Assessment of the impact of digital transformation on the development of logistics and supply chain management in Russia
Abstract
Within the framework of Industry 4.0, the entire supply chain is being transformed through the introduction of innovative approaches and modern development concepts, which significantly increases the management level of each counterparty. Therefore, in order to establish effective interaction between supply chain participants and their further expansion beyond individual organizations, it is necessary to find tools to make the supply chain more flexible and resilient to external influences. The article is devoted to the study of the impact of digitalization tools on the development trends of supply chain management in Russia, improving the operation of all supply chain processes. Through the use of Industry 4.0 technologies and artificial intelligence in the supply chain, it is possible to achieve satisfaction and efficiency in the work and interaction of counterparties with each other. The analysis of domestic news reports on supply chain management and logistics from the RSS-block of the Lenta.ru website from January 2017 to December 2023 was carried out using the BERTopic natural language model, which leads to clusterization based on similarity of content and highlights current trends in logistics development in Russia. In order to find patterns in the development of logistics, the correlation relations were calculated using the Python programming language and a matrix of paired correlation coefficients was constructed.
About the Author
M. K. Paravyan
Siberian State Automobile and Highway University
Russian Federation
Russian Federation
M.K. Paravyan – research engineer of the Scientific Research Department
Omsk
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For citations:
Paravyan M.K. Assessment of the impact of digital transformation on the development of logistics and supply chain management in Russia. Vestnik of Samara State University of Economics. 2025;(5):103-116. (In Russ.)
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