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(Optimal) Spatial Aggregation in the Determinants of Industrial Location

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  • Arauzo Carod, Josep Maria
  • Manjón Antolín, Miguel C.

Abstract

Empirical studies on the determinants of industrial location typically use variables measured at the available administrative level (municipalities, counties, etc.). However, this amounts to assuming that the effects these determinants may have on the location process do not extent beyond the geographical limits of the selected site. We address the validity of this assumption by comparing results from standard count data models with those obtained by calculating the geographical scope of the spatially varying explanatory variables using a wide range of distances and alternative spatial autocorrelation measures. Our results reject the usual practice of using administrative records as covariates without making some kind of spatial correction. Keywords: industrial location, count data models, spatial statistics JEL classification: C25, C52, R11, R30

Suggested Citation

  • Arauzo Carod, Josep Maria & Manjón Antolín, Miguel C., 2009. "(Optimal) Spatial Aggregation in the Determinants of Industrial Location," Working Papers 2072/42866, Universitat Rovira i Virgili, Department of Economics.
    • Handle: RePEc:urv:wpaper:2072/42866
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    1. Woodward, Douglas & Figueiredo, Octavio & Guimaraes, Paulo, 2006. "Beyond the Silicon Valley: University R&D and high-technology location," Journal of Urban Economics, Elsevier, vol. 60(1), pages 15-32, July.
    2. Fulong Wu, 1999. "Intrametropolitan FDI firm location in Guangzhou, China A Poisson and negative binomial analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 33(4), pages 535-555.
    3. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8o118937 is not listed on IDEAS
    4. Crozet, Matthieu & Mayer, Thierry & Mucchielli, Jean-Louis, 2004. "How do firms agglomerate? A study of FDI in France," Regional Science and Urban Economics, Elsevier, vol. 34(1), pages 27-54, January.
    5. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8o118937 is not listed on IDEAS
    6. Lee, Yoonsoo, 2008. "Geographic redistribution of US manufacturing and the role of state development policy," Journal of Urban Economics, Elsevier, vol. 64(2), pages 436-450, September.
    7. 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(1), pages 1-17, April.
    8. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    9. Josep‐Maria Arauzo‐Carod & Daniel Liviano‐Solis & Miguel Manjón‐Antolín, 2010. "Empirical Studies In Industrial Location: An Assessment Of Their Methods And Results," Journal of Regional Science, Wiley Blackwell, vol. 50(3), pages 685-711, August.
    10. Gilles Duranton & Henry G. Overman, 2005. "Testing for Localization Using Micro-Geographic Data," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(4), pages 1077-1106.
    11. Sauwalak Kittiprapas & PHILIP McCANN, 1999. "Industrial location behaviour and regional restructuring within the Fifth 'Tiger' Economy: evidence from the Thai electronics industry," Applied Economics, Taylor & Francis Journals, vol. 31(1), pages 37-51.
    12. Gilles Duranton & Henry G. Overman, 2008. "Exploring The Detailed Location Patterns Of U.K. Manufacturing Industries Using Microgeographic Data," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 213-243, February.
    13. 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.
    14. Mullahy, John, 1997. "Heterogeneity, Excess Zeros, and the Structure of Count Data Models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 337-350, May-June.
    15. Jordi Jofre‐Monseny, 2009. "The scope of agglomeration economies: Evidence from Catalonia," Papers in Regional Science, Wiley Blackwell, vol. 88(3), pages 575-590, August.
    16. Disdier, Anne-Celia & Mayer, Thierry, 2004. "How different is Eastern Europe? Structure and determinants of location choices by French firms in Eastern and Western Europe," Journal of Comparative Economics, Elsevier, vol. 32(2), pages 280-296, June.
    17. Cameron,A. Colin & Trivedi,Pravin K., 2005. "Microeconometrics," Cambridge Books, Cambridge University Press, number 9780521848053, September.
    18. Thomas Klier & Daniel P. McMillen, 2008. "Evolving Agglomeration In The U.S. Auto Supplier Industry," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 245-267, February.
    19. Adelheid Holl, 2004. "Transport Infrastructure, Agglomeration Economies, and Firm Birth: Empirical Evidence from Portugal," Journal of Regional Science, Wiley Blackwell, vol. 44(4), pages 693-712, November.
    20. Corinne Autant-Bernard, 2006. "Where Do Firms Choose to Locate Their R&D? A Spatial Conditional Logit Analysis on French Data," European Planning Studies, Taylor & Francis Journals, vol. 14(9), pages 1187-1208, May.
    21. Holl, Adelheid, 2004. "Manufacturing location and impacts of road transport infrastructure: empirical evidence from Spain," Regional Science and Urban Economics, Elsevier, vol. 34(3), pages 341-363, May.
    22. Arauzo Carod, Josep Maria & Liviano, Daniel, 2007. "Agglomeration and location: a nonparametric approach," Working Papers 2072/4288, Universitat Rovira i Virgili, Department of Economics.
    23. Figueiredo, Octavio & Guimaraes, Paulo & Woodward, Douglas, 2002. "Home-field advantage: location decisions of Portuguese entrepreneurs," Journal of Urban Economics, Elsevier, vol. 52(2), pages 341-361, September.
    24. Miles Finney, 1994. "Property tax effects on intrametropolitan firm location: further evidence," Applied Economics Letters, Taylor & Francis Journals, vol. 1(2), pages 29-31.
    25. Josep-Maria Arauzo-Carod & Elisabet Viladecans-Marsal, 2009. "Industrial Location at the Intra-Metropolitan Level: The Role of Agglomeration Economies," Regional Studies, Taylor & Francis Journals, vol. 43(4), pages 545-558.
    26. Cletus C. Coughlin & Eran Segev, 2000. "Location Determinants of New Foreign‐Owned Manufacturing Plants," Journal of Regional Science, Wiley Blackwell, vol. 40(2), pages 323-351, May.
    27. C G Amrhein, 1995. "Searching for the Elusive Aggregation Effect: Evidence from Statistical Simulations," Environment and Planning A, , vol. 27(1), pages 105-119, January.
    28. Jouke van Dijk & Piet H. Pellenbarg, 2000. "Firm relocation decisions in The Netherlands: An ordered logit approach," Papers in Regional Science, Springer;Regional Science Association International, vol. 79(2), pages 191-219.
    29. Michael Kitson & Ron Martin & Peter Tyler, 2004. "Regional Competitiveness: An Elusive yet Key Concept?," Regional Studies, Taylor & Francis Journals, vol. 38(9), pages 991-999.
    30. Jopep M. Arauzo-Carod & Miguel C. Manjón-Antolín (ed.), 2007. "Entrepreneurship, Industrial Location and Economic Growth," Books, Edward Elgar Publishing, number 12798.
    31. Guimaraes, Paulo & Figueiredo, Octavio & Woodward, Douglas, 2000. "Agglomeration and the Location of Foreign Direct Investment in Portugal," Journal of Urban Economics, Elsevier, vol. 47(1), pages 115-135, January.
    32. Crozet, Matthieu & Mayer, Thierry & Mucchielli, Jean-Louis, 2004. "How do firms agglomerate? A study of FDI in France," Regional Science and Urban Economics, Elsevier, vol. 34(1), pages 27-54, January.
    33. Rafael Boix & Vittorio Galleto, 2005. "Sistemas Locales de Trabajo y Distritos Industriales Marshallianos en España," Working Papers wpdea0514, Department of Applied Economics at Universitat Autonoma of Barcelona.
    34. Jurgen Egeln & Sandra Gottschalk & Christian Rammer, 2004. "Location Decisions of Spin-offs from Public Research Institutions," Industry and Innovation, Taylor & Francis Journals, vol. 11(3), pages 207-223.
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    Cited by:

