The policy requiring at least 20% of the education budget aims to improve regional education quality, but its success depends on efficient management. This study analyzes the efficiency of education expenditure realization and GDP per capita in supporting regional education infrastructure development across 33 districts/cities in North Sumatra Province. Using Data Envelopment Analysis (DEA) with an input-oriented approach, each district/city was treated as a decision-making unit. The findings reveal significant efficiency variations among regions. Most areas show moderate efficiency, while only a few achieve optimal performance and serve as benchmarks. The results indicate that larger budgets and stronger economic capacity do not automatically enhance education development without efficient governance and effective budget management
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