Sustainability,
Год журнала:
2025,
Номер
17(9), С. 4116 - 4116
Опубликована: Май 2, 2025
Market
competition
and
industrial
environment
have
a
significant
impact
on
firms’
innovation
behavior.
Hence,
this
study
aims
to
uncover
the
connection
between
industry
concentration
digital
process
in
Chinese
rail
transit
firms.
Grounded
diffusion
theory,
we
explore
effects
of
analyze
contingent
factors
firm
size
environmental
support
above
effects.
Through
empirical
analyses
data
from
firms,
reveals
that
inhibits
innovation.
Firm
strengthens
negative
impacts
concentration,
while
weakens
main
effect.
Our
findings
offer
complementary
framework
for
organization
activities
practical
implications
Business Strategy and the Environment,
Год журнала:
2024,
Номер
33(5), С. 4375 - 4396
Опубликована: Фев. 7, 2024
Abstract
In
response
to
growing
environmental
challenges,
there
is
an
urgent
need
understand
how
corporations
can
leverage
new
technologies
boost
sustainability
and
eco‐innovation.
This
study
addresses
this
by
investigating
Artificial
Intelligence
adoption
(AIA)
influence
on
green
innovation
(greenovation)
performance
among
Chinese
firms
as
China's
expanding
digital
economy
severe
ecological
pressures
make
it
unique
context.
Specifically,
panel
data
8722
firm‐year
observations
from
listed
2008
2017
analyzed
test
the
relationship.
The
main
findings
show
that
higher
AIA
associated
with
increased
greenovation,
measured
through
patents.
positive
effect
more
pronounced
privately‐owned
enterprises
versus
state‐owned
enterprises.
Additionally,
financial
analysts
are
found
strengthen
AI‐greennovation
link
information
dissemination
scrutiny.
Importantly,
robust
validated
a
battery
of
tests,
including
change
regression,
instrumental
variable
methods,
propensity
score
match
(PSM),
sysGMM.
Overall,
provides
novel
empirical
evidence
AI
holds
promise
enabler
corporate
have
crucial
implications
for
research
practice
regarding
leveraging
sustainability,
especially
in
emerging
economies
like
China
undergoing
rapid
technological
change.
Cogent Social Sciences,
Год журнала:
2024,
Номер
10(1)
Опубликована: Янв. 30, 2024
While
there
is
sufficient
evidence
from
empirical
studies
that
digital
technologies
are
strategic
resources
for
value
creation,
existing
literature
on
the
theme
lacks
general
concepts
explore
an
organization's
concerning
orientations
and
transformation
initiatives.
This
study
hence
builds
a
resource-based
view
with
orientation
to
conceptualize
novel
concept
understand
attitude
toward
innovation
integration
among
firms
in
emerging
developing
country.
tests
new
conceptual
framework
using
survey
data
472
employees
of
small-to-medium-sized
service-based
employing
structural
equation
model
analysis
variance-based
SEM
approach.
Our
results
showed
IT
infrastructural
availability
investment
significant
organizational
drivers
have
direct
relationship
whereas
competencies,
management,
knowledge
not
integration.
More
importantly,
our
findings
advance
firm's
bring
realms
strategy
closer
together.
The
provides
valuable
insights
management
shareholders
regarding
specific
affect
adoption
SMEs
economies.
