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The Neighborhood or the Region? Untangling the density-productivity relationship using geocoded data

Author

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  • Larsson, Johan P.

    (Centre for Entrepreneurship and Spatial Economics (CEnSE), Jönköping International Business School.)

Abstract
I analyze the effects of sub-city level density of economic activity on worker productivity. Using a geocoded dataset on employment and wages in the city areas of Sweden, the analysis is based on squares representing “neighborhoods” (0.0625 km2), “districts” (1 km2), and “agglomerations” (10 km2). The wage-density elasticity depends crucially on spatial resolution, with the elasticity being highest in neighborhood squares. The results are consistent with i) the existence of a localized density spillover effect and ii) quite sharp attenuation of human capital spillovers. An implication of the findings is that if the data source is not sufficiently disaggregated, analyses of the density-productivity link risk understating the benefits of working in dense parts of regions, such as the central business districts.

Suggested Citation

  • Larsson, Johan P., 2013. "The Neighborhood or the Region? Untangling the density-productivity relationship using geocoded data," Working Paper Series in Economics and Institutions of Innovation 318, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    • Handle: RePEc:hhs:cesisp:0318
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    References listed on IDEAS

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    1. Alexandre Mas & Enrico Moretti, 2009. "Peers at Work," American Economic Review, American Economic Association, vol. 99(1), pages 112-145, March.
    2. Helsley, Robert W. & Strange, William C., 1990. "Matching and agglomeration economies in a system of cities," Regional Science and Urban Economics, Elsevier, vol. 20(2), pages 189-212, September.
    3. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon & Sébastien Roux, 2010. "Estimating Agglomeration Economies with History, Geology, and Worker Effects," NBER Chapters, in: Agglomeration Economics, pages 15-66, National Bureau of Economic Research, Inc.
    4. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    5. Boyan Jovanovic & Rafael Rob, 1989. "The Growth and Diffusion of Knowledge," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 56(4), pages 569-582.
    6. Nicola Gennaioli & Rafael La Porta & Florencio Lopez-de-Silanes & Andrei Shleifer, 2013. "Human Capital and Regional Development," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 105-164.
    7. Glaeser, Edward L., 1999. "Learning in Cities," Journal of Urban Economics, Elsevier, vol. 46(2), pages 254-277, September.
    8. Rosenthal, Stuart S. & Strange, William C., 2001. "The Determinants of Agglomeration," Journal of Urban Economics, Elsevier, vol. 50(2), pages 191-229, September.
    9. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    10. Roberta Capello, 2002. "Entrepreneurship and spatial externalities: Theory and measurement," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 36(3), pages 387-402.
    11. Mohammad Arzaghi & J. Vernon Henderson, 2008. "Networking off Madison Avenue," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1011-1038.
    12. 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.
    13. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    14. Rauch James E., 1993. "Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities," Journal of Urban Economics, Elsevier, vol. 34(3), pages 380-400, November.
    15. William Alonso, 1960. "A Theory Of The Urban Land Market," Papers in Regional Science, Wiley Blackwell, vol. 6(1), pages 149-157, January.
    16. William C. Strange, 2009. "Viewpoint: Agglomeration research in the age of disaggregation," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 42(1), pages 1-27, February.
    17. Andersson, Martin & Klaesson, Johan & P. Larsson, Johan, 2012. "How Local are Spatial Density Externalities? evidence from square grid data," Papers in Innovation Studies 2012/10, Lund University, CIRCLE - Centre for Innovation Research.
    18. Jacob A. Mincer, 1974. "Schooling and Earnings," NBER Chapters, in: Schooling, Experience, and Earnings, pages 41-63, National Bureau of Economic Research, Inc.
    19. Martin Andersson & Johan Klaesson & Johan P Larsson, 2014. "The sources of the urban wage premium by worker skills: Spatial sorting or agglomeration economies?," Papers in Regional Science, Wiley Blackwell, vol. 93(4), pages 727-747, November.
    20. Börje Johansson & Johan Klaesson & Michael Olsson, 2003. "Commuters’ non-linear response to time distances," Journal of Geographical Systems, Springer, vol. 5(3), pages 315-329, November.
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    Cited by:

    1. Ahlfeldt, Gabriel M. & Pietrostefani, Elisabetta, 2019. "The economic effects of density: A synthesis," Journal of Urban Economics, Elsevier, vol. 111(C), pages 93-107.
    2. Nabavi, Pardis, 2015. "Increasing Wage Gap, Spatial Structure and Market Access: Evidence from Swedish Micro Data," Working Paper Series in Economics and Institutions of Innovation 409, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    3. Özge Öner, 2017. "Retail city: the relationship between place attractiveness and accessibility to shops," Spatial Economic Analysis, Taylor & Francis Journals, vol. 12(1), pages 72-91, January.
    4. Öner, Özge, 2014. "Retail Productivity: Investigating the Influence of Market Size and Regional Hierarchy," Working Paper Series 1047, Research Institute of Industrial Economics.
    5. Martin Andersson & Johan P Larsson & Joakim Lundblad, 2015. "The Productive City Needs both - localization and urbanization economies across spatial scales in the city," ERSA conference papers ersa15p385, European Regional Science Association.
    6. Martin Andersson & Johan P. Larsson, 2022. "Mysteries of the trade? Skill-specific local agglomeration economies," Regional Studies, Taylor & Francis Journals, vol. 56(9), pages 1538-1553, September.

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    More about this item

    Keywords

    Density; productivity; spatial dependence; geo-coded data; neighborhood effects; human capital; agglomeration economies;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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