Sustainable Development of the Innovation System in the Context of
the Sixth Technological Paradigm
Yury V. Gusev
1a
, Tatiana A. Polovova
2b
and Alexei I. Pinsky
1c
1
All-Russian Research Institute "Tsentr", Moscow, Russia
2
Moscow Municipal University of Management of the Moscow City Government named after Yu. М. Luzhkov, Moscow,
Russia
Keywords: Innovative Development, Digital Economy, Technological Priorities Of The Sixth Technological Paradigm,
Sustainability Of Enterprises, Innovation Infrastructure, Innovation Activity, Innovative Territorial And
Spatial Formations.
Abstract: As a result of the desire to ensure high consumer characteristics of products and reduce individual production
costs below the socially required ones, technological changes occur over time, which are prerequisites for the
transition to a new technological mode. Priority preparation for a new technological mode becomes one of
the important tools of state policy to consistently ensure the economy's sustainability through the innovative
trend of development of the national economy as a whole and of the enterprises that make up its foundation.
However, this can only be realized through a shift in innovation priorities, radical transformation, and
investment in new technologies and areas of activity. The article considers several problematic issues related
to the transition of the economy to the sixth technological paradigm, the presence of which is due to the
peculiarities of territorial and spatial formations, heterogeneity of their resource potential, different innovation
activity of economic systems, as well as the need to identify effective principles and management mechanisms,
the choice of transformation models and formation of innovation infrastructure in conditions of existence of
multimodality of the Russian economy.
1 INTRODUCTION
In modern conditions of transition to technologies of
the sixth technological mode and digitalization of the
economy, it is the level of development of innovation
systems that largely predetermines the horizons of
national economic growth. In developed countries, as
a rule, the fourth and fifth technological modes
prevail. In the domestic economy, in addition to the
fourth and fifth patterns, there is the third one.
With significant improvement of the institutional
and infrastructural innovation environment in the
domestic economy, the methods and tools of
innovative activity of economic entities are
insufficiently implemented, which has a weak impact
on the development of innovation potential.
This leads to a significant lagging of the Russian
economy in the field of high technology. The
a
https://orcid.org/0000-0002-4739-2764
b
https://orcid.org/0000-0002-1412-8924
c
https://orcid.org/0000-0002-7946-3766
countries with the highest volume of high-tech
exports ($ billion) in 2019 were distributed as
follows: China, 715,843; Hong Kong, 322,038;
Germany, 208,677; US, 156,074; South Korea,
153,561; Russia, 10,864. Russia's high-tech exports
account for 1.5% of Chinese exports and 6.9% of US
exports (World Bank Group, 2021).
In this regard, the formation of a truly innovation-
active economy in the near future requires, firstly, a
clearly defined economic strategy in accordance with
the technological priorities of the sixth technological
mode, and secondly, the solution to the problem of
forming a system of innovation activity management
at all levels of the national economy.
Given the technological priorities of the sixth
technological mode, it is necessary to develop a
comprehensive approach to the transformation of
innovation infrastructure capable of ensuring
Gusev, Y., Pinsky, A. and Polovova, T.
Sustainable Development of the Innovation System in the Context of the Sixth Technological Paradigm.
DOI: 10.5220/0010588302070214
In Proceedings of the International Scientific and Practical Conference on Sustainable Development of Regional Infrastructure (ISSDRI 2021), pages 207-214
ISBN: 978-989-758-519-7
Copyright
c
2021 by SCITEPRESS Science and Technology Publications, Lda. All rights reserved
207
sustainable economic development and
competitiveness of the national economy in high-tech
markets.
2 RESEARCH METHODS
The study of the above problems is based on
methodological tools, ensuring the
comprehensiveness and objectivity of their study, in
particular, the dialectical methods of knowledge. We
are talking about the application of such general
scientific methods of knowledge, as analysis and
synthesis of theoretical material, generalization,
classification, grouping. This allows us to
substantiate approaches to the formation of the logical
structure of innovation activity management and the
organizational mechanism of functioning of the
system of innovation activity of enterprises and the
region in the context of the new technological mode.
