Cluster Analysis using Microgreographic data
AbstractIn this paper we try to identify manufacturing and service clusters in Spain, using data from Mercantile Registers of 2006. The proposed methodology partially follows contributions of Duranton and Overman (2005), Brenner (2003 and 2004) and Ellison and Glaser (1997), but departing from them we improve such approaches by several ways. In order to sum up, we can detail our approach and divide it into five stages. Firstly, we divide space into homogeneous cells. Secondly, we create industry specific maps departing from firmsÃ¢â‚¬â„¢ georeferenced data. Thirdly, we create multiple random industry specific maps under two conditions: i) total number of firms at each industry remains constant and ii) total number of firms at each cell remains constant. Fourthly, we compare the observed spatial distribution of firms with random simulations of such distribution and we check if there is some kind of concentration compared to the random distribution. Fifthly, for each industry we map the areas where the concentration of firms is significantly higher than expected. Previous scheme allows us to identify real clusters (of different shapes and sizes) for all range of manufacturing and service activities and to use this information to design public policies related to such industries. Keywords: cluster analysis, geographic data, microeconomics, regional economics.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by European Regional Science Association in its series ERSA conference papers with number ersa11p284.
Date of creation: Sep 2011
Date of revision:
Contact details of provider:
Postal: Welthandelsplatz 1, 1020 Vienna, Austria
Web page: http://www.ersa.org
This paper has been announced in the following NEP Reports:
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- Arauzo Carod, Josep Maria & Manjón Antolín, Miguel C., 2001.
"Firm Size and Geographical Aggregation: An Empirical Appraisal in Industrial Location,"
2072/1772, Universitat Rovira i Virgili, Department of Economics.
- Josep Maria Arauzo Carod & Miguel C. ManjÛn AntolÌn, 2004. "Firm Size and Geographical Aggregation: An Empirical Appraisal in Industrial Location," Small Business Economics, Springer, vol. 22(3_4), pages 299-312, 04.
- Josep-Maria Arauzo-Carod, 2008. "Industrial Location At A Local Level: Comments On The Territorial Level Of The Analysis," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 99(2), pages 193-208, 04.
- Vittorio Galletto & Rafael Boix, 2008. "Marshallian Industrial Districts in Spain," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2008(3), pages 29-52.
- T. Brenner, 2003. "An Identification of Local Industrial Clusters in Germany," Papers on Economics and Evolution 2003-04, Max Planck Institute of Economics, Evolutionary Economics Group.
- Rafael Boix, 2008. "Los distritos industriales en la Europa Mediterránea: los mapas de Italia y España," Working Papers wpdea0804, Department of Applied Economics at Universitat Autonoma of Barcelona.
- Marshall, Alfred, 1890. "The Principles of Economics," History of Economic Thought Books, McMaster University Archive for the History of Economic Thought, number marshall1890.
- Lambert, Dayton M. & McNamara, Kevin T. & Garrett, Megan I., 2006. "An Application of Spatial Poisson Models to Manufacturing Investment Location Analysis," Journal of Agricultural and Applied Economics, Southern Agricultural Economics Association, vol. 38(01), April.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Gunther Maier).
If references are entirely missing, you can add them using this form.