Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 4, Pages: 1594-1598  
J. Environ. Treat. Tech.  
ISSN: 2309-1185  
Journal web link: http://www.jett.dormaj.com  
https://doi.org/10.47277/JETT/8(4)1598  
Scenario Forecasting and Monitoring of Regional  
Development Clusters of Economic Entities  
3
1
2
Alexander Sergeevich Rodionov *, Vladimir Borisovich Soloviev , Evgeny Vasilievich Sukhanov ,  
Nikolay Viktorovich Valuyskov4  
1
Financial University under the Government of the Russian Federation, Moscow, Russia  
2
Znanstvene informacije, d.o.o., Ljubljana, Slovenia  
3
Russian Academy of National Economy and Public Administration under the President of the Russian Federation Lipetsk branch, Lipetsk, Russia  
4
Don State Technical University, Rostov-on-Don, Russia  
Received: 25/06/2020  
Accepted: 28/09/2020  
Published: 20/12/2020  
Abstract  
Real-time management becomes a necessary condition for the sustainable development of economic entities in the context of uncertainty.  
Regional development of the territory includes the creation of clusters to stimulate economic development. The scenario forecasting of the  
sustainable functioning of economic entities, as well as a proactive risk-oriented approach to strengthening positive trends and reducing  
negative consequences in the course of implementing decisions, are an important task. Monitoring as a means of conducting continuous gap  
analysis is an important tool for such management. The authors develop a phenomenological approach to project management in the context  
of instability and uncertainty of the business environment, to quantum thinking, dynamic planning, and control in the extreme project  
management.  
Keywords: Management, Clusters, Scenario forecasting, Sustainable development, Monitoring, Uncertainty, Business environment  
1
world. The search for a solution still remains extremely relevant.  
1
Introduction  
Scenario forecasting and monitoring of the formation of  
regional development clusters of economic entities are based on  
the dualism of divergent and convergent thinking of the decision-  
maker. On the one hand, this is a broad opportunity to enter the  
world system of the sixth technological order of Industry 4.0,  
while on the other hand, to become a Kenichi Ohmae’s cluster [2]  
of one of the three world empires: the United States of America,  
Europe, or China. Ohmae’s model, according to which a  
successful strategist should focus on the three "C": Corporation,  
Customer, and Competitors, has become world-famous. The three  
The fundamentals of scenario forecasting, one of the ever-  
evolving foresight methodologies of the "foresight professor"  
H.G. Wells (1930), have earned recognition not only among  
science fiction writers, but also in academic circles. Assessments  
of the risks of life activity under various scenarios of planetary  
development are reflected in the fundamental works of scientists  
and practitioners. Within the framework of this article, the  
scientific views of J.A. Schumpeter, N.D. Kondratyev, P.A.  
Sorokin, N.N. Moiseev, P.G. Shchedrovitsky, G.G. Malinetskiy,  
A. L. Lurie, V.V. Glushchenko, K. Ch. Abta, J. Martino and a  
number of other public figures are of particular interest. Reports  
to the Club of Rome being almost annual and published since the  
late 60s of the 20th century could serve as an example of an  
amazing scientific and practical contribution to ensuring the  
sustainable development of civilization and its secure future.  
In 1996, in his publication "Agony of Russia: Does it have a  
future?", academician N.N. Moiseev attempted to analyze on a  
system basis the problem of choice [1]. The three decades that  
have passed since the transformational change called perestroika  
"C", like living organisms, constantly interact in a strategic  
triangle, whose vertices they are. "Mr. Strategy", as one of the five  
global management gurus according to the Economist Magazine,  
has maximally simplified the task of globalization and  
denationalization of economic interests to three "C". The cluster  
is a practical implementation of this paradigm.  
2 Methodology  
The research methodology is based on divergent thinking and  
phenomenological analysis. This approach is preferable for  
studying the phase space of events in the near and distant future  
in conditions of uncertainty and instability (turbulence) of the  
recent world development environment. The growth of the power  
of many reference points of bifurcation in decision-making, an  
(
1985 -1991), have not given an adequate answer to the  
problematic questions posed by the academician about a decent  
future, about country’s ability to influence it, and, the most  
general issue, whether Russia has the right to choose its path, or  
the country just represents "wagons at the marshaling yard" of the  
*
Corresponding author: Alexander Sergeevich Rodionov, Financial University under the Government of the Russian Federation, Moscow,  
Russia. E-mail: rodionov.a.s@bk.ru  
1594  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 4, Pages: 1594-1598  
obvious drift (approach) to the zones of singular transition to a  
new quality of civilization development require an instant  
reaction to the events taking place. The latter is impossible in the  
context of the differentiation of sciences according to narrow  
areas of cluster (convergent) thinking without a common integral  
foresight vision of the planetary development. The primacy of the  
technocratic approach to the realization of humanitarian values  
threatens the "robotization" of the human population, its  
disappearance as a biological species.  
