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Who lives where in the city? Amenities, commuting and income sorting

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  • Gaigné, Carl
  • Koster, Hans R.A.
  • Moizeau, Fabien
  • Thisse, Jacques-François

Abstract

We develop a new model of a “featureful” city in which locations are differentiated by two attributes, that is, the distance to employment centers and the accessibility to given amenities. The residential equilibrium involves the spatial separation of households sharing similar incomes. Under Stone-Geary preferences, amenities and commuting are subsumed into a location-quality index. Hence, the assignment of households to locations becomes one-dimensional. Since residential choices are driven by the location-quality index, the income mapping may be fully characterized. Using a rich micro-dataset on the Netherlands, we show that household income sorting is indeed driven by amenities and commuting times.

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  • Gaigné, Carl & Koster, Hans R.A. & Moizeau, Fabien & Thisse, Jacques-François, 2022. "Who lives where in the city? Amenities, commuting and income sorting," Journal of Urban Economics, Elsevier, vol. 128(C).
  • Handle: RePEc:eee:juecon:v:128:y:2022:i:c:s0094119021000760
    DOI: 10.1016/j.jue.2021.103394
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    1. de Bartolome, Charles A.M. & Ross, Stephen L., 2007. "Community income distributions in a metropolitan area," Journal of Urban Economics, Elsevier, vol. 61(3), pages 496-518, May.
    2. Edward L. Glaeser, Jed Kolko, and Albert Saiz, 2001. "Consumer city," Journal of Economic Geography, Oxford University Press, vol. 1(1), pages 27-50, January.
    3. Leggett, Christopher G. & Bockstael, Nancy E., 2000. "Evidence of the Effects of Water Quality on Residential Land Prices," Journal of Environmental Economics and Management, Elsevier, vol. 39(2), pages 121-144, March.
    4. Esteban Rossi-Hansberg & Pierre-Daniel Sarte & Raymond Owens, 2010. "Housing Externalities," Journal of Political Economy, University of Chicago Press, vol. 118(3), pages 485-535, June.
    5. Pablo Fajgelbaum & Gene M. Grossman & Elhanan Helpman, 2011. "Income Distribution, Product Quality, and International Trade," Journal of Political Economy, University of Chicago Press, vol. 119(4), pages 721-765.
    6. Dennis Epple & Holger Sieg, 1999. "Estimating Equilibrium Models of Local Jurisdictions," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 645-681, August.
    7. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    8. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    9. 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.
    10. Timo Boppart, 2014. "Structural Change and the Kaldor Facts in a Growth Model With Relative Price Effects and Non‐Gorman Preferences," Econometrica, Econometric Society, vol. 82, pages 2167-2196, November.
    11. Ismir Mulalic & Jos N. Van Ommeren & Ninette Pilegaard, 2014. "Wages and Commuting: Quasi‐natural Experiments' Evidence from Firms that Relocate," Economic Journal, Royal Economic Society, vol. 124(579), pages 1086-1105, September.
    12. Ferdinando Monte & Stephen J. Redding & Esteban Rossi-Hansberg, 2018. "Commuting, Migration, and Local Employment Elasticities," American Economic Review, American Economic Association, vol. 108(12), pages 3855-3890, December.
    13. Koster, Paul R. & Koster, Hans R.A., 2015. "Commuters’ preferences for fast and reliable travel: A semi-parametric estimation approach," Transportation Research Part B: Methodological, Elsevier, vol. 81(P1), pages 289-301.
    14. Miyake, Mitsunobu, 2003. "Precise computation of a competitive equilibrium of the discrete land market model," Regional Science and Urban Economics, Elsevier, vol. 33(6), pages 721-743, October.
    15. Gravel, Nicolas & Oddou, Rémy, 2014. "The segregative properties of endogenous jurisdiction formation with a land market," Journal of Public Economics, Elsevier, vol. 117(C), pages 15-27.
    16. 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.
    17. Jan K. Brueckner & Stuart S. Rosenthal, 2009. "Gentrification and Neighborhood Housing Cycles: Will America's Future Downtowns Be Rich?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 725-743, November.
    18. V. Mukerji, 1963. "A Generalized S.M.A.C. Function with Constant Ratios of Elasticity of Substitution," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 30(3), pages 233-236.
    19. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    20. Sanghoon Lee & Jeffrey Lin, 2018. "Natural Amenities, Neighbourhood Dynamics, and Persistence in the Spatial Distribution of Income," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(1), pages 663-694.
    21. Hans R.A. Koster & Edward W. Pinchbeck, 2022. "How Do Households Value the Future? Evidence from Property Taxes," American Economic Journal: Economic Policy, American Economic Association, vol. 14(1), pages 207-239, February.
    22. Gerald A. Carlino & Albert Saiz, 2019. "Beautiful city: Leisure amenities and urban growth," Journal of Regional Science, Wiley Blackwell, vol. 59(3), pages 369-408, June.
