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Spatial Modelling of Modal Shift Due to COVID-19

Author

Listed:
  • Simona Šinko

    (Faculty of Logistics Celje, University of Maribor, 3000 Celje, Slovenia)

  • Klemen Prah

    (Faculty of Logistics Celje, University of Maribor, 3000 Celje, Slovenia)

  • Tomaž Kramberger

    (Faculty of Logistics Celje, University of Maribor, 3000 Celje, Slovenia)

Abstract

The outbreak of COVID-19 caused many changes in people’s life. One of the most significant is the travel behaviour and transport mode choice. This study focus on the changes that the inhabitants of Vienna made in their travel choices because of the virus. The same research about spatial modelling the transport mode choice of commuters in Vienna was completed in 2019 and is a topic addressed in our previous work. Based on our developed methodology, this article indicates that public transport is not a dominant transport mode choice as it was before the virus outbreak. The main result of this paper is geographically defined areas of application of individual alternatives shown on the final map of modal shift in Vienna, which could provide theoretical support for policymakers and transportation planners. For the city of Vienna, we found that the area of the city where cars are now used has increased, which certainly has a negative impact on air quality and life in the city. The advantage of the methodology is that it can also be applied to other cities in the world.

Suggested Citation

  • Simona Šinko & Klemen Prah & Tomaž Kramberger, 2021. "Spatial Modelling of Modal Shift Due to COVID-19," Sustainability, MDPI, vol. 13(13), pages 1-15, June.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:13:p:7116-:d:581729
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    References listed on IDEAS

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    1. Paulley, Neil & Balcombe, Richard & Mackett, Roger & Titheridge, Helena & Preston, John & Wardman, Mark & Shires, Jeremy & White, Peter, 2006. "The demand for public transport: The effects of fares, quality of service, income and car ownership," Transport Policy, Elsevier, vol. 13(4), pages 295-306, July.
    2. Tran, Yen & Yamamoto, Toshiyuki & Sato, Hitomi & Miwa, Tomio & Morikawa, Takayuki, 2020. "The analysis of influences of attitudes on mode choice under highly unbalanced mode share patterns," Journal of choice modelling, Elsevier, vol. 36(C).
    3. Zhang, Runsen & Zhang, Junyi, 2021. "Long-term pathways to deep decarbonization of the transport sector in the post-COVID world," Transport Policy, Elsevier, vol. 110(C), pages 28-36.
    4. Guido Marseglia & Carlo Maria Medaglia & Francisco A. Ortega & Juan A. Mesa, 2019. "Optimal Alignments for Designing Urban Transport Systems: Application to Seville," Sustainability, MDPI, vol. 11(18), pages 1-14, September.
    5. Ibrahim Sirkeci & Mustafa Murat Yucesahin, 2020. "Coronavirus and Migration: Analysis of Human Mobility and the Spread of Covid-19," Migration Letters, Migration Letters, vol. 17(2), pages 1-20, April.
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    Cited by:

    1. Enrico Mancinelli & Umberto Rizza & Francesco Canestrari & Andrea Graziani & Simone Virgili & Giorgio Passerini, 2022. "New Habits of Travellers Deriving from COVID-19 Pandemic: A Survey in Ports and Airports of the Adriatic Region," Sustainability, MDPI, vol. 14(14), pages 1-16, July.
    2. Pezoa, Raúl & Basso, Franco & Quilodrán, Paulina & Varas, Mauricio, 2023. "Estimation of trip purposes in public transport during the COVID-19 pandemic: The case of Santiago, Chile," Journal of Transport Geography, Elsevier, vol. 109(C).
    3. Emma Strömblad & Lena Winslott Hiselius & Lena Smidfelt Rosqvist & Helena Svensson, 2021. "Adaptive Travel Behaviors to Cope with COVID-19: A Swedish Qualitative Study Focusing on Everyday Leisure Trips," Sustainability, MDPI, vol. 13(23), pages 1-17, November.
    4. Joana Lage & Ana d’Espiney & Nuno Canha & Vítor Manteigas & José Luís Alexandre & Karla Gonçalves & Ricardo Chacartegui & Jesus Lizana & Yolanda Lechón & Ana Rosa Gamarra & Amaia Fernandez & Patrice B, 2022. "Mobility Patterns of Scholar Communities in Southwestern European Countries," Sustainability, MDPI, vol. 14(24), pages 1-18, December.

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