Economic Analysis Theory and Practice,
Год журнала:
2021,
Номер
20(4), С. 753 - 771
Опубликована: Апрель 29, 2021
Subject.
The
article
addresses
the
dynamics
of
Russian
economy
indicators.
Objectives.
aim
is
to
identify
sources
and
opportunities
for
growth.
Methods.
study
rests
on
systems
approach,
using
methods
statistical,
neural
network,
cluster
analysis.
Results.
analysis
currency,
stock,
commodity
market
unveils
impulse
effect
MOEX
index
through
devaluation
national
currency
issue
Government
Bonds.
importance
GDP
deflator
by
industry
identifies
priority
economic
activity
‘public
administration
military
security;
social
security’,
which
suppresses
‘household
activities
as
employers;
undifferentiated
households
produce
goods
provide
services
their
own
consumption’.
structural
integrity
maintained
taxes
products.
share
growth
output
revealed
a
low
level
purchasing
power
rise
in
food
inflation,
well
significant
upturn
inflation
manufacturing
sector
after
Q1
2020,
was
caused
increase
cost
production
unit
sales.
Conclusions.
analyzed
trends
indicators
show
qualitative
source
economy,
i.e.
‘people
an
alternative
oil’.
This
enables
move
away
from
dependence
(RTSI)
actively
use
wide
(IMOEX).
Economic Analysis Theory and Practice,
Год журнала:
2021,
Номер
20(8), С. 1394 - 1414
Опубликована: Авг. 30, 2021
Subject.
The
article
deals
with
the
innovative
potential
of
Russian
regions
in
light
national
goal
Federation
development,
reflecting
decent
and
productive
work.
Objectives.
purpose
is
to
study
innovation
activity
regions,
using
neural
networks,
ensure
breakthrough
development
economy.
Methods.
We
employ
a
cluster
analysis
on
basis
network
modeling,
information
technologies.
For
research,
we
selected
networks
(Kohonen
self-organizing
maps),
which
are
focused
unsupervised
learning
promising
tool
for
clustering
visualization
multidimensional
statistical
data.
Results.
result
modeling
was
ranking
85
into
5
compact
groups
(clusters)
regardless
their
affiliation
federal
districts
Federation.
shows
that
there
strong
differentiation
number
these
clusters.
obtained
average
values
indicators
clusters
compared
them
all-Russian
indicators.
Conclusions.
Breakthrough
socio-economic
growth
associated
set
measures
involve
stimulating
activities
characterized
by
different
level
development.
Such
will
increase
interest
real
sector
economy
scientific
advanced
production
technologies,
higher-productivity
employment
opportunities,
and,
as
result,
encourage
people's
quality
life.
Economic Analysis Theory and Practice,
Год журнала:
2021,
Номер
20(12), С. 2210 - 2232
Опубликована: Дек. 27, 2021
Subject.
The
article
deals
with
the
revision
of
targets
in
economic
analysis,
enabling
timely
identification
factors
value
creation,
and
considering
influence
interests
stakeholders.
Objectives.
purpose
is
to
identify
analysis
connection
changes
information
requests
stakeholders
requirements
for
corporate
reporting,
concerning
disclosure
opportunities
sustainable
development
context
challenges.
Methods.
We
performed
a
content
composition
types
reporting.
study
employs
methods
systems,
comparative,
structural,
logical
analysis.
Results.
demonstration
excellence
by
management
investors
understanding
values
best
ways
achieve
goals
creates
threats,
and,
definition,
challenge
that
should
be
reflected
integrated
system
indicators
aimed
at
identifying
conflicts
take
into
account
stakeholders,
which
will
ensure
balance
resources
used
creating
value.
Conclusions.
determinant
reporting
integration,
significant
amount
contain
estimated
parameters
economic,
social
environmental
problems
threats
specific
major
It
most
effective
interaction
managing
risks
associated
all
capital.
Such
lead
synergistic
effect
making
strategic
decisions
on
development.
Economic Analysis Theory and Practice,
Год журнала:
2024,
Номер
23(5), С. 834 - 856
Опубликована: Май 30, 2024
Subject.
The
article
examines
the
condition
of
regional
innovation
ecosystems
Russian
Federation
for
sustainable
development
and
technological
sovereignty
country
under
import
substitution
due
to
high
external
challenges.
