Early Responses of Intercity Travelers to The Threat of COVID-19: The Case of Turkey
Year 2023,
Volume: 36 Issue: 2, 529 - 553, 01.06.2023
Leyla Ünal
,
Hediye Tuydes-yaman
,
Neşe Özdek
,
Can Sandıraz
Abstract
Mobility triggered spread of the COVID-19 pandemic more, thus, an immediate precaution restricted intercity travels. Later, a “New Normal (NN)” concept rose as a new paradigm for travel decision and mode choices with health concerns. Changes in intercity mobility characteristics due to pandemic in Turkey were evaluated via an online survey by the General Directorate of Turkish Highways (GDH) with 1012 participants with intercity travel experience before pandemic. Respondents were investigated for their intercity travel decisions and modes during early restrictions and the NN stages. The main objectives included better understanding of the impacts of the pandemic on current and future travel behavior, activity engagement, and overall trip making. Revealed travel preferences before pandemic, during early restrictions and the NN stages, were evaluated employing non-parametric statistical tests to identify the intercity travel patterns. In-depth analyses were performed comparing the behavior due to the risk perception and explore the relationships between the variables. While 55% of those surveyed had not traveled during the early restrictions stage of COVID-19, this rate dropped to 38% during the NN stage. Results confirmed significant modal shifts to private modes and increased inequality among females and elderly. Air travelers stated a stronger return back to original mode after pandemic, when compared to rail or bus. It is seen that COVID- 19 pandemic has not only affected people emotionally and socially, but also changed their mobility behaviors and mode preferences because of both restrictions on intercity travels and health concerns while traveling.
References
- [1] WHO (World Health Organization), Archived: WHO Timeline-COVID-19, (2020a). https://www.who.int/news/item/27-04-2020-who-timeline---covid-19. Access date: 31.03.2021
- [2] MoH (Ministry of Health), Üç Ülke ile Daha Uçuşların Durdurulmasına İlişkin Açıklama [Statement on Suspension of Flights with Three More Countries], [In Turkish] (2020). https://www.saglik.gov.tr/TR.64265/uc-ulke-ile-daha-ucuslarin-durdurulmasina-iliskin-aciklama-29022020.html. Access date: 31.03.2021
- [3] Sandman, P. M., Lanard, J., “Bird flu: communicating the risk”, Perspectives in Health, 10(2): 1-6, (2005).
- [4] Litman, T., “Measuring transportation: traffic. mobility and accessibility”, ITE Journal, 29: 28-32, (2003).
- [5] Nizetic, S., “Impact of coronavirus (COVID‐19) pandemic on air transport mobility, energy, and environment: A case study”, International Journal of Energy Research, 44(13): 10953-10961, (2020). DOI: https://doi: 10.1002/er.5706.
- [6] Bakırcı, M., “The impact of COVID-19 pandemic on air transportation in Turkey”, Marmara Geographical Review, 76: 45-58, (2020).
- [7] Labi, S., Faiz, A., Saeed T. U., and Alabi, B. N. T., “Connectivity. Accessibility and Mobility Relationships in the Context of Low-Volume Road Networks”, Transportation Research Record, Journal of Transportation Research Board, 2673(12): 717–727, (2019). DOI: https://doi: 0.1177/0361198119854091.
