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Rocketing rents: The magnitude and attenuation of agglomeration economies using commercial rents and micro-data

  • Hans Koster

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    In this paper I measure the impact of urbanisation and localisation economies on commercial rents (offices and industrial buildings) using unique micro-data on both commercial property transactions, as well as all firm (establishment) locations. I add to the literature in three important ways. First, I use measures of urbanisation and localisation that are continuous over space to overcome the modifiable areal unit problem. More specifically, I estimate kernel employment densities that are continuous over space. Second, to distinguish agglomeration economies from unobserved endowments, I include postcode fixed effects (about the size of a census block) and use temporal variation in densities to measure the impact of urbanisation and localisation economies on commercial property values, assuming that unobserved endowments are time-invariant. To relax the latter assumption I also test robustness by including time-variant endowments (e.g. new station openings, changes in land use) and region-year fixed effects. This is arguably preferable over standard IV approaches using on long-lagged instruments, which may be invalid. Third, I determine the spatial extent of agglomeration economies. Using a cross-validation procedure, the spatial decay parameter is estimated within the model. The results show that urbanisation economies, rather than localisation economies, have a considerable impact on rents: a standard deviation increase in employment density leads to an increase in rents of about 10 percent. This effect is larger in magnitude than estimates of agglomeration economies using wages, suggesting that agglomeration economies mainly capitalise in rents. The geographical extent of these benefits is about 15 kilometres and very robust across different specifications. So, urbanisation economies seem to mainly take place at a city or municipality-level, rather than at a more aggregate level. I furthermore show that the bias of ignoring unobserved endowments seems to be rather small. JEL-code ― R30, R33 Keywords ― commercial buildings; hedonic pricing; agglomeration economies; spatial decay; kernel densities

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    Paper provided by European Regional Science Association in its series ERSA conference papers with number ersa12p892.

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    Date of creation: Oct 2012
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    Handle: RePEc:wiw:wiwrsa:ersa12p892
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    1. William Kerr & Edward Glaeser & Glenn Ellison, 2007. "What Causes Industry Agglomeration? Evidence from Coagglomeration Patterns," Working Papers 07-13, Center for Economic Studies, U.S. Census Bureau.
    2. Amiti, Mary & Cameron, Lisa, 2004. "Economic Geography and Wages," CEPR Discussion Papers 4234, C.E.P.R. Discussion Papers.
    3. Mohammad Arzaghi & J. Vernon Henderson, 2008. "Networking off Madison Avenue," Review of Economic Studies, Oxford University Press, vol. 75(4), pages 1011-1038.
    4. Dekle, Robert & Eaton, Jonathan, 1999. "Agglomeration and Land Rents: Evidence from the Prefectures," Journal of Urban Economics, Elsevier, vol. 46(2), pages 200-214, September.
    5. Gilles Duranton & Laurent Gobillon & Henry G. Overman, 2011. "Assessing the Effects of Local Taxation using Microgeographic Data," Economic Journal, Royal Economic Society, vol. 121(555), pages 1017-1046, 09.
    6. Gilles Duranton & Vassilis Monastiriotis, 2002. "Mind the Gaps: The Evolution of Regional Earnings Inequalities in the U.K., 1982-1997," Journal of Regional Science, Wiley Blackwell, vol. 42(2), pages 219-256.
    7. Pierre-Philippe Combes & Gilles Duranton & Laurent Gobillon, 2010. "The Identification of Agglomeration Economies," Working Papers halshs-00535593, HAL.
    8. Duranton, Gilles & Overman, Henry G, 2002. "Testing for Localization Using Micro-Geographic Data," CEPR Discussion Papers 3379, C.E.P.R. Discussion Papers.
    9. Piet Eichholtz & Nils Kok & John M. Quigley, 2010. "Doing Well by Doing Good? Green Office Buildings," American Economic Review, American Economic Association, vol. 100(5), pages 2492-2509, December.
    10. Briant, A. & Combes, P.-P. & Lafourcade, M., 2010. "Dots to boxes: Do the size and shape of spatial units jeopardize economic geography estimations?," Journal of Urban Economics, Elsevier, vol. 67(3), pages 287-302, May.
    11. Timothy J. Bartik, 1991. "The Effects of Metropolitan Job Growth on the Size Distribution of Family Income," Upjohn Working Papers and Journal Articles 91-06, W.E. Upjohn Institute for Employment Research.
    12. Andersson, Fredrik & Burgess, Simon & Lane, Julia I., 2007. "Cities, matching and the productivity gains of agglomeration," Journal of Urban Economics, Elsevier, vol. 61(1), pages 112-128, January.
    13. Patrick J. Bayer & Christopher D. Timmins, 2004. "Estimating Equilibrium Models of Sorting Across Locations," Yale School of Management Working Papers ysm415, Yale School of Management.
    14. Antonio Ciccone & Robert E. Hall, 1995. "Productivity and the density of economic activity," Economics Working Papers 120, Department of Economics and Business, Universitat Pompeu Fabra.
    15. 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.
    16. Ellison, G. & Glaeser, E.L., 1994. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Working papers 94-27, Massachusetts Institute of Technology (MIT), Department of Economics.
    17. Anas, Alex & Arnott, Richard & Small, Kenneth A., 1997. "Urban Spatial Structure," University of California Transportation Center, Working Papers qt835049q3, University of California Transportation Center.
    18. Ciccone, Antonio, 2002. "Agglomeration effects in Europe," European Economic Review, Elsevier, vol. 46(2), pages 213-227, February.
    19. Steven Farber & Antonio Páez, 2007. "A systematic investigation of cross-validation in GWR model estimation: empirical analysis and Monte Carlo simulations," Journal of Geographical Systems, Springer, vol. 9(4), pages 371-396, December.
    20. J Vernon Henderson & James Davis, 2004. "The Agglomeration of Headquarters," Working Papers 04-02, Center for Economic Studies, U.S. Census Bureau.
    21. Matthew P. Drennan & Hugh F. Kelly, 2011. "Measuring urban agglomeration economies with office rents," Journal of Economic Geography, Oxford University Press, vol. 11(3), pages 481-507, May.
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