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Russia has experienced twenty years of economic and social change, which had a substantial impact on the regional and sectoral patterns of the development of its economy, infrastructure, the quality of the environment and the well-being of its people. The current economic revival offers new opportunities and presents new challenges for the sustainable development of Russia. The paper employs the UN Sustainable Development framework of indicators and assesses sustainability of Russia using multi-criteria evaluation methods, namely the uncertainty randomization multi-criteria evaluation method “Analysis and Synthesis of Parameters under Information Deficiency” (ASPID). The analysis covers economic, environmental and social trends in Russia's development in 1985–2008 and assesses sustainability of this development from the point of view of multiple criteria. The results show the potential of employment of multi-criteria methods for the sustainability assessment at the macro level and offer useful insights into multidimensional nature of sustainability and the role of priority setting in the evaluation process. Such an analysis reveals the degree of harmoniousness of sustainable development policy. It shows how different sets of priorities determine the outcome of multidimensional analysis of sustainability and could potentially help in assessing progress and designing new policy instruments. This paper is one of the first to apply multi-criteria methods to the macro sustainability analysis in the dynamic setting. [Copyright &y& Elsevier]