- [8] WHO (World Health Organization), World Health Organization WHO Coronavirus (COVID-19) Dashboard, (2021a). https://covid19.who.int/. Access date: 26.10.2021
- [9] WHO (World Health Organization), “Weekly epidemiological update - 29 December 2020”, (2020b). https://www.who.int/publications/m/item/weekly-epidemiological-update---29-december-2020. Access date: 31.03.2021
- [10] WHO (World Health Organization), World Health Organization WHO Coronavirus (COVID-19) Dashboard, (2021b). https://ourworldindata.org/covid-vaccinations. Access date: 26.10.2021
- [11] Abdullah, M., Dias, C., Muley D., and Shahin, M., “Exploring the impacts of COVID-19 on travel behavior and mode preferences”, Transportation Research Interdisciplinary Perspectives, 8: 100255, (2020). https://www.journals.elsevier.com/transportation-research-interdisciplinary-perspectives. Access date:10.11.2020
- [12] Galasso, V., Pons, V., Profeta, P., Bacher, M., Brouard, S., and Foucault M., “Gender differences in COVID-19 attitudes and behavior: Panel evidence from eight countries”, Proceedings of the National Academy of Sciences of the United States of America, (2020). https://doi.org/10.1073/pnas.2012520117. Access date: 05.08.2021
- [13] Yan, S., Xiu, R., Stratton, T. D., Kavcic, V., Luo, D., Hou, F., Bi, F., Jiao, R., Song, K., and Jiang, Y., “Sex differences and psychological stress: responses to the COVID-19 pandemic in China”, BMC Public Health, 21(79), (2021). https://doi.org/10.1186/s12889-020-10085-w. Access date: 05.08.2021
- [14] MoD (Ministry of Development), On Birinci Kalkınma Planı 2019-2023 (11th Development Plan), Ulaştırma Özel İhtisas Komisyon Raporu [Transportation Specialization Commission Report] [In Turkish.], (2018). https://www.sbb.gov.tr/wp-content/uploads/2020/04/UlastirmaOzelIhtisasKomisyo nuRaporu.pdf. Access date: 31.03.2021
- [15] GDH (General Directirate of Highways), (2021) [in Turkish]. https://www.kgm.gov.tr/SiteCollectionDocuments/KGMdocuments/Istatistikler/DevletIlYol-Envanter/SatihYolAgiUzunlugu.pdf. Access date: 05.08.2021
- [16] Topal, B., Şahin, H., and Topal, B., “Determination of the Factors That Affect Customer Satisfaction in Airline and Passenger Transportation: Istanbul Airports Example”, Balkan Journal of Social Sciences, 8(16): 119-128, (2019).
- [17] GDH (General Directirate of Highways), State Roads Traffic Flow Characteristics and Traffic Parameters, Devlet Yolları Trafik Akımı Özellikleri ve Trafik Parametreleri [in Turkish], (2009). https://www.kgm.gov.tr/SiteCollectionDocuments/KGMdocuments/Yayinlar/YayinPdf/Devlet%20Yollar%C4%B1%20Trafik%20Ak%C4%B1m%C4%B1%20%C3%96zellikleri%20ve%20Trafik%20Parametreleri.pdf. Access date: 05.03.2022
- [18] Israel, Glenn D., “Sampling The Evidence Of Extension Program Impact. Program Evaluation and Organizational Development”, IFAS, University of Florida, PEOD-5, (1992).
- [19] Ahmad, H., and Halim, H., “Determining Sample Size for Research Activities: The Case of Organizational Research”, Selangor Business Review, 2(1): 20-34, (2017). http://sbr.journals.unisel.edu.my/ojs/index.php/sbr/article/view/12. Access date: 05.03.2022
- [20] Politis, I., Georgiadis, G., Papadopoulos, E., Fyrogenis, I., Nikolaidou, A., Kopsacheilis, A., Sdoukopoulos, A., and Verani, E., “COVID-19 lockdown measures and travel behavior: The case of Thessaloniki, Greece”, Transportation Research Interdisciplinary Perspectives, 10: 100345, (2021).
- [21] Ozbilen, B., Slagle, K. M., and Akar, G., “Perceived risk of infection while traveling during the COVID-19 pandemic: Insights from Columbus, OH”, Transportation Research Interdisciplinary Perspectives, 10: 100326, (2021).
- [22] Siliang, L., Qingfang Y., Jiang Z., and Wang, W., “Exploring the impact of COVID-19 on individual’s travel mode choice in China”, Transport Policy, 106: 271-280, (2021).
