An agent-based model of crisis-driven ethnic migration
The literature on ethnic migration suggests that natural disasters, armed conflict, economics and cultural networks are key drivers of migration. The dearth of georeferenced ethnic data, however, limits the value of econometric analysis. We build an agent-based model to simulate crisis-driven migrat...
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2006
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sg-smu-ink.lkcsb_research-76452021-01-15T09:18:37Z An agent-based model of crisis-driven ethnic migration MAKOWSKY, Michael MAKANY, Tamas MEIER, Patrick TAVARES, Jorge The literature on ethnic migration suggests that natural disasters, armed conflict, economics and cultural networks are key drivers of migration. The dearth of georeferenced ethnic data, however, limits the value of econometric analysis. We build an agent-based model to simulate crisis-driven migration. Agents within a multi-ethnic population monitor their spatial environments to formulate perceptions of the risk of being persecuted. The expected utility of staying within a given neighborhood is inversely related to the perceived probability of persecution. Cultural networks temper an agent's security calculus, with strong social ties dampening the human security dilemma. Agents express preferences regarding the different ethnic groups in their spatial environment and social network. Social networks expand over time, but are often negatively impacted by exogenous social shocks. The resulting migratory patterns and ethnic clustering is a product of the confluence of event location and magnitude, ethnic tension, demographic factors and breadth of networks. Initial finding suggest that crisisdriven migration patterns are influenced by shock size and magnitude. 2006-09-01T07:00:00Z text application/pdf https://ink.library.smu.edu.sg/lkcsb_research/6646 https://ink.library.smu.edu.sg/context/lkcsb_research/article/7645/viewcontent/Sf_csss06_makowsky_et_al.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection Lee Kong Chian School Of Business eng Institutional Knowledge at Singapore Management University Demography, Population, and Ecology |
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Demography, Population, and Ecology MAKOWSKY, Michael MAKANY, Tamas MEIER, Patrick TAVARES, Jorge An agent-based model of crisis-driven ethnic migration |
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The literature on ethnic migration suggests that natural disasters, armed conflict, economics and cultural networks are key drivers of migration. The dearth of georeferenced ethnic data, however, limits the value of econometric analysis. We build an agent-based model to simulate crisis-driven migration. Agents within a multi-ethnic population monitor their spatial environments to formulate perceptions of the risk of being persecuted. The expected utility of staying within a given neighborhood is inversely related to the perceived probability of persecution. Cultural networks temper an agent's security calculus, with strong social ties dampening the human security dilemma. Agents express preferences regarding the different ethnic groups in their spatial environment and social network. Social networks expand over time, but are often negatively impacted by exogenous social shocks. The resulting migratory patterns and ethnic clustering is a product of the confluence of event location and magnitude, ethnic tension, demographic factors and breadth of networks. Initial finding suggest that crisisdriven migration patterns are influenced by shock size and magnitude. |
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text |
author |
MAKOWSKY, Michael MAKANY, Tamas MEIER, Patrick TAVARES, Jorge |
author_facet |
MAKOWSKY, Michael MAKANY, Tamas MEIER, Patrick TAVARES, Jorge |
author_sort |
MAKOWSKY, Michael |
title |
An agent-based model of crisis-driven ethnic migration |
title_short |
An agent-based model of crisis-driven ethnic migration |
title_full |
An agent-based model of crisis-driven ethnic migration |
title_fullStr |
An agent-based model of crisis-driven ethnic migration |
title_full_unstemmed |
An agent-based model of crisis-driven ethnic migration |
title_sort |
agent-based model of crisis-driven ethnic migration |
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Institutional Knowledge at Singapore Management University |
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2006 |
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https://ink.library.smu.edu.sg/lkcsb_research/6646 https://ink.library.smu.edu.sg/context/lkcsb_research/article/7645/viewcontent/Sf_csss06_makowsky_et_al.pdf |
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