    23. Jan Eeckhout & Roberto Pinheiro & Kurt Schmidheiny, 2014. "Spatial Sorting," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 554-620.
    24. Matthew A. Turner & Andrew Haughwout & Wilbert van der Klaauw, 2014. "Land Use Regulation and Welfare," Econometrica, Econometric Society, vol. 82(4), pages 1341-1403, July.
    25. Manning, Alan, 2003. "The real thin theory: monopsony in modern labour markets," Labour Economics, Elsevier, vol. 10(2), pages 105-131, April.
    26. Stuart S. Rosenthal & William C. Strange, 2008. "Agglomeration and Hours Worked," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 105-118, February.
    27. Schmidheiny, Kurt, 2006. "Income segregation from local income taxation when households differ in both preferences and incomes," Regional Science and Urban Economics, Elsevier, vol. 36(2), pages 270-299, March.
    28. Jessie Bakens & Raymond J.G.M. Florax & Peter Mulder, 2018. "Ethnic drift and white flight: A gravity model of neighborhood formation," Journal of Regional Science, Wiley Blackwell, vol. 58(5), pages 921-948, November.
    29. Hans R. A. Koster & Jos N. van Ommeren & Piet Rietveld, 2016. "Historic amenities, income and sorting of households," Journal of Economic Geography, Oxford University Press, vol. 16(1), pages 203-236.
    30. Victor Couture & Jessie Handbury, 2017. "Urban Revival in America, 2000 to 2010," NBER Working Papers 24084, National Bureau of Economic Research, Inc.
    31. Sattinger, Michael, 1993. "Assignment Models of the Distribution of Earnings," Journal of Economic Literature, American Economic Association, vol. 31(2), pages 831-880, June.
    32. Tim Landvoigt & Monika Piazzesi & Martin Schneider, 2015. "The Housing Market(s) of San Diego," American Economic Review, American Economic Association, vol. 105(4), pages 1371-1407, April.
    33. Gaigne, Carl & Koster, Hans R.A. & Moizeau, Fabien & Thisse, Jacques-François, 2020. "Income Sorting Across Space: The Role of Amenities and Commuting Costs," Working Papers 302579, Institut National de la recherche Agronomique (INRA), Departement Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2).
    34. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    35. Behrens, Kristian & Robert-Nicoud, Frédéric, 2015. "Agglomeration Theory with Heterogeneous Agents," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 171-245, Elsevier.
    36. Hans R.A. Koster & Jan Rouwendal, 2017. "Historic Amenities and Housing Externalities: Evidence from the Netherlands," Economic Journal, Royal Economic Society, vol. 127(605), pages 396-420, October.
    37. Kamecke Ulrich, 1993. "Mean City--A Consistent Approximation of Bid Rent Equilibria," Journal of Urban Economics, Elsevier, vol. 33(1), pages 48-67, January.
    38. Rosenthal, Stuart S. & Ross, Stephen L., 2015. "Change and Persistence in the Economic Status of Neighborhoods and Cities," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1047-1120, Elsevier.
    39. de Palma, André & Papageorgiou, Yorgos Y. & Thisse, Jacques-François & Ushchev, Philip, 2019. "About the origin of cities," Journal of Urban Economics, Elsevier, vol. 111(C), pages 1-13.
    40. Cuberes, David & Roberts, Jennifer & Sechel, Cristina, 2019. "Household location in English cities," Regional Science and Urban Economics, Elsevier, vol. 75(C), pages 120-135.
    41. Geels, Frank W., 2006. "The hygienic transition from cesspools to sewer systems (1840-1930): The dynamics of regime transformation," Research Policy, Elsevier, vol. 35(7), pages 1069-1082, September.
    42. Behrens, Kristian & Kichko, Sergei & Thisse, Jacques-Francois, 2024. "Working from home: Too much of a good thing?," Regional Science and Urban Economics, Elsevier, vol. 105(C).
    43. J. Vernon Henderson & Jacques-Francois Thisse, 2001. "On Strategic Community Development," Journal of Political Economy, University of Chicago Press, vol. 109(3), pages 546-569, June.
    44. David Albouy, 2016. "What Are Cities Worth? Land Rents, Local Productivity, and the Total Value of Amenities," The Review of Economics and Statistics, MIT Press, vol. 98(3), pages 477-487, July.
    45. Pierre-Andr'e Chiappori & Robert McCann & Brendan Pass, 2016. "Multidimensional matching," Papers 1604.05771, arXiv.org.
    46. Kristian Behrens & Gilles Duranton & Frédéric Robert-Nicoud, 2014. "Productive Cities: Sorting, Selection, and Agglomeration," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 507-553.
    47. Wheaton, William C, 1977. "Income and Urban Residence: An Analysis of Consumer Demand for Location," American Economic Review, American Economic Association, vol. 67(4), pages 620-631, September.
    48. Rosa Sanchis-Guarner, 2012. "Driving Up Wages: The Effects of Road Construction in Great Britain," SERC Discussion Papers 0120, Centre for Economic Performance, LSE.
    49. Pablo D. Fajgelbaum, 2011. "Income Distribution, Product Quality and International Trade," 2011 Meeting Papers 415, Society for Economic Dynamics.
    50. Morris A. Davis & Francois Ortalo-Magne, 2011. "Household Expenditures, Wages, Rents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(2), pages 248-261, April.
