A Cluster Analysis of Thai Tourists Influencing Loyalty Towards Northeastern Tourism of Thailand

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Ajcharapan Tangjaturasopon
Busaya Vongchavalitkul
Thanawan Sangsuwan

Abstract

This research aims to study 1) the behavior of Thai tourists and 2) to do a cluster analysis of factors influencing Thai tourists to be loyal to Northeastern tourism of Thailand. The sample was 432 Thai tourists visiting the area. Data was collected between December 2018 and February 2019 using questionnaires that were analyzed by descriptive statistics, K-means cluster analysis, and a comparison technique of tourist groups with cross tables.


The results of the research showed that Thai tourists often travel during a long weekend to relax on holidays. The tourists spenttwo days and a night per trip, and spent less than 5,000 THB. They travel with their loved ones, families, children, and grandchildren and used the Internet to get information about their destinations. Behavior analysis classified the tourists into two groups: 1) those who pay more emphasis on money worth spending tourism, and 2) those who pay more emphasis on tourism images. This research concluded that each group of tourists behave differently and have different factors in decision-making. This research is useful for formulating strategies and marketing activities, which are direct and able to meet the needs of specific groups of tourists.

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บทความวิจัย (Research Article)

References

Aaker, D. A. (1996). Measuring brand equity across products and markets. California Management, 38(3), 102-120.

Allison, E. H., & Philip, J. R. (2004). The Effect of Corporate Image in the Formation of Customer Loyalty: An Australian Replication. Australasian Marketing Journal (AMJ), 12(3), 88-96.

Backman, S. J., & Veldkamp, C. (1995). Examination of the relationship between service quality and user loyalty. Journal of Park and Recreation Administration, 13(2), 29-42.

Chen, C. F., & Chen, F. S. (2010). Experience quality, perceived value, satisfaction and behavioral intentions for heritage tourists. Tourism Management, 31(1), 29-35.

Chiu, W., & Zeng, S. (2016). Determinants of Chinese tourists’ loyalty to Korea: A comparison of film and non-film tourist perceptions. International Journal of Social Science and Humanity, 6(9), 667-671.

Cohen, E. (1979). A phenomenology of tourist experience. Sociology, 13(2), 179-201.

Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297-334.

Crompton, J. L. (1979). Motivations for pleasure vacations. Annals of tourism research, 6(4), 408-424.

Cronin, J. J., Brady, M. K., & Hult, G. T. (2000). Assessing the effects of quality, value, and customer satisfaction on consumer behavioral intentions in service environments. Journal of Retailing, 76(2), 193-218.

Dick, A. S., & Basu K. (1994). Customer loyalty: Toward an integrated conceptual framework. Journal of the Academy of Marketing Science, 22(2), 99-113.

Echtner, C. M., & Ritchie, J. R. B. (1993). The measurement of destination image: An empirical assessment. Journal of Travel Research, 31(4), 3-13.

Forgas-Coll, S., Palau-Saumell, R., Sanchez-García, J., & Callarisa-Fiol, L. J. (2012). Urban destination loyalty drivers and cross-national moderator effects: The case of barcelona. Journal Tourism Management, 33(6), 1309-1320.

Hawkins, L. D., & Coney, K. A. (2001). Consumer behavior (8th ed.). New York: McGraw-Hill.

Hellier, P. K, Geursen, G. M., Carr, R. A., & Rickard, J. A. (2003). Customer repurchase intention: A general structural equation model. European Journal of Marketing, 37(11-12), 1762-1800.

Janita, M., S., & Miranda F. J. (2013). Exploring service quality dimensions in B2B e-marketplaces. Journal of Electronic Commerce Research, 14(4), 363-386.

Khuong, M. N., & Ha, H. T. T. (2014). The influences of push and pull factors on the international leisure tourists, return intention to Ho Chi Minh City, Vietnam-a mediation analysis of destination satisfaction. International Journal of Trade, Economics and Finance, 5(6), 490-496.

Kim, H., & Richardson, S. L. (2003). Motion picture impacts on destination images. Annals of Tourism Research, 30(1), 216-237.

Klenosky, D. B. (2002). The “pull” of tourism destinations: A means-end investigation. Journal of Travel Research, 40(4), 396-403.

Kotler, P. (1997). Marketing management: Analysis, planning implementation and control (9th ed.). New Jersey: Asimmon & Schuster.

Leisen, B. (2001). Image segmentation: The case of tourism destination. Journal of Service Marketing, 15(1), 49-66.

Lee, T. H., & Hsu, F. Y. (2013). Examining how attending motivation and satisfaction affects the loyalty for attendees at aboriginal festivals. International Journal of Tourism Research, 15(1), 18-34.

McIntosh, R. W., & Goeldner, C. R. (1986). Tourism principles, practices, philosophies. New York: John Wiley & Son.

Ministry of Tourism and Sports. (2017). Domestic tourist statistics 2016 (Northeast region). Retrieved from http://www.mots.go.th/more_news.php?cid=438&filename=index [in Thai]

Ministry of Tourism and Sports. (2019). 5 provinces generating income from “Tourism” most of Thailand. Retrieved from https://www.smartsme.co.th/content/224993 [in Thai]

National Statistical Office. (2020). Northeast region, people travel to travel the most. Retrieved from http://www.nso.go.th/sites/2014/Pages/ActivityNSO/A02-10-60-3.aspx [in Thai]

Oliver, R. (1980). A cognitive model of the antecedents and consequences of satisfaction decisions. Journal of Marketing Research, 17(4), 460-469.

Pimonsompong, C. (2003). Tourism market planning and development (4th ed.). Bangkok: Kasetsart University. [in Thai]

Perreault, W. D., Dorden, D. k., & Dorden, W. R. (1979). A psychological classification of vacation life-styles. Journal of Leisure Research, 9(2), 208-224.

Rovinelli, R. J., & Hambleton, R. K. (1997). On the use of content specialists in the assessment of criterion-referenced test item validity. Tijdschrift voor Onderwijs research Research, 2(2), 49-60.

Samerjai, C. (2005). Service marketing and management. Bangkok: SE-ED. Com [in Thai]

Sandra, M., Correia, L., Francisco, J., & Miranda, G. (2008). The importance of quality, satisfaction, trust, and Image in relation to rural tourist loyalty. Journal of Travel & Tourism Marketing, 25(2), 117-136.

Sawadee Public Company Limited. (2020). Travel information Northeast (Isan). Retrieved from https://www.sawadee.co.th/isan/isan.html [in Thai]

Sharpley, R. (2006). Travel and tourism. London: Sage Publications.

Tse, D., & Wilton, C. (1988). Models of consumer satisfaction: An extension. Journal of Marketing Research, 15(2), 204-212.

Vanichbuncha, K. (2012). Statistical for research (6th ed.). Bangkok: Tammasan. [in Thai]

Yamane, T. (1973). Statistics: An introductory analysis (3rd ed.). New York: Harper and Row.

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.

Zeithaml, V. A., Berry, L. L., & Parasuraman, A. (1996). The behavioral consequences of service quality. Journal of Marketing, 60(2), 31-46.