Evolution of the Category "Methodology of Innovation Research" in the Digital Network Economy

Relevance. The dynamics of economic development presupposes its complex, synergistic nature. In the context of digital transformation, methodological searches in the economy, being the core, are combined with social, psychological, territorial, biological and other scientific searches that reflect network pluralism, which require further research.
The purpose of this scientific work is to justify the rationality of the system approach in the economy, reflecting the general provisions and features of innovation.
Objectives. Consider the category of "methodology of research in economics", based on the provision of innovative activities and relationships with other sciences (philosophy, social scientific disciplines).
Methodology. The problems of economic development, the solution of which entails qualitative and quantitative changes in the social sphere, are the subject of our research. The originality of the author's approach to the methodology of innovative systems is determined by the wide divergence of economic results, when the problems of deviations in economic development are considered from different sides: classical and neoclassical schools.
Results. The analysis of approaches to the methodology of economic research (historically determined forms of organization of research activities, fundamental ideological attitudes that determine systemically organized research programs, and others) is carried out. The features of the development of complex and simple systems in the economy are considered, a system of methodology is proposed, taking into account innovation activities and the features of the development of the digital network economy in the Russian Federation. The authors present a complex system of network structure, taking into account the peculiarities of the methodology of innovation activity as the most valuable results not only in scientific, but also in theoretical activities, using a logical intellectual apparatus that allows various ways of managing to move to practice.
Conclusions. It is proposed to consider the structure of modern economic innovation methodology, based on the science of the evolution of economic analysis, which in turn forms a different instrumental apparatus

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