Sequential Mediation between the COVID-19 Epidemic Situation and Reservice by Tourists in the Mekong River Basin
Main Article Content
Abstract
The aim of this study was to examine the interplay of service quality, satisfaction, and reservice among Thai tourists in eight provinces in Thailand and three neighboring provinces in the Lao PDR, all of which are adjacent to the Mekong River. A survey questionnaire was collected from 400 Thai tourist respondents. The study utilized convenience sampling and employed structural equation model analysis and second-order confirmatory factor analysis. The study also tested sequential mediation using the Sobel Test Formula for Sequential Mediation. The findings of the study indicated that the safety factor during the COVID-19 epidemic had a direct impact on the level of service and reservice by tourists. Additionally, the quality of service indirectly influenced the return visits of tourists by affecting their satisfaction. The results of the sequential mediation test revealed that both service quality and satisfaction served as mediator variables, which had an indirect effect on the relationship between the safety factor during the epidemic and the reservice by Thai tourists. This mediation effect was found to be moderate. The research results recommend that the government should establish standards of safety as it did during the COVID-19 pandemic and encourage businesses offering accommodation to participate in assessments for safe and sanitary practices.
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References
Anderson, E.W. and Fornell, C. (1994). A customer satisfaction research prospectus. In R.T. Rust and R.L. Oliver (Eds.). Service Quality: New directions in theory and practice. London: Sage Publications.
Baumann, C., Hoadley, S., Hamin, H., and Nugraha, A. (2017). Competitiveness vis-à-vis service quality as drivers of customer loyalty mediated by perceptions of regulation and stability in steady and volatile markets. Journal of Retailing and Consumer Services, (36), 62-74.
Byrne, Barbara M. (2010). Structural equation modeling with AMOS: Basic concepts, applications, and programing. 2th edition. New York: Taylor and Francis Group.
Chin, W. W. (1998). The partial least squares approach to structural equation modeling. In G. A. Marcoulides (Ed.). Modern Methods for Business Research, 7(4) 295-336.
Cochran, W. G. (1977). Sampling Techniques. 3rd Edition. New York; John Wiley & Sons.
Cronin, J. J., Brady, M. K., and Hult, G. T. (2000). Assessing the effects of quality, value and customer satisfaction on consumer behavioral intentions in service environments. Journal of Retailing, 76, 193-218.
Fornell, C. and Larcker, D. F. (1981). Evaluating structural equation models with unobservable variables and measurement error. Journal of Marketing Research, 18(1), 39-50.
George, D. and Mallery, M. (2010). SPSS for Windows step by step: A simple guide and reference, 17.0 Update, 10th edition. Boston: Pearson.
Gu, H. and Ryan, C., (2007). Chinese clientele at Chinese hotels evaluations and importance attributions: A comparison between different hotel star ratings. Paper presented at the 13th Asia Pacific Tourism Association & 4th Asia Pacific CHRIE Joint Conference Proceeding. Beijing International Studies University, Beijing.
Hair, J. F., Black, B., Babin, B., Anderson, R. E., and Tatham, R. L. (2010). Multivariate data analysis: A global perspective. New Jersey: Pearson Education.
Hellier, P. K., Geursen, G. M., Carr, R. A., and Rickard, J. A. (2003). Customer repurchase intention: A general structural equation model. European Journal of Marketing, 37(11/12), 762-1,800.
Henseler, J., Hubona, G., and Ray, P. A. (2016). Using PLS Path Modeling in new technology research: Updated guidelines. Industrial Management & Data Systems, 116(1), 2-20.
Ivan, J. A. P. and Shu, F. C. (2020). SEM-Based methods to form confidence intervals for indirect effect: Still applicable given nonnormality, under certain conditions. Frontiers in Psychology, 11, 1-20. DOI: https://doi.org/10.3389/fpsyg.2020.571928.
Kudhinnok, N. (2014). Service quality affecting customer satisfaction and intention of returning to 5 star-hotels of foreign visitors in Bangkok. Thesis, Master of Business Administration, Bangkok University.
Laowicharath, Y. (2017). Factors positively affecting purchase intention to stay at budget hotels of foreign customers in Bangkok. Independent study manuscript presented to the Graduate School of Bangkok University in partial fulfillment of the requirements for the degree Master of Business Administration, Graduate School, Bangkok University.
