Modeling and management of innovation activity of entrepreneurship based on analysis of socio-economic indicators

Abstract

Purpose. The purpose of the research is the development of scientific and methodological foundations of building a management models based on the analysis of socio-economic indicators, which from an economic point of view, can be regarded as a justification for the commercial prospects for the development of innovative entrepreneurship. Methods. In the study there were used methods of correlation and regression analysis of innovation activity of businesses at the regional level by the example of the Moscow region, by means of which author made an estimation of tightness and direction of the causal interdependencies among productive and the signs of endogenous model. Results. Proposed regression model of performance evaluation of innovation active enterprises can be successfully used in the construction of forecasting and management development models adapted to the practice. Application of the proposed methodological approaches to the modeling process allows to develop forecasts with a considerable degree of accuracy and reliability for management decisions and medium-term development planning. Scientific novelty. The resulting regression model allows implementing operational management of innovative business potential. The resulting values of indicators in the regression model are a tool for analyzing the effect of the factors considered in the level of innovation activity. Thus, the constructed models allow to carry out a comprehensive analysis as well as operational management and forecasting of innovation.