An agent-based model of housing search and intraurban migration in the Twin Cities of Minnesota

Shipeng Sun, Steven M. Manson

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Intraurban migration defines many neighbourhood dynamics and consequently impacts land use patterns in the long term. Housing location decision-making is a complex process involving many features of the housing market that interact with the perceptions of home searchers. Although modellers have paid much attention to the prices and utilities of the environmental, ecological, and public services associated with housing, the housing search process is neglected in many agent-based land use models involving urban housing market. The challenge of incorporating housing search partially lies in the prohibitive cost of identifying, recording, and quantifying housing search activities at a large scale. This paper presents an agent-based model of intraurban migration featuring straightforward yet empirically accurate rules for housing search. Drawing on intervening opportunity and intraurban migration theories, this model is specified and calibrated using real-world housing vacancies and relocation origin-destination pairs extracted from parcel records available in the Twin Cities for 2005 to 2007. Multiple validation methods, including inner migration rates, Syrjala tests, and minimum spanning tree comparisons, show that the search rules based on housing vacancy distribution and negative exponential distance-decay probability can satisfactorily simulate the pattern of the housing search and locational choices made by homeowners in the Twin Cities of Minnesota.

Original languageEnglish (US)
Title of host publicationModelling for Environment's Sake
Subtitle of host publicationProceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010
Pages740-747
Number of pages8
StatePublished - Dec 1 2010
Event5th Biennial Conference of the International Environmental Modelling and Software Society: Modelling for Environment's Sake, iEMSs 2010 - Ottawa, ON, Canada
Duration: Jul 5 2010Jul 8 2010

Publication series

NameModelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010
Volume1

Other

Other5th Biennial Conference of the International Environmental Modelling and Software Society: Modelling for Environment's Sake, iEMSs 2010
CountryCanada
CityOttawa, ON
Period7/5/107/8/10

Fingerprint

Agent-based Model
Migration
Vacancy
Land Use
Public Services
Minimum Spanning Tree
Land use
Vacancies
Decision Making
Decay
Relocation
Costs
Term
Model
Decision making

Keywords

  • Agent-based modelling
  • Housing locational decisions
  • Intraurban migration

Cite this

Sun, S., & Manson, S. M. (2010). An agent-based model of housing search and intraurban migration in the Twin Cities of Minnesota. In Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010 (pp. 740-747). (Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010; Vol. 1).

An agent-based model of housing search and intraurban migration in the Twin Cities of Minnesota. / Sun, Shipeng; Manson, Steven M.

Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010. 2010. p. 740-747 (Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010; Vol. 1).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sun, S & Manson, SM 2010, An agent-based model of housing search and intraurban migration in the Twin Cities of Minnesota. in Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010. Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010, vol. 1, pp. 740-747, 5th Biennial Conference of the International Environmental Modelling and Software Society: Modelling for Environment's Sake, iEMSs 2010, Ottawa, ON, Canada, 7/5/10.
Sun S, Manson SM. An agent-based model of housing search and intraurban migration in the Twin Cities of Minnesota. In Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010. 2010. p. 740-747. (Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010).
Sun, Shipeng ; Manson, Steven M. / An agent-based model of housing search and intraurban migration in the Twin Cities of Minnesota. Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010. 2010. pp. 740-747 (Modelling for Environment's Sake: Proceedings of the 5th Biennial Conference of the International Environmental Modelling and Software Society, iEMSs 2010).
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