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Estimation of a spatial simultaneous equation model of population migration and housing price dynamics

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  • Jeanty, P. Wilner
  • Partridge, Mark
  • Irwin, Elena

Abstract

Identifying the local interactions between housing prices and population migration is complicated by their simultaneous and spatially interdependent relationship. Higher housing prices may repel households and push them into neighboring areas, suggesting that separately identifying interactions within versus across local neighborhoods is important. Aggregate data and standard econometric models are unable to address the multiple identification problems that may arise from the simultaneity, spatial interaction, and unobserved spatial autocorrelation. Such problems can generate biased estimates that run counter to economic theory. Using Michigan census tract-level data, we estimate a spatial simultaneous equations model that jointly considers population change and housing values, while also explicitly modeling interactions within neighborhoods, spatial interactions across neighborhoods, and controlling for unobserved spatial correlations. After controlling for simultaneity and spatial autocorrelation, the results show that neighborhoods are likely to experience an increase in their housing values if they gain population and they are more likely to lose population if they experience an increase in housing values. Our results are consistent with theory and underscore the importance of accounting for spatial interdependencies between population change and housing values.

Suggested Citation

  • Jeanty, P. Wilner & Partridge, Mark & Irwin, Elena, 2010. "Estimation of a spatial simultaneous equation model of population migration and housing price dynamics," Regional Science and Urban Economics, Elsevier, vol. 40(5), pages 343-352, September.
  • Handle: RePEc:eee:regeco:v:40:y:2010:i:5:p:343-352
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    References listed on IDEAS

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    1. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2008. "Lost in space: population growth in the American hinterlands and small cities," Journal of Economic Geography, Oxford University Press, vol. 8(6), pages 727-757, November.
    2. Potepan, Michael J., 1994. "Intermetropolitan Migration and Housing Prices: Simultaneously Determined?," Journal of Housing Economics, Elsevier, vol. 3(2), pages 77-91, June.
    3. Gavin Cameron & John Muellbauer, 1998. "The Housing Market and Regional Commuting and Migration Choices," Scottish Journal of Political Economy, Scottish Economic Society, vol. 45(4), pages 420-446, September.
    4. Marlon G. Boarnet & Saksith Chalermpong & Elizabeth Geho, 2005. "Specification issues in models of population and employment growth," Papers in Regional Science, Wiley Blackwell, vol. 84(1), pages 21-46, March.
    5. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    6. Roback, Jennifer, 1988. "Wages, Rents, and Amenities: Differences among Workers and Regions," Economic Inquiry, Western Economic Association International, vol. 26(1), pages 23-41, January.
    7. McGranahan, David A., 1999. "Natural Amenities Drive Rural Population Change," Agricultural Economic Reports 33955, United States Department of Agriculture, Economic Research Service.
    8. Cameron, Gavin & Muellbauer, John & Murphy, Anthony, 2006. "Housing Market Dynamics and Regional Migration in Britain," CEPR Discussion Papers 5832, C.E.P.R. Discussion Papers.
    9. Cameron, Gavin & Muellbauer, John, 1998. "The Housing Market and Regional Commuting and Migration Choices," Scottish Journal of Political Economy, Scottish Economic Society, vol. 45(4), pages 420-446, September.
    10. repec:hoo:wpaper:e-95-4 is not listed on IDEAS
    11. Kelejian, Harry H. & Prucha, Ingmar R., 2004. "Estimation of simultaneous systems of spatially interrelated cross sectional equations," Journal of Econometrics, Elsevier, vol. 118(1-2), pages 27-50.
    12. Steven C. Deller & Tsung-Hsiu (Sue) Tsai & David W. Marcouiller & Donald B.K. English, 2001. "The Role of Amenities and Quality of Life In Rural Economic Growth," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(2), pages 352-365.
    13. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    14. Hailu, Yohannes G. & Rosenberger, Randall S., 2004. "Modeling Migration Effects on Agricultural Lands: A Growth Equilibrium Model," Agricultural and Resource Economics Review, Northeastern Agricultural and Resource Economics Association, vol. 33(1), pages 1-11, April.
    15. Mark Ferguson & Kamar Ali & M. Rose Olfert & Mark Partridge, 2007. "Voting with Their Feet: Jobs versus Amenities," Growth and Change, Wiley Blackwell, vol. 38(1), pages 77-110, March.
    16. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2008. "The Geographic Diversity of U.S. Nonmetropolitan Growth Dynamics: A Geographically Weighted Regression Approach," Land Economics, University of Wisconsin Press, vol. 84(2), pages 241-266.
    17. Graves, Philip E., 1983. "Migration with a composite amenity: the role of rents," MPRA Paper 19917, University Library of Munich, Germany.
    18. Jackman, Richard & Savouri, Savvas, 1992. "Regional Migration in Britain: An Analysis of Gross Flows Using NHS Central Register Data," Economic Journal, Royal Economic Society, vol. 102(415), pages 1433-1450, November.
    19. Glaeser, Edward L. & Scheinkman, JoseA. & Shleifer, Andrei, 1995. "Economic growth in a cross-section of cities," Journal of Monetary Economics, Elsevier, vol. 36(1), pages 117-143, August.
    20. Hanna, Brid Gleeson, 2007. "House values, incomes, and industrial pollution," Journal of Environmental Economics and Management, Elsevier, vol. 54(1), pages 100-112, July.
    21. Crandall, Mindy S. & Weber, Bruce A., 2004. "Local Social And Economic Conditions, Spatial Concentrations Of Poverty, And Poverty Dynamics," Working Papers 18916, Oregon State University, Rural Poverty Research Center (RPRC).
    22. Cameron, Gavin & Muellbauer, John & Murphy, Anthony, 2006. "Housing Market Dynamics and Regional Migration in Britain," CEPR Discussion Papers 5832, C.E.P.R. Discussion Papers.
    23. Sergio J. Rey & Marlon G. Boarnet, 2004. "A Taxonomy of Spatial Econometric Models for Simultaneous Equations Systems," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 5, pages 99-119, Springer.
    24. Won Kim, Chong & Phipps, Tim T. & Anselin, Luc, 2003. "Measuring the benefits of air quality improvement: a spatial hedonic approach," Journal of Environmental Economics and Management, Elsevier, vol. 45(1), pages 24-39, January.
    25. Rappaport, Jordan, 2008. "Consumption amenities and city population density," Regional Science and Urban Economics, Elsevier, vol. 38(6), pages 533-552, November.
    26. Mindy S. Crandall & Bruce A. Weber, 2004. "Local Social and Economic Conditions, Spatial Concentrations of Poverty, and Poverty Dynamics," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 86(5), pages 1276-1281.
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