IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v13y2020i1p310-d473070.html
   My bibliography  Save this article

Big Data Analysis of Korean Travelers’ Behavior in the Post-COVID-19 Era

Author

Listed:
  • Yun-A Sung

    (Department of Korean-Japanese Cultural Contents, Sangmyung University, Seoul 03016, Korea)

  • Kyung-Won Kim

    (Department of Business Administration, Seoul National University of Science & Technology, Seoul 01811, Korea)

  • Hee-Ju Kwon

    (KU China Institute, Konkuk University, Seoul 05029, Korea)

Abstract

Due to the spread of COVID-19 worldwide in 2020, the tourism industry is facing a calamitous crisis as migration and travel between the countries has been restricted. The purpose of this study is to explore changes in Korean tourism behavior after COVID-19. Korean social media data was collected from the World Health Organization’s declaration of a public health emergency of international concern, in January 2020, to August 2020, the summer vacation season. Keywords were extracted via text mining, and the current perspectives of Koreans concerning tourism that manifest content analysis were investigated. In addition, UCINET 6 was used to visualize related words by conducting centrality analysis, CONCOR (CONvergent CORrelation) analysis, and semantic system network analysis. The analysis showed that Korean tourists have increased their preference for domestic travel, and showed interest in government subsidies. Korean tourists also showed greater interest in eco-trips and gourmet trips. Although this study is limited to Korea, it can be used as a regional strategy.

