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Measurement modelling of the perceived service quality of a sightseeing bus service: An application of hierarchical confirmatory factor analysis

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  • Jomnonkwao, Sajjakaj
  • Ratanavaraha, Vatanavongs

Abstract

Sightseeing buses were taken to use as main vehicles for students’ excursions because of a large number of students participating in each trip. Schools should give significant importance to good quality sightseeing buses. This study aimed to develop the indicators monitoring and evaluating sightseeing bus services. This study examined the sightseeing tour buses’ service quality factors according to 27 parameters applied as criteria for evaluating and improving service. Data were gathered from 3387 teachers and educational staff involved with educational field trips. The results of exploratory factor analysis (EFA) classified the parameters into three groups: vehicles, drivers and crews, and management factors. Subsequently, confirmatory factor analysis (CFA) was used to confirm the factor structure. The findings verified that the 27 parameters can indicate three perspectives of quality performance. CFA loading scores were quite high, implying that the parameters had strong potential usefulness for assessing sightseeing bus service quality. Likewise, the second-order CFA found that the three aforementioned latent variables are powerful indicators of tour service quality level at the 0.01 significance level. In this regard, the factor of vehicles exhibited the largest CFA loading (β=0.935). The results of this study potentially provide schools or entrepreneurs for the development of check list in assessing sightseeing bus quality which will make each trip more comfortable in travelling and safety.

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  • Jomnonkwao, Sajjakaj & Ratanavaraha, Vatanavongs, 2016. "Measurement modelling of the perceived service quality of a sightseeing bus service: An application of hierarchical confirmatory factor analysis," Transport Policy, Elsevier, vol. 45(C), pages 240-252.
    • Handle: RePEc:eee:trapol:v:45:y:2016:i:c:p:240-252
    DOI: 10.1016/j.tranpol.2015.04.001
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    1. L. Zhang & Y. P. Wang & J. Sun & B. Yu, 2019. "The sightseeing bus schedule optimization under Park and Ride System in tourist attractions," Annals of Operations Research, Springer, vol. 273(1), pages 587-605, February.
    2. Sun, Shichao & Duan, Zhengyu, 2019. "Modeling passengers’ loyalty to public transit in a two-dimensional framework: A case study in Xiamen, China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 124(C), pages 295-309.
    3. Ojeda Diaz, Alfredo J. & Cantillo, Víctor & Arellana, Julián, 2023. "Understanding how individuals perceive changes in the built environment and the transport system after implementing a BRT system. The case of Barranquilla, Colombia," Journal of Transport Geography, Elsevier, vol. 110(C).
    4. Chee, Pei Nen Esther & Susilo, Yusak O. & Wong, Yiik Diew, 2020. "Determinants of intention-to-use first-/last-mile automated bus service," Transportation Research Part A: Policy and Practice, Elsevier, vol. 139(C), pages 350-375.
    5. Sajjakaj Jomnonkwao & Chinnakrit Banyong & Supanida Nanthawong & Thananya Janhuaton & Vatanavongs Ratanavaraha & Thanapong Champahom & Pornsiri Jongkol, 2022. "Perceptions of Parents of the Quality of the Public Transport Services Used by Children to Commute to School," Sustainability, MDPI, vol. 14(20), pages 1-20, October.
    6. Sajjakaj Jomnonkwao & Thanapong Champahom & Vatanavongs Ratanavaraha, 2020. "Methodologies for Determining the Service Quality of the Intercity Rail Service Based on Users’ Perceptions and Expectations in Thailand," Sustainability, MDPI, vol. 12(10), pages 1-20, May.
    7. Rubén Cordera & Soledad Nogués & Esther González-González & Luigi dell’Olio, 2019. "Intra-Urban Spatial Disparities in User Satisfaction with Public Transport Services," Sustainability, MDPI, vol. 11(20), pages 1-22, October.
    8. Daniels, Margaret J. & Harmon, Laurlyn K. & Vese, Rodney & Park, Minkyung & Brayley, Russell E., 2018. "Spatial dynamics of tour bus transport within urban destinations," Tourism Management, Elsevier, vol. 64(C), pages 129-141.

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