disciplines gives more than one trillion new research areas (higher  
doctoral degree thesis). Today the society returns to the ideas of  
A. Comte (1798-1857), the founder of positivism and sociology  
as an independent science. In his classification of sciences  
(hierarchy or pyramid of sciences), physics was followed by  
chemistry and biology; while the pyramid of natural sciences was  
completed by social physics â€“ sociology [4].  
Based on Comte’s views, the authors added four more  
sciences to sociology: economics, ecology, cultural studies, and  
political science. The synergy of the five sciences is called  
Rodionov’s pentahedron [5]. The sector of ecology and  
economics of life preservation is at the base of pentahedron,  
economics and sociology are responsible for the quality of life,  
sociology and cultural studies create people’s way of life, while  
cultural studies and the ecology â€“ life quality. The height of the  
pentahedron from the intersection point of four diagonals to its  
top sets the vector of responsibility of political science for the  
LSA of the economic entity.  
The strategy of searching for the cause, deductive (global)  
thinking, and integral (conceptual) knowledge should replace the  
content of the contemporary strategy. It is necessary to interrupt  
the destructive (ostentatious) struggle with the consequence,  
exclude the inductive (local) approach in solving urgent problems  
of LSA, and stop in-depth differentiation in the training of  
narrow-profile specialists who know everything about nothing. It  
is necessary to enrich the key competencies of training with  
experience in the possession of key resources in basic activities.  
In scenario forecasting, it is important to keep in mind that  
mathematically any movement of a liquid â€“ from a ripple in a  
puddle to a tsunami â€“ represents a solution to the classical  
hydrodynamics equations. Initial and boundary conditions  
determine the cause and nature of the process under study. At that,  
it is impossible to solve hydrodynamic equations written in  
general form when considering a particular problem, since certain  
assumptions should be considered in each specific case. The  
implications of such assumptions may be of global significance.  
Computer simulation of weather conducted by E.N. Lorenz has  
revealed an unexpected "butterfly effect" â€“ the flapping of  
butterfly wings in Asia may affect the weather in New York [6].  
Scenario forecasting of the formation of economic entities  
development clusters is possible in two ways. One way was  
considered above. This is the seizure of vital resources, the  
militarization of the economy and society, and world hegemony.  
The second way, which Russia has been defending in recent years  
along with the right to preserve its identity, is the development of  
the individual and society, general disarmament, and, peaceful  
coexistence as a final result. Each of the tasks being solved to  
change the world order, international rules-based system, and  
outlook includes material (eco-), energy (ergo-), and socio-  
information (ego-) aspects; contains the laws (-nomics), science  
(-logic) and wisdom (-phy) of civilizational development. In the  
authors’ interpretation, the first, material level includes  
economics, i.e. the laws of coexistence, ecology â€“ the science of  
survival, and ecosophy â€“ the wisdom of settlement. The second,  
energy level includes ergonomics â€“ the laws of energy  
consumption, ergology â€“ the science of power supply, ergosophy  
3
Key research issues  
Civilization is entering a new era of its development, namely,  
information epoch. A unified field theory, in the context of the  
development of humanity, can be considered as a synergy of three  
field-based structures: material, energy, and information. When  
studying the quantum nature of the universe, it has been noticed  
that the combination of a certain number of similar structural units  
inevitably leads to the appearance of a new system with new  
systemic properties. At that, all units of the new structure become  
2
its subsystems. The land, material power of the tellurocracy gives  
3
way to the sea energy power of the thalassocracy . Therefore,  
access to the sea is a key factor for tellurocratic Russia to ensure  
the life-sustaining activity. The next overwhelming power was air  
and space, as well as information potency. Atomistic theories of  
the legally fixed primacy of the interests of the individual over the  
4
interests of society in a continuum of changes lead to the "erosion  
of law" to the level of egalitarianism. Developing the idea of Karl  
Schmitt (1988-1985), one of the founders of the war theories, it  
can be stated that in this case, national, traditional, cultural,  
professional, and family conditions of preservation, level, way of  
life, and quality of life disappear.  
