An agent-based microsimulation framework for investigating residential segregation using census data

Social and urban structures are inherently complex and multidimensional. They do not arise from a single process, but from the multifaceted interplay of different social and economic processes. This is true for racial and residential/neighbourhood segregation which is the result of many factors, and its causes are not well understood. Over years, researchers have studied and measured the role and influence of different factors implicated in residential segregation, using traditional techniques and tools, mostly in social science. These include empirical studies and statistical analyses of survey and census data. Such complex and nonlinear systems are difficult to study analytically. To better understand the complexity of the social world, building a model – a smaller, less detailed and less complex version of the real world (structure, system) – is recognized as an indispensable tool. Simulation is an excellent way of modelling which results to a better understanding of social processes and features of the social world. Simulation can be used to test theories and the result of simulation will often be the development of further theory.

[1]  Mats-Olov Olsson,et al.  Systems Approaches and Their Application: Examples from Sweden , 2006 .

[2]  M. Macy,et al.  FROM FACTORS TO ACTORS: Computational Sociology and Agent-Based Modeling , 2002 .

[3]  Graham Clarke,et al.  SimBritain: a spatial microsimulation approach to population dynamics , 2005 .

[4]  David O'Sullivan Complexity science and human geography , 2004 .

[5]  R. Kempen,et al.  Ethnic Segregation in Cities: New Forms and Explanations in a Dynamic World. , 1998 .

[6]  M. Fossett,et al.  Overlooked Implications of Ethnic Preferences for Residential Segregation in Agent-based Models , 2005 .

[7]  Magnus Boman,et al.  Multi-Agent Systems, Time Geography, and Microsimulations , 2004 .

[8]  Thomas C. Schelling,et al.  Dynamic models of segregation , 1971 .

[9]  Alexander Laurie,et al.  Role of 'Vision' in Neighbourhood Racial Segregation: A Variant of the Schelling Segregation Model , 2003 .

[10]  K. Clayton,et al.  Transactions of the Institute of British Geographers , 1959 .

[11]  Juval Portugali,et al.  Self-Organization and the City , 2009, Encyclopedia of Complexity and Systems Science.

[12]  T. Schelling Models of Segregation , 1969 .

[13]  Graham Clarke,et al.  Modelling Regional Changes in US Household Income and Wealth: A Research Agenda , 1998 .

[14]  G. Nigel Gilbert,et al.  Simulation for the social scientist , 1999 .

[15]  R. Mare,et al.  Neighborhood Choice and Neighborhood Change1 , 2006, American Journal of Sociology.

[16]  M. Small Racial Differences in Networks: Do Neighborhood Conditions Matter? , 2007 .

[17]  Einar Holm,et al.  Building a spatial microsimulation model , 1999 .

[18]  M. Haklay,et al.  Agent-Based Models and Individualism: Is the World Agent-Based? , 2000 .

[19]  D. Phillips,et al.  Ethnic Minority Housing: Explanations And Policies , 1989 .