    1. Yingcheng Li & Kai Zhu, 2017. "Spatial dependence and heterogeneity in the location processes of new high-tech firms in Nanjing, China," Papers in Regional Science, Wiley Blackwell, vol. 96(3), pages 519-535, August.
    2. Coll Martínez, Eva & Arauzo Carod, Josep Maria, 2015. "Creative Industries: a Preliminary Insight to their Location Determinants," Working Papers 2072/250133, Universitat Rovira i Virgili, Department of Economics.
    3. Hasbi, Maude, 2020. "Impact of very high-speed broadband on company creation and entrepreneurship: Empirical Evidence," Telecommunications Policy, Elsevier, vol. 44(3).
    4. Chandra R. Bhat & Rajesh Paleti & Palvinder Singh, 2014. "A Spatial Multivariate Count Model For Firm Location Decisions," Journal of Regional Science, Wiley Blackwell, vol. 54(3), pages 462-502, June.
    5. Minghao Li & Stephan J. Goetz & Mark Partridge & David A. Fleming, 2016. "Location determinants of high-growth firms," Entrepreneurship & Regional Development, Taylor & Francis Journals, vol. 28(1-2), pages 97-125, January.
    6. Hasbi, Maude, 2017. "Impact of Very High-Speed Broadband on Local Economic Growth: Empirical Evidence," 14th ITS Asia-Pacific Regional Conference, Kyoto 2017: Mapping ICT into Transformation for the Next Information Society 168484, International Telecommunications Society (ITS).
    7. Riedel, Nadine & Simmler, Martin & Wittrock, Christian, 2020. "Local fiscal policies and their impact on the number and spatial distribution of new firms," Regional Science and Urban Economics, Elsevier, vol. 83(C).
    8. Oscar Martinez Ibañez & Miguel Manjón Antolín & Josep-Maria Arauzo-Carod, 2013. "The Geographical Scope of Industrial Location Determinants: An Alternative Approach," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 104(2), pages 194-214, April.
    9. Kinne, Jan & Resch, Bernd, 2017. "Analysing and predicting micro-location patterns of software firms," ZEW Discussion Papers 17-063, ZEW - Leibniz Centre for European Economic Research.
    10. Eva Coll-Martínez & Josep-Maria Arauzo-Carod, 2017. "Creative milieu and firm location: An empirical appraisal," Environment and Planning A, , vol. 49(7), pages 1613-1641, July.
    11. Josep-Maria Arauzo-Carod & Daniel Liviano-Solís, 2012. "Migration Determinants at a Local Level," ERSA conference papers ersa12p500, European Regional Science Association.
    12. Liviano Solís, Daniel & Arauzo Carod, Josep Maria, 2011. "Industrial Location and Space: New Insights," Working Papers 2072/152137, Universitat Rovira i Virgili, Department of Economics.

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    More about this item

    Keywords

    Localització industrial; Anàlisi espacial (Estadística); Models economètrics; Economia regional; 332 - Economia regional i territorial. Economia del sòl i de la vivenda;
    All these keywords.

    JEL classification:

    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities
    • C52 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Evaluation, Validation, and Selection
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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