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Readability and sentiment analysis of Romanian national frameworks for adult learning and financial education Cover

Readability and sentiment analysis of Romanian national frameworks for adult learning and financial education

By: Gavriluț Darie  
Open Access
|Feb 2026

Abstract

National education strategies increasingly function not only as administrative planning instruments but also as economic signaling devices, communicating priorities, institutional credibility, and expected behavioral responses to citizens, firms, and international partners. This study conducts a computational text analysis of Romania’s two flagship policy documents governing adult learning in the 2024–2030 period: the National Strategy for Continuing Adult Education (SNECA) and the National Strategy for Financial Education (SNEF). Using Valence Aware Dictionary and sEntiment Reasoner sentiment analysis and the Gunning Fog readability index, the study evaluates whether these strategies are linguistically aligned with their stated economic and social objectives: increasing adult participation in lifelong learning, improving financial literacy, and supporting Romania’s convergence with European human-capital benchmarks. The study contributes to the economics of education literature by integrating natural language processing tools into policy evaluation, moving beyond outcome indicators toward ex ante institutional communication quality. Results (to be computed empirically) are expected to show a structurally positive but institutionally dense sentiment profile, paired with high readability complexity, reflecting a tension between European alignment and domestic accessibility. The findings have implications for policy effectiveness, labor-market responsiveness, and inclusive growth strategies in emerging European Union economies.

Language: English
Page range: 128 - 142
Submitted on: Dec 30, 2025
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Accepted on: Feb 25, 2026
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Published on: Feb 26, 2026
Published by: University of Oradea
In partnership with: Paradigm Publishing Services
Publication frequency: Volume open

© 2026 Gavriluț Darie, published by University of Oradea
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.