The evidentiary basis of the hypothesis justification is
based on the method of comparative analysis, which
allowed us to compare different approaches to the
transformation of the innovative structure of the
national economy and the construction of
infrastructure adequate to the technological
challenges of the 4th industrial revolution. In order to
substantiate the author's position on the indicated
problems on the basis of general scientific methods of
abstraction and generalization, the theoretical
analysis of different points of view and scientific
views set out in the publications of academic
economists, as well as the synthesis of the materials
obtained. In addition, the experience of the authors of
this article as experts is involved.
As part of the ongoing research to conclude on the
feasibility of joint use in the study of systemic and
synergetic approaches, which allowed a constructive
approach to solving the problematic issues of research
and description of innovative activities and activities
of economic entities of different levels, capable of
self-development and changes in the system
properties that arise during technological leaps. This
is due to the duality of the manifestation of innovation
activity. In one case, the system through innovation
moves to a higher qualitative level, and in the other
case, through perturbing influences leads to a
violation of the stability of the system's functioning.
3 RESULTS OF RESEARCH
As we know, the functioning of economic entities is
based on such basic laws as development, self-
preservation, and synergy. According to the first law,
business entities are motivated to innovate in an
environment with factors of uncertainty and
competition. The development of innovation activity
in the system of economic and scientific and technical
relations of economic entities, as a rule, creates
synergetic effects. From the position of the state's
interests regarding changes in economic and
innovation priorities and values of market relations, it
is fundamental to ensure consistency of actions of all
participants of the innovation system (Shinkevich et
al., 2016), (Gusev et al., 2017), (Rodionova, 2016),
(Rodionova, 2015). The dual nature of innovation
should be taken into account. On the one hand,
innovation is one of the main sources of profit
growth, development of enterprises and territories,
and on the other hand, it is a possible source of risk
and loss of sustainability of enterprises.
As the research shows, the external environment
factors are becoming increasingly dynamic of change,
especially in the context of digitalization of the
economy and the 6th technological mode (Kaminsky
et al.,2019), (Gusev et al.,2016), (Golichenko, 2011),
(Kaminsky et al., 2019), (Sviridova et al., 2019),
(Digital Russia, 2019).
The first group of factors is manifested in relation
to the impact on socio-economic development
(including institutional environment factors). The
second - in connection with the impact on the state of
innovation potential of an economic entity. The third
group of factors directly influences innovation
performance and development (innovation activity,
innovation receptivity, etc.).
Low dynamics of the introduction of innovations
at the enterprises of spatial-territorial formations is
caused by the manifestation of factors of a negative
character. First, the risk of investing in new
innovative projects under conditions of instability of
both national and global economies. Secondly,
limited opportunities for investment in large
innovative projects that have a long payback period.
Thirdly, imperfection of the legal support of
innovation activities.
Low innovation activity is often related to internal
factors. An example could be large enterprises whose
degree of innovation activity is related to their
monopolistic position and to the rare application of
anti-monopoly legislation to them.
Thus, the development of innovation
infrastructure in different territorial-spatial
ISSDRI 2021 - International Scientific and Practical Conference on Sustainable Development of Regional Infrastructure
208
formations occurs unevenly, affecting, ultimately, the
state of the innovation environment of the national
economy.
Given the technological priorities of the new
technological paradigm, it is necessary to take
adequate measures to transform the national
innovation system (NIS) and adapt the national
economy to the new realities under the control of
government agencies with the ability to optimize the
emerging situation.
Of course, the development trajectory of
economic entities and territorial and spatial
formations should be sustainable. In this regard, two
problems become very urgent for economic entities
and territorial and spatial formations:
- transformation of the national innovation system
and ensuring the management of innovation activity
for its own development in the transition to the 6th
technological mode (Gusev et al.,2017), (Kaminsky
et al.,2019);
- ensuring at the same time the sustainability of
the national economy as a whole and individual
economic entities (Shinkevich et al., 2016), (Gusev et
al., 2016).
At the same time, based on the ideas about the
essence of innovation, it follows that their real
implementation and materialization take place largely
at the level of economic entities (enterprises), which
represent a system that has an integral characteristic
of abilities (competencies) and readiness to
implement innovations to obtain a specific target
result.
In this case, the enterprises - leaders perform the
function of poles of attraction for innovation and
development of production (in accordance with the
model of "growth poles" by F. Perroux). Later on, due
to economic growth, an increase of financial
resources, and infrastructure development there is a
gradual spread of positive trends and an increase of
efficient use of resources of spatial formations to the
whole economy.
