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Clusters of specializations in the automotive supply chain in Italy. An empirical analysis using text mining

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  • Pasquale Pavone
  • Margherita Russo

Abstract

The wide literature exploring supply chains is polarized on two perspectives: micro analyses focusing on management strategies of companies, and macro assessment of cross-country interdependences. In order to explore the ongoing innovation paths, this paper adopts a third perspective on the supply chain, focusing on the internal structure of specializations within the automotive supply chain in Italy. If we compare the degree of fragmentation across global value chains, the automotive supply chain has the highest degree of fragmentation. With regard to Italy, its structural characteristics (number, size of companies, location) and dynamics of change deserve attention both for its large share in domestic production and for its interconnections with other supply chains. In this paper, we explore a strategy to identify a classification of specializations within the automotive supply chain grounded on the textual description of activities provided by companies when they register their business. Pending the acquisition of the database for the other years of the Observatory, in this work the analysis refers only to 2017 data.

Suggested Citation

  • Pasquale Pavone & Margherita Russo, 2017. "Clusters of specializations in the automotive supply chain in Italy. An empirical analysis using text mining," Center for the Analysis of Public Policies (CAPP) 0157, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
  • Handle: RePEc:mod:cappmo:0157
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    References listed on IDEAS

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    1. Baldwin, Richard & Venables, Anthony J., 2013. "Spiders and snakes: Offshoring and agglomeration in the global economy," Journal of International Economics, Elsevier, vol. 90(2), pages 245-254.
    2. Giovanni Bonifati, 2013. "Exaptation and emerging degeneracy in innovation processes," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 22(1), pages 1-21, January.
    3. Timothy Sturgeon & Johannes Van Biesebroeck & Gary Gereffi, 2008. "Value chains, networks and clusters: reframing the global automotive industry," Journal of Economic Geography, Oxford University Press, vol. 8(3), pages 297-321, May.
    4. Susan Helper & Mari Sako, 2010. "Management innovation in supply chain: appreciating Chandler in the twenty-first century," Industrial and Corporate Change, Oxford University Press, vol. 19(2), pages 399-429, April.
    5. Rosenberg, Nathan, 1963. "Technological Change in the Machine Tool Industry, 1840–1910," The Journal of Economic History, Cambridge University Press, vol. 23(4), pages 414-443, December.
    6. Timothy J. Sturgeon & Olga Memedovic & Johannes Van Biesebroeck & Gary Gereffi, 2009. "Globalisation of the automotive industry: main features and trends," International Journal of Technological Learning, Innovation and Development, Inderscience Enterprises Ltd, vol. 2(1/2), pages 7-24.
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    More about this item

    Keywords

    automotive supply chains; industrial specialization; fragmentation; textual analysis; regional analysis; similarity analysis; IRaMuTeQ; Taltac2;
    All these keywords.

    JEL classification:

    • L62 - Industrial Organization - - Industry Studies: Manufacturing - - - Automobiles; Other Transportation Equipment; Related Parts and Equipment
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • Z13 - Other Special Topics - - Cultural Economics - - - Economic Sociology; Economic Anthropology; Language; Social and Economic Stratification

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