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A geospatial agent-based model of the spatial urban dynamics of immigrant population: A study of the island of Montreal, Canada

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  • Liliana Perez
  • Suzana Dragicevic
  • Jonathan Gaudreau

Abstract

Residential segregation into spatial neighborhoods and boroughs is a well-known spatial dynamic process that characterise complex urban environments. Existing models of segregation, including the pioneering Schelling ones, often do not consider all the factors that can contribute to this process. Segregation as well as aggregation emerges from local interactions among individuals, and is rooted in the complexity of social, economic and environmental interactions. The main objective of this study is to develop and implement a geospatial agent-based model to simulate the decision-making process of location of new household for incoming immigrant populations. Particularly this study aims to simulate and analyse the dynamics of the new immigrant populations arriving in the bilingual cities and boroughs of the island of Montreal. The model was implemented in NetLogo software, using real geospatial datasets. The obtained simulation results indicate realistic spatial patterns of spatial composition of the ethnographic fabric on the island of Montreal. The proposed model has the potential to be used as part of the city planning purposes.

Suggested Citation

  • Liliana Perez & Suzana Dragicevic & Jonathan Gaudreau, 2019. "A geospatial agent-based model of the spatial urban dynamics of immigrant population: A study of the island of Montreal, Canada," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-23, July.
  • Handle: RePEc:plo:pone00:0219188
    DOI: 10.1371/journal.pone.0219188
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    References listed on IDEAS

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    1. Picot, Garnett, 2008. "Immigrant Economic and Social Outcomes in Canada: Research and Data Development at Statistics Canada," Analytical Studies Branch Research Paper Series 2008319e, Statistics Canada, Analytical Studies Branch.
    2. McKinnish, Terra & Walsh, Randall & Kirk White, T., 2010. "Who gentrifies low-income neighborhoods?," Journal of Urban Economics, Elsevier, vol. 67(2), pages 180-193, March.
    3. Erez Hatna & Itzhak Benenson, 2012. "The Schelling Model of Ethnic Residential Dynamics: Beyond the Integrated - Segregated Dichotomy of Patterns," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(1), pages 1-6.
    4. W. Clark, 1991. "Residential preferences and neighborhood racial segregation: A test of the schelling segregation model," Demography, Springer;Population Association of America (PAA), vol. 28(1), pages 1-19, February.
    5. Junfu Zhang, 2011. "Tipping And Residential Segregation: A Unified Schelling Model," Journal of Regional Science, Wiley Blackwell, vol. 51(1), pages 167-193, February.
    6. Rainer Hegselmann, 2012. "Thomas C. Schelling and the Computer: Some Notes on Schelling's Essay "On Letting a Computer Help with the Work"," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 15(4), pages 1-9.
    7. Schönwälder, Karen (Ed.), 2007. "Residential segregation and the integration of immigrants: Britain, the Netherlands and Sweden," Discussion Papers, Programme on Intercultural Conflicts and Societal Integration (AKI) SP IV 2007-602, WZB Berlin Social Science Center.
    8. Aumann, Craig A., 2007. "A methodology for developing simulation models of complex systems," Ecological Modelling, Elsevier, vol. 202(3), pages 385-396.
    9. Gideon Bolt & Ronald van Kempen & Maarten van Ham, 2008. "Minority Ethnic Groups in the Dutch Housing Market: Spatial Segregation, Relocation Dynamics and Housing Policy," Urban Studies, Urban Studies Journal Limited, vol. 45(7), pages 1359-1384, June.
    10. Thomas J. Kane & Stephanie K. Riegg & Douglas O. Staiger, 2006. "School Quality, Neighborhoods, and Housing Prices," American Law and Economics Review, Oxford University Press, vol. 8(2), pages 183-212.
    11. Glaeser, Edward L. & Kahn, Matthew E. & Rappaport, Jordan, 2008. "Why do the poor live in cities The role of public transportation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 1-24, January.
    12. Schelling, Thomas C, 1969. "Models of Segregation," American Economic Review, American Economic Association, vol. 59(2), pages 488-493, May.
    13. Anand Sahasranaman & Henrik Jeldtoft Jensen, 2018. "Ethnicity and wealth: The dynamics of dual segregation," PLOS ONE, Public Library of Science, vol. 13(10), pages 1-22, October.
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    Cited by:

    1. Ali Termos & Stefano Picascia & Neil Yorke-Smith, 2021. "Agent-Based Simulation of West Asian Urban Dynamics: Impact of Refugees," Journal of Artificial Societies and Social Simulation, Journal of Artificial Societies and Social Simulation, vol. 24(1), pages 1-2.
    2. Zhishan Ma & Susu Zhang & Sidong Zhao, 2021. "Study on the Spatial Pattern of Migration Population in Egypt and Its Flow Field Characteristics from the Perspective of “Source-Flow-Sink”," Sustainability, MDPI, vol. 13(1), pages 1-27, January.
    3. Izabela Grabowska, 2021. "Quality of Life in Poor Neighborhoods through the Lenses of the Capability Approach—A Case Study of a Deprived Area of Łódź City Centre," Sustainability, MDPI, vol. 13(13), pages 1-24, June.

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