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The Determinants of Joint Residential and Job Location Choices: A Mixed Logit Approach

  • Alexander Ebertz

This paper empirically investigates the household's decision to reside and work either inthe central metropolitan area, or in the surrounding nonmetropolitan area, or to commutebetween the two regions. As economic theory suggests the location decisionamounts to trading off wages, housing costs, and commuting time. A mixed logit modelis employed to quantify the interaction effects of these economic factors in the jointresidential and job location choice. The empirical approach does not rely on the restrictiveIIA assumption and allows for arbitrary correlation patterns between coefficients.Using data from a recent survey of more than half a million German households, theelasticities of individual location choice with respect to wages, housing costs, and commutingtime are estimated. The results show that individual valuations of these factorsare of the expected signs but vary substantially in the population. Shifts in consumersurplus and in the spatial distribution of households that are associated with changes inthe determinants of location choice are calculated based on the empirical estimates.

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File URL: http://www.cesifo-group.de/portal/page/portal/DocBase_Content/WP/WP-Ifo_Working_Papers/wp-ifo-2005-2010/IfoWorkingPaper-82.pdf
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Paper provided by Ifo Institute for Economic Research at the University of Munich in its series Ifo Working Paper Series with number Ifo Working Paper Nr. 82.

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Date of creation: 2009
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Handle: RePEc:ces:ifowps:_82
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  1. Takatoshi Tabuchi & Jacques-Francois Thisse, 2003. "Regional Specialization, Urban Hierarchy, and Commuting Costs," CIRJE F-Series CIRJE-F-223, CIRJE, Faculty of Economics, University of Tokyo.
  2. Tabuchi, Takatoshi, 1998. "Urban Agglomeration and Dispersion: A Synthesis of Alonso and Krugman," Journal of Urban Economics, Elsevier, vol. 44(3), pages 333-351, November.
  3. Arne Risa Hole, 2007. "Fitting mixed logit models by using maximum simulated likelihood," Stata Journal, StataCorp LP, vol. 7(3), pages 388-401, September.
  4. Schmidheiny, Kurt, 2006. "Income segregation and local progressive taxation: Empirical evidence from Switzerland," Journal of Public Economics, Elsevier, vol. 90(3), pages 429-458, February.
  5. Rainald Borck & Michael Pflüger & Matthias Wrede, 2010. "A simple theory of industry location and residence choice," Journal of Economic Geography, Oxford University Press, vol. 10(6), pages 913-940, November.
  6. Paul Krugman, 1990. "Increasing Returns and Economic Geography," NBER Working Papers 3275, National Bureau of Economic Research, Inc.
  7. Alois Stutzer & Bruno S. Frey, . "Stress That Doesn't Pay: The Commuting Paradox," IEW - Working Papers 151, Institute for Empirical Research in Economics - University of Zurich.
  8. MURATA, Yasudada & THISSE, Jacques-François, 2005. "A simple model of economic geography à la Helpman-Tabuchi," CORE Discussion Papers 2005017, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
  9. Thomas J. Nechyba & Robert P. Strauss, 1997. "Community Choice and Local Public Services: A Discrete Choice Approach," NBER Working Papers 5966, National Bureau of Economic Research, Inc.
  10. Kim S. So & Peter F. Orazem & Daniel M. Otto, 2001. "The Effects of Housing Prices, Wages, and Commuting Time on Joint Residential and Job Location Choices," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 83(4), pages 1036-1048.
  11. Ben-Akiva, M. & Bolduc, D. & Bradley, M., 1993. "Estimation of Travel Choice Models with Randomly Distributed Values of Time," Papers 9303, Laval - Recherche en Energie.
  12. Krugman, Paul & Elizondo, Raul Livas, 1996. "Trade policy and the Third World metropolis," Journal of Development Economics, Elsevier, vol. 49(1), pages 137-150, April.
  13. Brownstone, David & Train, Kenneth, 1998. "Forecasting new product penetration with flexible substitution patterns," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 109-129, November.
  14. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Working Papers 07-27, Center for Economic Studies, U.S. Census Bureau.
  15. Thiess Buettner & Alexander Ebertz, 2009. "Spatial Implications of Minimum Wages," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 229(2-3), pages 292-312, June.
  16. Bhat, Chandra R., 1998. "Accommodating variations in responsiveness to level-of-service measures in travel mode choice modeling," Transportation Research Part A: Policy and Practice, Elsevier, vol. 32(7), pages 495-507, September.
  17. Quigley, John M., 2006. "Urban Economics," Berkeley Program on Housing and Urban Policy, Working Paper Series qt0jr0p2tk, Berkeley Program on Housing and Urban Policy.
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