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The purpose of the paper is to determine the perspectives of diversification of educational services in the conditions of industry 4.0 on the basis of artificial intelligence (AI) training, determine the consequences of this process for academic and teaching staff and to develop recommendations for its practical implementation.

The methods of horizontal, trends and regression analysis are used for studying social consequences of digital modernization of the markets of higher education (for academic and teaching staff). The research is performed by the example of modern Russia on the basis of the statistical data of Federal State Statistics Service and the International Telecommunication Union. The timeframe of the research covers academic years 2000/2001-2018/2019.

It is determined that digital modernization of the sphere of higher education stimulates the reduction of the universities’ need for academic and teaching staff and growth of their unemployment. However, further digital modernization of economy on the basis of breakthrough technologies of industry 4.0 will lead to creation of a new type of educational services that are provided within entrepreneurship of universities – AI training of business. This will ensure development of university entrepreneurship (and reduction of dependence of universities on state financing), as well as growth of the employment opportunities for experts (academic and teaching staff) in the sphere of AI, which will not depend on the number of students, but will be connected to demand for AI training from digital business.

The role of AI training in the structure of production business processes of a university in the conditions of industry 4.0 is determined. The necessity for state stimulation of development of digital business in the modern economic systems is substantiated. It is shown that government has to pay close attention to the issues of support in the sphere of AI and mass distribution of their results. Because of this, it will be possible to control social risks in the sphere of higher education.

The purpose of this paper is to substantiate the perspectives and to develop recommendations for managing digital modernization of regional markets of educational services in the conditions of formation of Industry 4.0 by the example of modern Russia.

The methodological basis of the research consists of the hypothetical and deductive method. The offered hypothesis of the necessity for decentralization of managing digital modernization of regional markets of educational services in the conditions of formation of Industry 4.0 is verified with the help of a complex of methods of economic statistics (econometrics), namely, the method of regression analysis and analysis of variation. The research objects are regions of modern Russia that are peculiar for the highest level of scientific and technological development (top 15 of 83 regions at the beginning of 2019), which shows their largest progress in formation of Industry 4.0. The information and empirical basis of the research consists of the materials of the report on human development in the Russian Federation “Human and Innovations”, prepared by the Analytical Center for the Government of the Russian Federation (values of the education index are taken from it), and analytical materials of the rating “Level of Development of Science and Technologies in Regions of Russia” as a result of 2018, prepared by Ria rating (values of the index of scientific and technological development are taken from it).

It is determined that regional specifics are not sufficiently considered during management of modernization of regional markets of educational services in the conditions of formation of Industry 4.0 in modern Russia. This reduces efficiency of managing digital modernization of regional markets of educational services and leads to the fact that these markets do not perform their function of infrastructural provision of Industry 4.0, slowing down the process of its formation.

The necessity for managing modernization of the markets of educational services in the conditions of formation of Industry 4.0 at the regional level, in view of specifics of the regional economy, is substantiated. For this, a conceptual model and recommendations for its practical application in modern Russia are offered.

The purpose of this paper is to substantiate the perspectives of using remote education as a means of restoring Russian recessing regions’ economy and develop framework recommendations for this.

The set goal is achieved by finding the dependence of the values of indicators of socio-economic development on the level of development of education in Russian regions. The methods of regression and correlation analysis are used for that.

The findings showed a moderate direct connection between the development of education and socio-economic position of the region if found. Qualitative analysis allowed substantiating large perspectives of using remote education as a means of restoring Russian recessing regions’ economy, which have two manifestations. The first one is related to the increase of accessibility of educational services in Russian regions. Due to this, the potential of development of region’s human potential is better realized. Being one of the key resources in the conditions of knowledge economy, human resources stimulate the activation of entrepreneurial activities, growth of labor efficiency and innovational activity of region’s companies. The second manifestation envisages the formation of entrepreneurship in the sphere of remote education as a growth vector and source of competitive advantages of recessing region’s economy. This opens possibilities for the formation of knowledge economy in region and supporting its high competitiveness. Low capital intensity of entrepreneurship in the sphere of remote education makes it accessible for development even in recessing regions, stimulating the growth of the volume of tax revenues into the regional state budget and formation of its positive balance.

