IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v14y2022i3p1602-d738194.html
   My bibliography  Save this article

Influence of the COVID-19 Pandemic on Tourism in European Countries: Cluster Analysis Findings

Author

Listed:
  • Michał Roman

    (Institute of Economics and Finance, Warsaw University of Life Sciences, ul. Nowoursynowska 166, 02-787 Warsaw, Poland)

  • Monika Roman

    (Institute of Economics and Finance, Warsaw University of Life Sciences, ul. Nowoursynowska 166, 02-787 Warsaw, Poland)

  • Emilia Grzegorzewska

    (Institute of Wood Sciences and Furniture, Warsaw University of Life Sciences, ul. Nowoursynowska 159, 02-787 Warsaw, Poland)

  • Piotr Pietrzak

    (Management Institute, Warsaw University of Life Sciences, ul. Nowoursynowska 159, 02-776 Warsaw, Poland)

  • Kamil Roman

    (Institute of Wood Sciences and Furniture, Warsaw University of Life Sciences, ul. Nowoursynowska 159, 02-787 Warsaw, Poland)

Abstract

This article aims to give an overview of tourism at the time of the global crisis caused by the COVID-19 pandemic. In order to assess the influence of the COVID-19 pandemic on European countries, the Systemic Literature Review (SLR) as well as Our World in Data (2021) and EUROSTAT (2021) secondary data were used. In order to group countries with respect to changes taking place in tourism, Ward’s cluster analysis was applied. After verifying the available data, 31 European countries were eventually selected for the analysis. The application of Ward’s method led to four groups of countries being created that are most similar in terms of changes in the tourism sector between 2019 and 2020. The first cluster comprised eight countries with the highest average rate of restrictiveness. On the other hand, this group recorded the lowest rate of changes concerning arrivals by air transport, which was on average 70.32%. The second group comprised 13 countries. In this cluster, the average change in the number of overnight stays and arrivals at tourist resorts was the lowest in comparison with other clusters. The third cluster comprised four countries where the change in arrivals by air transport was the highest, with an average decrease of 81.76%. The fourth group comprised six countries. The average change in the occupancy of hotel rooms and similar overnight accommodation facilities, as well as arrivals at tourist resorts, was the highest in comparison with other clusters. In addition, the countries were characterized by a relatively high decrease in the number of arrivals by air transport, but a relatively low average rate of restrictiveness.

Suggested Citation

  • Michał Roman & Monika Roman & Emilia Grzegorzewska & Piotr Pietrzak & Kamil Roman, 2022. "Influence of the COVID-19 Pandemic on Tourism in European Countries: Cluster Analysis Findings," Sustainability, MDPI, vol. 14(3), pages 1-17, January.
  • Handle: RePEc:gam:jsusta:v:14:y:2022:i:3:p:1602-:d:738194
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/14/3/1602/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/14/3/1602/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Editorial, 2020. "Covid-19 and Climate Change," Journal, Review of Agrarian Studies, vol. 10(1), pages 5-6, January-J.
    2. Ritchie, Brent W. & Jiang, Yawei, 2019. "A review of research on tourism risk, crisis and disaster management: Launching the annals of tourism research curated collection on tourism risk, crisis and disaster management," Annals of Tourism Research, Elsevier, vol. 79(C).
    3. Chia-Lin Chang & Michael McAleer & Vicente Ramos, 2020. "A Charter for Sustainable Tourism after COVID-19," Sustainability, MDPI, vol. 12(9), pages 1-4, May.
    4. Qiu, Richard T.R. & Park, Jinah & Li, ShiNa & Song, Haiyan, 2020. "Social costs of tourism during the COVID-19 pandemic," Annals of Tourism Research, Elsevier, vol. 84(C).
    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. Beata Bieszk-Stolorz & Krzysztof Dmytrów, 2022. "Assessment of the Similarity of the Situation in the EU Labour Markets and Their Changes in the Face of the COVID-19 Pandemic," Sustainability, MDPI, vol. 14(6), pages 1-20, March.
    2. Michał Roman & Josef Abrham & Arkadiusz Niedziółka & Ewa Szczucka & Lubos Smutka & Piotr Prus, 2022. "Tourist Attractiveness of Rural Areas as a Determinant of the Implementation of Social Tourism of Disadvantaged Groups: Evidence from Poland and the Czech Republic," Agriculture, MDPI, vol. 12(5), pages 1-26, May.
    3. Marcus Roller, 2022. "Pre-Crisis Determinants of Tourism Resilience," Diskussionsschriften credresearchpaper39, Universitaet Bern, Departement Volkswirtschaft - CRED.
    4. Fandi Achmad & Yudha Prambudia & Augustina Asih Rumanti, 2023. "Improving Tourism Industry Performance through Support System Facilities and Stakeholders: The Role of Environmental Dynamism," Sustainability, MDPI, vol. 15(5), pages 1-24, February.