- [23] Bohman, H., Ryan, J., Stjernborg, V., and Nilsson, D., “A study of changes in everyday mobility during the Covid-19 pandemic: As perceived by people living in Malmo, Sweden”, Transport Policy, 106: 109-119, (2021)
- [24] Li, T., Wang, J., Huang, J., Yang, W., and Chen, Z., “Exploring the dynamic impacts of COVID-19 on intercity travel in China”, Journal of Transport geopraphy, 95: 103153, (2021).
- [25] Bucsky P., “Modal share changes due to COVID-19: The case of Budapest”, Transportation Research Interdisciplinary Perspectives, 8: 100141, (2020).
- [26] Das, S., Boruah, A., Banerjee, A., Raoniar, R., Nama, S., and Maurya, A. K., “Impact of COVID-19: A radical modal shift from public to private transport mode”, Transport Policy, 109: 1-13, (2021).
- [27] Šinko, S., Prah, K., and Kramberger, T., “Spatial Modelling of Modal Shift Due to COVID-19”, Sustainibality, 13: 7116, (2021). DOI: https://doi.org/10.3390/su13137116.
- [28] Campisi, T., Tesoriere, G., Trouva, M., Papas, T., and Basbas, S., “Impact of Teleworking on Travel Behaviour During the COVID-19 Era: The Case of Sicily, Italy”, Transport Research Procedia, 60: 251-258, (2022).
- [29] Balbontin, C., Hensher, D. A., Beck, M. J., Giesen, R., Basnak, P., Vallejo-Borda, J. A., and Venter, C., “Impact of COVID-19 on the number of days working from home and commuting travel: A cross-cultural comparison between Australia, South America and South Africa”. Journal of Transport Geopraphy, 96: 103188, (2021).
- [30] Gu, M., Shuo, S., Jian, F., and Liu, X., “Analysis of Changes in Intercity Highway Traffic Travel Patterns under the Impact of COVID-19”, Hindawi Journal of Advanced Transportation Volume, Article ID 7709555, (2021). DOI: https://doi.org/10.1155/2021/7709555
- [31] Li, T., Wang, J., Huang, J., Yang, W., and Chen, Z., “Exploring the dynamic impacts of COVID-19 on intercity travel in China”, Journal of Transport Geopraphy, 95:103153, (2021). DOI: https://doi.org/10.1016/j.jtrangeo.2021.103153
- [32] Barbieri, M. D., Lou, B., Passavanti, M., Hui, C., Hoff, I., Lessa, D. A., Sikka, G., Chang, K., Gupta, A., Fang, K., Banerjee, A., Maharaj, B., Lam, L., and Rashidi, T. H., “Impact of COVID-19 pandemic on mobility in ten countries and associated perceived risk for all transport modes”, PLOS ONE, (2021).
https://doi.org/10.1371/journal.pone.0245886. Access date: 05.08.2021
- [33] Przybylowski, A., Stelmak S., and Suchanek, M., “Mobility Behaviour in View of the Impact of the COVID-19 Pandemic-Public Transport Users in Gdansk Case Study”, Sustainability, (2020). https://doi.org/10.3390/su13010364. Access date: 05.08.2021
- [34] Bukhari, E. B., Temsah, M. H., Aleyadhy A. A., Alrabia, A. A., Alhmoob, A. A., Jamal, A. A., and Binsaeed, A. A., “Middle East respiratory syndrome coronavirus (MERS-CoV) outbreak perceptions of risk and stress evaluation in nurses”, The Journal of Infection in Developing Countries, 10(8): 845-850, (2016). DOI: https://doi.org/10.3855/jidc.6925. Access date: 05.08.2021
- [35] Collignon, S.,” Women more worried than men about the spread of coronavirus”, Royal Holloway, (2020). https://theconversation.com/women-more-worried-than-men-about-the-spread-ofcoronavirus-136580. Access date: 10.10. 2021
- [36] Hotle, S., Muray-Tuite, P., and Singh, K., “Influenza risk perception and travel-related health protection behavior in the US: Insights for the artermath of the COVID-19 outbreak”, Transportation Research Interdisciplinary Perspectives, 5:100127, (2020).
