What Does SDG Monitoring Practice Tell Us? An Analysis of 120 Voluntary Local Reviews

This paper examines how local governments monitor the Sustainable Development Goals (SDGs) through voluntary local reviews (VLRs), focusing on localised practices from 2016 to 2024. Given the crucial role of local authorities in SDG implementation, the research aims to analyse differences in monitoring approaches and indicator usage across various types of local governments worldwide. The analysis involved 120 VLRs, using both quantitative methods to assess the number of indicators per goal and semantic clustering techniques to explore thematic patterns. Results show that cities are the most active in SDG localisation, especially for goals aligned with urban governance, such as Goal 11 (Sustainable Cities) and Goal 4 (Quality Education). Some goals, such as Goal 15 (Life on Land) and Goal 17 (Partnerships), are less frequently monitored, reflecting challenges in translating national objectives to local contexts. Semantic clustering highlighted both strong alignments and gaps in SDG indicator usage, particularly for overlapping goals. The paper underscores the need for more tailored, context-specific indicators for local authorities to effectively monitor SDGs, while highlighting the leadership role that cities play in this process.