Abstract
The objective of this work is to study employment growth and its determinants in Spain at a high degree of spatial disaggregation. The impossibility of obtaining GDP data at the local scale makes this a particularly interesting issue, as employment growth can be used as a proxy for local economic growth—and can therefore be expected to provide some insight into the factors associated with local economic performance. Based upon the theories of New Economic Geography (NEG), we first analyse the influence of population size and location on employment growth. As well as considering the Euclidean distance to the main metropolitan areas—the traditional way to control for distance—we also consider the incremental distances, a novel approach that connects this work with the literature on the hierarchy of cities. We also examine the traditional socio-economic growth factors such as education, degree of diversification and sectoral structure. Results show that geographical factors in Spain are especially relevant in the understanding of local employment growth, explaining better than traditional socio-economic characteristics why some areas grow faster. We also examine how different are the patterns of rural and urban areas and introduce spatial auto-regressive models.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Notes
- 1.
Administratively, Spain is divided into 8106 municipalities that, excluding Ceuta and Melilla, are aggregated into 50 provinces (NUTS III level); those 50 provinces are again aggregated into seventeen Autonomous Communities or NUTS II regions of very different population sizes. The number of municipalities also varies widely within each province and ranges from 34 in Las Palmas to 371 municipalities in Burgos.
- 2.
Our intuition is that the educational level effect on overall employment growth might be biased by the effect of the rural LLMs, where having a pool of highly educated labour force does not necessarily imply that the area offers high qualified jobs and/or experiences high rates of employment growth.
- 3.
References
Anselin, L. (1988). Spatial econometrics: Methods and models. Boston: Kluwer Academic Publishers.
Anselin, L. (2003). Spatial externalities, spatial multipliers, and spatial econometrics. International Regional Science Review, 26(2), 153–166.
Anselin, L., Florax, R. J. G. M., & Rey, S. J. (Eds.). (2004). Advances in spatial econometrics: Methodology tools and applications. Berlin: Springer.
Barro, R. J., & Sala-i-Martin, X. (1995). Economic growth. Boston: McGraw Hill.
Beckstead, D., & Brown, W. M. (2003). From Labrador city to Toronto: The industrial diversity of Canadian cities, 1992 to 2002. In Statistics Canada (Ed.), Insights on the Canadian economy (Vol. 3). Ontario.
Blien, U., Suedekum, J., & Wolf, K. (2006). Local employment growth in West Germany: A dynamic panel approach. Labour Economics, 13(4), 445–458.
Boix, R., & y Galletto, V. (2004). Identificación de Sistemas Locales de Trabajo y Distritos Industriales en España. Dirección General de Política para la Pequeña y Mediana Empresa. Mimeo. Madrid.
Christaller, W. (1935). Die Zentralen Orte in Süddeutschland. Jena: Fischer.
Cliff, A. D., & Ord, J. K. (1981). Spatial processes: Models and applications. London: Pion.
CNIG. (2001). Mapas Digitales de los Municipios Españoles. Centro Nacional de Información Geográfica, Ministerio de Fomento. https://centrodedescargas.cnig.es/CentroDescargas/equipamiento/BD_Municipios-Entidades.zip. Accessed 13 Dec 2011.
Coffey, W. J., & Polèse, M. (1988). Locational shifts in Canadian employment, 1971–1981: Decentralization versus decongestion. The Canadian Geographer, 32(3), 248–256.
Coffey, W. J., & Shearmur, R. (1996). Employment growth and change in the Canadian urban system. Ottawa: Canadian Policy Research Networks.
Cooke, P., Heindenreich, M., & Braczyk, H. J. (2004). Regional innovation systems: The role of governance in a globalized word. London: Routledge.
Davis, D. R., & Weinstein, D. E. (2002). Technological superiority and the losses from migration. National Bureau of Economic Research Working Paper Series No. 8971. https://www.nber.org/papers/w8971. Accessed 3 Jan 2012.
Doloreux, D., Shearmur, R., & Filion, P. (2001). Learning and innovation: Implications for regional policy. An introduction. Canadian Journal of Regional Science, 24(1), 5–11.
Eisinger, P. K. (1988). The rise of the entrepreneurial state: State and local economic development policy in the United States. Madison: The University of Wisconsin Press.