- [37] Campisi, T., Basbas, S., Al-Rashid M. A., Tesoriere, G., and Georgiadis. G., “A region-wide survey on emotional and psychological impacts of COVID-19 on public transport choices in Sicily, Italy”, Transactions on Transport Sciences, Peer-Reviewed Open Access Journal, 2, (2021). DOI: 10.5507/tots.2021.010
Year 2023,
Volume: 36 Issue: 2, 529 - 553, 01.06.2023
Leyla Ünal
,
Hediye Tuydes-yaman
,
Neşe Özdek
,
Can Sandıraz
References
- [1] WHO (World Health Organization), Archived: WHO Timeline-COVID-19, (2020a). https://www.who.int/news/item/27-04-2020-who-timeline---covid-19. Access date: 31.03.2021
- [2] MoH (Ministry of Health), Üç Ülke ile Daha Uçuşların Durdurulmasına İlişkin Açıklama [Statement on Suspension of Flights with Three More Countries], [In Turkish] (2020). https://www.saglik.gov.tr/TR.64265/uc-ulke-ile-daha-ucuslarin-durdurulmasina-iliskin-aciklama-29022020.html. Access date: 31.03.2021
- [3] Sandman, P. M., Lanard, J., “Bird flu: communicating the risk”, Perspectives in Health, 10(2): 1-6, (2005).
- [4] Litman, T., “Measuring transportation: traffic. mobility and accessibility”, ITE Journal, 29: 28-32, (2003).
- [5] Nizetic, S., “Impact of coronavirus (COVID‐19) pandemic on air transport mobility, energy, and environment: A case study”, International Journal of Energy Research, 44(13): 10953-10961, (2020). DOI: https://doi: 10.1002/er.5706.
- [6] Bakırcı, M., “The impact of COVID-19 pandemic on air transportation in Turkey”, Marmara Geographical Review, 76: 45-58, (2020).
- [7] Labi, S., Faiz, A., Saeed T. U., and Alabi, B. N. T., “Connectivity. Accessibility and Mobility Relationships in the Context of Low-Volume Road Networks”, Transportation Research Record, Journal of Transportation Research Board, 2673(12): 717–727, (2019). DOI: https://doi: 0.1177/0361198119854091.
- [8] WHO (World Health Organization), World Health Organization WHO Coronavirus (COVID-19) Dashboard, (2021a). https://covid19.who.int/. Access date: 26.10.2021
- [9] WHO (World Health Organization), “Weekly epidemiological update - 29 December 2020”, (2020b). https://www.who.int/publications/m/item/weekly-epidemiological-update---29-december-2020. Access date: 31.03.2021
- [10] WHO (World Health Organization), World Health Organization WHO Coronavirus (COVID-19) Dashboard, (2021b). https://ourworldindata.org/covid-vaccinations. Access date: 26.10.2021
- [11] Abdullah, M., Dias, C., Muley D., and Shahin, M., “Exploring the impacts of COVID-19 on travel behavior and mode preferences”, Transportation Research Interdisciplinary Perspectives, 8: 100255, (2020). https://www.journals.elsevier.com/transportation-research-interdisciplinary-perspectives. Access date:10.11.2020
- [12] Galasso, V., Pons, V., Profeta, P., Bacher, M., Brouard, S., and Foucault M., “Gender differences in COVID-19 attitudes and behavior: Panel evidence from eight countries”, Proceedings of the National Academy of Sciences of the United States of America, (2020). https://doi.org/10.1073/pnas.2012520117. Access date: 05.08.2021