At the same time, as research and scientific
publications show, megacities and clusters have a
significant impact on the formation of the innovation
environment in addition to enterprises. This is
ensured by a high degree of concentration of
scientific and technical resources and production
capacity. "Concentrating resources on key areas of
innovation ensures that it is scaled up in current and
strategic ways. This is especially true for
breakthrough technologies, the dependence of which
on the scale of funding is evident" (Gusev et al.,
2017). This conclusion finds support in publications
on this problem, e.g. (Shinkevich et al., 2016).
Currently, the "environment" cluster concept,
which is based on the approach to justify the
interaction between cluster participants (Rudskaia et
al., 2015), as well as the concept of forming network
mechanisms of relations between economic entities,
has been widely spread (Rodionova, 2016),
(Rodionova, 2015), (Vodolazhskaya et al., 2017),
(Petrikov, 2019).
The clusters created in regions and industries are
an example of the development of innovative activity
and the formation of a community of innovation
process participants (Petrikov, 2019).
For example, the share of Moscow in the structure
of gross value added of Russian regions in 2019 was
20.8% (Rudskaia et al., 2014). The clusters located in
the Moscow metropolitan area are focused on such
innovative areas of specialization as microelectronics
and instrumentation; industrial biotechnology;
medical industry; pharmaceuticals; new materials;
nuclear and radiation technologies. Quite large
clusters are developing in the megalopolis of St.
Petersburg and a number of other regions.
In addition to clusters, incubators and business
angels, university complexes and research centers,
venture capital funds, enterprises and organizations -
producers of products (services), as well as
consumers of products (services) are the basic
elements of a complete and functioning
infrastructure. The totality of such actors is the basis
of the architecture of interconnected and
interdependent processes of production, distribution,
exchange and consumption.
Infrastructure has a special place among the
elements of the innovation system, which plays a
crucial role in ensuring the coherence of all actors in
the economic process. The main provisions of
organizing the functioning of innovation
infrastructure are outlined in the works of many
researchers (Vodolazhskaya et al., 2014), (Gusev et
al., 2017).
The vector of infrastructural development of the
national economy during the transition to the 6th
technological mode should become new innovation
and technological trends, which determine the points
of growth, both at the level of enterprises and
territorial-spatial formations (Kalashnikov et
al.,2018), (Mudrak et al,2019), (Sviridova et al.,
2019), (Utepbergenov et al., 2018).
It seems that the priorities of innovation
infrastructure entities should be primarily determined
based not on the development of technologies and
processes of the new technological paradigm that
need to be implemented, but on the orientation
towards markets for products (services) produced on
Sustainable Development of the Innovation System in the Context of the Sixth Technological Paradigm
209
the basis of new paradigm technologies (for example,
intelligent urban mobility and telematic
transportation systems; neuroassistants,
neuroeducation, neuromedtech, and pharma; Big
Data and IIoT robotics; "smart" agriculture, etc.).
This is mainly due to the fact that specific
technologies only contribute to the creation of
market-demanded use value.
The state occupies a special place in the
innovation infrastructure, which performs, in our
opinion, four main forms of interaction with
economic entities and other structures of the national
innovation system.
First, the state structures form the institutional
environment and innovation climate for innovation
activity based on the state strategy with the focus on
the leadership in science and reliance on the scientific
and innovation potential of defense enterprises (the
state as an innovation customer), and act as a
regulator of innovation activity and transformation of
innovation into a market product.
Especially noteworthy in the context of transition
to the 6th technological mode is the importance of
forming an innovation strategy, transition of all
structural elements of the innovation environment to
a different qualitative state through the acquisition of
new properties. In addition, the state is a key enabler
of innovation.
Secondly, state structures carry out the
development of the innovation infrastructure
stimulating innovations.
The state creates special structures (networks of
innovation diffusion centers, advisory centers,
foundations for the financing of fundamental or
applied research; technoparks, incubators, and other
institutions providing services to innovative
companies; institutions promoting cooperation
between science and industry, etc.) that implement
innovation policy, ensure the receptiveness of
business entities to global scientific and technological
advances and coordinate their actions in the
innovation sphere.
Thirdly, state structures control the
implementation of national projects and also create
new competencies (professional retraining systems
and providing opportunities for workers to acquire
new skills that are in demand on the market
throughout their careers).
