Product Innovation Efficiency of Russian Electronic Industry: DEA Approach and Cluster Analysis
- 10.2991/icsshe-16.2016.20How to use a DOI?
- innovation efficiency, product innovation, electronic industry, Russian regions, DEA-analysis, cluster analysis, statistics
This paper investigates product innovations efficiency in innovative subsection DL «Manufacture of electrical and optical equipment» at the level of Russian regions on the basis of the DEA approach. Leading regions on product innovations efficiency were identified by absolute and relative indicators. We found that only a few regions in Russia are characterized by intensive innovation processes. Most regions lag far behind the leaders on indicators of intensity of innovation processes and innovation efficiency. We proposed and tested cluster analysis method to rank the objects (regions) on their DEA coordinates and to assess the statistical significance of differences between objects.
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Vladislav Spitsin AU - Aleksandr Mikhalchuk AU - Lubov Spitsina AU - Nataliya Shabaldina AU - Darya Novoseltseva AU - Michael Shinkeev PY - 2016/07 DA - 2016/07 TI - Product Innovation Efficiency of Russian Electronic Industry: DEA Approach and Cluster Analysis BT - Proceedings of the 2016 2nd International Conference on Social Science and Higher Education PB - Atlantis Press SP - 74 EP - 77 SN - 2352-5398 UR - https://doi.org/10.2991/icsshe-16.2016.20 DO - 10.2991/icsshe-16.2016.20 ID - Spitsin2016/07 ER -