Research Article

Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis

Number: 1 August 15, 2023
EN

Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis

Abstract

COVID-19 was the most recent pandemic to strike humanity. Moreover, this pandemic occurred during the most active period of global interaction and mobility, unlike pandemics like cholera, plague, and flu in earlier centuries. Many countries restricted domestic mobility after suspending international mobility to prevent the pandemic from spreading. Although these policies differ from nation to nation, they have affected the mobility of communities. This study examined spatial and non-spatial independent variables that affected how the community’s mobility patterns changed in various locations, including parks, transit stations, workplaces, grocery and pharmacies, and residential areas in Istanbul, Türkiye. The impact of the independent spatial variables on the mobility changes was examined after identifying the non-spatial independent variables influencing the mobility changes in 6 different areas. It was determined that the altitude variable, expected to impact how mobility changed, had no overall impact on the dependent variable. On the other hand, the dependent variables representing the mobility changes were affected by the independent variables representing the county center’s latitude and longitude values and whether the county is located near the sea. Regression analysis across Türkiye will be performed in upcoming studies using an updated version of the methodology used in this study.

Keywords

References

  1. Açık Kapı-İstanbul’un Sosyo Ekonomik Analizi. (2021). http://www.istanbul.gov.tr/acik-kapiistanbulun-sosyo-ekonomik-analizi google scholar
  2. Aloi, A., Alonso, B., Benavente, J., Cordera, R., Echániz, E., González, F., Ladisa, C., Lezama-Romanelli, R., López-Parra, Á., Mazzei, V., Perrucci, L., Prieto-Quintana, D., Rodríguez, A., & Sañudo, R. (2020). Effects of the COVID-19 Lockdown on Urban Mobility: Empirical Evidence from the City of Santander (Spain). Sustainability, 12(9), Article 9. https://doi.org/10.3390/su12093870 google scholar
  3. Beria, P., & Lunkar, V. (2021). Presence and mobility of the population during the first wave of Covid-19 outbreak and lockdown in Italy. Sustainable Cities and Society, 65, 102616. https://doi.org/10.1016/J.SCS.2020.102616 google scholar
  4. Bonaccorsi, G., Pierri, F., Cinelli, M., Flori, A., Galeazzi, A., Porcelli, F., Schmidt, A. L., Valensise, C. M., Scala, A., Quattrociocchi, W., & Pammolli, F. (2020). Economic and social consequences of human mobility restrictions under COVID-19. Proceedings of the National Academy of Sciences, 117(27), 15530-15535. https://doi. org/10.1073/pnas.2007658117 google scholar
  5. Chan, J. (2020). The geography of social distancing in Canada: Evidence from facebook. Canadian Public Policy, 46(1), S19-S28. https://doi.org/10.3138/ google scholar
  6. Chang, M.-C., Kahn, R., Li, Y.-A., Lee, C.-S., Buckee, C. O., & Chang, H.-H. (2020). Variation in human mobility and its impact on the risk of future COVID-19 outbreaks in Taiwan. MedRxiv, 2020.04.07.20053439. https:// doi.org/10.1101/2020.04.07.20053439 google scholar
  7. datastd-dev. (2022). Spatial Regression. GitHub. https://github.com/datastd-dev/SpatialRegression google scholar
  8. Google. (2020). COVID-19 Community Mobility Report. https://www.google.com/covid19/mobility?hl=tr google scholar

Details

Primary Language

English

Subjects

Computer Software, Software Engineering (Other)

Journal Section

Research Article

Publication Date

August 15, 2023

Submission Date

December 7, 2022

Acceptance Date

January 23, 2023

Published in Issue

Year 2023 Number: 1

APA
Arık, A. O., & Çavdaroğlu, G. Ç. (2023). Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis. Journal of Data Applications, 1, 1-17. https://doi.org/10.26650/JODA.1215566
AMA
1.Arık AO, Çavdaroğlu GÇ. Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis. Journal of Data Applications. 2023;(1):1-17. doi:10.26650/JODA.1215566
Chicago
Arık, Ahmet Okan, and G. Çiğdem Çavdaroğlu. 2023. “Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis”. Journal of Data Applications, no. 1: 1-17. https://doi.org/10.26650/JODA.1215566.
EndNote
Arık AO, Çavdaroğlu GÇ (August 1, 2023) Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis. Journal of Data Applications 1 1–17.
IEEE
[1]A. O. Arık and G. Ç. Çavdaroğlu, “Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis”, Journal of Data Applications, no. 1, pp. 1–17, Aug. 2023, doi: 10.26650/JODA.1215566.
ISNAD
Arık, Ahmet Okan - Çavdaroğlu, G. Çiğdem. “Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis”. Journal of Data Applications. 1 (August 1, 2023): 1-17. https://doi.org/10.26650/JODA.1215566.
JAMA
1.Arık AO, Çavdaroğlu GÇ. Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis. Journal of Data Applications. 2023;:1–17.
MLA
Arık, Ahmet Okan, and G. Çiğdem Çavdaroğlu. “Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis”. Journal of Data Applications, no. 1, Aug. 2023, pp. 1-17, doi:10.26650/JODA.1215566.
Vancouver
1.Ahmet Okan Arık, G. Çiğdem Çavdaroğlu. Istanbul’s Community Mobility Changes During the COVID-19 Pandemic: A Spatial Analysis. Journal of Data Applications. 2023 Aug. 1;(1):1-17. doi:10.26650/JODA.1215566