Fourthly, state structures act as a source of
funding for major projects, investing in selected
priority areas, innovative national projects,
fundamental or applied research.
The outlined functionality of state structures is
represented in Figure 1 in the form of a rhombus.
Figure 1: "State Functional Rhombus" in the national
innovation system.
The complexity and multidimensionality of the
structure and tasks of the national innovation system
make it necessary to form an effective mechanism for
coordination of interaction between the main subjects
of innovation activities and support of innovation
activities adequate to the challenges of the 6th
technological mode.
Figure 2 presents the conceptual scheme of
formation of the organizational mechanism of
functioning of the management system of the national
innovation system.
ISSDRI 2021 - International Scientific and Practical Conference on Sustainable Development of Regional Infrastructure
210
Figure 2: Formation of the organizational mechanism of the national innovation system management system.
4 RESULTS AND DISCUSSION
Both domestic and foreign specialists are engaged in
the research of issues in the field of innovation theory,
innovation management, and innovative development
of organizations.
The points of view of domestic and foreign
scientists on the problems under consideration are
presented in Table 1.
Sustainable Development of the Innovation System in the Context of the Sixth Technological Paradigm
211
Table 1: List of authors on the issues under study.
Issues under investi
g
ation Domestic and forei
g
n scientists
Development of theoretical and methodological
approaches to the management of innovation activity and
innovation activity of business entities. Interrelation of
innovation activity and its activity with parameters of
economic growth of economic entities.
Borisova E.Y., Vasilieva Z.A., Golichenko O.G.,
Grechenyuk A.V., Zeldner A.G., Izmalkova S.A.,
Korepanov E.N., Korolev D.V., Krotov M.I., Kurnysheva
I.R., Lavrova N.A., Nizhegorodtsev R.M,
Nikitin S.A., Sadkov V.G., Filimonenko I.V. et al.
Study of theoretical aspects of innovation activities Drucker P, Castells M., Mensch G, Santo B., Twiss B.,
Schumpeter J., Anchishkin A.I., Blyakhman L.S,
Valdaitsev S.N., Kondratyev N.D., Kokurin D.I., et al.
Development of innovation management tools and
mechanisms
Glazyev S.Y., Grinberg R.S., Golichenko O.G., Gokhberg
L.M., Gutman G.V., Zavlin P.N., Kazantsev A.K., Kovalev
G.D., Mindeli L., Fatkhutdinov R.A., Yuryev V.M. et al.
Study of innovation processes in territorial spatial
formations
Asaul A.N., Bakhtizin A.R., Bogdan N.I., Bodrunov S.D.,
Bortnik I.M., Glazyev S.Y., Glisin F.F., Golichenk O.G.,
Gokhberg L.M., Ivanova N.I., Ivanter V.V., Kuznetsov
S.V., Lundvall B., Malinin A. M., Mensch G., Nelson R.,
Perani J., Razumovsky V.M., Santo B., Twiss B., Freeman
K., Schumpeter J.A., Edquist C., et al.
Factors of innovative development of economic systems Goldobina M.V., Esina O.I., Kantserov R.A., Mitrofanov
M.Y., Monastyrsky V.V., Moskvin O.S., Olovyannikov
A.A., Razumovsky V.M., Sukhovey A.F., Freimovich
D.Y., Yur
y
ev V.N., etc.
Source: compiled by the authors.
The review of the literature shows that the
economic literature presents studies from the position
in sufficient detail:
adequate response of economic entities and the
economy as a whole to changes in innovation
and technology [Anchishkin A.I., Blyakhman
L.S., Glazyev S.Y., Goldobina M.V., Zeldner
A.G., Mensch T., Schumpeter J, Yuryev V.N.
et al;]
innovative and investment development,
determined by strategic trends and priorities in
the economy [Valdaitsev S.N. Drukker P.,
Clark K., Kondratiev N.D., Mitrofanov M.Y.,
Nizhegorodtsev R.M., Razumovsky V.M.,
Santo B. et al;]
management of innovation potential and
innovation activity of enterprises [Glazyev
S.Y., Gokhberg L.M., Zavlin P.N., Kazantsev
A.K., Kovalev G.D., Fatkhutdinov R.A.,
Yuryev V. M. et al];
The development of innovation activity and
activity of economic entities in the system of
cluster associations, megacities, and other
territorial and spatial formations [Aleshin A.V,
Alieva E.M., Asaul A.N., Gusev Y.V., Ivanter
V.V., Isaeva E.M., Mensch G., Nikulina O.V.,
Nelson R., Perani J., Polovova T.A.,
Rodionova N.D., Skoch A.V., Trofimova
O.M., Chernikov E.A., Chernova O.A.,
Shevchenko I.K. Schumpeter, J.A. et al.].