Florida, R. (2002). The rise of the creative class. New York: Basic Books.
Fox, K. A., & Kumar, T. K. (1965). The functional economic area: Delineation and implications for economic analysis and policy. Papers of the Regional Science Association, 15(1), 57–85.
Freeman, D. G. (2001). Sources of fluctuation in regional growth. The Annals of Regional Science, 35(2), 266–294.
Galaway, B., & Hudson, J. (Eds.). (1994). Community economic development: Perspectives on research and policy. New York: Thompson.
Griffith, D. A. (1988). Advanced spatial statistics: Special topics in the exploration of quantitative spatial series. Dordrecht: Kluwer.
Griffith, D. A. (2003). Spatial autocorrelation and spatial filtering: Gaining understanding through theory and scientific visualization. New York: Springer.
Gutierrez, D., Rubiera, F., & Viñuela, A. (2019). Determinants of immigrants concentration at local level in Spain: Why size and position still matter. Population, Space and Place (forthcoming).
Gutierrez, D., Rubiera, F., & Viñuela, A. (2018). Ageing places in an ageing country: The local dynamics of elderly population in Spain. Tijdschrift voor economische en sociale geografie—Journal of Economic and Social Geography, 109(3), 332–349.
Haining, R. (1990). The use of added variable plots in regression modelling with spatial data. The Professional Geographer, 42, 336–344.
Henderson, V. (2003). Marshall’s scale economies. Journal of Urban Economics, 53, 1–28.
Hummels, D. (1999). Have international transportation cost declined? mimeo, University of Chicago.
INE (2007) Censo de Población, 2001. Instituto Nacional de Estadística. https://www.ine.es/jaxi/menu.do?type=pcaxis&path=%2Ft20%2Fe243&file=inebase&L=0. Accessed 26 Nov 2011.
Jacobs, J. (1984). Cities and the wealth of nations. New York: Vintage.
Keating, M. (1993). The politics of modern Europe: The state and political authority in the major democracies. Aldershot: Edward Elgar.
Krugman, P. R. (1995). Development, geography, and economic theory. Cambridge: The MIT Press.
LeSage, J. P., & Pace, R. K. (2009). Introduction to spatial econometrics. Florida: Taylor & Francis.
Lösch, A. (1938). The nature of economic regions. Southern Economic Journal, 5(1), 71–78.
Mackay, R. R. (2003). Twenty-five years of regional development. Regional Studies, 37(3), 303–317.
Malecki, E., & Oinas, P. (1999). Making connections technological learning and regional economic change. Aldershot: Ashgate.
Markusen, A. (1996). Sticky places in slippery space: A typology of industrial districts. Economic Geography, 72(3), 293–313.
Markusen, A. (1999). Fuzzy concepts, scanty evidence, policy distance: The case for rigour and policy relevance in critical regional studies. Regional Studies, 33(9), 869–884.
Martin, R., & Sunley, P. (1998). Slow convergence? The new endogenous growth theory and regional development. Economic Geography, 74, 201–227.
Massey, D. B. (1995). Spatial divisions of labour: Social structures and the geography of production. New York: Routledge.
Meyer, J. R. (1963). Regional economics: A survey. The American Economic Review, 53, 19–54.
Parr, J. (2001). Regional economic planning: learning from past experience. In D. Felsenstein, R. McQuaid, P. McCann & D. Shefer (Eds.), Public investment and regional economic development. Edward Elgar, Cheltenham.
Parr, J. (2002). Agglomeration economies: Ambiguities and confusions. Environment and Planning A, 34, 717–731.
Parr, J. (2008). Cities and regions: Problems and potentials. Environment and Planning A, 40, 3009–3026.
Partridge, M. D., & Rickman, D. S. (2006). The geography of American poverty: Is there a role for place based policy? W.E Upjohn Employment Institute
Partridge, M. D., Rickman, D. S., Ali, K., & Olfert, M. R. (2008). Lost in space: Population growth in the American hinterlands and small cities. Journal of Economic Geography, 8, 727–757.
Partridge, M. D., Rickman, D. S., Ali, K., & Olfert, M. R. (2009). Agglomeration spillovers and wage and housing cost gradients across the urban hierarchy. Journal of International Economics, 78, 126–140.
