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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," SocArXiv 4bv6a, Center for Open Science.
    • Handle: RePEc:osf:socarx:4bv6a
    DOI: 10.31219/osf.io/4bv6a
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    References listed on IDEAS

    as
    1. John Muzam, 2023. "The Challenges of Modern Economy on the Competencies of Knowledge Workers," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1635-1671, June.
    2. Harkiolakis, Tatiana & Komodromos, Marcos, 2023. "Supporting knowledge workers’ health and well-being in the post-lockdown era," LSE Research Online Documents on Economics 118409, London School of Economics and Political Science, LSE Library.
    3. Tatiana Harkiolakis & Marcos Komodromos, 2023. "Supporting Knowledge Workers’ Health and Well-Being in the Post-Lockdown Era," Administrative Sciences, MDPI, vol. 13(2), pages 1-12, February.
    4. Yuen Yee Yen & Chew Yuan Zhang & Wendy Teoh Ming Yen, 2024. "Retaining knowledge workers for effective digital transformation," International Journal of Innovative Research and Scientific Studies, Innovative Research Publishing, vol. 7(1), pages 202-210.
    5. Syed Tanveer Hussain Shah & Syed Mohsin Ali Shah & Hatem El-Gohary, 2023. "Nurturing Innovative Work Behaviour through Workplace Learning among Knowledge Workers of Small and Medium Businesses," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(4), pages 3616-3639, December.
    6. Yujong Hwang & Hui Lin & Donghee Shin, 2023. "An Empirical Study on the Information Formality Motivation, Social Influence, and Goal Commitment of Knowledge Workers," International Journal of Enterprise Information Systems (IJEIS), IGI Global, vol. 19(1), pages 1-17, January.
    7. N. Jayaram & N. M. K. Bhatta, 2023. "Tacit Knowledge Management in Engineering Industries: Systematic Literature Review and Development of a Conceptual Model," Journal of Information & Knowledge Management (JIKM), World Scientific Publishing Co. Pte. Ltd., vol. 22(04), pages 1-24, August.
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    Cited by:

    1. Leogrande, Angelo, 2024. "Cultural and Creative Employment Across Italian Regions," SocArXiv h5nq4, Center for Open Science.
    2. Leogrande, Angelo, 2024. "Regular Internet Users Across the Italian Regions," SocArXiv 86yb7, Center for Open Science.

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    More about this item

    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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