Objectives.
aim
is
solve
multifactorial
task
analyzing
innovative
in
Russia’s
regions.
characterized
by
complex
formalization,
it
line
with
modern
concepts
competitive
potential,
through
proposed
productive
method,
i.e.
neural
network
cluster
data
analysis.
Methods.
We
employ
analysis
based
on
networks
that
formed
an
essential
component
artificial
intelligence.
functionality
–
Kohonen
self-organizing
maps,
involved
this
work,
has
no
model
prohibitions.
method
enables
visualize
clustering
results
multidimensional
source
space.
Results.
a
set
heterogeneous
helped
get
integration
regions
across
seven
clusters.
obtained
significant
variety
placement
cluster:
number
clusters
varies
from
one
thirty-one.
established
different
level
state
ecosystems,
according
studied
indicators
context
Conclusions.
findings
enabled
assess
environment
created
big
challenges
factors.
To
continue
strengthening
country,
necessary
use
main
directions
economic
growth
regions,
taking
into
account
their
specifics
focus
formations.
Economic Analysis Theory and Practice,
Год журнала:
2023,
Номер
22(2), С. 206 - 234
Опубликована: Фев. 28, 2023
Subject.
We
consider
the
energy
efficiency
of
Russia’s
regional
economy
and
its
impact
on
sustainable
development
country
in
face
big
challenges.
Objectives.
The
focus
is
solving
multidimensional
task
analyzing
Russian
regions,
which
relates
to
difficult-to-formalize
tasks
harmonizes
with
modern
requirements
competitiveness.
Methods.
employ
cluster
analysis
based
neural
networks,
are
a
relevant
component
artificial
intelligence.
also
use
toolkit
i.e.
Kohonen
self-organizing
maps.
said
tools
free
from
model
limitations
external
interference
functioning
network,
enable
visualize
clustering
results
data
space
plane.
Results.
heterogeneous
enabled
distribute
regions
across
eight
formations.
considered
indicators
characterizing
had
different
effects
creation
clusters.
obtained
significant
unevenness
distribution
by
cluster:
number
clusters
varied
more
than
fourfold.
determined
levels
regions’
according
studied
scale.
This
requires
application
economic
strategies
for
Federation
Conclusions.
paper
shows
influence
challenges
Russia.
findings
indicate
that
improve
progressive
economy,
innovative
organizational
managerial
methods
needed
generate
vector
orientation
towards
effective
solution
urgent
facing
country.
Economic Analysis Theory and Practice,
Год журнала:
2023,
Номер
22(4), С. 646 - 671
Опубликована: Апрель 27, 2023
Subject.
The
article
addresses
the
analytical
support
for
change
management
in
conditions
of
orientation
economic
entities
to
sustainable
development
and
digital
transformation
business.
Objectives.
purpose
is
identify
modern
features
business
analysis,
content
main
types
analytics,
impact
digitalization
processes
on
activities
development.
Methods.
study
draws
research
methods,
like
synthesis,
comparison,
generalization,
abstraction,
systemic,
strategic,
risk-oriented
approaches.
Results.
paper
reveals
content,
areas
tasks
analysis
accordance
with
standard
adopted
by
International
Institute
Business
Analysis
November
2022.
It
assesses
innovations
field
regulation
at
global
level;
defines
specifics
underpins
prerequisites
its
improvement
under
new
challenges
large-scale
digitalization;
considers
interrelation
presents
systematization
analytics.
Conclusions.
trends
enabled
reflect
priority
perform
their
comparative
assessment.
unveiled
emerging
trend
divergence
analytics
as
separate
activity,
identified
Intelligence,
Big
Data
Analytics,
Science
most
promising
Economic Analysis Theory and Practice,
Год журнала:
2021,
Номер
20(11), С. 2089 - 2112
Опубликована: Ноя. 29, 2021
Subject.
We
consider
completeness
and
quality
of
social
information
disclosure
for
systematic
presentation
corporate
responsibility
organizations
in
financial
public
non-financial
reporting.
Objectives.
The
aim
is
to
present
a
comprehensive
research
component
Russian
large
business
enterprises,
based
on
the
analysis
their
reporting
information.
Methods.
employed
methods
logical,
statistical,
comparative,
linguistic
analysis.
also
analyzed
reports
metallurgical
companies.
Special
attention
was
paid
availability
presented
disclosures.
study
investigates
annual
statements
2018–2020.
