Preprint Article Version 1 Preserved in Portico This version is not peer-reviewed

Knowledge Workers in the Italian Regions

Version 1 : Received: 26 March 2024 / Approved: 26 March 2024 / Online: 26 March 2024 (11:24:22 CET)

How to cite: Leogrande, A. Knowledge Workers in the Italian Regions. Preprints 2024, 2024031580. https://doi.org/10.20944/preprints202403.1580.v1 Leogrande, A. Knowledge Workers in the Italian Regions. Preprints 2024, 2024031580. https://doi.org/10.20944/preprints202403.1580.v1

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.

Keywords

Innovation; Innovation and Invention; Management of Technological Innovation and R&D; Technological Change; Intellectual Property and Intellectual Capital

Subject

Business, Economics and Management, Economics

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