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Developing Universally Applicable Service Quality Assessment Model Based on the Theory of Consumption Values, and Using Fuzzy Linguistic Preference Relations to Empirically Test Three Industries

Author

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  • Tsuen-Ho Hsu

    (Department of Marketing and Distribution Management, National Kaohsiung University of Science and Technology, No. 1, Dasyue Rd., Yanchao Dist., Kaohsiung City 824, Taiwan)

  • Sen-Tien Her

    (College of Management, National Kaohsiung University of Science and Technology, No. 1, Dasyue Rd., Yanchao Dist., Kaohsiung City 824, Taiwan)

  • Jia-Jeng Hou

    (Department of Business Administration, National Chiayi University, No. 580, Xinmin Rd., West Dist., Chiayi City 600, Taiwan)

Abstract

Service quality is an important factor for a successful company. The SERVQUAL model is widely used. However, it has been controversial over the past 30 years. This research aims to develop a service quality measurement model that can be supported in conceptualization and universal applicability, and uses this model to identify the most important key factors of service quality for three industries. First, based on the theory of consumption values, this study used conceptualization and the modified Delphi method to develop a service quality assessment model—the consumption values-based service quality model (CV-SQ). The CV-SQ model was then used in conjunction with the fuzzy linguistic preference relations (Fuzzy LinPreRa) method to address MCDM problems. The findings suggested that the most important key factors of service quality comprised safety in the aviation companies, innovativeness in the travel agencies, and comfort in the hotels. The CV-SQ model can be supported by theoretical and empirical tests in conceptualization and universal applicability, and has made theoretical contributions to service quality management. The research results have provided practical contributions to the improvement of service quality in the three industries. What is more noteworthy is the weight of epistemic value ranked first and second among the three industries, but it had not been included in any service quality aspect classification schemes during the past three or four decades.

Suggested Citation

  • Tsuen-Ho Hsu & Sen-Tien Her & Jia-Jeng Hou, 2021. "Developing Universally Applicable Service Quality Assessment Model Based on the Theory of Consumption Values, and Using Fuzzy Linguistic Preference Relations to Empirically Test Three Industries," Mathematics, MDPI, vol. 9(20), pages 1-32, October.
    • Handle: RePEc:gam:jmathe:v:9:y:2021:i:20:p:2608-:d:657831
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    References listed on IDEAS

