Abstract
This paper examines the determinants of agglomeration by seeking the patterns of urbanization economies and localization economies in the Istanbul metropolitan area (IMA). The research is developed in two steps. The first step is the measurement of concentration levels for the IMA; the Ellison–Glaeser localization index (EGI) is applied to the 22 manufacturing sector (2-digit level) at three different geographical levels. The second step is to determine the structural pattern of agglomeration. By regressing the Ellison–Glaeser localization index values on proxies for urbanization and localization economies, the determinants of agglomeration are demonstrated. The determinants of agglomeration are estimated by 12 different two-stage OLS regressions. While three of these regressions represent the agglomeration factors at each geographical level, the other nine equations represent the agglomeration factors at the industry-specific level. The results suggest that urbanization economies have a strong effect on agglomeration both at the geographical level and industry-specific level. It is noticed that density, market area potential, and labor market potential are the most effective proxies for urbanization economies on agglomeration. The effects of localization economies are consistent with Marshall for labor pooling and manufactured input. However, the results do not provide any evidence that knowledge spillovers have an influence on agglomeration in this case.
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References
Audretsch DB, Feldman MP (1996) R&D spillovers and the geography of innovation and production. Am Econ Rev 86(3): 630–640
Barrios S, Bertinelli L, Strobl E, Teixeria AC (2005) The dynamics of agglomeration: evidence from Ireland and Portugal. J Urban Econ 57: 170–188
Bertinelli L, Decrop J (2005) Geographical agglomeration: Ellison and Gleaser’s index applied to the case of Belgian manufacturing industry. Reg Stud 39(5): 567–583
Combes P-P, Overman HG (2003) The spatial distributions of economic activities in the European Union. In: Henderson JV, Thisse J-F (eds) Handbook of regional and urban economics, vol 4. North Holland, Amsterdam
Devereux MP, Griffith R, Simpson H (2004) The geographic distribution of production activity in the UK. Reg Sci Urban Econ 34: 533–564
Dumanis G, Ellison G, Gleaser EL (2002) Geographic concentration as a dynamic process. Rev Econ Stat 84(2): 193–204
Ellison G, Gleaser EL (1994) Geographic concentration in U.S. manufacturing industries: a dartboard approach, National Bureau of Economic Research. Working paper no. 4840
Ellison G, Glaeser EL (1997) Geographic concentration in U.S. manufacturing industries: a dartboard approach. J Polit Econ 105(5): 889–927
Ellison G, Glaeser EL (1999) The geographic concentration of industry: does natural advantage explain agglomeration?. Am Econ Rev 89(2): 311–316
Enright MJ (1993) The determinants of geographic concentration in industry. Working paper no. 93-052, Division of Research, Harvard Business School
Enright MJ (1994) Organization and coordination in geographically concentrated industries. In: Raff D, Lamoraux NR (eds) Coordination and information: historical perspectives on the organization of enterprise. Chicago University Press for NBER, Chicago, pp 103–142
Fujita M (1988) A monopolistic competition model of spatial agglomeration. Reg Sci Urban Econ 18: 87–124
Fujita M, Krugman P (1995) When is the economy monocentric? von Thünen and Chamberlin unified. Reg Sci Urban Econ 25: 505–528
Fujita M, Krugman P, Venables AJ (1999a) The spatial economy. Cities, regions and international trade. MIT Press, Cambridge
Fujita M, Krugman P, Mori T (1999b) On the evolution of hierarchical urban systems. Eur Econ Rev 43: 209–251
Fujita M, Mori T (2005) Frontiers of the new economic geography RSAI 2005. Blackwell, London, pp 377–405
Fujita M, Thisse J-F (1996) Economics of agglomeration. J Jpn Int Econ 10: 339–378