Taking into account the above, the main issues of the present  
study were formulated in the Kenichi Ohmae format as five "C"  
of the national strategy for life safety:  
The strategy for selecting the key parameters to assess the  
life-sustaining activity (LSA);  
The strategy for organizing the implementation of key  
parameters (IKP);  
The strategy of motivation and monitoring the IKP and LSA;  
The strategy of compliance of IKP and LSA;  
Strategy for coordinating the IKP and LSA in real-time mode.  
The strategy for selecting the key parameters to assess LSA is  
based on a phenomenological approach, which in the authors’  
publications is treated as the Rodionov’s paradigm. It is based on  
a simple idea: the differentiation time in studying sciences  
according to W. Humboldt (1767-1835) has long passed [3], as  
well as the division of sciences into natural sciences and  
th  
th  
humanities of modern age (the beginning of the 16 -17  
centuries), which was the period of rapid development of  
experimental science in Europe. Today, according to the authors,  
th  
th  
modern age (19 -20 centuries) can be called super modern age.  
In the information age, it is necessary to integrate all the sciences  
into mega natural science. Recall that classical natural science  
(
nature study) appeared more than 3000 years ago. In those early  
days, there was no division of real knowledge into natural  
sciences and humanities. Today, a simple combination of 15 basic  
2
Tellurocracy is a type of civilization or state system that is clearly associated with the development of land territories and consistent penetration into inland  
territories.  
3
4
Thalassocracy is a state with primarily maritime realms, an empire at sea, or a seaborne empire.  
From Latin continuum, meaning continuous, solid.  
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Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 4, Pages: 1594-1598  
–
the wisdom of power distribution. Finally, the third socio-  
mandatory implementation become the "Bible" of the business  
organization, the main goal of the economic entity with strict rules  
and regulations. Material, moral, and career incentives for  
employees depend entirely on the achievement of targets.  
Preference is given to a linear and formalized system (standard  
rules, templates, and procedures).  
informational level includes egonomics â€“ the laws of morality  
ecological imperative), egology â€“ the science of national culture  
(
preservation and development, and egosophy â€“ the wisdom of  
cultural diplomacy.  
The solution to the issue of the future of the global civilization  
in the context of continuous differentiation of knowledge has lost  
its primary basis. As the outstanding philosopher and logician of  
Second, it is innovative quantum thinking, based on the  
existence of a dynamic goal that changes its position in space and  
time. The way to achieve results in such a situation is  
unpredictable and must change as one gets closer to the goal. The  
transience of changes and the speed of their appearance becomes  
the norm of life, while a quick response to them is a condition for  
survival. The importance and role of decision-makers and the  
persons influencing the decision are sharply increasing. This  
concerns any level executives from the CEO of the company to  
the executive head of the nation. Any mistake or miscount can  
lead to inevitable consequences. Decision-making executives  
with the gift of a visionary become highly demanded. The  
stagnant times have passed, and are now unlikely to ever return.  
The ability to learn and retrain (Life Live Learning, life-long  
learning, LLL) becomes mandatory for everyone. Professional  
knowledge, skills, abilities, art, and mastery can become  
unclaimed at any time, while the business entity can be declared  
bankrupt. With the emergence of the Internet, innovation cannot  
be stopped, and the power of the bureaucracy, as a deterrent on  
the way of STP, has completely lost its strength. It is useless to  
struggle against changes; they must be taken for granted. And it  
is even better to participate directly in their appearance and  
manifestation. Adaptability is more important than predictability.  
In contemporary interpretation, strategy development also  
requires a certain strategy. One can distinguish five stages of  
changing the approach to strategy formation. At the first stage,  
according to IBM (International Business Machines), "The big  
companies eat up the little ones". In the second stage, according  
to the BMW (Bavarian Motor Factories), "The fast companies eat  
up slow ones". At the third stage, as proclaimed by J. Welch (J.  
Francis "Jack" Welch, Jr., b. 1935) [13], the legendary CEO of  
General Electric, it is important to be the first. The first, as a rule,  
always gets 50% of the niche in the new market. Being an  
organizer and able to survive is an actual strategy for ensuring a  
safe life and activity. The concept of the product (service) life  
cycle of a market economy, which has become a classic, is  
described in the scientific literature in sufficient detail. One of the  
first to put it forward in 1965 was the American economist Th.  
