The characteristics and evolution of the Brazilian spatial urban system: empirical evidences for the long-run, 1970-2010
In this paper we use spatial analysis and spatial econometrics methods to assess some empirical issues on the size distribution of the Brazilian Urban System. The main novelty is the long historical period of analysis which includes all the demographic censuses from 1940. More specifically, we describe the spatial distribution of the Brazilian cities, as well as its temporal evolution; we test test Zipf’s Law in its original and spatial version, and we use Markov Chains analysis in order to shed some light on the dynamics of the cities within the urban system. We introduce spatial dependence in both Zipf’s law estimation and Markov chain framework in order to capture the influence of the geographical environment on the relative position and mobility of the cities within the urban system. Our estimates for the Pareto coefficient were quite different for OLS and spatial models suggesting the inconsistency of OLS estimates in the non-spatial models. For the full sample of municipalities the Pareto coefficient is much smaller than 1, which features a polarized urban structure. Municipalities with urban population above the average show a less concentrated urban structure and seem to confirm Zipf law. Traditional Markov chain analysis indicates a high stability and low mobility inter-class over time confirming that, with rare exceptions, radical changes in urban population size are uncommon. Results for the Spatial Markov matrix show that municipalities with more populous neighbors are more likely to grow.
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- Luis Lanaspa & Fernando Pueyo & Fernando Sanz, 2002. "Evolution of the Spanish Urban Structure During the Twentieth Century," Documentos de Trabajo dt2002-01, Facultad de Ciencias Económicas y Empresariales, Universidad de Zaragoza.
- 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.
- Jonathan Eaton & Zvi Eckstein, 1994. "Cities and Growth: Theory and Evidence from France and Japan," NBER Working Papers 4612, National Bureau of Economic Research, Inc.
- Jonathan Eaton & Zvi Eckstein, 1994. "Cities and Growth: Theory and Evidence from france and Japan," Boston University - Institute for Economic Development 36, Boston University, Institute for Economic Development.
- Anderson, Gordon & Ge, Ying, 2005. "The size distribution of Chinese cities," Regional Science and Urban Economics, Elsevier, vol. 35(6), pages 756-776, November.
- 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.
- Xavier Gabaix & Yannis M. Ioannides, 2003. "The Evolution of City Size Distributions," Discussion Papers Series, Department of Economics, Tufts University 0310, Department of Economics, Tufts University.
- Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2010. "A Spatial Cliff-Ord-Type Model With Heteroskedastic Innovations: Small And Large Sample Results," Journal of Regional Science, Wiley Blackwell, vol. 50(2), pages 592-614.
- Irani Arraiz & David M. Drukker & Harry H. Kelejian & Ingmar R. Prucha, 2008. "A Spatial Cliff-Ord-type Model with Heteroskedastic Innovations: Small and Large Sample Results," CESifo Working Paper Series 2485, CESifo Group Munich.
- Soo, Kwok Tong, 2005. "Zipf's Law for cities: a cross-country investigation," Regional Science and Urban Economics, Elsevier, vol. 35(3), pages 239-263, May.
- Kwok Tong Soo, 2004. "Zipfs Law for Cities: A Cross Country Investigation," CEP Discussion Papers dp0641, Centre for Economic Performance, LSE.
- Kwok Tong Soo, 2004. "Zipf's law for cities: a cross country investigation," LSE Research Online Documents on Economics 19947, London School of Economics and Political Science, LSE Library.
- Fingleton, Bernard, 1997. "Specification and Testing of Markov Chain Models: An Application to Convergence in the European Union," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 59(3), pages 385-403, August.
- Yoshihiko Nishiyama & Susumu Osada & Yasuhiro Sato, 2008. "OLS ESTIMATION AND THE "t" TEST REVISITED IN RANK-SIZE RULE REGRESSION," Journal of Regional Science, Wiley Blackwell, vol. 48(4), pages 691-716.
- Duncan Black & Vernon Henderson, 2003. "Urban evolution in the USA," Journal of Economic Geography, Oxford University Press, vol. 3(4), pages 343-372, October.
- Duncan Black and Vernon Henderson, 1998. "Urban Evolution in the USA," Working Papers 98-21, Brown University, Department of Economics.
- Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
- Piras, Gianfranco, 2010. "sphet: Spatial Models with Heteroskedastic Innovations in R," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 35(i01).
- Xavier Gabaix, 1999. "Zipf's Law for Cities: An Explanation," The Quarterly Journal of Economics, Oxford University Press, vol. 114(3), pages 739-767. Full references (including those not matched with items on IDEAS)
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