    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. Michał Roman & Piotr Grudzień, 2021. "The Essence of Agritourism and Its Profitability during the Coronavirus (COVID-19) Pandemic," Agriculture, MDPI, vol. 11(5), pages 1-25, May.
    2. Michał Roman & Arkadiusz Niedziółka & Andrzej Krasnodębski, 2020. "Respondents’ Involvement in Tourist Activities at the Time of the COVID-19 Pandemic," Sustainability, MDPI, vol. 12(22), pages 1-21, November.
    3. Celeste Vong & Paulo Rita & Nuno António, 2021. "Health-Related Crises in Tourism Destination Management: A Systematic Review," Sustainability, MDPI, vol. 13(24), pages 1-28, December.
    4. Anca Antoaneta Vărzaru & Claudiu George Bocean & Marian Cazacu, 2021. "Rethinking Tourism Industry in Pandemic COVID-19 Period," Sustainability, MDPI, vol. 13(12), pages 1-19, June.
    5. Leon John Mach, 2021. "Surf Tourism in Uncertain Times: Resident Perspectives on the Sustainability Implications of COVID-19," Societies, MDPI, vol. 11(3), pages 1-15, July.
    6. Erica Mingotto & Michele Tamma, 2021. "Covid-19 and recovery strategies. Some insights from an ongoing exploratory study in the Italian hospitality industry: the case of the historic city centre of Venice," Working Papers 02, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
    7. Hatem El-Gohary, 2020. "Coronavirus and Halal Tourism and Hospitality Industry: Is It a Journey to the Unknown?," Sustainability, MDPI, vol. 12(21), pages 1-26, November.
    8. Davide Provenzano & Serena Volo, 2022. "Tourism recovery amid COVID-19: The case of Lombardy, Italy," Tourism Economics, , vol. 28(1), pages 110-130, February.
    9. Gabriella Andrade & Holly Itoga & Cathrine Linnes & Jerome Agrusa & Joseph Lema, 2021. "The Economic Sustainability of Culture in Hawai’i: Tourists’ Willingness to Pay for Hawaiian Cultural Experiences," JRFM, MDPI, vol. 14(9), pages 1-25, September.
    10. Salim Jibrin Danbatta & Asaf Varol, 2022. "ANN–polynomial–Fourier series modeling and Monte Carlo forecasting of tourism data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 41(5), pages 920-932, August.
    11. Yang, Yang & Zhang, Carol X. & Rickly, Jillian M., 2021. "A review of early COVID-19 research in tourism: Launching the Annals of Tourism Research's Curated Collection on coronavirus and tourism1," Annals of Tourism Research, Elsevier, vol. 91(C).
    12. 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.
    13. Jorge Arnanz & Vicente Ramos & Javier Rey-Maquieira & Akarapong Untong, 2024. "Unravelling the effects of disruptive crises on residents’ support for tourism. Lessons from COVID-19," Tourism Economics, , vol. 30(4), pages 924-946, June.
    14. Belhadi, Amine & Kamble, Sachin & Jabbour, Charbel Jose Chiappetta & Gunasekaran, Angappa & Ndubisi, Nelson Oly & Venkatesh, Mani, 2021. "Manufacturing and service supply chain resilience to the COVID-19 outbreak: Lessons learned from the automobile and airline industries," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    15. Sotirios Varelas & Nikolaos Apostolopoulos, 2020. "The Implementation of Strategic Management in Greek Hospitality Businesses in Times of Crisis," Sustainability, MDPI, vol. 12(17), pages 1-14, September.
    16. 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).
    17. José Miguel Rodríguez-Antón & María del Mar Alonso-Almeida, 2020. "COVID-19 Impacts and Recovery Strategies: The Case of the Hospitality Industry in Spain," Sustainability, MDPI, vol. 12(20), pages 1-17, October.
    18. Wojciech Fedyk & Mariusz Sołtysik & Justyna Bagińska & Mateusz Ziemba & Małgorzata Kołodziej & Jacek Borzyszkowski, 2022. "How Did the COVID-19 Pandemic Affect Functional Relationships in Activities between Members in a Tourism Organization? A Case Study of Regional Tourism Organizations in Poland," Sustainability, MDPI, vol. 14(19), pages 1-20, October.
    19. Parvaneh Sobhani & Hadi Veisi & Hassan Esmaeilzadeh & Seyed Mohammad Moein Sadeghi & Marina Viorela Marcu & Isabelle D. Wolf, 2022. "Tracing the Impact Pathways of COVID-19 on Tourism and Developing Strategies for Resilience and Adaptation in Iran," Sustainability, MDPI, vol. 14(9), pages 1-21, May.
    20. Park, Eunhye & Park, Jinah & Hu, Mingming, 2021. "Tourism demand forecasting with online news data mining," Annals of Tourism Research, Elsevier, vol. 90(C).

    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:3:p:1602-:d:738194. 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.