Analysis of risk factors hindering the introduction of advanced production technologies. Digital models and solutions
In this paper, the authors consider the factors influencing the introduction of advanced production technologies in the federal districts of the Russian Federation. A statistical analysis was carried out on the topic under study, as a result of which the indicators of the level of innovative activity of organizations and the share of innovative products in the total mass of goods were studied. It is revealed that the Volga Federal District is the leader, the North Caucasus, Ural, Siberian and Far Eastern Federal Districts are among the laggards. The probability of the influence of individual risk factors that have a negative impact on the introduction of production technologies at enterprises is calculated. It is revealed that the main risk factors are difficulties in hiring qualified personnel, low return on investment or a long payback period and the complexity of integrating technologies into the organization's processes.