Suggested Citation

  • Yun-A Sung & Kyung-Won Kim & Hee-Ju Kwon, 2020. "Big Data Analysis of Korean Travelers’ Behavior in the Post-COVID-19 Era," Sustainability, MDPI, vol. 13(1), pages 1-21, December.
  • Handle: RePEc:gam:jsusta:v:13:y:2020:i:1:p:310-:d:473070
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/13/1/310/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/13/1/310/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Azzeddine Madani & Saad Eddine Boutebal & Hinde Benhamida & Christopher Robin Bryant, 2020. "The Impact of Covid-19 Outbreak on the Tourism Needs of the Algerian Population," Sustainability, MDPI, vol. 12(21), pages 1-11, October.
    2. Gualter Couto & Rui Alexandre Castanho & Pedro Pimentel & Célia Carvalho & Áurea Sousa & Carlos Santos, 2020. "The Impacts of COVID-19 Crisis over the Tourism Expectations of the Azores Archipelago Residents," Sustainability, MDPI, vol. 12(18), pages 1-14, September.
    3. Rosario D’Agata & Simona Gozzo & Venera Tomaselli, 2013. "Network analysis approach to map tourism mobility," Quality & Quantity: International Journal of Methodology, Springer, vol. 47(6), pages 3167-3184, October.
    4. Xiang, Zheng & Gretzel, Ulrike, 2010. "Role of social media in online travel information search," Tourism Management, Elsevier, vol. 31(2), pages 179-188.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Katie K. Arkema & David M. Fisher & Katherine Wyatt & Spencer A. Wood & Hanna J. Payne, 2021. "Advancing Sustainable Development and Protected Area Management with Social Media-Based Tourism Data," Sustainability, MDPI, vol. 13(5), pages 1-18, February.
    2. Jun Yu & Xiaobin Zhang & Hak-Seon Kim, 2023. "Using Online Customer Reviews to Understand Customers’ Experience and Satisfaction with Integrated Resorts," Sustainability, MDPI, vol. 15(17), pages 1-14, August.
    3. Mengyuan Qiu & Ji Sha & Noel Scott, 2021. "Restoration of Visitors through Nature-Based Tourism: A Systematic Review, Conceptual Framework, and Future Research Directions," IJERPH, MDPI, vol. 18(5), pages 1-18, February.
    4. Hyo-Sun Jung & Hye-Hyun Yoon & Min-Kyung Song, 2021. "A Study on Dining-Out Trends Using Big Data: Focusing on Changes since COVID-19," Sustainability, MDPI, vol. 13(20), pages 1-23, October.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Ching-Tang Chan & Hsien-Wu Chen, 2022. "Impact of COVID-19 on the Tourism Industry in Taiwan," Sustainability, MDPI, vol. 14(8), pages 1-16, April.
    2. Mahan, Joseph E. & Seo, Won Jae & Jordan, Jeremy S. & Funk, Daniel, 2015. "Exploring the impact of social networking sites on running involvement, running behavior, and social life satisfaction," Sport Management Review, Elsevier, vol. 18(2), pages 182-192.
    3. Tao Liu & Ying Zhang & Huan Zhang & Xiping Yang, 2021. "A Methodological Workflow for Deriving the Association of Tourist Destinations Based on Online Travel Reviews: A Case Study of Yunnan Province, China," Sustainability, MDPI, vol. 13(9), pages 1-15, April.
    4. Ahmed Ibrahim Alzahrani & T. Ramayah & Nalini Suppiah & Osama Alfarraj & Nasser Alalwan, 2020. "Modeling Blog Usage From a Developing Country Perspective Using Structural Equation Modeling (SEM)," SAGE Open, , vol. 10(3), pages 21582440209, July.
    5. Sharma, Mahak & Antony, Rose & Sehrawat, Rajat & Cruz, Angel Contreras & Daim, Tugrul U., 2022. "Exploring post-adoption behaviors of e-service users: Evidence from the hospitality sector /online travel services," Technology in Society, Elsevier, vol. 68(C).
    6. Juan Brida & Marta Disegna & Raffaele Scuderi, 2014. "The behaviour of repeat visitors to museums: review and empirical findings," Quality & Quantity: International Journal of Methodology, Springer, vol. 48(5), pages 2817-2840, September.
    7. Yanlong Guo & Jiaying Yu & Han Zhang & Zuoqing Jiang, 2022. "A Study on Cultural Context Perception in Huizhou Cultural and Ecological Reserve Based on Multi-Criteria Decision Analysis," Sustainability, MDPI, vol. 14(24), pages 1-20, December.
    8. Krakover, Shaul & Corsale, Andrea, 2021. "Sieving tourism destinations: Decision-making processes and destination choice implications," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(1), pages 33-43.
    9. Qu, Hailin & Lee, Haeyoung, 2011. "Travelers’ social identification and membership behaviors in online travel community," Tourism Management, Elsevier, vol. 32(6), pages 1262-1270.
    10. Li, Xiangping & Li, Xiang (Robert) & Hudson, Simon, 2013. "The application of generational theory to tourism consumer behavior: An American perspective," Tourism Management, Elsevier, vol. 37(C), pages 147-164.
    11. Benjamin Appiah Osei & Ama Nyenkua Abenyin, 2016. "Applying the Engell–Kollat–Blackwell model in understanding international tourists’ use of social media for travel decision to Ghana," Information Technology & Tourism, Springer, vol. 16(3), pages 265-284, September.
    12. Antoniadis, Konstantinos & Grougiou, Vasiliki & Zafiropoulos, Kostas & Vrana, Vasiliki & Theocharidis, Anastasios Ioannis, 2018. "The use of Facebook and Twitter by DMOs in Europe," MPRA Paper 98936, University Library of Munich, Germany.
    13. Tomasz Stanisław Szopiński & Robert Nowacki, 2014. "Plane Ticket Price Dispersion in the Online Selling System in Poland," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 8(2), June.
    14. Torres, Juan Pablo & Barrera, Jose Ignacio & Kunc, Martin & Charters, Steve, 2021. "The dynamics of wine tourism adoption in Chile," Journal of Business Research, Elsevier, vol. 127(C), pages 474-485.
    15. Chen, Xuqi & Gao, Zhifeng & House, Lisa, 2016. "Own and Cross-effect of Social Media on Demand for Fresh Produce: A Case of Consumer Preference for California versus Florida Strawberry," 2016 Annual Meeting, February 6-9, 2016, San Antonio, Texas 230137, Southern Agricultural Economics Association.
    16. Paolo Enria, 2012. "Local identity and food and wine communication as a lever for place marketing," CERIS Working Paper 201208, CNR-IRCrES Research Institute on Sustainable Economic Growth - Torino (TO) ITALY - former Institute for Economic Research on Firms and Growth - Moncalieri (TO) ITALY.
    17. Carmela Iorio & Giuseppe Pandolfo & Antonio D’Ambrosio & Roberta Siciliano, 2020. "Mining big data in tourism," Quality & Quantity: International Journal of Methodology, Springer, vol. 54(5), pages 1655-1669, December.
    18. Saridakis, George & Benson, Vladlena & Ezingeard, Jean-Noel & Tennakoon, Hemamali, 2016. "Individual information security, user behaviour and cyber victimisation: An empirical study of social networking users," Technological Forecasting and Social Change, Elsevier, vol. 102(C), pages 320-330.
    19. Sparks, Beverley A. & Perkins, Helen E. & Buckley, Ralf, 2013. "Online travel reviews as persuasive communication: The effects of content type, source, and certification logos on consumer behavior," Tourism Management, Elsevier, vol. 39(C), pages 1-9.
    20. Assumpció Huertas & Antonio Moreno & Jordi Pascual, 2021. "Place Branding for Smart Cities and Smart Tourism Destinations: Do They Communicate Their Smartness?," Sustainability, MDPI, vol. 13(19), pages 1-18, October.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jsusta:v:13:y:2020:i:1:p:310-:d:473070. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.