Structural and Technological Paths for the Economic Development of Russian Regions

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This analysis shows structural changes and innovation impacts on GRP growth in Russian regions, suggesting pathways for development.

The research identifies structural changes impacting economic development, revealing a significant role of low-tech industries in GRP growth.
From 2017 to 2023, 13 clusters were identified, highlighting varying levels of technological effectiveness across Russian regions.
Using hierarchical agglomerative clustering, regions were grouped based on similarities in technological structures, revealing transformational paths.
This research may support the formulation of targeted regional policies to enhance innovation and shift from inertial to transformational development.

Ovchinnikova et al. (2025) studied this question.

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