At the same time, the analysis of publications of
scientists-economists has shown that in the context of
the theory of innovation systems it is necessary to
further study the issues of transformation of the
innovation system and its entire infrastructure in
conditions of a radical change of technological
priorities in connection with the new technological
mode.
It seems that the creation of innovative
infrastructure of the national economy can be
implemented by changing the model of interaction
between the state and economic entities and territorial
spatial formations, including through the
improvement of the investment mechanism as a
national project.
For this purpose, an attempt has been made to
substantiate the main provisions of the conceptual
scheme of formation of the organizational mechanism
of functioning of the management system of the
national innovation system.
5 CONCLUSION
As a result of the study, the features of the current
stage of development of the innovation economy,
which intensify competition in the global market of
high-tech products, were identified:
ISSDRI 2021 - International Scientific and Practical Conference on Sustainable Development of Regional Infrastructure
212
The process of acceleration of scientific and
technological development, which is a
prerequisite for the transition of national
economies to the sixth technological mode as a
result of the fourth industrial revolution;
Artificial intelligence production tools, digital
technologies, nano- and biotechnologies,
nanobiotechnologies, and other
microelectronic components are predicted to
form the technological basis of the new
technological paradigm;
Government agencies in many countries are
taking a proactive stance with regard to
stimulating R&D in priority areas with
subsequent dissemination of science and
technology achievements at the global market
scale to ensure sustainable development of the
economy.
Meanwhile, the national innovation system is
characterized by dispersion of intellectual resources,
selective financing of innovation projects, poor R&D
and technology transfer results, and weak linkages in
the "science-production-commerce" system.
As a result, the NIS of the domestic economy has
a number of significant inconsistencies in the
construction of the management system. The analysis
of publications on this issue and our own research
allowed us to substantiate and propose a conceptual
scheme of formation of the organizational mechanism
of functioning of the management system of the
national innovation system. This approach can be
used as the basis for the transformation and structural
construction of the management system of NIS
infrastructure of the national economy with new
mechanisms and tools to generate innovation,
technology transfer.
The results of the study of the formation of
innovation environment in the transition period of the
sixth technological mode allow us to further
substantiate a number of provisions concerning the
transformation of the complex of management tasks
to enhance innovative development.
REFERENCES
Digital Russia (2019). RBC.
Forecast of long-term socio-economic development of the
Russian Federation for the period up to 2030:
developed by the Ministry of Economic Development
of the Russian Federation Access from the reference
legal system "ConsultantPlus".
Gusev, Y. V., Polovova, T.A., Natalyina, T.V., Belkov,
A.V. (2016). Formation of logical structure and strategy
of production and economic systems growth. The
International Journal of Applied Business and
Economic Research, 14(10): 311-327.
Gusev, Yu.V., Polovova, T.A. (2017). Megacities and
clusters as reference points for the formation of an
innovative environment. Stage: economic theory,
analysis, practice, 5: 22-35.
Gusev, Yu.V., Polovova, T.A. (2017). Conceptual
foundations for the formation of the framework of the
national economy, Economics: yesterday, today,
tomorrow, 7 (2A): 73 - 84.
Gusev, Y. V., Polovova, T.A., Karnaukh, I. (2016).
Strategic Focus as a Tool Ensure Economic Stability
and of Non-Financial Corporations as Socio-Economic
Systems in Russian Economy Modern. Journal of
Applied Economic Sciences, Vol. XI, 5(43): 968-982.
Golichenko, O. G. (2011). The main factors in the
development of the national innovation system: lessons
for Russia. 634 p.
Kaminsky, S.M., Meshcheryakova, M.A., Kolosov, N.V.
and et al. (2019). Innovative development of
ecosystems, 323 p.
Kalashnikov, I.B., Vavilina, A.V., Yakubova, T.N. (2018).
A new technological structure on the way to the
formation of an innovative economy. Creative
Economy, 12 (9): 1307-1320.
