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Can large cities explain the aggregate movements of economies? Testing the ‘granular hypothesis’ for US counties

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  • Fernando Rubiera-Morollón
  • Ignacio del Rosal
  • Alberto Díaz-Dapena

Abstract

The concentration of economic activity across space is a stylized fact of the literature in regional and urban economics. In the case of the United States (US), only 35 counties at the top of the distribution, out of a total of 3,138, generate more than one third of the country’s total personal income. Furthermore, US urban structure follows Zipf’s law. Under these conditions of concentration, we should presumably find some kind of granular hypothesis as suggested by Gabaix (Econometrica 79(3):733–772, 2011 ). This hypothesis means that the idiosyncratic behavior of the large units should be capable of explaining a significant part of the aggregate shocks. Gabaix found evidence to corroborate this hypothesis for firms: the idiosyncratic movements of the 100 largest firms in the US appear to explain about one third of the variations in output growth. In this paper we analyze whether this behavior is present in the case of urban concentration, as can be expected taking into account the degree of spatial concentration in the economy. We use data from the Bureau of Economic Analysis on personal income, which is disaggregated at a local level, US counties, from 1969 to 2011. The granular residual of the largest cities is calculated and used to explain the US aggregate economic evolution. The overall results provide support for the granular hypothesis: the idiosyncratic shocks to the top counties can explain a significant fraction of the volatility of US aggregate data. Copyright Springer-Verlag Berlin Heidelberg 2015

Suggested Citation

  • Fernando Rubiera-Morollón & Ignacio del Rosal & Alberto Díaz-Dapena, 2015. "Can large cities explain the aggregate movements of economies? Testing the ‘granular hypothesis’ for US counties," Letters in Spatial and Resource Sciences, Springer, vol. 8(2), pages 109-118, July.
    • Handle: RePEc:spr:lsprsc:v:8:y:2015:i:2:p:109-118
    DOI: 10.1007/s12076-014-0116-0
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    1. Eaton, Jonathan & Eckstein, Zvi, 1997. "Cities and growth: Theory and evidence from France and Japan," Regional Science and Urban Economics, Elsevier, vol. 27(4-5), pages 443-474, August.
    2. Rafael González‐Val, 2010. "The Evolution Of U.S. City Size Distribution From A Long‐Term Perspective (1900–2000)," Journal of Regional Science, Wiley Blackwell, vol. 50(5), pages 952-972, December.
    3. Baldwin, Richard E. & Martin, Philippe, 2004. "Agglomeration and regional growth," 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 60, pages 2671-2711, Elsevier.
    4. Jan Eeckhout, 2004. "Gibrat's Law for (All) Cities," American Economic Review, American Economic Association, vol. 94(5), pages 1429-1451, December.
    5. Xavier Gabaix & Rustam Ibragimov, 2011. "Rank - 1 / 2: A Simple Way to Improve the OLS Estimation of Tail Exponents," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(1), pages 24-39, January.
    6. Philippe Martin & Gianmarco I.P. Ottaviano, 2021. "Growing locations: Industry location in a model of endogenous growth," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 1, pages 3-24, World Scientific Publishing Co. Pte. Ltd..
    7. Xavier Gabaix, 2009. "Power Laws in Economics and Finance," Annual Review of Economics, Annual Reviews, vol. 1(1), pages 255-294, May.
    8. Xavier Gabaix, 2011. "The Granular Origins of Aggregate Fluctuations," Econometrica, Econometric Society, vol. 79(3), pages 733-772, May.
    9. Xavier Gabaix, 1999. "Zipf's Law for Cities: An Explanation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(3), pages 739-767.
    10. Chen, Yanguang, 2012. "The rank-size scaling law and entropy-maximizing principle," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(3), pages 767-778.
    11. Gabaix, Xavier & Ioannides, Yannis M., 2004. "The evolution of city size distributions," 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 53, pages 2341-2378, Elsevier.
    12. Yanguang Chen, 2011. "Modeling Fractal Structure of City-Size Distributions Using Correlation Functions," PLOS ONE, Public Library of Science, vol. 6(9), pages 1-9, September.
    13. Gabaix, Xavier & Ibragimov, Rustam, 2011. "Rank − 1 / 2: A Simple Way to Improve the OLS Estimation of Tail Exponents," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(1), pages 24-39.
    14. Henderson, Vernon, 2003. "The Urbanization Process and Economic Growth: The So-What Question," Journal of Economic Growth, Springer, vol. 8(1), pages 47-71, March.
    15. Henderson, J. Vernon & Wang, Hyoung Gun, 2007. "Urbanization and city growth: The role of institutions," Regional Science and Urban Economics, Elsevier, vol. 37(3), pages 283-313, May.
    16. 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.
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    2. Rares Halbac-Cotoara-Zamfir & Sirio Cividino & Gianluca Egidi & Rosanna Salvia & Luca Salvati, 2020. "Rapidity of Change in Population Age Structures: A Local Approach Based on Multiway Factor Analysis," Sustainability, MDPI, vol. 12(7), pages 1-13, April.

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    More about this item

    Keywords

    Urban concentration; Granular hypothesis; Personal income; United States; R11; R12; E32;
    All these keywords.

    JEL classification:

    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles

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