DORA-SDG: A Computational Framework for SDG Alignment Analysis in Banking Sustainability Reports
Other publications > Other · 2026
Authors: Özdemir, Cem Dora
Other, International, 2026,
Summary
A reproducible, multi-method NLP pipeline for measuring Sustainable Development Goal (SDG) alignment in corporate banking sustainability reports. The framework combines Sentence-BERT semantic similarity (primary method) with TF-IDF vector-space modelling (cross-validation) and bootstrap confidence intervals. Applied to 12 Turkish and French banking institutions over the period 2015–2024, producing 15,679 SDG assignments across 9,290 paragraphs.