability Hypothesis: An Explanation for Preference Reversals between Joint and Separate Evaluations of Alternatives," Organizational Behavior and Human Decision Processes, Elsevier, vol. 67(3), pages 247-257, September.
    8. Salzberger, Thomas & Newton, Fiona J. & Ewing, Michael T., 2014. "Detecting gender item bias and differential manifest response behavior: A Rasch-based solution," Journal of Business Research, Elsevier, vol. 67(4), pages 598-607.
    9. K-H Peng & J-H Huang & W-H Wu, 2013. "Rasch model in data envelopment analysis: application in the international tourist hotel industry," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 64(6), pages 938-944, June.
    10. Singh, Jagdip, 2004. "Tackling measurement problems with Item Response Theory: Principles, characteristics, and assessment, with an illustrative example," Journal of Business Research, Elsevier, vol. 57(2), pages 184-208, February.
    11. Dube, Laurette & Morgan, Michael S, 1996. "Trend Effects and Gender Differences in Retrospective Judgments of Consumption Emotions," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 23(2), pages 156-162, September.
    12. Bettman, James R & Park, C Whan, 1980. "Effects of Prior Knowledge and Experience and Phase of the Choice Process on Consumer Decision Processes: A Protocol Analysis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 7(3), pages 234-248, December.
    13. Walsh, Gianfranco & Bartikowski, Boris, 2013. "Exploring corporate ability and social responsibility associations as antecedents of customer satisfaction cross-culturally," Journal of Business Research, Elsevier, vol. 66(8), pages 989-995.
    14. Ueltschy, Linda C. & Laroche, Michel & Tamilia, Robert D. & Yannopoulos, Peter, 2004. "Cross-cultural invariance of measures of satisfaction and service quality," Journal of Business Research, Elsevier, vol. 57(8), pages 901-912, August.
    15. Mortimer, Gary & Clarke, Peter, 2011. "Supermarket consumers and gender differences relating to their perceived importance levels of store characteristics," Journal of Retailing and Consumer Services, Elsevier, vol. 18(6), pages 575-585.
    16. Liu, Chyong-Ru & Wang, Yao-Chin & Huang, Wen-Shiung & Chen, Shan-Pei, 2017. "Destination fascination: Conceptualization and scale development," Tourism Management, Elsevier, vol. 63(C), pages 255-267.
    17. Gilles Laurent & Jean-Noel Kapferer & Françoise Roussel, 1995. "The Underlying Structure of Brand Awareness Scores," Post-Print hal-00458457, HAL.
    18. Finn, Adam & Wang, Luming, 2014. "Formative vs. reflective measures: Facets of variation," Journal of Business Research, Elsevier, vol. 67(1), pages 2821-2826.
    19. Wong, Nancy & Rindfleisch, Aric & Burroughs, James E, 2003. "Do Reverse-Worded Items Confound Measures in Cross-Cultural Consumer Research? The Case of the Material Values Scale," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 30(1), pages 72-91, June.
    20. Davis, Donna F. & Golicic, Susan L. & Boerstler, Courtney N. & Choi, Sunny & Oh, Hanmo, 2013. "Does marketing research suffer from methods myopia?," Journal of Business Research, Elsevier, vol. 66(9), pages 1245-1250.
    21. Wen, Jun & Meng, Fang & Ying, Tianyu & Qi, Hongxia & Lockyer, Tim, 2018. "Drug tourism motivation of Chinese outbound tourists: Scale development and validation," Tourism Management, Elsevier, vol. 64(C), pages 233-244.
    22. Gilles Laurent & Jean-Noël Kapferer & Françoise Roussel, 1995. "The Underlying Structure of Brand Awareness Scores," Marketing Science, INFORMS, vol. 14(3_supplem), pages 170-179.
    23. John, Deborah Roedder & Cole, Catherine A, 1986. "Age Differences in Information Processing: Understanding Deficits in Young and Elderly Consumers," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 13(3), pages 297-315, December.
    24. Gonçalves, Helena Milagre Martins, 2013. "Multi-group invariance in a third-order factorial model: Attribute satisfaction measurement," Journal of Business Research, Elsevier, vol. 66(9), pages 1292-1297.
    25. Nuria Huete-Alcocer & Víctor Raúl López-Ruiz & Adriana Grigorescu, 2019. "Measurement of Satisfaction in Sustainable Tourism: A Cultural Heritage Site in Spain," Sustainability, MDPI, vol. 11(23), pages 1-15, November.
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