IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i18p11485-d914044.html
   My bibliography  Save this article

In the COVID-19 Era, When and Where Will You Travel Abroad? Prediction through Application of PPM Model

Author

Listed:
  • Jeong-Joon Kim

    (Department of Airline Services, Seowon University, Cheongju 28674, Korea)

  • Byeong-Cheol Lee

    (Department of Tourism and Event Management, Kyonggi University, Seoul 03746, Korea)

  • Hyo-Jeong Byun

    (Department of Liberal Arts College, Kyonggi University, Suwon 16227, Korea)

Abstract

This study aimed to derive tourism motives and constraint factors that have changed or are newly applicable after COVID-19, and to identify the influencing relationships between these factors and complex aspects of tourism behavior intentions. For this purpose, the Push-Pull-Mooring model was used. To achieve the purpose of this study, prior literature and empirical studies were used to derive the primary measurement items through the primarily derived PPM model-based factors, and an online questionnaire survey was conducted with consumers who had had experience of overseas travel within the past two years. In total, 322 copies of the questionnaire were used for analysis. Through factor analyses, five push factors, four pull factors, and four mooring factors were derived. To understand tourism behavior intentions, each of the travel resumption times, preferred destination types, and preferred accommodation types were divided into three to conduct multinomial logistic regression analysis. The influence relationships between variables were verified to identify the changes in tourism behavior intentions caused by COVID-19, and the results indicated that some items of the PPM factors had significant influencing relationships with travel resumption times and preferred accommodation types. The preferred destination types were found to have significant influencing relationships with some items of the push/pull factors that were not found to have any influencing relationships with the mooring factors. This study is meaningful in that it presented motives and constraint factors for tourism behaviors from a new perspective based on changes in the tourism environment due to COVID-19, and the application of the PPM model and travel behavior is expected to be applied to diverse tourist behavior studies hereafter to achieve theoretical extensions.

Suggested Citation

  • Jeong-Joon Kim & Byeong-Cheol Lee & Hyo-Jeong Byun, 2022. "In the COVID-19 Era, When and Where Will You Travel Abroad? Prediction through Application of PPM Model," Sustainability, MDPI, vol. 14(18), pages 1-27, September.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:18:p:11485-:d:914044
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/18/11485/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/18/11485/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Everett Lee, 1966. "A theory of migration," Demography, Springer;Population Association of America (PAA), vol. 3(1), pages 47-57, March.
    2. José Antonio Donaire & Núria Galí & Raquel Camprubi, 2021. "Empty Summer: International Tourist Behavior in Spain during COVID-19," Sustainability, MDPI, vol. 13(8), pages 1-14, April.
    3. Lu, Jiaying & Hung, Kam & Wang, Lili & Schuett, Michael A. & Hu, Liang, 2016. "Do perceptions of time affect outbound-travel motivations and intention? An investigation among Chinese seniors," Tourism Management, Elsevier, vol. 53(C), pages 1-12.
    4. Twan Huybers, 2003. "Modelling Short-Break Holiday Destination Choices," Tourism Economics, , vol. 9(4), pages 389-405, December.
    5. Fotiadis, Anestis & Polyzos, Stathis & Huan, Tzung-Cheng T.C., 2021. "The good, the bad and the ugly on COVID-19 tourism recovery," Annals of Tourism Research, Elsevier, vol. 87(C).
    6. Chuanyi Wang & Zhe Cheng & Xiao-Guang Yue & Michael McAleer, 2020. "Risk Management of COVID-19 by Universities in China," JRFM, MDPI, vol. 13(2), pages 1-6, February.
    7. Dhebar, Anirudh, 1996. "Information technology and product policy: 'Smart' products," European Management Journal, Elsevier, vol. 14(5), pages 477-485, October.
    8. Christina Katsikari & Leonidas Hatzithomas & Thomas Fotiadis & Dimitrios Folinas, 2020. "Push and Pull Travel Motivation: Segmentation of the Greek Market for Social Media Marketing in Tourism," Sustainability, MDPI, vol. 12(11), pages 1-18, June.
    Full references (including those not matched with items on IDEAS)