Levitt (1925-2006) [14]. He identified four stages of the product  
life circle, gave a description of each of the stages, and explained  
why any product left the market over time. In a simplified form,  
one can distinguish strategies in marketing, finance, production,  
and personnel management at the four stages of developing  
product market: product launch, growth, maturity, and decline.  
Today, the concept of the product life cycle requires an extended  
interpretation.  
th  
the 20 century, K. Popper (1902-1994) noted, with this  
approach, each solution to a problem generated new problems [7,  
p. 274]. The situation is becoming critical. The cumulative effect  
increases. The intensive use of natural resources is accompanied  
by environmental pollution. Widespread implementation of  
scientific and technological progress in the context of quasi-  
market relations is accompanied by the aggravating of natural,  
man-made, and socio-economic hazards and shocks. Emergencies  
that used to happen once every 100 years now occur every 10  
years. The consequences are becoming more dangerous for the  
economy, the population, and the environment. Direct and  
indirect damages from emergencies reach 4-5% of the gross  
national product of the Russian Federation. Given the fact that  
Russia is rich in natural and human resources, has a huge potential  
for LSA, it is of undoubted interest for territorial claims,  
"friendly" or hostile absorption by several militarily strong states  
of the world. The problems around the Arctic and Antarctic are  
also becoming quite urgent.  
The web-style of safe LSA in the digital economy assumes  
that the speed of obtaining and amounts of relevant information  
tend to the maximum, while the time for its awareness for  
practical implementation is minimized. The open mind and  
broader vision of an ordinary observer give way to the overmind  
of an entrepreneur, myth designer with a "sliding horizon  
(
gradient) of planning" for at least five years. Real-time  
management implies that in a planned "cold" economy, strategic  
guidelines can be revised every 3-5 years, while for a "warm"  
market economy â€“ every year. An innovative, "hot" economy  
requires adjusting five-year goals and targets every quarter.  
"Plasma digital economy" involves monthly updating of the  
development strategy for the next five years.  
Monitoring of the sustainable development of economic  
entities (EE) in an uncertain and unstable business environment  
requires possession of new quantum thinking. In contrast to the  
linear mechanistic approach of the worldview of the Newtonian  
era (I. Newton, 1642-1727) [8], the paradigms of Einstein  
(
A.Einstein, 1879-1955) [9], Planck (M. Planck, 1858-1947) [10],  
and other geniuses of quantum physics qualitatively changed the  
definitions of the universal laws. Following the logic of D.  
DeCarlo, the well-known author of the business bestseller  
"eXtreme Project Management" [11], the decision-maker and the  
person influencing the decision should freely navigate in two  
worldview models, two mental realities.  
First, it is causative-consecutive thinking, where the life cycle  
of management has, as it was shown in the works of Harvard  
School Professor Larry Greiner [12], alternating creative and  
bureaucratic development phases. His approach to the  
organization as a living organism ("Evolution and Revolution as  
Organizations Grow", 1972) is now widely acknowledged.  
Minimization of any changes so far remains a distinctive feature  
of the bureaucratic stage,  
technological progress (STP), and the main obstacle to the  
implementation of innovations. The directive plan and its  
Today, tolerance to changes is a defining feature of the  
business culture of the future. Its defining features are the  
principle of delegating responsibility instead of directive  
management, self-improvement and self-organization, and life-  
long learning (LLL). All of the above has already become the  
reality of today. Classical methods of managing material objects  
and directing people are no longer effective. "Business @ the  
Speed of Thought" is not only the title of a bestseller [15] by Bill  
Gates (1955) but also a key factor in achieving success in the  
a deterrent of scientific and  
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2020, Volume 8, Issue 4, Pages: 1594-1598  
business environment. The leadership style in quantum  
management is characterized by searching for the desired result  
rather than achieving it. The management methodology consists  
in monitoring requirements, implementing changes at a high rate,  
the continuous implementation of innovations, constant  
technological improvement, and cross-functional organization of  
the process. Uncertainty management represents the future  
profession of futurists, who are gradually replacing marketers.  
The viewpoint of "what is good and what is bad" today depends  
on the particular situation and the standpoint of what is  
happening. This is why the cultural aspect of change is so  
important today, for example, acceptance (the ability to perceive  
reality as it is) or rejection of such a mass phenomenon as  
corruption.  
responsibility of each person for the world structure and order,  
outlook, and awareness is very important.  
