Ülkelerin Destinasyon Tanıtımında Kullandıkları Sosyal Medya Hesaplarının Kümeleme Analizi ile İncelenmesi (Investigation of Social Media Accounts Used by Countries in the Promotion of Destinations by Cluster Analysis)
DOI:
https://doi.org/10.21325/jotags.2021.910Keywords:
Tourism, Destination promotion, Social media, Cluster analysisAbstract
Countries use a wide variety of tools in their promotional activities. One of the most important of these tools is social media tools, where the number of users shows a rapid increase. In this context, countries have realized the importance of taking part in social media tools and the necessity of using these tools effectively. It is seen that countries benefit from social media tools in destination management, promotion and marketing. In this study, the number of followers, the total number of posts, the number of post likes and comments, and the average post sharing of the content in the Instagram accounts of 16 countries were examined by cluster analysis. The Ward method was used for cluster analysis. As a result of the study, similar countries in terms of interaction were revealed and interpreted. As a result of the hierarchical clustering analysis made according to the Ward Method, it is seen that 16 countries form a 4-cluster structure. As a result of the analysis; Argentina, Estonia and Costa Rica were cluster to first group. Greece, England, Sweden and Denmark are in the second cluster, Portugal, Japan, the United States, Mexico and Israel are in the third cluster, Scotland, Austria, Morocco and Brazil were found to be the fourth cluster.
References
Aghaei, S., Nematbakhsh, M. A., & Farsani, H. K. (2012). Evolution of the WorldWide Web: From Web 1.0 to Web 4.0, International Journal of Web & Semantic Technology, 3 (1), 1–10.
Amaro, S., Duarte, P., & Henriques, C. (2016). Travelers’ Use of Social Media: A Clustering Approach, Annals of Tourism Research, 59, 1-15.
Anderberg, M. R. (2014). Cluster Analysis For Applications: Probability and Mathematical Statistics: A Series of Monographs and Textbooks, Vol. 19, Academic Press.
Andrlic, B., & De Alwis, A. C. (2016). Social media in destination marketing, International Journal of Management and Applied Science, 2 (4), 121-125.
Blackshaw, P. (2006). Consumer-Generated Media (CGM) 101: Word-of-Mouth in the Age of the Web-Fortified Consumer. New York: Nielsen.
Boyd, D., & Ellison, N. (2007). Social Network Sites: Definition, History, and Scholarship, Michigan: University of California-Berkeley & Department of Telecommunication, Information Studies, and Media Michigan State University.
Chung, N., & Koo, C. (2015). The use of social media in travel ınformation search, Telematics and Informatics, 32 (2), 215-229.
ELTayeb, N. (2021). The ımpact of ınsta tourism on tourism decision making of generation Y. Journal of Association of Arab Universities for Tourism and Hospitality, 20(2), 132-151.
Felix, R., Rauschnabel, P. A., & Hinsch,C. (2017). Elements of strategic social media marketing: A holistic framework, Journal of Business Research, 2017, 70, 118-126.
Filieri, R., Yen, D. A., & Yu, Q. (2021). #ILoveLondon: An Exploration of the Declaration of Love Towards a Destination on Instagram, Tourism Management, 85, 1-21.
Fotis, J., Buhalis, D., & Rossides, N. (2012). Social Media Use and Impact During the Holiday Travel Planning Process, M.Fuchs et al. (eds). Information and Communication Technologies Technologies in Tourism, Springer-Verlag/Wien, 13-24.
Hair, J. F., Anderson, R. E., Tatham, R. L., & Black, W. C. (1995). Multivariate data analysis, Englewood Cliffs, NJ: Prentice-Hall.
Hansen, D. L., Shneiderman, B., & Smith, M. A. (2011). Analyzing Social Media Networks with Nodexl: Insights from a Connected World, Morgan Kauffmann: Burlington.
Fatanti, M. N., & Suyadnya, I. W. (2015). Beyond User Gaze: How Instagram Creates Tourism Destination Brand?, Social and Behavioral Sciences, 211, 1089 – 1095.
Fu, Y., & Timothy, D. J. (2021). Social media constraints and destination ımages: The potential of barrier-free ınternet access for foreign tourists in an ınternet-restricted destination, Tourism Management Perspectives, 37.
Hays, S., Page, S., & Buhalis, D., 2012, Social Media as a Destination Marketing Tool: An Exploratory Study of the Use of Social Media Among National Tourism Organisations, Current Issues in Tourism, 16 (3), 211-239.
