Exploring complexities of innovation capability in Vietnam’s IT firms: Insights from an integrated MCDM model-based grey theory
Journal of Open Innovation Technology Market and Complexity,
Год журнала:
2024,
Номер
10(3), С. 100328 - 100328
Опубликована: Июнь 29, 2024
This
study
addresses
the
complexities
of
fostering
innovative
behavior
in
Vietnam's
IT
firms,
a
critical
aspect
maintaining
competitive
advantage
rapidly
evolving
sector.
Using
an
integrated
Grey
theory
incorporating
Delphi
and
Decision-Making
Trial
Evaluation
Laboratory
(DEMATEL)
methods,
we
explore
interdependencies
among
factors
driving
innovation
within
organizational
contexts.
The
research
draws
on
comprehensive
literature
review
insights
from
16
Vietnamese
experts,
identifying
21
across
five
dimensions:
leadership
vision,
culture
environment,
learning
development,
management
support,
technological
resources.
Our
findings
emphasize
paramount
importance
visionary
risk-taking
enhancing
capability,
with
infrastructure
also
playing
significant
role.
Consequently,
recommend
that
companies
prioritize
cultivate
embraces
risk
to
bolster
ecosystems.
Hence,
this
contributes
significantly
theoretical
discourse
capabilities
environments
offers
practical
recommendations
for
organizations
emerging
markets
like
Vietnam.
Язык: Английский
Fully Completed Spherical Fuzzy Approach-Based Z Numbers (PHI Model) for Enhanced Group Expert Consensus
Computers, materials & continua/Computers, materials & continua (Print),
Год журнала:
2024,
Номер
80(1), С. 1655 - 1675
Опубликована: Янв. 1, 2024
This
study
aims
to
establish
an
expert
consensus
and
enhance
the
efficacy
of
decision-making
processes
by
integrating
Spherical
Fuzzy
Sets
(SFSs)
Z-Numbers
(SFZs).
A
novel
group
technique,
PHI
model,
is
developed
address
inherent
limitations
both
SFSs
traditional
Delphi
particularly
in
uncertain,
complex
scenarios.
In
such
contexts,
accuracy
knowledge
confidence
their
judgments
are
pivotal
considerations.
provides
fundamental
operational
principles
aggregation
operators
associated
with
Z-numbers,
encompassing
weighted
geometric
arithmetic
alongside
fully
tailored
for
SFZs
numbers.
Subsequently,
a
case
comparative
analysis
conducted
illustrate
practicality
effectiveness
proposed
methodologies.
Integrating
model
numbers
represents
significant
advancement
frameworks
reliant
on
input.
Further,
this
combination
serves
as
comprehensive
tool
decision-makers,
enabling
them
achieve
heightened
levels
while
concurrently
assessing
reliability
contributions.
The
results
demonstrate
model's
utility
resolving
scenarios,
showcasing
its
ability
improve
consensus-building
decision
outcomes.
Additionally,
highlights
superiority
integrated
approach
over
methodologies,
underscoring
potential
revolutionize
practices
uncertain
environments.
Язык: Английский
Analysis of Quantum Computing’s Applicability in Data Analysis: Utilizing a Hybrid MCDM Approach With Quantum Spherical Fuzzy Sets
IEEE Access,
Год журнала:
2024,
Номер
12, С. 110526 - 110549
Опубликована: Янв. 1, 2024
Quantum
computing
offers
transformative
processing
capabilities,
particularly
in
data
analysis.
However,
its
adoption
developing
countries
like
Vietnam
faces
significant
barriers,
such
as
financial
constraints,
infrastructural
limitations,
and
skill
shortages.
This
study
aims
to
determine
analyze
these
barriers'
impact
weights
evaluate
rank
potential
solutions
for
overcoming
the
most
critical
barriers.
proposes
a
multi-faceted
approach
integrating
Multi-Criteria
Decision
Making
(MCDM)
methods,
including
Delphi
Method
(DELPHI),
Trial
And
Evaluation
Laboratory
(DEMATEL),
Combined
Compromise
Solution
(COCOSO),
Technique
Order
Performance
by
Similarity
Ideal
(TOPSIS),
Multiplicative
form
of
Multi-objective
Optimization
based
on
Ratio
Analysis
method
(MULTIMOORA),
alongside
Spherical
Fuzzy
(QSF)
set
combination,
especially
QSF
DELPHI
COCOSO
models,
represents
methodological
contribution.
Results
indicate
that
Vietnam's
primary
barriers
quantum
are
limited
infrastructure,
high
costs,
lack
skilled
workforce.
Correspondingly,
highly
rated
solution
strategies
cost
reduction
initiatives,
investment
training
education
programs,
which
should
be
prioritized
considered
remove
These
findings
highlight
need
prioritize
addressing
issues
facilities,
human
resources,
resources.
research
bridges
theoretical
insights
with
actionable
recommendations,
providing
comprehensive
roadmap
mitigating
promoting
integration
into
analysis
landscape.
Язык: Английский
Design of Attribute Control Charts under Uncertainty with Normality Analyses: Impact of Operator Hesitancy during Inspection Processes in Manufacturing Process with a Real Case Application
Applied Soft Computing,
Год журнала:
2024,
Номер
unknown, С. 112625 - 112625
Опубликована: Дек. 1, 2024
Язык: Английский
Assessing Cybersecurity Risks And Prioritizing Top Strategies In Vietnam’s Finance And Banking System Using Strategic Decision-Making Models-Based Neutrosophic Sets And Z Number
Heliyon,
Год журнала:
2024,
Номер
10(19), С. e37893 - e37893
Опубликована: Сен. 14, 2024
Язык: Английский