    51. Robert E. Lucas & Esteban Rossi-Hansberg, 2002. "On the Internal Structure of Cities," Econometrica, Econometric Society, vol. 70(4), pages 1445-1476, July.
    52. Raj Chetty & Nathaniel Hendren & Lawrence F. Katz, 2016. "The Effects of Exposure to Better Neighborhoods on Children: New Evidence from the Moving to Opportunity Experiment," American Economic Review, American Economic Association, vol. 106(4), pages 855-902, April.
    53. Beckmann, Martin J., 1969. "On the distribution of urban rent and residential density," Journal of Economic Theory, Elsevier, vol. 1(1), pages 60-67, June.
    54. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
    55. Glaeser, Edward L. & Kahn, Matthew E. & Rappaport, Jordan, 2008. "Why do the poor live in cities The role of public transportation," Journal of Urban Economics, Elsevier, vol. 63(1), pages 1-24, January.
    56. Fujita,Masahisa, 1991. "Urban Economic Theory," Cambridge Books, Cambridge University Press, number 9780521396455, September.
    57. Treb Allen & Costas Arkolakis, 2014. "Trade and the Topography of the Spatial Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1085-1140.
    58. Victor Couture & Cecile Gaubert & Jessie Handbury & Erik Hurst, 2019. "Income Growth and the Distributional Effects of Urban Spatial Sorting," NBER Working Papers 26142, National Bureau of Economic Research, Inc.
    59. Montesano, Aldo, 1972. "A restatement of Beckmann's model on the distribution of urban rent and residential density," Journal of Economic Theory, Elsevier, vol. 4(2), pages 329-354, April.
    60. Jeffery Racine & Jeffrey Hart & Qi Li, 2006. "Testing the Significance of Categorical Predictor Variables in Nonparametric Regression Models," Econometric Reviews, Taylor & Francis Journals, vol. 25(4), pages 523-544.
    61. Epple, Dennis & Nechyba, Thomas, 2004. "Fiscal decentralization," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 55, pages 2423-2480, Elsevier.
    62. Yusak Susilo & Kees Maat, 2007. "The influence of built environment to the trends in commuting journeys in the Netherlands," Transportation, Springer, vol. 34(5), pages 589-609, September.
    63. Hartwick, John & Schweizer, Urs & Varaiya, Pravin, 1976. "Comparative statics of a residential economy with several classes," Journal of Economic Theory, Elsevier, vol. 13(3), pages 396-413, December.
    64. Patrick Legros & Andrew F. Newman, 2002. "Monotone Matching in Perfect and Imperfect Worlds," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(4), pages 925-942.
    65. Dennis Epple & Brett Gordon & Holger Sieg, 2010. "Drs. Muth And Mills Meet Dr. Tiebout: Integrating Location‐Specific Amenities Into Multi‐Community Equilibrium Models," Journal of Regional Science, Wiley Blackwell, vol. 50(1), pages 381-400, February.
    66. Koopmans, Carl & Rietveld, Piet & Huijg, Aart, 2012. "An accessibility approach to railways and municipal population growth, 1840–1930," Journal of Transport Geography, Elsevier, vol. 25(C), pages 98-104.
    67. Small, Kenneth A., 2012. "Valuation of travel time," Economics of Transportation, Elsevier, vol. 1(1), pages 2-14.
    68. Duranton, Gilles & Puga, Diego, 2015. "Urban Land Use," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 467-560, Elsevier.
    69. Ritzen, Jozef M. M. & van Dommelen, Jan & De Vijlder, Frans J., 1997. "School finance and school choice in the Netherlands," Economics of Education Review, Elsevier, vol. 16(3), pages 329-335, June.
    70. Jacques-François Thisse & Matthew Turner & Philip Ushchev, 2021. "A Unified Theory of Cities," NBER Working Papers 29078, National Bureau of Economic Research, Inc.
    71. van Ommeren, Jos N. & Gutiérrez-i-Puigarnau, Eva, 2011. "Are workers with a long commute less productive? An empirical analysis of absenteeism," Regional Science and Urban Economics, Elsevier, vol. 41(1), pages 1-8, January.
    72. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    73. Joseph G. Altonji & Todd E. Elder & Christopher R. Taber, 2005. "An Evaluation of Instrumental Variable Strategies for Estimating the Effects of Catholic Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 791-821.
    74. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    75. Black, Dan A. & Kolesnikova, Natalia & Taylor, Lowell J., 2014. "Why do so few women work in New York (and so many in Minneapolis)? Labor supply of married women across US cities," Journal of Urban Economics, Elsevier, vol. 79(C), pages 59-71.
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    More about this item

    Keywords

    Cities; Social stratification; Income; Amenities; Commuting;
    All these keywords.

    JEL classification:

    • R14 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Land Use Patterns
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population
    • R53 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Public Facility Location Analysis; Public Investment and Capital Stock
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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