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Measuring destination-based segregation through mobility patterns: Application of transport card data

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  • Abbasi, Sorath
  • Ko, Joonho
  • Min, Jaehong

Abstract

This study explores the level of segregation experienced by seniors, children/youth, and passengers with disabilities, compared to normal-fare passengers at their trip destination when using public transportation. One week's travel records of public transit passengers were extracted from Seoul's transport card data to compute dissimilarity and exposure indices, theoretically equivalent to those developed in segregation research, to capture destination-based segregation through mobility patterns. Additionally, a multigroup entropy index was computed to measure diversity by assessing the social mixture of all passenger flows in a spatial unit. The results revealed that segregation levels experienced by passengers based on their social groups are notably different depending on the time of day and the day of the week. The computed exposure measure illustrates that the potential interaction between the selected social groups and normal-fare passengers is relatively higher during peak hours on weekdays. The results also show that subway stations provide more opportunities for interaction among different social groups. These findings can contribute to a better understanding of social segregation through mobility patterns as well as the effective quantification of the public transport network performance in terms of providing an interaction opportunity for the groups.

Suggested Citation

  • Abbasi, Sorath & Ko, Joonho & Min, Jaehong, 2021. "Measuring destination-based segregation through mobility patterns: Application of transport card data," Journal of Transport Geography, Elsevier, vol. 92(C).
  • Handle: RePEc:eee:jotrge:v:92:y:2021:i:c:s0966692321000788
    DOI: 10.1016/j.jtrangeo.2021.103025
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    as
    1. Kandt, Jens & Leak, Alistair, 2019. "Examining inclusive mobility through smartcard data: What shall we make of senior citizens' declining bus patronage in the West Midlands?," Journal of Transport Geography, Elsevier, vol. 79(C), pages 1-1.
    2. Jae Yong Lee & Mei‐Po Kwan, 2011. "Visualisation Of Socio‐Spatial Isolation Based On Human Activity Patterns And Social Networks In Space‐Time," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 102(4), pages 468-485, September.
    3. van den Berg, Pauline & Arentze, Theo & Timmermans, Harry, 2011. "Estimating social travel demand of senior citizens in the Netherlands," Journal of Transport Geography, Elsevier, vol. 19(2), pages 323-331.
    4. Schönfelder, Stefan & Axhausen, Kay W., 2003. "Activity spaces: measures of social exclusion?," Transport Policy, Elsevier, vol. 10(4), pages 273-286, October.
    5. Ron Johnston & Michael Poulsen & James Forrest, 2004. "The Comparative Study Of Ethnic Residential Segregation In The Usa, 1980–2000," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 95(5), pages 550-569, December.
    6. Olof Åslund & Oskar Nordström Skans, 2010. "Will I See You at Work? Ethnic Workplace Segregation in Sweden, 1985–2002," ILR Review, Cornell University, ILR School, vol. 63(3), pages 471-493, April.
    7. Shen, Yao, 2019. "Segregation through space: A scope of the flow-based spatial interaction model," Journal of Transport Geography, Elsevier, vol. 76(C), pages 10-23.
    8. Card, David & Rothstein, Jesse, 2007. "Racial segregation and the black-white test score gap," Journal of Public Economics, Elsevier, vol. 91(11-12), pages 2158-2184, December.
    9. Shirmohammadli, Abdolmatin & Louen, Conny & Vallée, Dirk, 2016. "Exploring mobility equity in a society undergoing changes in travel behavior: A case study of Aachen, Germany," Transport Policy, Elsevier, vol. 46(C), pages 32-39.
    10. Yu Liu & Xi Liu & Song Gao & Li Gong & Chaogui Kang & Ye Zhi & Guanghua Chi & Li Shi, 2015. "Social Sensing: A New Approach to Understanding Our Socioeconomic Environments," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(3), pages 512-530, May.
    11. Jaramillo, Ciro & Lizárraga, Carmen & Grindlay, Alejandro Luis, 2012. "Spatial disparity in transport social needs and public transport provision in Santiago de Cali (Colombia)," Journal of Transport Geography, Elsevier, vol. 24(C), pages 340-357.
    12. David Wong & Shih-Lung Shaw, 2011. "Measuring segregation: an activity space approach," Journal of Geographical Systems, Springer, vol. 13(2), pages 127-145, June.
