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The Impact of COVID-19 Pandemic on Air Transport Passenger Markets-Implications for Selected EU Airports Based on Time Series Models Analysis

Author

Listed:
  • Agnieszka Barczak

    (Faculty of Economics, West Pomeranian University of Technology in Szczecin, ul. Janickiego 31, 71-270 Szczecin, Poland)

  • Izabela Dembińska

    (Faculty of Economics and Engineering of Transport, Maritime University of Szczecin, ul. Pobożnego 11, 70-507 Szczecin, Poland)

  • Dorota Rozmus

    (Department of Economic and Financial Analysis, Faculty of Finance, University of Economics in Katowice, Bogucicka 3a, 40-228 Katowice, Poland)

  • Katarzyna Szopik-Depczyńska

    (Institute of Management, University of Szczecin, ul. Cukrowa 8, 71-004 Szczecin, Poland)

Abstract

The COVID-19 pandemic caused a drastic reduction in air traffic passengers, especially during the period when the EU countries introduced a lockdown. Even after the relaunch of airline operators, passenger traffic did not return to the pre-pandemic trend. The aim of the study was to estimate the difference between the demand that was observed during the pandemic, and the demand that was forecast based on the pre-pandemic trend. The calculations were made for airports in selected EU countries. The first method was seasonality indicators, using quarterly data for 2015–2021. In the multiplicative model of seasonal fluctuations, the method of determining the seasonality indicators was used, based on the quotient of empirical values and the value of the trend. The one-name period trend method was used in the next step, then Fourier spectral analysis was applied. In the context of forecasts for the individual quarters of 2020 and 2021, all models indicate a further growing trend in the demand for passenger transport, which could have been observed if the COVID-19 pandemic had not occurred. As a result of the pandemic, the number of passengers handled at airports has significantly decreased. In the third quarter of 2021, freight growth was already noticeable, with the exception of Netherland, where a marked decline was recorded.

Suggested Citation

  • Agnieszka Barczak & Izabela Dembińska & Dorota Rozmus & Katarzyna Szopik-Depczyńska, 2022. "The Impact of COVID-19 Pandemic on Air Transport Passenger Markets-Implications for Selected EU Airports Based on Time Series Models Analysis," Sustainability, MDPI, vol. 14(7), pages 1-19, April.
    • Handle: RePEc:gam:jsusta:v:14:y:2022:i:7:p:4345-:d:787894
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    1. Ito, Harumi & Lee, Darin, 2005. "Assessing the impact of the September 11 terrorist attacks on U.S. airline demand," Journal of Economics and Business, Elsevier, vol. 57(1), pages 75-95.
    2. Sun, Xiaoqian & Wandelt, Sebastian & Zhang, Anming, 2020. "How did COVID-19 impact air transportation? A first peek through the lens of complex networks," Journal of Air Transport Management, Elsevier, vol. 89(C).
    3. Sun, Xiaoqian & Wandelt, Sebastian & Zheng, Changhong & Zhang, Anming, 2021. "COVID-19 pandemic and air transportation: Successfully navigating the paper hurricane," Journal of Air Transport Management, Elsevier, vol. 94(C).
    4. Xu, Shuojiang & Chan, Hing Kai & Zhang, Tiantian, 2019. "Forecasting the demand of the aviation industry using hybrid time series SARIMA-SVR approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 122(C), pages 169-180.
    5. Gudmundsson, S.V. & Cattaneo, M. & Redondi, R., 2021. "Forecasting temporal world recovery in air transport markets in the presence of large economic shocks: The case of COVID-19," Journal of Air Transport Management, Elsevier, vol. 91(C).
    6. Williams, George, 2001. "Will Europe's charter carriers be replaced by “no-frills†scheduled airlines?," Journal of Air Transport Management, Elsevier, vol. 7(5), pages 277-286.
    7. Upham, Paul & Thomas, Callum & Gillingwater, David & Raper, David, 2003. "Environmental capacity and airport operations: current issues and future prospects," Journal of Air Transport Management, Elsevier, vol. 9(3), pages 145-151.
    8. Franke, Markus & John, Florian, 2011. "What comes next after recession? – Airline industry scenarios and potential end games," Journal of Air Transport Management, Elsevier, vol. 17(1), pages 19-26.
    9. Alderighi, Marco & Cento, Alessandro, 2004. "European airlines conduct after September 11," Journal of Air Transport Management, Elsevier, vol. 10(2), pages 97-107.
    10. Stefano Maria Iacus & Fabrizio Natale & Carlos Satamaria & Spyridon Spyratos & Michele Vespe, 2020. "Estimating and Projecting Air Passenger Traffic during the COVID-19 Coronavirus Outbreak and its Socio-Economic Impact," Papers 2004.08460, arXiv.org, revised Apr 2020.
    11. 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).
    12. Amankwah-Amoah, Joseph & Khan, Zaheer & Osabutey, Ellis L.C., 2021. "COVID-19 and business renewal: Lessons and insights from the global airline industry," International Business Review, Elsevier, vol. 30(3).
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    2. Bin Chen & Jin Wu, 2022. "Predicting Model for Air Transport Demand under Uncertainties Based on Particle Filter," Sustainability, MDPI, vol. 14(24), pages 1-13, December.
    3. Elżbieta Szaruga & Elżbieta Załoga & Arkadiusz Drewnowski & Paulina Dąbrosz-Drewnowska, 2023. "Convergence of Energy Intensity of the Export of Goods by Rail Transport: Linkages with the Spatial Integration and Economic Condition of Countries," Energies, MDPI, vol. 16(9), pages 1-24, April.
    4. Elżbieta Szaruga & Bartosz Pilecki & Marta Sidorkiewicz, 2023. "The Impact of the COVID-19 Pandemic, Transport Accessibility, and Accommodation Accessibility on the Energy Intensity of Public Tourist Transport," Energies, MDPI, vol. 16(19), pages 1-27, October.
    5. Collins Opoku Antwi & Jun Ren & Wenyu Zhang & Wilberforce Owusu-Ansah & Michael Osei Aboagye & Emmanuel Affum-Osei & Richard Adu Agyapong, 2022. "“I Am Here to Fly, but Better Get the Environment Right!” Passenger Response to Airport Servicescape," Sustainability, MDPI, vol. 14(16), pages 1-24, August.

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