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Explaining COVID-19 shock wave mechanism in the European service industry using convergence clubs analysis

Author

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  • Marinko Skare

    (Juraj Dobrila University of Pula)

  • Domingo Riberio Soriano

    (University of Alcala)

Abstract

The impact of COVID-19 on the economy and business is a major issue. We define convergence clubs as countries with the same impact of COVID-19 on service turnover by using a convergence algorithm for testing and clustering. We repeat the procedure in the hospitality and food industry, information and communication, transport, and storage. The impact of COVID-19 on each convergence club identified in the study varies empirically. The findings suggest that the impact of COVID-19 varies between countries and industries depending on the firm’s agility, innovation, ownership, digital adoption, customer perception, pandemic status, and state financial assistance of companies.

Suggested Citation

  • Marinko Skare & Domingo Riberio Soriano, 2022. "Explaining COVID-19 shock wave mechanism in the European service industry using convergence clubs analysis," Service Business, Springer;Pan-Pacific Business Association, vol. 16(2), pages 283-307, June.
    • Handle: RePEc:spr:svcbiz:v:16:y:2022:i:2:d:10.1007_s11628-021-00471-8
    DOI: 10.1007/s11628-021-00471-8
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    References listed on IDEAS

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    1. Peter C. B. Phillips & Donggyu Sul, 2009. "Economic transition and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(7), pages 1153-1185, November.
    2. Sang M. Lee & DonHee Lee, 2020. "Correction to: Healthcare wearable devices: an analysis of key factors for continuous use intention," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 577-577, December.
    3. Seetharaman, Priya, 2020. "Business models shifts: Impact of Covid-19," International Journal of Information Management, Elsevier, vol. 54(C).
    4. La Anh Duc & Nguyen Dinh Tho & Dilupa Nakandala & Yi-Chen Lan, 2020. "Team innovation in retail services: the role of ambidextrous leadership and team learning," Service Business, Springer;Pan-Pacific Business Association, vol. 14(1), pages 167-186, March.
    5. André Spicer, 2020. "Organizational Culture and COVID‐19," Journal of Management Studies, Wiley Blackwell, vol. 57(8), pages 1737-1740, December.
    6. José Antonio Belso-Martínez & Alicia Mas-Tur & Mariola Sánchez & María José López-Sánchez, 2020. "The COVID-19 response system and collective social service provision. Strategic network dimensions and proximity considerations," Service Business, Springer;Pan-Pacific Business Association, vol. 14(3), pages 387-411, September.
    7. Luyu Liu & Harvey J Miller & Jonathan Scheff, 2020. "The impacts of COVID-19 pandemic on public transit demand in the United States," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-22, November.
    8. James D. Hamilton, 2018. "Why You Should Never Use the Hodrick-Prescott Filter," The Review of Economics and Statistics, MIT Press, vol. 100(5), pages 831-843, December.
    9. Kerui Du, 2017. "Econometric convergence test and club clustering using Stata," Stata Journal, StataCorp LP, vol. 17(4), pages 882-900, December.
    10. Asad A. Aburumman, 2020. "COVID-19 impact and survival strategy in business tourism market: the example of the UAE MICE industry," Palgrave Communications, Palgrave Macmillan, vol. 7(1), pages 1-11, December.
    11. Matthias Breier & Andreas Kallmuenzer & Thomas Clauss & Johanna Gast & Sascha Kraus & Victor Tiberius, 2021. "The role of business model innovation in the hospitality industry during the COVID-19 crisis," Post-Print hal-03514806, HAL.
    12. Paul Johnson & Chris Papageorgiou, 2020. "What Remains of Cross-Country Convergence?," Journal of Economic Literature, American Economic Association, vol. 58(1), pages 129-175, March.
    13. Sang M. Lee & DonHee Lee, 2020. "Healthcare wearable devices: an analysis of key factors for continuous use intention," Service Business, Springer;Pan-Pacific Business Association, vol. 14(4), pages 503-531, December.
    14. Škare, Marinko & Soriano, Domingo Riberio & Porada-Rochoń, Małgorzata, 2021. "Impact of COVID-19 on the travel and tourism industry," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    15. Nicholas Apergis & James Payne, 2012. "Convergence in U.S. house prices by state: evidence from the club convergence and clustering procedure," Letters in Spatial and Resource Sciences, Springer, vol. 5(2), pages 103-111, July.
    16. Ebersberger, Bernd & Kuckertz, Andreas, 2021. "Hop to it! The impact of organization type on innovation response time to the COVID-19 crisis," Journal of Business Research, Elsevier, vol. 124(C), pages 126-135.
    17. Beatriz Moliner-Velázquez & Maria Fuentes-Blasco & Irene Gil-Saura, 2021. "Segmenting customers according to online word-of-mouth about hotels," Service Business, Springer;Pan-Pacific Business Association, vol. 15(1), pages 103-130, March.
    18. Arthur Lau, 2020. "New technologies used in COVID-19 for business survival: Insights from the Hotel Sector in China," Information Technology & Tourism, Springer, vol. 22(4), pages 497-504, December.
    19. Pantano, Eleonora & Pizzi, Gabriele & Scarpi, Daniele & Dennis, Charles, 2020. "Competing during a pandemic? Retailers’ ups and downs during the COVID-19 outbreak," Journal of Business Research, Elsevier, vol. 116(C), pages 209-213.
    20. Suau-Sanchez, Pere & Voltes-Dorta, Augusto & Cugueró-Escofet, Natàlia, 2020. "An early assessment of the impact of COVID-19 on air transport: Just another crisis or the end of aviation as we know it?," Journal of Transport Geography, Elsevier, vol. 86(C).
    Full references (including those not matched with items on IDEAS)

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    More about this item

    Keywords

    COVID-19; Service industry; Convergence; Turnover; European Union;
    All these keywords.

    JEL classification:

    • L8 - Industrial Organization - - Industry Studies: Services
    • L88 - Industrial Organization - - Industry Studies: Services - - - Government Policy
    • N70 - Economic History - - Economic History: Transport, International and Domestic Trade, Energy, and Other Services - - - General, International, or Comparative
    • O14 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology

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