Graduates, Training and Employment Across the Italian Regions

Massimo Arnone, Barbara Angelillis (), Alberto Costantiello () and Angelo Leogrande
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Barbara Angelillis: LUM - Università LUM Giuseppe Degennaro = University Giuseppe Degennaro

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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

Keywords: J28; J31; J38 Labor Force and Employment; Human Capital; Occupational Choice; Job Satisfaction; Wage Differentials; Public Policy; J21 J24 J28 J31 J38 Labor Force and Employment Human Capital Occupational Choice Job Satisfaction Wage Differentials Public Policy; J21; J24 (search for similar items in EconPapers)
Date: 2024-06-01
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Working Paper: Graduates, Training and Employment Across the Italian Regions (2024)
Working Paper: Graduates, Training and Employment Across the Italian Regions (2024)
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