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A stochastic independence approach for different measures of concentration and specialization

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  • HAEDO, Christian

    (CIDETI, University of Bologna, Argentina)

  • MOUCHART, Michel

    () (Université catholique de Louvain, CORE & ISBA, B-1348 Louvain-la-Neuve, Belgium)

Abstract

From data in the form of a two-way contingency table “Regions _ Sectors”, the concepts of specialization and concentration, built from the analysis of conditional distributions or profiles, is based on discrepancies among distributions: between profiles and a uniform distribution for absolute concepts; between profiles and the corresponding marginal distribution for the relative concepts; or between the joint distribution and the product of the marginal distributions for the global concept. This paper provides an extensive numerical analysis of measures derived from this approach and from other approaches used in the literature and shows that while the different measures under consideration display rather similar numerical behaviours, differences of ranking call for a particular care when interpreting the numerical results.

Suggested Citation

  • HAEDO, Christian & MOUCHART, Michel, 2012. "A stochastic independence approach for different measures of concentration and specialization," LIDAM Discussion Papers CORE 2012025, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    • Handle: RePEc:cor:louvco:2012025
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    File URL: http://uclouvain.be/cps/ucl/doc/core/documents/coredp2012_25web.pdf
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    References listed on IDEAS

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    1. Brulhart, Marius & Traeger, Rolf, 2005. "An account of geographic concentration patterns in Europe," Regional Science and Urban Economics, Elsevier, vol. 35(6), pages 597-624, November.
    2. Martin Hallet, 2000. "Regional specialisation and concentration in the EU," European Economy - Economic Papers 2008 - 2015 141, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    3. Esteban Rossi-Hansberg, 2005. "A Spatial Theory of Trade," American Economic Review, American Economic Association, vol. 95(5), pages 1464-1491, December.
    4. Shorrocks, A F, 1980. "The Class of Additively Decomposable Inequality Measures," Econometrica, Econometric Society, vol. 48(3), pages 613-625, April.
    5. Alex Anas & Richard Arnott & Kenneth A. Small, 1998. "Urban Spatial Structure," Journal of Economic Literature, American Economic Association, vol. 36(3), pages 1426-1464, September.
    6. Lafourcade, Miren & Mion, Giordano, 2007. "Concentration, agglomeration and the size of plants," Regional Science and Urban Economics, Elsevier, vol. 37(1), pages 46-68, January.
    7. Mary Amiti, 1999. "Specialization patterns in Europe," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 135(4), pages 573-593, December.
    8. Frank Bickenbach & Eckhardt Bode & Christiane Krieger-Boden, 2013. "Closing the gap between absolute and relative measures of localization, concentration or specialization," Papers in Regional Science, Wiley Blackwell, vol. 92(3), pages 465-479, August.
    9. Ellison, Glenn & Glaeser, Edward L, 1997. "Geographic Concentration in U.S. Manufacturing Industries: A Dartboard Approach," Journal of Political Economy, University of Chicago Press, vol. 105(5), pages 889-927, October.
    10. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    11. Giuseppe Arbia & Giuseppe Espa & Danny Quah, 2008. "A class of spatial econometric methods in the empirical analysis of clusters of firms in the space," Empirical Economics, Springer, vol. 34(1), pages 81-103, February.
    12. Slottje, Daniel J., 1990. "Using grouped data for constructing inequality indices : Parametric vs. non-parametric methods," Economics Letters, Elsevier, vol. 32(2), pages 193-197, February.
    13. Karl Aiginger & Esteban Rossi-Hansberg, 2006. "Specialization and concentration: a note on theory and evidence," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 33(4), pages 255-266, September.
    14. Cutrini, Eleonora, 2009. "Using entropy measures to disentangle regional from national localization patterns," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 243-250, March.
    15. Devereux, Michael P. & Griffith, Rachel & Simpson, Helen, 2004. "The geographic distribution of production activity in the UK," Regional Science and Urban Economics, Elsevier, vol. 34(5), pages 533-564, September.
    16. Lars Osberg & Kuan Xu, 2000. "International Comparisons of Poverty Intensity: Index Decomposition and Bootstrap Inference," Journal of Human Resources, University of Wisconsin Press, vol. 35(1), pages 51-81.
    17. Frank Bickenbach & Eckhardt Bode, 2008. "Disproportionality Measures of Concentration, Specialization, and Localization," International Regional Science Review, , vol. 31(4), pages 359-388, October.
    18. Paulo Guimarães & Octávio Figueiredo & Douglas Woodward, 2007. "Measuring The Localization Of Economic Activity: A Parametric Approach," Journal of Regional Science, Wiley Blackwell, vol. 47(4), pages 753-774, October.
    19. Lerman, Robert I. & Yitzhaki, Shlomo, 1989. "Improving the accuracy of estimates of Gini coefficients," Journal of Econometrics, Elsevier, vol. 42(1), pages 43-47, September.
    20. Reinhold Kosfeld & Hans-Friedrich Eckey & Jørgen Lauridsen, 2011. "Spatial point pattern analysis and industry concentration," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 47(2), pages 311-328, October.
    21. Tomoya Mori & Koji Nishikimi & Tony E. Smith, 2005. "A Divergence Statistic for Industrial Localization," The Review of Economics and Statistics, MIT Press, vol. 87(4), pages 635-651, November.
    22. Shorrocks, Anthony F, 1984. "Inequality Decomposition by Population Subgroups," Econometrica, Econometric Society, vol. 52(6), pages 1369-1385, November.
    23. Maurel, Francoise & Sedillot, Beatrice, 1999. "A measure of the geographic concentration in french manufacturing industries," Regional Science and Urban Economics, Elsevier, vol. 29(5), pages 575-604, September.
    24. Gordon F. Mulligan & Charles Schmidt, 2005. "A Note on Localization and Specialization," Growth and Change, Wiley Blackwell, vol. 36(4), pages 565-576, September.
    25. Olga Alonso-Villar & Coral Del Río, 2013. "Concentration of Economic Activity: An Analytical Framework," Regional Studies, Taylor & Francis Journals, vol. 47(5), pages 756-772, May.
    26. Bickenbach, Frank & Bode, Eckhardt, 2006. "Disproportionality measures of concentration, specialization, and polarization," Kiel Working Papers 1276, Kiel Institute for the World Economy (IfW).
    27. K.H. Midelfart & H.G. Overman & S.J. Redding & A.J. Venables, 2000. "The location of European industry," European Economy - Economic Papers 2008 - 2015 142, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    28. Eric Marcon & Florence Puech, 2003. "Evaluating the geographic concentration of industries using distance-based methods," Journal of Economic Geography, Oxford University Press, vol. 3(4), pages 409-428, October.
    29. Dohse, Dirk & Krieger-Boden, Christiane & Soltwedel, Rüdiger, 2000. "Emu Challenges Regional Labor Markets," ERSA conference papers ersa00p7, European Regional Science Association.
    30. Shorrocks, A F, 1982. "Inequality Decomposition by Factor Components," Econometrica, Econometric Society, vol. 50(1), pages 193-211, January.
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