This study provides an integrated assessment of progress toward Sustainable Development Goal 12 (Responsible Consumption and Production) by applying a multivariate, indicator-based framework to a comprehensive set of EU-27 performance metrics. Rather than proposing new indicators, the analysis advances SDG 12 monitoring by systematically integrating official indicators of material efficiency, circularity, waste generation, consumption-based environmental pressure, and environmental economic activity with key cross-sectoral drivers. Using harmonized statistical data, the study examines raw material consumption, circular material use rates, hazardous chemical consumption, consumption footprints, hazardous waste generation, and the economic value added of the environmental goods and services sector, complemented by energy productivity and average CO2 emissions from new passenger cars. Through z-score normalization, correlation analysis, and exploratory factor analysis, the research identifies structural interdependencies and latent systemic regimes that characterize responsible consumption and production dynamics in the EU. The results reveal a persistent divergence between efficiency- and circularity-oriented improvements and ongoing material and waste pressures, highlighting structural constraints within current sustainability pathways. By offering a replicable and integrative analytical framework, the study contributes to the literature by supporting evidence-based policymaking and identifying priority areas for advancing resource efficiency and circular economy transitions.
Gavrila-Paven et al. (Wed,) studied this question.