A Study of the Development of Innovative Activities in Oil and Gas Regions Using a Cross-Methodological Approach

— The paper examines the impact of innovations on the socioeconomic development of the oil and gas regions of Russia. It applies a cross-methodical approach, including cluster analysis, panel data analysis and cognitive modeling. Each method performs its function in the research process: cluster ana...

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Bibliographic Details
Published in:Studies on Russian economic development 2023-04, Vol.34 (2), p.231-242
Main Author: Lebedeva, M. E.
Format: Article
Language:English
Subjects:
Cluster analysis
Clustering
Cognition
Data analysis
Economic development
Economic growth
Economics
Economics and Finance
Hydrocarbons
Industries and Interindustry Complexes
Innovations
International Economics
Panel data
Per capita
Petroleum
R&D
Regions
Research & development
Research & development expenditures
Socioeconomic development
Technological change
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Summary:— The paper examines the impact of innovations on the socioeconomic development of the oil and gas regions of Russia. It applies a cross-methodical approach, including cluster analysis, panel data analysis and cognitive modeling. Each method performs its function in the research process: cluster analysis—multifactorial systematics of regions, analysis of panel data—obtaining quantitative estimates of the impact of resource and innovation factors on GRP, and cognitive modeling—building scenario forecasts for the socioeconomic development of an oil and gas region. As a result, the features of the interaction between the oil and gas sector and the sphere of innovation activity were revealed, and the nature of their influence on the growth of the economy of the regions of the Russian Federation was determined.
ISSN:1075-7007
1531-8664
DOI:10.1134/S1075700723020077