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Temporal variation in activity-space-based segregation: A case study of Beijing using location-based service data

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  • Zhang, Yanji
  • Wang, Jiejing
  • Kan, Changcheng

Abstract

The literature on segregation is focused on the residential domain considered from a static perspective. In contrast, the purpose of our study is to examine temporal variations in the overall degree and spatial pattern of activity-space-based social segregation around the clock on weekday and at weekend in the central urban area of Beijing, China. Drawing on location-based service (LBS) big data, we measure the level of activity-space-based segregation at each hour of a weekday and a weekend day between groups of people who differ from each other in relation to formal educational achievements. Their comparisons with the segregation in major life domains such as residence and workplace are also made. At the global level, the extent of activity-space-based segregation fluctuates around the clock, with less segregation during the daytime than at night and less segregation on the weekend day than on the weekday. The segregation degrees for all groups are in descending order workplace segregation, residential segregation, and out-of-home non-employment segregation. At the local level, the highly segregated units centralize to city center in the morning and decentralize to suburban areas in the evening. The spatial segregation patterns at various times of the day change to a much greater extent on the weekday than during the weekend day, especially for employment centers and large-scale residential communities. Lastly, a spatial unit classification framework of real-time activity-space-based segregation is proposed to integrate multiple kinds of information pertaining to the segregation level and the dominant group in a given area at a given time with the extent and trend of the temporal variation identified presented as a concise map useful both to advancing further research and guiding policy formulation.

Suggested Citation

  • Zhang, Yanji & Wang, Jiejing & Kan, Changcheng, 2022. "Temporal variation in activity-space-based segregation: A case study of Beijing using location-based service data," Journal of Transport Geography, Elsevier, vol. 98(C).
    • Handle: RePEc:eee:jotrge:v:98:y:2022:i:c:s0966692321002921
    DOI: 10.1016/j.jtrangeo.2021.103239
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    as
    1. Glitz, Albrecht, 2014. "Ethnic segregation in Germany," Labour Economics, Elsevier, vol. 29(C), pages 28-40.
    2. repec:nas:journl:v:115:y:2018:p:7735-7740 is not listed on IDEAS
    3. 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.
    4. Xingang Zhou & Zifeng Chen & Anthony GO Yeh & Yang Yue, 2021. "Workplace segregation of rural migrants in urban China: A case study of Shenzhen using cellphone big data," Environment and Planning B, , vol. 48(1), pages 25-42, January.
    5. Mouratidis, Kostas, 2020. "Neighborhood characteristics, neighborhood satisfaction, and well-being: The links with neighborhood deprivation," Land Use Policy, Elsevier, vol. 99(C).
    6. van Ham, Maarten & Tammaru, Tiit, 2016. "New Perspectives on Ethnic Segregation over Time and Space: A Domains Approach," IZA Discussion Papers 9663, Institute of Labor Economics (IZA).
    7. Tiit Tammaru & David Knapp & Siiri Silm & Maarten van Ham & Frank Witlox, 2021. "Spatial Underpinnings of Social Inequalities: A Vicious Circles of Segregation Approach," Social Inclusion, Cogitatio Press, vol. 9(2), pages 65-76.
    8. David Wong & Shih-Lung Shaw, 2011. "Measuring segregation: an activity space approach," Journal of Geographical Systems, Springer, vol. 13(2), pages 127-145, June.
    9. Jian Feng & Yixing Zhou & Fulong Wu, 2008. "New Trends of Suburbanization in Beijing since 1990: From Government-led to Market-oriented," Regional Studies, Taylor & Francis Journals, vol. 42(1), pages 83-99.
    10. Jie Shen & Yang Xiao, 2020. "Emerging divided cities in China: Socioeconomic segregation in Shanghai, 2000–2010," Urban Studies, Urban Studies Journal Limited, vol. 57(6), pages 1338-1356, May.
    11. Jie Huang & David Levinson & Jiaoe Wang & Haitao Jin, 2019. "Job-worker spatial dynamics in Beijing: Insights from Smart Card Data," Working Papers 2019-01, University of Minnesota: Nexus Research Group.
    12. Matthew Hall & John Iceland & Youngmin Yi, 2019. "Racial Separation at Home and Work: Segregation in Residential and Workplace Settings," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 38(5), pages 671-694, October.
    13. Yunling Liang & Li Yu, 2019. "Human capital and the re‐employment of retrenchment labor in urban China," Review of Development Economics, Wiley Blackwell, vol. 23(3), pages 1432-1458, August.
    14. 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.
    15. Si-Ming Li, 2012. "Housing Inequalities under Market Deepening: The Case of Guangzhou, China," Environment and Planning A, , vol. 44(12), pages 2852-2866, December.
    16. 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.
    17. Tiit Tammaru & Maarten Ham, 2016. "New Perspectives on Ethnic Segregation over Time and Space: A Domains Approach," Working Papers id:9352, eSocialSciences.
    18. 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.
    19. Ya Ping Wang & Yanglin Wang & Jiansheng Wu, 2009. "Urbanization and Informal Development in China: Urban Villages in Shenzhen," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 33(4), pages 957-973, December.
    20. Magnus Strömgren & Tiit Tammaru & Alexander Danzer & Maarten Ham & Szymon Marcińczak & Olof Stjernström & Urban Lindgren, 2014. "Factors Shaping Workplace Segregation Between Natives and Immigrants," Demography, Springer;Population Association of America (PAA), vol. 51(2), pages 645-671, April.
    21. Claude Fischer & Gretchen Stockmayer & Jon Stiles & Michael Hout, 2004. "Distinguishing the geographic levels and social dimensions of U.S. metropolitan segregation, 1960–2000," Demography, Springer;Population Association of America (PAA), vol. 41(1), pages 37-59, February.
    22. Malleson, Nick & Andresen, Martin A., 2016. "Exploring the impact of ambient population measures on London crime hotspots," Journal of Criminal Justice, Elsevier, vol. 46(C), pages 52-63.
    23. Shareck, Martine & Kestens, Yan & Frohlich, Katherine L., 2014. "Moving beyond the residential neighborhood to explore social inequalities in exposure to area-level disadvantage: Results from the Interdisciplinary Study on Inequalities in Smoking," Social Science & Medicine, Elsevier, vol. 108(C), pages 106-114.
    24. Lina Hedman & Kati Kadarik & Roger Andersson & John Östh, 2021. "Daily Mobility Patterns: Reducing or Reproducing Inequalities and Segregation?," Social Inclusion, Cogitatio Press, vol. 9(2), pages 208-221.
    25. Wang, Donggen & Chai, Yanwei, 2009. "The jobs–housing relationship and commuting in Beijing, China: the legacy of Danwei," Journal of Transport Geography, Elsevier, vol. 17(1), pages 30-38.
    26. John R. Logan & Yanjie Bian & Fuqin Bian, 1999. "Housing inequality in urban China in the 1990s," International Journal of Urban and Regional Research, Wiley Blackwell, vol. 23(1), pages 7-25, March.
    27. Yanbo Chen & Jingsha He & Wei Wei & Nafei Zhu & Cong Yu, 2021. "A Multi-Model Approach for User Portrait," Future Internet, MDPI, vol. 13(6), pages 1-14, May.
    28. Douglas S. Massey & Jonathan Rothwell & Thurston Domina, 2009. "The Changing Bases of Segregation in the United States," The ANNALS of the American Academy of Political and Social Science, , vol. 626(1), pages 74-90, November.
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