    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. Andrzej Dudek & Daria Jaremen & Izabela Michalska-Dudek & Marek Walesiak, 2021. "Analysis of Changes in Shopping Behaviour of Package Holidays Purchasers Caused by the COVID-19 Pandemic," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 3), pages 691-707.
    2. Lin, Yi-Hsin & Zhang, Chrystal, 2021. "Investigating air travellers’ travel motivation during a pandemic crisis," Journal of Air Transport Management, Elsevier, vol. 97(C).
    3. Laila Touhami Morghem & Khawlah Ali Abdalla Spetan, 2020. "Determinants of International Migration: An Applied Study on Selected Arab Countries (1995-2017)," International Journal of Economics and Financial Issues, Econjournals, vol. 10(2), pages 6-19.
    4. Ning Xu & Chang’an Li, 2023. "Migration and Rural Sustainability: Relative Poverty Alleviation by Geographical Mobility in China," Sustainability, MDPI, vol. 15(7), pages 1-27, April.
    5. Karina Acosta & Hengyu Gu, 2022. "Locked up? The development and internal migration nexus in Colombia," Documentos de Trabajo Sobre Economía Regional y Urbana 19931, Banco de la República, Economía Regional.
    6. Dreher, Axel & Fuchs, Andreas & Langlotz, Sarah, 2019. "The effects of foreign aid on refugee flows," European Economic Review, Elsevier, vol. 112(C), pages 127-147.
    7. Vakulenko, Elena, 2019. "Motives for internal migration in Russia: what has changed in recent years?," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 55, pages 113-138.
    8. Innocent A. Nwosu & Mary J. Eteng & Joseph Ekpechu & Macpherson U. Nnam & Jonathan A. Ukah & Emmanuel Eyisi & Emmanuel C. Orakwe, 2022. "Poverty and Youth Migration Out of Nigeria: Enthronement of Modern Slavery," SAGE Open, , vol. 12(1), pages 21582440221, February.
    9. Irene Alfarone & Ugo Merlone, 2024. "Should I stay or should I go: A dynamical model of musicians’ agglomeration and migration," Quality & Quantity: International Journal of Methodology, Springer, vol. 58(1), pages 97-116, February.
    10. Chopdar, Prasanta Kr & Paul, Justin & Prodanova, Jana, 2022. "Mobile shoppers’ response to Covid-19 phobia, pessimism and smartphone addiction: Does social influence matter?," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    11. R. A. Dolzhenko & S. V. Lobova, 2021. "Factors of Youth Migration Behavior. Case Studies of the Siberian Federal District and Altai Krai," Regional Research of Russia, Springer, vol. 11(1), pages 40-47, January.
    12. Nong Zhu & Heng-fu Zou, 2006. "Services for Urban Floating Population in China," CEMA Working Papers 562, China Economics and Management Academy, Central University of Finance and Economics.
    13. Md. Mahmudul Alam & Haitian Wei & Abu N. M. Wahid, 2021. "COVID‐19 outbreak and sectoral performance of the Australian stock market: An event study analysis," Australian Economic Papers, Wiley Blackwell, vol. 60(3), pages 482-495, September.
    14. Xiaoyan Mu & Anthony Gar-On Yeh & Xiaohu Zhang & Jiejing Wang & Jian Lin, 2022. "Moving down the urban hierarchy: Turning point of China’s internal migration caused by age structure and hukou system," Urban Studies, Urban Studies Journal Limited, vol. 59(7), pages 1389-1405, May.
    15. Auer Daniel & Tjaden Jasper & Römer Friederike, 2020. "Corruption and the Desire to Leave Quasi-Experimental Evidence on Corruption as a Driver of Emigration Intentions," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-31, January.
    16. Polyzos, Stathis & Samitas, Aristeidis & Kampouris, Ilias, 2021. "Economic stimulus through bank regulation: Government responses to the COVID-19 crisis," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 75(C).
    17. Pitukhina, Maria & Tolstoguzov, Oleg & Belykh, Anastasia, 2022. "Арктические Местные Сообщества И Зарубежная Трудовая Миграция В Российской Арктике [Arctic local communities and foreign labour migration in Russian arctic]," MPRA Paper 115159, University Library of Munich, Germany.
    18. An-Jin Shie & You-Yu Dai & Ming-Xing Shen & Li Tian & Ming Yang & Wen-Wei Luo & Yenchun Jim Wu & Zhao-Hui Su, 2022. "Diamond Model of Green Commitment and Low-Carbon Travel Motivation, Constraint, and Intention," IJERPH, MDPI, vol. 19(14), pages 1-21, July.
    19. Anna Tokarz-Kocik & Anna Bera & Karolina Drela & Agnieszka Malkowska, 2023. "The Impact of the COVID-19 Pandemic on the Labour Market in the Hotel Industry: Selected Conditions in Poland," Sustainability, MDPI, vol. 15(6), pages 1-15, March.
    20. Helmenstein, Christian & Yegorov, Yury, 2000. "The dynamics of migration in the presence of chains," Journal of Economic Dynamics and Control, Elsevier, vol. 24(2), pages 307-323, February.

    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:14:y:2022:i:18:p:11485-:d:914044. 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.