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Industrial pattern and robot adoption in European regions

Author

Listed:
  • Massimiliano Nuccio

    (BLISS – Digital Impact Lab, Department of Management, Università Ca' Foscari Venice)

  • Marco Guerzoni

    (DESPINA Big Data Lab, Department of Economics and Statistics Cognetti De Martiis, University of Torino)

  • Riccardo Cappelli

    (Department of Economics and Social Sciences, Polytechnic University of Marche)

  • Aldo Geuna

    (Department of Culture, Politics and Society, University of Torino)

Abstract

Recent literature on the diffusion of robots mostly ignores the regional dimension. The contribution of this paper at the debate on Industry 4.0 is twofold. First, IFR (2017) data on acquisitions of industrial robots in the five largest European economies are rescaled at regional levels to draw a first picture of winners and losers in the European race for advanced manufacturing. Second, using an unsupervised machine learning approach to classify regions based on their composition of industries. The paper provides novel evidence of the relationship between industry mix and the regional capability of adopting robots in the industrial processes.

Suggested Citation

  • Massimiliano Nuccio & Marco Guerzoni & Riccardo Cappelli & Aldo Geuna, 2020. "Industrial pattern and robot adoption in European regions," Working Papers 03, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
    • Handle: RePEc:vnm:wpdman:173
    as

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    Cited by:

    1. Klump, Rainer & Jurkat, Anne & Schneider, Florian, 2021. "Tracking the rise of robots: A survey of the IFR database and its applications," MPRA Paper 110390, University Library of Munich, Germany.

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    More about this item

    Keywords

    Robots; Industry 4.0.; Innovation; Industry Mix; Self-Organizing Maps;
    All these keywords.

    JEL classification:

    • E32 - Macroeconomics and Monetary Economics - - Prices, Business Fluctuations, and Cycles - - - Business Fluctuations; Cycles
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • R11 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Regional Economic Activity: Growth, Development, Environmental Issues, and Changes
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)

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