Philo, C., Mitchell, R., & More, A. (1998). Reconsidering quantitative geography: The things that count. Environment and Planning A, 30(2), 191–201.
Polèse, M. (2009). The wealth and the poverty of regions: why cities matters. Chicago: University of Chicago Press.
Polèse, M., & Shearmur, R. (2004). Is distance really dead? Comparing the industrial location patterns over time in Canada. International Regional Science Review, 27(4), 1–27.
Polèse, M., Shearmur, R., & Rubiera, F. (2006). Observing regularities in location patterns: An analysis of the spatial distribution of economic activity in Spain. European Urban and Regional Studies, 14(2), 157–180
Porter, M. (1990). The competitive advantage of nations. New York: The Free Press.
Porter, M. (1996). Competitive advantage, agglomeration economies, and regional policy. International Regional Science Review, 19(1–2), 85–90.
Porter, M. (1998). Competitive strategy: Techniques for analyzing industries and competitors. New York: The Free Press.
Pritchett, L. (2001). Where has all the education gone? The World Bank Economic Review, 15(3), 367–391.
Quigley, J. M. (1998). Urban diversity and economic growth. Journal of Economic Perspectives, 12(2), 127–138.
Rappaport, J., & Sachs, J. D. (2003). The United States as a coastal nation. Journal of Economic Growth, 8, 5–46.
Romer, P. (1990). Human capital and growth: theory and evidence. Carnegie-Rochester Conference Series on Public Policy, 32(1), 251–286.
Rubiera, F., & Viñuela, A. (2012). From local units to economic regions in Spain. Where the agglomeration economies make sense. In E. Fernández & F. Rubiera (Eds.), Defining the spatial scale in modern regional analysis: New challenges from data at local level. Advances in spatial science. Springer, Berlin.
Sforzi, F., Openshaw, S., & Wymer, C. (1997). Le Procedura di Identificazione dei Sistemi Locali del Lavoro. In F. Sforzi (Ed.), I Sistemi Locali del Lavoro (pp. 235–242). Rome: ISTAT.
Sforzi, F., & Lorenzini, F. (2002). I Distretti Industriali. In: L´esperienza Italiana dei Distretti Industriali. Istituto per la Promozione Industriale (IPI), Roma.
Sforzi, F. (2012). From administrative spatial units to local labour market areas. Some remarks on the unit of investigation of regional economics with particular reference to the applied research in Italy. In E. Fernández & F. Rubiera (Eds.), Defining the spatial scale in modern regional analysis: New challenges from data at local level. Advances in spatial science. Springer, Berlin.
Shearmur, R., & Polèse, M. (2007). Do local factors explain local employment growth?: Evidence from Canada, 1971–2001. Regional Studies, 41(4), 453–471.
Shearmur, R., & Polèse, M. (2005). Diversity and employment growth in Canada, 1971–2001: Can diversification policies succeed? The Canadian Geographer, 49(3), 272–290.
Smart, M. W. (1974). Labour market areas: Uses and definition. Oxford: Pergamon Press.
Strambach, S. (2001). Innovation processes and the role of knowledge-intensive business services (KIBS). In K. Koschatzky, M. Kulicke, & A. Zenker (Eds.), Innovation networks—concepts and challenges in the European perspective (pp. 53–68). Heidelberg: Physica Verlag.
Von Thünen, J. H. (1826). Der Isolierte Staat in Beziehung auf Landwirtchaft und Nationalökonomie. Hamburg: Perthes.
Weber, A. (1929). Theory of the location of industries. (trans: Friedrich, C. J. from Weber’s 1909 book). The University of Chicago Press
Zipf, G. K. (1949). Human behaviour and the principle of least effort: An introduction to human ecology. Cambridge: Adison Wesley Press.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this chapter
Cite this chapter
Gutiérrez Posada, D., Rubiera Morollón, F., Viñuela, A. (2020). Which Places Grow Faster?. In: Thill, JC. (eds) Innovations in Urban and Regional Systems. Springer, Cham. https://doi.org/10.1007/978-3-030-43694-0_5
Download citation
DOI: https://doi.org/10.1007/978-3-030-43694-0_5
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-43692-6
Online ISBN: 978-3-030-43694-0
eBook Packages: Economics and FinanceEconomics and Finance (R0)