Ge Y (2006) Regional inequality, industry agglomeration and foreign trade: the case of China, United Nations University, World Institute for Development Economics Research. Research paper no. 2006/105
Gibbs RM, Bernat GA (1997) Rural industry clusters raise local earnings. Rural Dev Perspect 12(3): 18–25
Glaeser EL, Kallal HD, Scheinkman JA, Shleifer A (1992) Growth in cities. J Polit Econ 100(6): 1126– 1152
Glazer A, Gradstein M, Ranjan P (2003) Consumption variety and urban agglomeration. Reg Sci Urban Econ 33: 653–661
Guimaraes P, Figueiredo O, Woodward D (2000) Agglomeration and the location of foreign direct investment in Portugal. J Urban Econ 47: 115–135
D (1954) The market as a factor in the localization of industry in the United States. Ann Assoc Am Geogr 64: 315–348
Henderson V, Kuncoro A, Turner M (1995) Industrial development in cities. J Polit Econ 103(5): 1067–1090
Holmes TJ, Stevens JJ (2003) Spatial distributions of economic activities in North America. In: Henderson JV, Thisse J-F (eds) Handbook of regional and urban economics, vol 4. North Holland, Amsterdam
Ioannides Y, Overman HG (2004) Spatial evolution of the US urban system. J Econ Geogr 4: 131–156
ISO (Istanbul Chamber of Industry) (2004). Tüm üye sanayi kuruluşları verileri (All manufacturing sector members’ data)
Kim S (1995) Expansion of markets and the geographic distribution of economic activities: the trends in U.S. regional manufacturing structure 1860–1987. Q J Econ 110(4): 881–908
Kim S, Barkley DL, Henry MS (2000) Industry characteristics links to establishment concentrations in nonmetropolitan areas. J Reg Sci 40(2): 231–259
Krugman P (1993) First nature, second nature and the metropolitan location. J Reg Sci 33(2): 129–144
Mare DC (2005) Concentration, specialization and agglomeration of Firms in New Zealand, MOTU Economic and Public Policy Research. Working paper 05-12
Marshall A (1997) Principles of economics. Prometheus Books, Buffalo
Parr JB (2002) Agglomeration economies: ambiguities and confusions. Environ Plann A 34: 717–731
Rosenthal SS, Strange WC (2001) The determinants of agglomeration. J Urban Econ 50: 191–229
Sedgley N, Elmslie B (2004) The geographic concentration of knowledge: scale, agglomeration, and congestion in innovation across U.S. states. Int Reg Sci Rev 27(2): 111–137
Smith DF, Florida R (1994) Agglomeration and industrial location: an econometric analysis of Japanese-Affiliated manufacturing establishments in automotive-related industries. J Urban Econ 36: 23–41
Sohn J (2004) Do birds of a feather flock together? Economic linkage and geographic proximity. Ann Reg Sci 38: 47–73
Sohn J, Kim TJ, Hewings GJD (2003) Information technology and urban spatial structure: a comparative analysis of the Chicago and Seoul regions. Ann Reg Sci 37: 447–462
Strange W, Hejazi W, Tang J (2006) The uncertain city: competitive instability, skills, innovation and the strategy of agglomeration. J Urban Econ 59: 331–351
TUIK (Turkish Statistical Institute) (2000). Genel nufus sayımı (Census)
TUIK (Turkish Statistical Institute) (2002). İmalat sanayi verileri (Manufacturing sector data)
van Oort FG, Atzema OALC (2004) On the conceptualization of agglomeration economies: the case of new firm formation in the Dutch ICT sector. Ann Reg Sci 38: 263–290
Wheaton WC, Lewis MJ (2002) Urban wages and labor market agglomeration. J Urban Econ 51: 542–562
Wheeler CH (2006) Productivity and the geographic concentration of industry: the role of plant scale. Reg Sci Urban Econ 36(3): 313–330
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The research for the paper was completed while Alkay was a visiting scholar at the University of Illinois.
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Alkay, E., Hewings, G.J.D. The determinants of agglomeration for the manufacturing sector in the Istanbul metropolitan area. Ann Reg Sci 48, 225–245 (2012). https://doi.org/10.1007/s00168-010-0370-z
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DOI: https://doi.org/10.1007/s00168-010-0370-z