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Graduates, Training and Employment Across the Italian Regions

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  • Arnone, Massimo
  • Angelillis, Barbara
  • Costantiello, Alberto
  • Leogrande, Angelo

Abstract

In this article, we analyze the relationships that connect graduates from high school, the training system and employment rates and conditions in the Italian regions between 2004 and 2022. The data used refer to the Istat Bes database. The results show that the growth in the number of high school graduates is positively associated with higher university education and employment with the exception of job satisfaction. Subsequently we also present a clusterization with k-Means algorithm confronting the Silhouette Coefficient with the Elbow Method. Finally, we confront seven different machine-learning algorithms for the prediction of the level of graduated from high school. We also present economic policy suggestions to increase schooling in the Italian regions. The results are critically discussed

Suggested Citation

  • Arnone, Massimo & Angelillis, Barbara & Costantiello, Alberto & Leogrande, Angelo, 2024. "Graduates, Training and Employment Across the Italian Regions," SocArXiv 8whf2, Center for Open Science.
    • Handle: RePEc:osf:socarx:8whf2
    DOI: 10.31219/osf.io/8whf2
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    More about this item

    JEL classification:

    • J28 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Safety; Job Satisfaction; Related Public Policy
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy

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