Differentiated enrollment thresholds for school autonomy based on territorial fragility¶

Strategy · All strategies
Evidence · 1 claim (1 for) · 1 study (1 design), q2 · 0 of 1 report an effect size · 1 claim rests on one study

Description¶

The framework sets asymmetric minimum enrollment thresholds for schools to retain administrative autonomy, calibrated to the territorial criticality level of their municipality. As the article states, "planningregulationsestablish asymmetric enrollment thresholds based on local vulnerability." Schools in the most vulnerable areas (level four) face a highly protective threshold of four hundred students, while stable areas require one thousand, allowing very small institutions in fragile areas to preserve independent status.

Design Implications¶

Context¶

Requirements¶

• A territorial criticality index classifying municipalities across income, education, labor market, and institutional fragility dimensions

Constraints¶

• Thresholds reflect the Italian regulatory framework; integrated and boarding school institutions are excluded from the dimensioning process

Target Learners¶

• students in fragile, rural, and peripheral communities

Target Learning Goals¶

• preserving local access to educational services and community resilience during consolidation

Claims¶

• The model was validated on the complete public school network of the Calabria region using real institutional, territorial, and demographic data [+W]

Related Strategies¶

• Decomposition-based optimization separating provincial subproblems from regional coordination for large-scale school planning
• Calibrate formal safety constraint thresholds against a mastery-only baseline agent's logged behavior

Examples¶

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Key Sources¶

• Alessia Ciacco, Luigi Di Puglia Pugliese, Francesca Guerriero. (2026). School network reorganization under educational and spatial constraints using classical and quantum optimization. https://arxiv.org/abs/2608.05427