- [13] Yan, S., Xiu, R., Stratton, T. D., Kavcic, V., Luo, D., Hou, F., Bi, F., Jiao, R., Song, K., and Jiang, Y., “Sex differences and psychological stress: responses to the COVID-19 pandemic in China”, BMC Public Health, 21(79), (2021). https://doi.org/10.1186/s12889-020-10085-w. Access date: 05.08.2021
- [14] MoD (Ministry of Development), On Birinci Kalkınma Planı 2019-2023 (11th Development Plan), Ulaştırma Özel İhtisas Komisyon Raporu [Transportation Specialization Commission Report] [In Turkish.], (2018). https://www.sbb.gov.tr/wp-content/uploads/2020/04/UlastirmaOzelIhtisasKomisyo nuRaporu.pdf. Access date: 31.03.2021
- [15] GDH (General Directirate of Highways), (2021) [in Turkish]. https://www.kgm.gov.tr/SiteCollectionDocuments/KGMdocuments/Istatistikler/DevletIlYol-Envanter/SatihYolAgiUzunlugu.pdf. Access date: 05.08.2021
- [16] Topal, B., Şahin, H., and Topal, B., “Determination of the Factors That Affect Customer Satisfaction in Airline and Passenger Transportation: Istanbul Airports Example”, Balkan Journal of Social Sciences, 8(16): 119-128, (2019).
- [17] GDH (General Directirate of Highways), State Roads Traffic Flow Characteristics and Traffic Parameters, Devlet Yolları Trafik Akımı Özellikleri ve Trafik Parametreleri [in Turkish], (2009). https://www.kgm.gov.tr/SiteCollectionDocuments/KGMdocuments/Yayinlar/YayinPdf/Devlet%20Yollar%C4%B1%20Trafik%20Ak%C4%B1m%C4%B1%20%C3%96zellikleri%20ve%20Trafik%20Parametreleri.pdf. Access date: 05.03.2022
- [18] Israel, Glenn D., “Sampling The Evidence Of Extension Program Impact. Program Evaluation and Organizational Development”, IFAS, University of Florida, PEOD-5, (1992).
- [19] Ahmad, H., and Halim, H., “Determining Sample Size for Research Activities: The Case of Organizational Research”, Selangor Business Review, 2(1): 20-34, (2017). http://sbr.journals.unisel.edu.my/ojs/index.php/sbr/article/view/12. Access date: 05.03.2022
- [20] Politis, I., Georgiadis, G., Papadopoulos, E., Fyrogenis, I., Nikolaidou, A., Kopsacheilis, A., Sdoukopoulos, A., and Verani, E., “COVID-19 lockdown measures and travel behavior: The case of Thessaloniki, Greece”, Transportation Research Interdisciplinary Perspectives, 10: 100345, (2021).
- [21] Ozbilen, B., Slagle, K. M., and Akar, G., “Perceived risk of infection while traveling during the COVID-19 pandemic: Insights from Columbus, OH”, Transportation Research Interdisciplinary Perspectives, 10: 100326, (2021).
- [22] Siliang, L., Qingfang Y., Jiang Z., and Wang, W., “Exploring the impact of COVID-19 on individual’s travel mode choice in China”, Transport Policy, 106: 271-280, (2021).
- [23] Bohman, H., Ryan, J., Stjernborg, V., and Nilsson, D., “A study of changes in everyday mobility during the Covid-19 pandemic: As perceived by people living in Malmo, Sweden”, Transport Policy, 106: 109-119, (2021)
- [24] Li, T., Wang, J., Huang, J., Yang, W., and Chen, Z., “Exploring the dynamic impacts of COVID-19 on intercity travel in China”, Journal of Transport geopraphy, 95: 103153, (2021).
- [25] Bucsky P., “Modal share changes due to COVID-19: The case of Budapest”, Transportation Research Interdisciplinary Perspectives, 8: 100141, (2020).