Hays, S., Page, S. J., & Buhalis, D. (2013). Social Media as a Destination Marketing Tool: Its Use by National Tourism Organisations, Current Issues in Tourism, 16(3), 211-239.
Jansson, A. (2018). Rethinking Post-Tourism in the Age of Social Media, Annals of Tourism Research, 69, 101-110.
Javed , M., Zuzana Tucková, Z., & Jibril, A. B. (2020). The Role of Social Media on Tourists’ Behavior: An Empirical Analysis of Millennials from the Czech Republic, Sustainability, 12(18), 1-19.
Kılıçarslan, D., & Albayrak, T. (2020). Destinasyon pazarlama organizasyonlarının sosyal medya performansının kıyaslanması, Anatolia: Turizm Araştırmaları Dergisi, 31(2), 149 – 160.
Kiralova, A. B., & Pavliceka, A. (2015) 'Development of Social Media Strategies in Tourism Destination', Procedia - Social and Behavioral Sciences, 175, Proceedings of the 3rd International Conference on Strategic Innovative Marketing (IC-SIM 2014), 358-366.
Leung, D., Law, R., Van Hoof, H., & Buhalis, D. (2013). Social media in tourism and hospitality: A literature review, Journal of Travel & Tourism Marketing, 30(1-2), 3-22.
Lund, N. F., Cohen, S., & Scarles, C. (2017) The power of social media storytelling in destination branding, Journal of Destination Marketing & Management, 8, 271-280.
Minazzi R. 2014. Social Media Marketing in Tourism and Hospitality, Springer: Cham.
Mirzaalian, F., & Halpenny, E. (2021). Exploring Destination Loyalty: Application of social media analytics in a nature-based tourism setting, Journal of Destination Marketing & Management, 20.
Mistilis, N. Buhalis, D., & Gretzel, U. (2014). Future eDestination Marketing: Perspective of An Australian Tourism Stakeholder Network, Journal of Travel Research, 53 (6), 778-790.
Nag, A. K., & Gilitwala, B. (2019). Social media and ıts ınfluence on travel motivation and destination’s ımage formation, International Journal of Scientific & Technology Research, 8 (12), 3261-3267.
Narangajavana, Y., Fiol, L. J. C., Tena, M. A. M., Artolan, R. M. R., & García, J. S. (2017). The ınfluence of social media in creating expectations: An empirical study for a tourist destination, Annals of Tourism Research, 65, 60-70.
Pantouvakis A. (2010). The Relative Importance of Service Features in Explaining Customer Satisfaction: A Comparison of Measurement Models, Managing Service Quality, 20 (4), 366–387.
Shengnan, Y., Jinxing, H., Xiang, G., & Hongqin, X. (2012). The Effect of Social Media on Tourism Destination Marketing: A Media-Synchronicity-Theory Based Exploration, ICSSSM12, 2-4 July 2012, Shanghai, China.
Statista (2021a). Number of Social Network Users Worldwide from 2017 to 2025, Erişim Tarihi (03.02. 2021), Retrieved from: https://www.statista.com/statistics/278414/number-of-worldwide-social-network-users.
Statista (2021b). Number of International Tourist Arrivals Worldwide from 2010 to 2019, Retrieved from: https://www.statista.com/statistics/209334/total-number-of-international-tourist-arrivals/ (Erişim Tarihi: 04.01.2021).
Trusov, M., Bucklin, R. E., & Pauwels, K. (2009). Effects of Word- of- Mouth versus Traditional Marketing: Findings from an Internet Social Networking Site, Journal of Marketing, 73 (5), 90–102.
Uzun, H. (2016). Sosyal medyanın bilgi kalitesine etkisi: Sahte hesaplar, Akademia Sosyal Bilimler Dergisi, 2 (1), 1-31.
Ünal, A. (2020). Instagram içeriklerinin yabancı turistlerin destinasyon seçimleriyle ilgili anlık algı değişimlerine etkisinin belirlenmesi, Turizm Akademik Dergisi, 7 (1), 1-14.
Xiang, Z., & Gretzel, U. (2010). Role of social media in online travel information search, Tourism Management, 31 (2), 179-188.
Zeng, B., & Gerritsen, R. (2014). What do we know about social media in tourism? A Review, Tourism Management Perspectives, 10, 27–36.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2023 Journal of Tourism & Gastronomy Studies

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.