The Quantum World of the civilization progress did not want  
to limit itself to the procrustean bed of an inanimate machine. The  
society became aware of its dynamic properties, things  
disappeared, and emotions revived, the craving for vital energy  
appeared, and the purposeful search for new building blocks of  
matter had lost its meaning. Billiard balls moving by the cue and  
characterized by predicted contact interaction are replaced by the  
"agents" – positions, impulses, particles, waves, masses, energies,  
reactions to each other, and the external environment. And all this  
occurs in the world web of relationships. Today the society is  
abandoning the concept of predictability and starts thinking about  
potentials. The Heisenberg uncertainty principle states that one  
can measure either the particle's aspect or the wave’s aspect, i.e.  
either location or energy, but it is impossible to measure both at  
the same time.  
The three-hundred-year cycle of classical science  
development has ended. Newtonian mechanics has been replaced  
by Einstein's theory of relativity. In the new world of quantum  
and quark science, the building of the old worldview suddenly  
became  
a
museum exhibit of scientific achievements,  
4
Conclusion  
observations and insights, discoveries, and delusions. Over a long  
time, society rejected everything that seemed to be pseudoscience  
The path taken over digitizing the economy can be  
characterized by the physical laws of motion: uniform (before the  
9th century), uniformly accelerated (since 1858), and  
(
cybernetics, genetics, etc.), everything that was not within the  
1
framework of law or regularity understandable to every person.  
Heretics were burned at the stake of the middle ages. Scientists  
whose views did not fit into the procrustean bed of generally  
recognized scientific schools were subjected to ridicule. It seemed  
that one more effort and the world of science would become  
logical and understandable as clockwork. Economists have  
already predicted sustainable economic development without  
crises and shocks. Time has amended. The crises remain. They  
became a characteristic feature in almost all life spheres.  
Pseudoscience cybernetics has become an advanced scientific  
thought, and genetics – the basic technology of the new  
technological order. The virtual life of society is crowding the  
real-life activity. Virtual digital (crypto) currency generated by  
miners "from the vacuum" of computer farms is universally  
exchanged for real money. Practical experience and laboratory  
tests gave priority to computational simulations and then  
cognitive experiments.  
Monitoring of the deviation of real changes from expected  
indicators can be carried out using GAP analysis. Among the  
identified reasons for deviations, the most common are the  
following: time delay in implementation; hidden problems that  
were not identified until the last moment; ineffective coordination  
in eliminating the identified problems; diversion of forces and  
funds for the rehabilitation of emergencies; lack of proper  
professionalism and required competencies (unconscious  
incompetence), revealed only during the implementation of the  
tasks being solved; and the impact of uncontrolled factors of the  
business environment (sanctions, competitors). Moreover, there  
might emerge other new reasons.  
th  
accelerated (the end of the 20 century). Before the age of the  
telegraph, this was "material" process of transmitting  
a
information, limited by the speed of the courier service. The  
electromagnetic telegraph freed information communications  
from spatial and temporal material restrictions and revolutionized  
the global economy and social relations. Flows of electric energy,  
electricity-based way of life allowed the civilization to make a  
qualitative leap in its development. Air wireless Internet in the  
th  
90s of the 20 century covered the information sphere of the  
planet with the World Wide Web (www). Today the society lives  
in the sixth technological order (2010-2050) of the information  
revolution [17, p. 80]. Its core is interpenetration or NBICS-  
convergence (Nano-, Bio-, Info-, Cogito-, Socio-) of nano-, bio-,  
info- cognitive (thinking), and social technologies. The seventh  
technological order of civilization development should directly  
connect human thinking (consciousness) to the infrastructure of  
Industry N.0 (currently, industry 4.0), bypassing the latent phase  
of passing knowledge through the filter of science. In the authors’  
paradigm [18, 19], the key indicators of scenario forecasting of  
clusters formation of economic entities' LSA are: 1) preserving  
life and favorable conditions of LSA of both economic entities  
and population in general; 2) a decent level of LSA; 3) national  
way of life; 4) quality of LSA. The synergy of four indicators and  
state compliance is a necessary condition for well-being. Creating  