- [26] Das, S., Boruah, A., Banerjee, A., Raoniar, R., Nama, S., and Maurya, A. K., “Impact of COVID-19: A radical modal shift from public to private transport mode”, Transport Policy, 109: 1-13, (2021).
- [27] Šinko, S., Prah, K., and Kramberger, T., “Spatial Modelling of Modal Shift Due to COVID-19”, Sustainibality, 13: 7116, (2021). DOI: https://doi.org/10.3390/su13137116.
- [28] Campisi, T., Tesoriere, G., Trouva, M., Papas, T., and Basbas, S., “Impact of Teleworking on Travel Behaviour During the COVID-19 Era: The Case of Sicily, Italy”, Transport Research Procedia, 60: 251-258, (2022).
- [29] Balbontin, C., Hensher, D. A., Beck, M. J., Giesen, R., Basnak, P., Vallejo-Borda, J. A., and Venter, C., “Impact of COVID-19 on the number of days working from home and commuting travel: A cross-cultural comparison between Australia, South America and South Africa”. Journal of Transport Geopraphy, 96: 103188, (2021).
- [30] Gu, M., Shuo, S., Jian, F., and Liu, X., “Analysis of Changes in Intercity Highway Traffic Travel Patterns under the Impact of COVID-19”, Hindawi Journal of Advanced Transportation Volume, Article ID 7709555, (2021). DOI: https://doi.org/10.1155/2021/7709555
- [31] Li, T., Wang, J., Huang, J., Yang, W., and Chen, Z., “Exploring the dynamic impacts of COVID-19 on intercity travel in China”, Journal of Transport Geopraphy, 95:103153, (2021). DOI: https://doi.org/10.1016/j.jtrangeo.2021.103153
- [32] Barbieri, M. D., Lou, B., Passavanti, M., Hui, C., Hoff, I., Lessa, D. A., Sikka, G., Chang, K., Gupta, A., Fang, K., Banerjee, A., Maharaj, B., Lam, L., and Rashidi, T. H., “Impact of COVID-19 pandemic on mobility in ten countries and associated perceived risk for all transport modes”, PLOS ONE, (2021).
https://doi.org/10.1371/journal.pone.0245886. Access date: 05.08.2021
- [33] Przybylowski, A., Stelmak S., and Suchanek, M., “Mobility Behaviour in View of the Impact of the COVID-19 Pandemic-Public Transport Users in Gdansk Case Study”, Sustainability, (2020). https://doi.org/10.3390/su13010364. Access date: 05.08.2021
- [34] Bukhari, E. B., Temsah, M. H., Aleyadhy A. A., Alrabia, A. A., Alhmoob, A. A., Jamal, A. A., and Binsaeed, A. A., “Middle East respiratory syndrome coronavirus (MERS-CoV) outbreak perceptions of risk and stress evaluation in nurses”, The Journal of Infection in Developing Countries, 10(8): 845-850, (2016). DOI: https://doi.org/10.3855/jidc.6925. Access date: 05.08.2021
- [35] Collignon, S.,” Women more worried than men about the spread of coronavirus”, Royal Holloway, (2020). https://theconversation.com/women-more-worried-than-men-about-the-spread-ofcoronavirus-136580. Access date: 10.10. 2021
- [36] Hotle, S., Muray-Tuite, P., and Singh, K., “Influenza risk perception and travel-related health protection behavior in the US: Insights for the artermath of the COVID-19 outbreak”, Transportation Research Interdisciplinary Perspectives, 5:100127, (2020).
- [37] Campisi, T., Basbas, S., Al-Rashid M. A., Tesoriere, G., and Georgiadis. G., “A region-wide survey on emotional and psychological impacts of COVID-19 on public transport choices in Sicily, Italy”, Transactions on Transport Sciences, Peer-Reviewed Open Access Journal, 2, (2021). DOI: 10.5507/tots.2021.010