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House Value, Crime and Residential Location Choice

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  • ZHANG, ZHAOHUA
  • HITE, DIANE

Abstract

Households choose where to live by trading off wages, house prices and local amenities. In this paper, I estimate the effect of crime on household location choice using a two-stage residential sorting model which incorporates the effect of mobility cost. The choice set in this paper is defined at the level of the metropolitan areas. The results from the second stage show that people are willing to pay more to move to a location with lower violent crime occurrences and are willing to pay more to move to a place with higher property crime; however, the effect of violent crime is larger than property crime. When recovering the willingness to pay (WTP) for the two types of crime using elasticities, the results show that people are willing to pay $651 and $977 for a one hundred unit decrease in violent crime and $23 and $27 for a one hundred unit increase in property crime for 2005 and 2010 respectively. The difference in difference results for the sorting model show that people are willing to pay less to move to a location in which the police number increases, and pay more to move to a location where the crime rate decreases while police force increases. The results of the difference in difference analysis, shows that the elasticity of WTP for the increase in police number in the hedonic price model, is slightly lower than that from the sorting model.

Suggested Citation

  • Zhang, Zhaohua & Hite, Diane, 2015. "House Value, Crime and Residential Location Choice," 2015 Annual Meeting, January 31-February 3, 2015, Atlanta, Georgia 196826, Southern Agricultural Economics Association.
    • Handle: RePEc:ags:saea15:196826
    DOI: 10.22004/ag.econ.196826
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    References listed on IDEAS

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    1. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2004. "Tiebout Sorting, Social Multipliers and the Demand for School Quality," NBER Working Papers 10871, National Bureau of Economic Research, Inc.
    2. Case, Karl E. & Mayer, Christopher J., 1996. "Housing price dynamics within a metropolitan area," Regional Science and Urban Economics, Elsevier, vol. 26(3-4), pages 387-407, June.
    3. Biying, Yu & Zhang, Junyi & Fujiwara, Akimasa, 2012. "Analysis of the residential location choice and household energy consumption behavior by incorporating multiple self-selection effects," Energy Policy, Elsevier, vol. 46(C), pages 319-334.
    4. Luc Anselin & Nancy Lozano-Gracia, 2009. "Errors in variables and spatial effects in hedonic house price models of ambient air quality," Studies in Empirical Economics, in: Giuseppe Arbia & Badi H. Baltagi (ed.), Spatial Econometrics, pages 5-34, Springer.
    5. Mark van Duijn & Jan Rouwendal, 2013. "Cultural heritage and the location choice of Dutch households in a residential sorting model," Journal of Economic Geography, Oxford University Press, vol. 13(3), pages 473-500, May.
    6. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    7. Patrick Bayer & Robert McMillan & Kim Rueben, 2003. "An Equilibrium Model of Sorting in an Urban Housing Market: The Causes and Consequences of Residential Segregation," Working Papers 860, Economic Growth Center, Yale University.
    8. Brueckner, Jan K. & Thisse, Jacques-Francois & Zenou, Yves, 1999. "Why is central Paris rich and downtown Detroit poor?: An amenity-based theory," European Economic Review, Elsevier, vol. 43(1), pages 91-107, January.
    9. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    10. Ihlanfeldt, Keith & Mayock, Tom, 2010. "Panel data estimates of the effects of different types of crime on housing prices," Regional Science and Urban Economics, Elsevier, vol. 40(2-3), pages 161-172, May.
    11. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    12. Patrick Bayer & Robert McMillan & Kim Rueben, 2003. "An Equilibrium Model of Sorting in an Urban Housing Market: A Study of the Causes and Consequences of Residential Segregation," Working Papers 03-01, Center for Economic Studies, U.S. Census Bureau.
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    Consumer/Household Economics; Research Methods/ Statistical Methods;

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