Introduction:
The
study
explored
the
impact
of
global
competitiveness
and
technological
progress
on
enhancing
economic
sustainability
within
framework
globalization.Methods:
A
comprehensive
survey
was
conducted,
gathering
data
from
210
respondents.
Logit
regression
analysis
used
to
assess
influence
innovation,
competitiveness,
technical
outcomes.
Model
accuracy
tested
using
Receiver
Operating
Characteristic
(ROC)
curve.Results:
findings
showed
that
innovation
increased
likelihood
achieving
with
an
odds
ratio
2.34
(p
=
0.003).
Global
also
played
a
significant
role,
improving
by
1.90
times
0.008).
Technical
positively
influenced
sustainability,
1.62
0.025).
model's
predictive
validated
AUC
value
0.82.Conclusions:
emphasized
importance
fostering
strengthening
market
participation,
advancing
capabilities
drive
sustainability.
In
line
Sustainable
Development
Goals,
policymakers
business
leaders
should
prioritize
ecosystems
strategic
investments
in
technology
ensure
long-term
growth
resilience
globalized
economy
Sustainability,
Год журнала:
2025,
Номер
17(7), С. 3110 - 3110
Опубликована: Апрель 1, 2025
The
transition
to
a
circular
economy
is
imperative
in
order
confer
considerable
benefits
upon
the
environment,
economy,
and
society.
present
study
aimed
analyse
interdependence
causal
relationships
between
recyclable
material
consumption
as
dependent
variable
other
independent
variables,
including
raw
footprint,
trade
materials,
greenhouse
gas
emissions,
investments
sectors,
real
GDP
per
capita,
renewable
energy
sources,
use
rate,
population
within
27
EU
Member
States
from
2013
2021.
In
achieve
objective,
two-stage
economic
model
was
constructed
using
panel
approach.
research
findings
indicate
direct
positive
correlation
of
materials
all
aforementioned
with
exception
emissions.
This
confirms
that
innovation
investment
significantly
reduce
environmental
degradation,
and,
moreover,
efficiency
remains
unaffected.
A
further
relationship
emerged
this
developed
countries
have
higher
resource
consumption,
which
consistent
cause
increased
being
rapid
growth
middle
class
around
world.
main
conclusion
Europe
cannot
sustainable
development
without
economy.
Fully
analyzing
the
impact
and
role
of
digital
inclusive
finance
on
improvement
renewable
energy
efficiency
plays
an
important
in
realizing
long-term
sustainable
development
regional
economy.
This
research
undertakes
a
comprehensive
empirical
examination
to
investigate
influence
financial
growth
across
30
Chinese
provinces
cities,
spanning
from
2011
2021.
The
results
demonstrate
that
advancement
significantly
improves
energy.
variations
indicates
while
inclusion
markedly
enhances
both
eastern
western
areas,
its
remains
negligible
central
region.
In
addition,
our
influencing
mechanism
show
progress
science
technology,
alongside
effectiveness
services,
boosts
beneficial
effects
enhancement
efficiency.
Furthermore,
degrees
innovation
technology
services
act
as
singular
threshold
for
Our
study
provides
new
evidence
implications
fully
combination
between
efficiency,
thereby
promoting
development.
This
scientific
article
outlines
the
Artificial
Intelligence
Integrated
Energy
Education
Framework
(AI-IEEF),
a
transformative
model
designed
to
revolutionize
energy
education
and
management
practices.
The
framework
is
organized
into
five
distinct
layers:
Organizational
(AI-enhanced
administration
systems),
Financial
(dynamic
AI
financial
models),
Technology
(advanced
simulation
modeling),
Methodology
(AI
in
curriculum
development
personalized
learning),
Social
for
community
engagement
impact).
An
expert
panel
used
fuzzy
Delphi
method
achieve
consensus
on
twenty
key
factors
within
these
layers,
establishing
solid
foundation
analysis.
Following
this,
Fuzzy
Analytic
Hierarchy
Process
(AHP)
was
employed
calculate
precise
weights
each
layer
their
respective
factors,
providing
quantitative
assessment
of
relative
importance.
These
weight
calculations
are
crucial,
as
they
guide
resource
allocation
strategic
decision-making
ensure
optimized
evolving
needs
management.
Furthermore,
introduces
tailored
variants
AI-IEEF,
addressing
specific
aspects
offering
comprehensive
approach
navigating
challenges
field.
include
Smart
Campus
Education,
Global
Policy
Analysis,
Renewable
Research
Development,
Workforce
Community
Engagement
Outreach
variants.
Each
provides
education,
from
transforming
campuses
living
labs
hands-on
learning
fostering
international
collaborations
that
explore
global
implications
policy.
emphasize
practical
skills,
policy
analysis,
community-focused
solutions,
ensuring
students
well-prepared
contribute
effectively
sector.
