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Knowledge Workers across the Italian Regions

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  • Leogrande, Angelo

Abstract

In the following article I take into consideration the role of knowledge workers in the Italian regions. The analysed data refers to the ISTAT-BES database. The metric analysis consists of an in-depth analysis of the trends of the regions and macro-regions, followed by clustering with the k-Means algorithm, the application of machine learning algorithms for prediction, and the presentation of an econometric model with panel methods date. The results are also critically discussed in light of the North-South divide and the economic policy implications.

Suggested Citation

  • Leogrande, Angelo, 2024. "Knowledge Workers across the Italian Regions," MPRA Paper 120550, University Library of Munich, Germany.
    • Handle: RePEc:pra:mprapa:120550
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    File URL: https://mpra.ub.uni-muenchen.de/120550/1/MPRA_paper_120550.pdf
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    Cited by:

    1. Angelo Leogrande, 2024. "Cultural and Creative Employment Across Italian Regions," Working Papers hal-04528709, HAL.
    2. Leogrande, Angelo, 2024. "Regular Internet Users Across the Italian Regions," SocArXiv 86yb7, Center for Open Science.

    More about this item

    Keywords

    Innovation; Innovation and Invention; Management of Technological Innovation and R&D; Technological Change; Intellectual Property and Intellectual Capital;
    All these keywords.

    JEL classification:

    • O3 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights
    • O30 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - General
    • O31 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Innovation and Invention: Processes and Incentives
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
    • O34 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Intellectual Property and Intellectual Capital

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