    13. Siren, Anu & Haustein, Sonja, 2013. "Baby boomers’ mobility patterns and preferences: What are the implications for future transport?," Transport Policy, Elsevier, vol. 29(C), pages 136-144.
    14. Hu, Yujie & Downs, Joni, 2019. "Measuring and visualizing place-based space-time job accessibility," Journal of Transport Geography, Elsevier, vol. 74(C), pages 278-288.
    15. Malia Jones & Anne Pebley, 2014. "Redefining Neighborhoods Using Common Destinations: Social Characteristics of Activity Spaces and Home Census Tracts Compared," Demography, Springer;Population Association of America (PAA), vol. 51(3), pages 727-752, June.
    16. Xia, Jianhong(Cecilia) & Nesbitt, Joshua & Daley, Rebekah & Najnin, Arfanara & Litman, Todd & Tiwari, Surya Prasad, 2016. "A multi-dimensional view of transport-related social exclusion: A comparative study of Greater Perth and Sydney," Transportation Research Part A: Policy and Practice, Elsevier, vol. 94(C), pages 205-221.
    17. Ludi Simpson, 2007. "Ghettos of the mind: the empirical behaviour of indices of segregation and diversity," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 170(2), pages 405-424, March.
    18. Le Roux, Guillaume & Vallée, Julie & Commenges, Hadrien, 2017. "Social segregation around the clock in the Paris region (France)," Journal of Transport Geography, Elsevier, vol. 59(C), pages 134-145.
    19. Dargay, Joyce, 2007. "The effect of prices and income on car travel in the UK," Transportation Research Part A: Policy and Practice, Elsevier, vol. 41(10), pages 949-960, December.
    20. Kwan, Mei-Po, 2009. "From place-based to people-based exposure measures," Social Science & Medicine, Elsevier, vol. 69(9), pages 1311-1313, November.
    21. Farber, Steven & O'Kelly, Morton & Miller, Harvey J. & Neutens, Tijs, 2015. "Measuring segregation using patterns of daily travel behavior: A social interaction based model of exposure," Journal of Transport Geography, Elsevier, vol. 49(C), pages 26-38.
    22. Siiri Silm & Rein Ahas, 2014. "Ethnic Differences in Activity Spaces: A Study of Out-of-Home Nonemployment Activities with Mobile Phone Data," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 104(3), pages 542-559, May.
    23. Henly, Megan & Brucker, Debra L., 2019. "Transportation patterns demonstrate inequalities in community participation for working-age Americans with disabilities," Transportation Research Part A: Policy and Practice, Elsevier, vol. 130(C), pages 93-106.
    24. Morency, Catherine & Paez, Antonio & Roorda, Matthew J. & Mercado, Ruben & Farber, Steven, 2011. "Distance traveled in three Canadian cities: Spatial analysis from the perspective of vulnerable population segments," Journal of Transport Geography, Elsevier, vol. 19(1), pages 39-50.
    25. Carlo Luiu & Miles Tight & Michael Burrow, 2017. "The unmet travel needs of the older population: a review of the literature," Transport Reviews, Taylor & Francis Journals, vol. 37(4), pages 488-506, July.
    26. Lucas, Karen & Philips, Ian & Mulley, Corinne & Ma, Liang, 2018. "Is transport poverty socially or environmentally driven? Comparing the travel behaviours of two low-income populations living in central and peripheral locations in the same city," Transportation Research Part A: Policy and Practice, Elsevier, vol. 116(C), pages 622-634.
    27. Schwanen, Tim & Lucas, Karen & Akyelken, Nihan & Cisternas Solsona, Diego & Carrasco, Juan-Antonio & Neutens, Tijs, 2015. "Rethinking the links between social exclusion and transport disadvantage through the lens of social capital," Transportation Research Part A: Policy and Practice, Elsevier, vol. 74(C), pages 123-135.
    28. Lucas, Karen, 2012. "Transport and social exclusion: Where are we now?," Transport Policy, Elsevier, vol. 20(C), pages 105-113.
    29. Lucas, Karen & Bates, John & Moore, José & Carrasco, Juan Antonio, 2016. "Modelling the relationship between travel behaviours and social disadvantage," Transportation Research Part A: Policy and Practice, Elsevier, vol. 85(C), pages 157-173.
    30. Sonja Haustein, 2012. "Mobility behavior of the elderly: an attitude-based segmentation approach for a heterogeneous target group," Transportation, Springer, vol. 39(6), pages 1079-1103, November.
    31. John F. Kain, 1968. "Housing Segregation, Negro Employment, and Metropolitan Decentralization," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 82(2), pages 175-197.
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