Nonthapot, S. (2019). The impact of economic factors on street food consumer choice in Nong Khai municipality, Nong Khai province, Thailand. Management Science Letters, 9(13), 2337-2346.
Oliver, R. L. (1980). A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research, 17, 460-469.
Parasuraman, A., Zeithaml, V. A., and Berry, L. L. (1985). A conceptual model of service quality and its implications for future research. Journal of Marketing, 49, 41-50.
Penchansky, R. and Thomas, J. W. (1981). The concept of access: Definition and relationships to consumer satisfaction. Medical Care, 19, 127-140.
Pornnapa T., Homboonyong W., Amornsittinon A., Patcharapuwadol R., and Hamloha, N. (2021). Service quality and marketing factors after easing of Covid-19 protocol. Dusit Thani College Journal. 15(2), 68-79.
Ramya N., Kowsalya A., and Dharanipriya. (2019). Service quality and its dimensions. EPRA International Journal of Research and Development. 4(2), 38-41.
Sihabutr C. and Nonthapot S. (2021). The effects of economic factors on community-based tourism in Upper Northeast Thailand. International Journal of Management and Sustainability, 10(3), 79-91.
Sofiani. (2020). Impact of hygiene and sanitation on revisit intention at Santika Depok Hotel. Journal of Business and Entrepreneurship, 8(1), 40-51.
Suasuri, T. (2015). Factors affecting the services quality towards trust, satisfaction, word of mouth, and revisit intention of the 5-star hotel. Independent Study, Master of Business Administration, Bangkok University.
Tangtenglam, S. and Pongpanich, A. (2021). Factors affecting the selection of new normal Thai travel. Journal of Multidisciplinary in Humanities and Social Sciences, 4(1), 12-24.
Taylor, S. A. and Baker, T. L. (1994). An assessment of the relationship between service quality and customer satisfaction in formation of consumers’ purchase intentions. Journal of Retailing, (70), 163-178.
Thongkum, K. (2021). Factors affecting generation Y tourists’ return to use 3-5 star hotels in southern Thailand. Master’s thesis, Mahidol University.
Zhang, Y and Ma, Z.F. (2020). Impact of the COVID-19 pandemic on mental health and quality of life among local residents in Liaoning Province, China: A cross-sectional study. International Journal of Environmental Research and Public Health. 2020 Mar 31, 17(7), 2381. doi: 10.3390/ijerph17072381. PMID: 32244498; PMCID: PMC7177660.
Websites
Department of Disease Control. (2021). Situation of Coronavirus disease (COVID-19). Retrieved on June 1, 2022, from https://ddc.moph.go.th/uploads/files/2017420210820025238.pdf
Krungsri Bank. (2021). Hotel business- Business/Industry Trend 2021-2023. Retrieved on February 20, 2023, from https://www.krungsri.com/en/research/industry/Industry-Horizon/industry-summary-outlook-2021-2023
Matt C. Ho. (2020). Sobel Test Formula for Serial Mediation / Sequential Mediation. Retrieved on February 20, 2023, from https://mattchoward.com/sobel-test-formula-for-serial-mediation-sequential-mediation/
Ministry of Information, Culture and Tourism, Tourism Development Department. (2021). Statistical report on tourism in Laos. Retrieved on September 19, 2022, from https://eccil.org/wp-content/uploads/2021/06/Statistical-Report-on-Tourism-2020.pdf
Ministry of Tourism and Sports. (2021). Summary of international travel statistics. Retrieved on June 10, 2022, from https://www.mots.go.th/news/category/628
Ministry of Tourism and Sports. (2022). The statistics of the number of rooms in the area. Retrieved on September 19, 2022, from https://catalog.nso.go.th/dataset/os_17_00003
Rovinelli, R.J. and Hambleton, R.K. (1976). On the use of content specialists in the assessment of criterion-referenced test item validity. Paper presented at the annual meeting of the American Educational Research Association: California. April 19-23, 1976)0 [Online] Retrieved on June 10, 2022, from https://files.eric.ed.gov/fultlext/ED121845.pdf. Retrieved Feb 3, 2018.
Xinhuathai. (2021). The United States reveals that ‘Covid-19 mutants’ are transmitted from person to person. Retrieved on February 20, 2023, from https://www.xinhuathai.com/high/165679_20210101