Evaluating Energy Management Investments for Sustainable Transition of Smart Cities through a New Intuitionistic Fuzzy Consensus-based CoCoSo Methodology
Renewable Energy,
Journal Year:
2025,
Volume and Issue:
unknown, P. 122655 - 122655
Published: Feb. 1, 2025
Language: Английский
Health Security inequalities in Non-EU European Countries: A Cross-National Comparative Assessment Using an Integrated MCDM-Machine Learning Approach
F1000Research,
Journal Year:
2025,
Volume and Issue:
14, P. 462 - 462
Published: April 24, 2025
Objectives
In
an
increasingly
interconnected
world,
the
effectiveness
of
health
security
(HeS)
is
pivotal
in
shaping
informed
policies
and
enhancing
public
outcomes.
This
study
aims
to
analyses
HeS
27
non-EU
European
countries,
identifying
key
priorities
trends,
benchmarking
against
African
Eastern
Mediterranean
regions
(EMR),
ranking
clustering
performance
inform
targeted
interventions.
Methods
Utilizing
2019,
2021,
aggregated
2017–2021
data
from
six
Global
Health
Security
Index
indicators,
this
applied
integrated
Entropy-CoCoSo-K-means
framework.
The
Entropy
method
was
employed
identify
trends
Non-EU
enabling
cross-regional
comparisons
with
EMR
highlight
priority
shifts
disparities.
Entropy-CoCoSo
(Combined
Compromise
Solution)
model
generated
dynamic
rankings,
while
K-means
categorized
countries
into
five
risk
clusters
(high
dangerous).
integration
facilitated
cross-national
rankings
cluster
analyses,
informing
interventions
across
countries.
Results
analysis
reveals
that
detection
reporting
emerged
as
most
critical
indicator
(weight:
0.388),
reflecting
disparities
surveillance.
environment
remains
minimally
influential
(0.067),
highlighting
consistent
vulnerabilities
external
threats.
Compliance
norms
shows
a
sharp
rise
(0.091
→
0.123),
indicating
emerging
regulatory
gaps
or
uneven
adherence
standards
post-2019.
Cross-regional
highlighted
focus
on
versus
emphasis
prevention
Africa
healthcare
infrastructure
prioritization
EMR.
Ranking
revealed
stark
disparities:
Armenia,
Norway,
UK
consistently
ranked
“High,”
contrast,
Andorra,
Monaco,
San
Marino,
Tajikistan
(Cluster
5:
“Dangerous”)
exhibited
systemic
weaknesses.
Conclusion
underscores
need
for
tailored
address
Europe’s
evolving
challenges.
Harmonizing
surveillance
systems,
scaling
preventive
measures,
bridging
compliance
are
critical.
Regional
collaboration
resource
reallocation
low-performing
nations
essential
mitigate
disparities.
Language: Английский
Integrated fuzzy decision-making methodology with intuitionistic fuzzy numbers: An application for disaster preparedness in clinical laboratories
Expert Systems with Applications,
Journal Year:
2024,
Volume and Issue:
263, P. 125712 - 125712
Published: Nov. 8, 2024
Language: Английский