For the practical implementation of the determined large perspectives of using remote education as a means of restoring Russian recessing regions’ economy, authors’ framework recommendations are offered, which are aimed at the improvement of normative and legal conditions for the conduct of entrepreneurial activities in the sphere of remote education, information support for this entrepreneurship and its marketing support and promotion as a basis of region’s economy’s competitiveness.

The purpose of this paper is to study the influence of remote education on the consumer value of university education by the example of modern Russia.

The authors determine the consumer value of university education in modern Russia in the conditions of the availability of predominantly traditional education; determine socio-economic problems that are caused by the low consumer value of university education in modern Russia; determine the potential of remote education in the increase of the consumer value of university education; and develop recommendations for the increase of the consumer value of university education in modern Russia through the development of remote education.

It is concluded that traditional university education is dominating in Russia. It is standardized and does not allow for the full consideration of individual capabilities and needs of each separate student, which causes the low consumer value of university education. The limitation of traditional and remote education, caused by the fact that educational services in each form are provided by completely different universities, hinders the development of the potential of remote education in stimulating the increase of the consumer value of university education.

In order to solve this problem, it is recommended to unify traditional and remote education within the diversification of the forms of the provision of educational services by modern Russian universities. For that, a conceptual model for increasing the consumer value of university education in modern Russia through the development of remote education is presented. This model focuses on applicant and students with their individual capabilities and needs and universities with their material and technical, intellectual, marketing and other resources. At that, the educational form goes to the background, being not a self-goal but a method of its achievement – the provision of the high consumer value of university education.

The working hypothesis of this research is that specifics of activities of university that provides remote education does not allow using the same evaluation criteria for assessment of its competitiveness that allow assessing competitiveness of university that provides traditional education. The purpose of this paper is to verify the offered hypothesis, study the modern Russian experience of evaluating the competitiveness of university that provides remote education and develop methodological recommendations for improving this process.

The authors use the existing scientific approaches to determining competitiveness of a company, including university, for complex and comprehensive study of the set problem. The information and analytical basis of this research is formed of methodological materials of the ranking of best universities of Russia for 2017 according to independent analytical agency “RaExpert” and “Announcement of open competition for state support for leading universities of the Russian Federation for the purpose of raising their competitiveness among the leading global scientific and educational centers of the Ministry of Education and Science of the RF.”

The offered hypothesis was proved. It is concluded that modern Russia uses the same (common) criteria for evaluating competitiveness of universities, regardless of the form of provided educational services. This is incorrect from the scientific and methodological point of view, as the work shows that most criteria are characterized by different applicability as to the university that provides traditional education and the university that provides remote education.

Methodological provision of evaluating the university’s competitiveness that provides remote education is elaborated by the authors by development of additional criteria. It is recommended to assign weight coefficients to all criteria depending on the level of applicability (importance) as to the university that provides remote education.

The purpose of the work is to solve the set problem and to study the competition and perspectives of division of labor of humans and machines during creation of intangible assets in Industry 4.0.

The research is performed with the help of regression and comparative analysis by building regression curves and with the help of the qualitative structural and logical analysis.

The authors perform an overview of the factors that determine the advantages and limits of participation in creation of intangible assets in Industry 4.0, determine the perspectives and compile recommendations for division of human and machine labor during creation of intangible assets in Industry 4.0.

The results of the performed research confirmed the general hypothesis that machine technologies allow improving the innovative, marketing and organizational and managerial activities and activities in the sphere of R&D through automatization of certain stages of the process of creation of intangible assets. The authors determine the factors that define the contribution of machine technologies in this process and their competitive advantages as compared to human intellectual capital during creation of intangible assets. These advantages prove the possibility and expedience of division of human and machine labor during creation of intangible assets.

The purpose of the research is to determine the current contradictions and perspectives of convergence of social development and economic growth for the purpose of formation of the scientific and methodological basis of targeted and efficient state regulation of these processes, which would allow for their harmonization and systemic acceleration.

The authors use correlation analysis for calculating the correlation of the rate of economic growth (according to the forecast of the IMF) and the indicators of qualify of life, calculated by Numbeo, and the index of economy digitization, calculated by the IMD. The research is performed based on the 2020 data. On the basis of the established dependencies, the authors use the method of hierarchy analytics of T.L. Saaty for determining the contribution of social development into economic growth.