    as
    1. Fan Zhang & Yanbing Ju & Ernesto D.R. Santibanez Gonzalez & Aihua Wang & Peiwu Dong & Mihalis Giannakis, 2021. "Evaluation of construction and demolition waste utilization schemes under uncertain environment: A fuzzy heterogeneous multi-criteria decision-making approach," Post-Print hal-03320128, HAL.
    2. Mels Gerhard & BOSHOFF CHRIST0 & NEL DEON, 1997. "The Dimensions of Service Quality: The Original European Perspective Revisited," The Service Industries Journal, Taylor & Francis Journals, vol. 17(1), pages 173-189, January.
    3. Subramanian, Nachiappan & Gunasekaran, Angappa & Gao, Yanan, 2016. "Innovative service satisfaction and customer promotion behaviour in the Chinese budget hotel: an empirical study," International Journal of Production Economics, Elsevier, vol. 171(P2), pages 201-210.
    4. Ai-Hsuan Chiang & Silvana Trimi, 2020. "Impacts of service robots on service quality," Service Business, Springer;Pan-Pacific Business Association, vol. 14(3), pages 439-459, September.
    5. Ocampo, Lanndon & Alinsub, Jovir & Casul, Ruselle Anne & Enquig, Germellie & Luar, Mitzi & Panuncillon, Noche & Bongo, Miriam & Ocampo, Christine Omela, 2019. "Public service quality evaluation with SERVQUAL and AHP-TOPSIS: A case of Philippine government agencies," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    6. Pandey, Mukesh Mohan, 2016. "Evaluating the service quality of airports in Thailand using fuzzy multi-criteria decision making method," Journal of Air Transport Management, Elsevier, vol. 57(C), pages 241-249.
    7. Rizwan Raheem Ahmed & Jolita Vveinhardt & Dalia Štreimikienė & Muhammad Ashraf & Zahid Ali Channar, 2017. "Modified SERVQUAL model and effects of customer attitude and technology on customer satisfaction in banking industry: mediation, moderation and conditional process analysis," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 18(5), pages 974-1004, September.
    8. Seo, Kwanglim & Moon, Joonho & Lee, Seoki, 2015. "Synergy of corporate social responsibility and service quality for airlines: The moderating role of carrier type," Journal of Air Transport Management, Elsevier, vol. 47(C), pages 126-134.
    9. Jebarajakirthy, Charles & Das, Manish & Maggioni, Isabella & Sands, Sean & Dharmesti, Maria & Ferraro, Carla, 2021. "Understanding on-the-go consumption: A retail mix perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
    10. Gonçalves, Helena Martins & Lourenço, Tiago Ferreira & Silva, Graça Miranda, 2016. "Green buying behavior and the theory of consumption values: A fuzzy-set approach," Journal of Business Research, Elsevier, vol. 69(4), pages 1484-1491.
    11. Hong, Seock-Jin & Choi, Dongho & Chae, Junjae, 2020. "Exploring different airport users’ service quality satisfaction between service providers and air travelers," Journal of Retailing and Consumer Services, Elsevier, vol. 52(C).
    12. Omar, Suha & Mohsen, Kholoud & Tsimonis, Georgios & Oozeerally, Adam & Hsu, Jen-Hsien, 2021. "M-commerce: The nexus between mobile shopping service quality and loyalty," Journal of Retailing and Consumer Services, Elsevier, vol. 60(C).
    13. Liu, Chih-Hsing Sam & Lee, Tingko, 2016. "Service quality and price perception of service: Influence on word-of-mouth and revisit intention," Journal of Air Transport Management, Elsevier, vol. 52(C), pages 42-54.
    14. Shiu-Li Huang & Ming-Yen Kuo, 2020. "Critical success factors in the sharing economy: a customer perspective," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 553-576, December.
    15. Noori, Amir & Bonakdari, Hossein & Salimi, Amir Hossein & Gharabaghi, Bahram, 2021. "A group Multi-Criteria Decision-Making method for water supply choice optimization," Socio-Economic Planning Sciences, Elsevier, vol. 77(C).
    16. Tolga, Ethem & Demircan, Murat Levent & Kahraman, Cengiz, 2005. "Operating system selection using fuzzy replacement analysis and analytic hierarchy process," International Journal of Production Economics, Elsevier, vol. 97(1), pages 89-117, July.
    17. Željko Stević & Ilija Tanackov & Adis Puška & Goran Jovanov & Jovica Vasiljević & Darko Lojaničić, 2021. "Development of Modified SERVQUAL–MCDM Model for Quality Determination in Reverse Logistics," Sustainability, MDPI, vol. 13(10), pages 1-17, May.
    18. Li, L. X., 1997. "Relationships between determinants of hospital quality management and service quality performance--a path analytic model," Omega, Elsevier, vol. 25(5), pages 535-545, October.
    19. Rodríguez, Pablo Gutiérrez & Villarreal, Ricardo & Valiño, Pedro Cuesta & Blozis, Shelley, 2020. "A PLS-SEM approach to understanding E-SQ, E-Satisfaction and E-Loyalty for fashion E-Retailers in Spain," Journal of Retailing and Consumer Services, Elsevier, vol. 57(C).
    20. Herrera-Viedma, E. & Herrera, F. & Chiclana, F. & Luque, M., 2004. "Some issues on consistency of fuzzy preference relations," European Journal of Operational Research, Elsevier, vol. 154(1), pages 98-109, April.
    21. Daniel Belanche & Luis V. Casaló & Carlos Flavián & Alfredo Pérez-Rueda, 2021. "The role of customers in the gig economy: how perceptions of working conditions and service quality influence the use and recommendation of food delivery services," Service Business, Springer;Pan-Pacific Business Association, vol. 15(1), pages 45-75, March.
    22. Boakye, Kwabena G. & Natesan, Prathiba & Prybutok, Victor R., 2020. "A correlated uniqueness model of service quality measurement among users of cloud-based service platforms," Journal of Retailing and Consumer Services, Elsevier, vol. 55(C).
    23. Kahraman, Cengiz & Cebeci, Ufuk & Ruan, Da, 2004. "Multi-attribute comparison of catering service companies using fuzzy AHP: The case of Turkey," International Journal of Production Economics, Elsevier, vol. 87(2), pages 171-184, January.
    24. Sheth, Jagdish N. & Newman, Bruce I. & Gross, Barbara L., 1991. "Why we buy what we buy: A theory of consumption values," Journal of Business Research, Elsevier, vol. 22(2), pages 159-170, March.
    25. Spiros Gounaris, 2005. "An alternative measure for assessing perceived quality of software house services," The Service Industries Journal, Taylor & Francis Journals, vol. 25(6), pages 803-823, September.
    26. Nojavan, Majid & Heidari, Atefeh & Mohammaditabar, Davood, 2021. "A fuzzy service quality based approach for performance evaluation of educational units," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
    27. Malhotra, Neeru & Mavondo, Felix & Mukherjee, Avinandan & Hooley, Graham, 2013. "Service quality of frontline employees: A profile deviation analysis," Journal of Business Research, Elsevier, vol. 66(9), pages 1338-1344.
    28. Bostancı, Bülent & Erdem, Nuri, 2020. "Investigating the satisfaction of citizens in municipality services using fuzzy modelling," Socio-Economic Planning Sciences, Elsevier, vol. 69(C).
    29. He, Ke & Zhang, Junbiao & Wang, Anbang & Chang, Huayi, 2020. "Rural households’ perceived value of energy utilization of crop residues: A case study from China," Renewable Energy, Elsevier, vol. 155(C), pages 286-295.
    30. Željko Stević & Irena Đalić & Dragan Pamučar & Zdravko Nunić & Slavko Vesković & Marko Vasiljević & Ilija Tanackov, 2019. "A new hybrid model for quality assessment of scientific conferences based on Rough BWM and SERVQUAL," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(1), pages 1-30, April.
    31. Jia-Wei Tang & Tsuen-Ho Hsu, 2018. "Utilizing the Hierarchy Structural Fuzzy Analytical Network Process Model to Evaluate Critical Elements of Marketing Strategic Alliance Development in Mobile Telecommunication Industry," Group Decision and Negotiation, Springer, vol. 27(2), pages 251-284, April.
    32. Lucía Melián-Alzola & Josefa D. Martín-Santana, 2020. "Service quality in blood donation: satisfaction, trust and loyalty," Service Business, Springer;Pan-Pacific Business Association, vol. 14(1), pages 101-129, March.
    33. Pietro Amenta & Antonio Lucadamo & Antonello D’Ambra, 2021. "Restricted Common Component and Specific Weight Analysis: A Constrained Explorative Approach for the Customer Satisfaction Evaluation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(2), pages 409-427, August.
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