Results.
offer
systems
approach
assessment
responsibility,
content
selected
indicators,
formulate
recommendations
that
are
necessary
increase
companies
through
improving
its
orientation
solving
global
problems.
findings
enabled
reveal
areas
most
significant
increasing
validity
investment
decisions.
Conclusions.
identified
top
problems
focus
economic
entities;
dynamics
disclosures
over
past
three
years
has
been
positive.
trend
development
standards
terms
nature
enables
count
gradual
overcoming
existing
Economic Analysis Theory and Practice,
Год журнала:
2022,
Номер
21(6), С. 994 - 1017
Опубликована: Июнь 29, 2022
Subject.
The
article
investigates
methodological
approaches
to
the
analysis
of
economic
potential
regions,
considering
achievement
national
goal
sustainable
development
Russian
Federation
in
conditions
grand
challenges.
Objectives.
aim
is
study
dynamics
activity
using
artificial
intelligence
methods,
analyze
innovative
economy
face
Methods.
rests
on
indicators
regional
Russia.
We
propose
a
cluster
development,
free
from
model
constraints,
based
neural
network
modeling,
which
enables
assess
and
ranking
according
totality
considered
indicators.
apply
Kohonen
self-organizing
maps
as
promising
means
clustering
visual
embodiment
multidimensional
statistical
data.
Results.
modeling
enabled
segregate
85
regions
into
four
compact
groups.
estimated
significance
each
indicator
formation
clusters,
revealed
strong
difference
number
clusters.
In
period
under
review,
some
were
part
same
corresponding
cluster.
paper
presents
average
values
studied
clusters
for
2018–2020.
Conclusions.
demonstrate
disproportion
regions.
It
requires
an
individual
approach
economy’s
strategy
KPIs,
measures
stimulate
field
innovation,
investment,
introduction
research
results
Federation.
Economic Analysis Theory and Practice,
Год журнала:
2022,
Номер
21(7), С. 1214 - 1239
Опубликована: Июль 28, 2022
Subject.
The
article
explores
technogenic
and
sustainable
development
at
the
micro
level.
Objectives.
purpose
is
to
underpin
theoretical
aspects
of
analysis
company
transition
from
type
development;
work
out
a
methodology
for
identifying
based
on
proposed
indicators
integrated
indices.
Methods.
study
employs
resource-oriented
approach
decoupling
effect,
general
scientific
principles
research
methods,
like
abstraction,
generalization
approaches
domestic
foreign
authors
effect.
Results.
paper
substantiates
signs
types
development,
offers
definition
sustainability,
considers
effect
I
present
identify
consisting
three
stages.
At
first
second
stage
information
generated
all
capital,
long-term
average
annual
indices
indicator
growth
characterizing
capital
are
calculated,
effects
estimated.
third
stage,
composite
calculated
justified.
Conclusions.
findings
enabled
substantiate
methodology,
which
was
tested
financial
non-financial
statements
PAO
Severstal.
testing
helped
conclude
reveal
that
has
necessary
resources
development.
may
be
useful
analysts
in
field
Economic Analysis Theory and Practice,
Год журнала:
2023,
Номер
22(7), С. 1293 - 1308
Опубликована: Июль 31, 2023
Subject.
The
article
considers
the
process
of
selecting
a
project
for
diversification
production
and
business
at
machine-building
enterprises.
Objectives.
purpose
is
to
develop
elements
logical
model
process,
i.e.
determination
type
production,
assessment
enterprise's
readiness
diversification,
resources
diversified
enterprise
expectations
from
project,
formation
indicators
evaluate
business.
Methods.
I
employ
consistent
comparative
analysis
projects
enterprises,
which
are
necessary
basis
study.
tools
rest
on
in-depth
review
various
theories
enable
visualize
results
data
obtained.
Results.
compared
different
classifications,
determined
main
metrics
sequence
their
application
when
making
decision
defined
objectives
ways
achieve
cost-effectiveness
project.
paper
offers
an
approach
ensure
consistency
evaluation
analyze
prospects
diversification.
It
also
formulates
parameters
products
selected
by
identifies
evaluates
rapid
specifies
order
stages
Conclusions.
Enterprises
with
more
than
quarter
range
civilian
products,
qualified
personnel,
elaborated
system
resource
supply
relying
flexible
high
level
automation,
technological
platform
have
chances
successfully
implement
