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Graduates, Training and Employment Across the Italian Regions

Author

Listed:
  • Massimo Arnone

    (Unict - Università degli studi di Catania = University of Catania)

  • Barbara Angelillis

    (LUM University Giuseppe Degennaro)

  • Alberto Costantiello

    (LUM University Giuseppe Degennaro)

  • Angelo Leogrande

    (LUM University Giuseppe Degennaro)

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

  • Massimo Arnone & Barbara Angelillis & Alberto Costantiello & Angelo Leogrande, 2024. "Graduates, Training and Employment Across the Italian Regions," Working Papers hal-04597134, HAL.
    • Handle: RePEc:hal:wpaper:hal-04597134
    Note: View the original document on HAL open archive server: https://hal.science/hal-04597134
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    More about this item

    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;
    All these keywords.

    JEL classification:

    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • 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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