The authors substantiate the existence of close interconnection between social development and economic growth and determine substantial differences in this interconnection in developed countries (correlation – 52%), where only purchasing power of population and society's digitization contribute into acceleration of economic growth, and in developing countries (correlation – 48%), where quality of life, environment protection, living standards and society's development level contribute to acceleration of economic growth.

It is proved that in the course of the increase of the level of social development, it contradicts economic growth – due to which the possibilities of state regulation of the interconnection of these processes are limited. The authors develop a conceptual model of convergence of these processes through the prism of phases of the economic cycle. The compiled model reflects the authors' recommendations at each phase of the economic cycle, due to which state regulation of socioeconomic development will become targeted and efficient.

The purpose of the work is to determine the role and functions of mediator in the process of decision-making in modern business systems.

The methods of systematization, classification, structural and functional, comparative and logical analysis, and formalization are used.

Six types of mediator are used: state regulator or independent organization, regulator of integration association, psychologist and pedagogue, business consultant, top manager, and auditor (controller). It is shown that the role of mediator in the process of decision-making in modern business systems consists in quick overcoming of emerging contradictions with their functioning and development and preventing their turning into conflicts and crises. Mediator can perform the following functions in the process of decision-making in modern business systems: provision of balance of interests of business and society, provision of balance of interests of business system and integration association of which it is a participant, management of conflicts of interests of employees during collective decision-making, provision of balance of interests of employees and business managers, solving contradictions of interests of business managers, and monitoring and control over observation of laws and interests of business owners. A generalized structural and logical scheme of mediative solution of contradictions during decision-making in a modern business system is compiled.

It is substantiated that mediation could be in high demand by modern business systems, as it allows for successful overcoming of their internal and external contradictions.

The purpose of the chapter is to study dynamics of development of economic conflicts and to develop a conceptual model of conflict of socio-economic system as an analog to the model of economic cycle.

The author compiles and analyzes the existing conceptual static model of conflict of a socio-economic system. The theoretical basis of the research includes the works of modern authors that reflect provisions of the theory of cycles and devoted to cyclic fluctuations of socio-economic systems. The methodology of the chapter includes the method of dynamic modeling of the process of development of socio-economic systems and the method of formalization (graphic presentation of the obtained results and conclusions). Also, the author uses the complex of general scientific methods within the systemic approach – induction, deduction, analysis, and synthesis.

It is substantiated that the existing conceptual static model of economic conflict, which treats it as a non-recurrent phenomenon in socio-economic system, contradicts its dynamic nature. Instead of this, similarly to the model of economic cycle, a conceptual dynamic model of conflict of socio-economic system is developed, which treats economic conflict as a process that develops according to a certain algorithm and is constantly repeated.

The offered conceptual model of conflict of a socio-economic system as an analogue of the model of economic cycle allows specifying the methodology of studying economic crises, which are manifestations/examples of economic conflicts. This model emphasizes the dichotomic nature of economic conflict (its probable negative or positive consequences), which allows for more precise treatment of economic crisis – which is usually considered to be a negative phenomenon. According to the offered model, crisis is not a phase of economic cycle but socio-economic process that is characterized by cyclic fluctuations. As is expected, the developed model will allow describing the practice of development of modern socio-economic systems with higher precision.

Purpose: The purpose of the work is to determine the basic principles of functioning and development of modern business systems.

Methodology: The author uses the method of logical analysis (analysis of causal connections), the method of systematization, and the method of formalization.

Conclusions: The basic principles of functioning of a modern business system are determined: uniqueness, marketing activity, effectiveness, openness, and flexibility. They form under the influence of such factors of the business environment as competition, marketing relations, deficit of resources, globalization, and innovational economy. Only under the condition of observation of all these principles, a business system can achieve and preserve competitiveness and function and development in the business environment. A system of basic principles of functioning and development of a modern business system, which form under the influence of the above factors of the business systems, and results of observation of these principles are shown.

Originality/value: Peculiarities of making of managerial decisions in modern business systems, predetermined by observation of the basic principles, are shown: constant monitoring of external environment for determining new possibilities and actual problems and determining the need for managerial decisions; founding on materials of marketing research, conduct of marketing communications for informing and supporting loyalty of interested parties in the process of implementation of decisions; and striving for increasing or at least preserving the uniqueness and effectiveness of business system during decision making (criterion of optimality of decisions).