Mudrak, Ya.O., Pobegailo, M.G. (2019). A new
technological structure on the way to the formation of
an innovative economy in the aspect of ensuring
economic security. Bulletin of Youth Science, 2: 23-25.
National report on innovation in Russia (2016). Boston
Consulting Group, BCG.
On the Strategy for the Innovative Development of the
Russian Federation for the Period until 2020: Order of
the Government of the Russian Federation No. 2227-r
dated December 8, 2011 (as amended on October 18,
2018). Access from the reference legal system
"ConsultantPlus".
On the Strategy for Spatial Development until 2025: Order
dated February 13, 2019 No. 207-r. (as revised on
31.08.2019). Access from the reference legal system
"ConsultantPlus".
Petrikov, A.V. (2019). Features of the innovative
development of the regions of the Central Federal
District of the Russian Federation. Economics of
Sustainable Development, 1 (37): 64-67.
Ponkratova, L.A., Grankina, V.L. (2016). Features of
integrative relations between science, state and industry
in Russia and abroad. International Review of
Management and Marketing (IRMM), 6(2):142-148.
Rodionova, N.D. (2016). Spatial-network interaction of the
subjects of the regional innovation system: concept and
development scenarios. Monograph.
Rodionova, N.D. (2015). Trends in the development of
cooperation and technological exchange in the spatial-
network interaction of the subjects of the innovation
system. Bulletin of the Rostov State Economic
University (RINH), 2 (50).
Rudskaia, I.A., Rodionov D.G., Gorovoj A.A.,
Kudryavtseva T.J. (2015). Scheme of Program
Cooperation between Participants of Regional
Sustainable Development of the Innovation System in the Context of the Sixth Technological Paradigm
213
Innovation System. Procedia - Social and Behavioral
Sciences, 207:824–832.
Rudskaia, I.A., Rodionov D.G., Guzikova L.A. (2014).
Innovation potential of regions as a factor of national
economy competitiveness. Actual problems of
economy, 158 (8):215-233.
Sviridova S.V., Shkarupeta, E.V., Archakova, S.Yu.
(2019).The mechanism for managing the innovative
environment of an enterprise in the digital economy.
Production Organizer, 27 (1): 63-71.
Shinkevich, M.V., Shinkevich, A.I., Chudnovskiy, A.D.,
Ishmuradova, I.I., Marfma, L.V., Zhuravleva, T.A.
(2016). Formalization of Sustainable Innovative
Development Process In the Model of Innovations
Diffusion. International 25 Journal of Economics and
Financial Issues (IJEFI), 6(l):179-184.
Shinkevich, A.I., Galimulina, F.F., Moiseyev, V.O.,
Avilova, V.V., Kuramshina, K.S., Ishmuradova, I.I.,
Ponkratova, L.A., Grankina, V.L. (2016). Features of
integrative relations between science, state and industry
in Russia and abroad. International Review of
Management and Marketing (IRMM), 6(2):142-148.
Vodolazhskaya, E. L., Shinkevich, A. I., Ostanina, S. Sh.,
Chikisheva, N. M., Sharafutdinova, M. М. (2017).
Innovative forms of Industrial Enterprises’
Cooperation. International journal of environmental
and science education, 12(1):69-77.
Vodolazhskaya, E. L., Zaraychenko, I. A., Shinkevich, A.
I., Avilova, V. V., Ostanina, S. Sh., Gainullina R. R.
(2018). Strategies for regional innovation networks
development. Revista Espacios, 39 (09):1015-1021.
Vodolazhskaya, E. L., Kudryavtseva, S. S., Shinkevich, A.
I., Ostanina, S. Sh., Chikisheva, N. M., Lushchik, I. V.,
Shirokova, L. V. (2014). The Methods of National
Innovation Systems Assessing. International Review of
Management and Marketing, pp. 225 – 230.
Utepbergenov, I., Bobrov, L., Medyankina, I. (2018).
Principles of creation of information support system for
innovative economy in the Republic Kazakhstan.
Economic and Social Development: materials digest of
the 28th International Scientific Conference on
Economic and Social Development (19-20 April 2018,
Paris, France), pp. 271-276.
World Bank Group (2021). Official site,
http://data.worldbank.org/indicator.
ISSDRI 2021 - International Scientific and Practical Conference on Sustainable Development of Regional Infrastructure
214