clusters seems valuable for the target project, rather than for  
differentiated narrow areas of LSA. Examples of such integrated  
clusters today are multi-universities and science towns. Having  
passed several technological stages, advanced countries are  
entering the sixth stage of NBICS-technologies, the stage of  
territorial clusters, virtual reality of the information age,  
knowledge economy, and reframing of ideas and worldviews. At  
a time when the amount of information has grown exponentially  
by six orders of magnitude, education has become imageless and  
ugly without visualizing the sustainable development of the world  
in specific images and scenarios of the future. Monitoring the  
sustainable development of economic entities in the context of  
uncertainty, extreme management in real-time mode is now a  
necessary condition for survival and ensuring the safety of the  
LSA. Planned figures and decision-making management have  
Relatively recently, sociologist Z. Bauman (1925-2017) [16]  
introduced the concept of Liquid Society (LS) - a society that is  
in a liquid state, adding this concept to already known two social  
structures of Land Power and Sea Power. Bauman detected the  
transition from a dense, structured world, burdened with a whole  
network of social conditions and obligations to a plastic, fluid  
world, free of fences, barriers, and borders. In the digital age,  
getting information does not require direct communication among  
people. A person isolates from society with the illusion of  
independence from it. Therefore, education of the sense of  
1597  
Journal of Environmental Treatment Techniques  
2020, Volume 8, Issue 4, Pages: 1594-1598  
been consigned to history. Quantitative factors of business  
success are replaced by their qualitative content, which causes an  
emotional response in both the consumer and the manufacturer of  
goods and services. The digitalization of goods and services  
offered by economic entities gives them mental features.  
Understanding the way of thinking, the general spiritual mood of  
[10]Plank M. General Mechanics: Introduction to Theoretical Physics.  
Part 1. London: Macmillan and Co., Limited; 1932.  
[
11]DeCarlo D. eXtreme Project Management: Using Leadership,  
Principles, and Tools to Deliver Value in the Face of Volatility  
Moscow: Kompaniya p.m. Office; 2005.  
[12]Greiner LE. Evolution and Revolution as Organizations Grow. Saint  
Petersburg University Bulletin. 2002; 2:76-92.  
a
person, and groups becomes  
a
driver of sustainable  
[13]Welch J, Welch S. The Winning. London: Harper; 2007.  
[14]Levitt T. Exploit the Product Life Cycle. Harvard Business Review.  
1965; 43:81-94.  
development, determines the market trajectory of the successful  
promotion of an economic entity in a competitive business  
environment. The principle, which is brilliant in its predictive  
value, still needs to be understood in relation to the socio-cultural  
and economic environment. The destructive emotional energy of  
the "revolutionary masses" is still more attractive and  
understandable to the majority of the population. The launch of  
the energy of creation in anticipation of the embodiment of the  
[
[
[
15]Gates B. Business @ the Speed of Thought: Succeeding in the Digital  
Economy. Moscow: Eksmo; 2003.  
16]Bauman Z. Liquid Modernity and Power: A dialogue with Zygmunt  
Bauman. Journal of Power. 2008; 1(2):111-130.  
17]Glazyev SYu. Strategiya operezhayushchego razvitiya Rossii v  
usloviyah global'nogo krizisa [Strategy of advanced development of  
Russia in the context of the global crisis]. Moscow: Ekonomika;  
2010. 255 p.  
"ghost of communism" has exhausted itself. A full-fledged  
optimistic scenario of world development is needed with clear  
indication of reference points and singularity zones of the threat  
to the very existence of mankind.  
[18]Rodionov AS. Ekonomika chrezvychajnyh situacij: ot likvidacii  
posledstvij normal'noj zhiznedeyatel'nosti [The economy of  
k
emergencies: From the elimination of consequences to normal life  
activity]. Economy. Business. Banks. 2020; 2(40):9-35.  
19]Rodionov AS. Cifrovaya ekonomika v global'nom kontekste [The  
digital economy in a global context]. Economy. Business. Banks.  
2020; 4(42):20-38.  
[
Ethical issue  
Authors are aware of, and comply with, best practice in  
publication ethics specifically with regard to authorship  
(
avoidance of guest authorship), dual submission, manipulation  
of figures, competing interests and compliance with policies on  
research ethics. Authors adhere to publication requirements that  
submitted work is original and has not been published elsewhere  
in any language.  
Competing interests  
The authors declare that there is no conflict of interest that  
would prejudice the impartiality of this scientific work.  
Authors’ contribution  
All authors of this study have a complete contribution for data  
collection, data analyses and manuscript writing.  
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