The prospect of developing a data driven approach in the Russian economy

The purpose of the study is to identify the potential for implementing the data driven approach in the economic environment in Russia, as well as to identify the key barriers and form methodological and practical recommendations for implementing the approach in organizations. The research methodology is based on general scientific methods application, such as theoretical and comparative analysis, systematization, and synthesis. It has been concluded that for full-fledged implementation of data driven approach it is necessary to carry out a sufficiently large number of changes in the direction of digitalization. The analysis of population and business digitalization has shown that, despite the high rate of use of digital services among them, the level of data driven technologies implementation in organizations remains low. The key obstacles to the transition to a data-driven approach and ways to overcome them have been identified. It has been revealed that the process of implementing the approach in organizations of different industries faces a number of limitations, but the basic principles remain unchanged, as well as the fact that the approach implementation can significantly improve organization’s efficiency. The authors formulate an idea of current options, opportunities, and advantages of integrating data driven methodology in Russian organizations.

Authors

Publication Details

Journal
Vestnik Universiteta
Published
2025-03-26
DOI
https://doi.org/10.26425/1816-4277-2025-2-127-134
Primary Topic
Economic and Technological Developments in Russia
Type
article
Field-Weighted Citation Impact
0.00
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article

The prospect of developing a data driven approach in the Russian economy

P. D. Krotov
Vestnik Universiteta
Economic and Technological Developments in Russia
article

The prospect of developing a data driven approach in the Russian economy

P. D. Krotov
article en

Abstract

The purpose of the study is to identify the potential for implementing the data driven approach in the economic environment in Russia, as well as to identify the key barriers and form methodological and practical recommendations for implementing the approach in organizations. The research methodology is based on general scientific methods application, such as theoretical and comparative analysis, systematization, and synthesis. It has been concluded that for full-fledged implementation of data driven approach it is necessary to carry out a sufficiently large number of changes in the direction of digitalization. The analysis of population and business digitalization has shown that, despite the high rate of use of digital services among them, the level of data driven technologies implementation in organizations remains low. The key obstacles to the transition to a data-driven approach and ways to overcome them have been identified. It has been revealed that the process of implementing the approach in organizations of different industries faces a number of limitations, but the basic principles remain unchanged, as well as the fact that the approach implementation can significantly improve organization’s efficiency. The authors formulate an idea of current options, opportunities, and advantages of integrating data driven methodology in Russian organizations.

Vestnik Universiteta(2)
Openalex Percentile: Top 87%
Economic and Technological Developments in Russia
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