Heliyon,
Год журнала:
2024,
Номер
10(7), С. e28572 - e28572
Опубликована: Март 22, 2024
Green
product
innovation
(GPDI)
is
crucial
for
addressing
ecological
issues
and
essential
enterprises'
green
operations
long-term
growth.
Digitization
offers
new
possibilities
enhancing
corporate
practices.
Nevertheless,
previous
studies
have
predominantly
addressed
the
association
between
overall
digitalization
innovation,
research
on
outcome
of
specific
digital
technology
categories
lacking.
Within
this
framework,
study
broadens
investigation
into
connection
distinct
technologies
innovation.
The
period
2013–2022
was
selected
as
sample
observation
period,
with
companies
listed
China's
A-share
market
objects.
fixed-effects
model
applied
to
investigate
impact
artificial
intelligence
(AI)
firms'
GPDI
while
exploring
interaction
effect
organizational
capital.
findings
indicate
that
AI
beneficial
in
businesses.
This
enhanced
by
employee
board
human
capital
but
diminished
social
These
results
remained
valid
after
two-stage
least
squares
regression.
utilization
resource-based
view
dynamic
capacity
theory
business
implementation.
Furthermore,
it
extends
resulting
provides
a
enhancement
pathway
GPDI.
has
significant
theoretical
practical
implications.
Journal of Innovation & Knowledge,
Год журнала:
2024,
Номер
9(2), С. 100489 - 100489
Опубликована: Апрель 1, 2024
This
paper
investigates
the
impact
of
digital
transformation
on
innovation
within
agribusiness
sector,
both
theoretically
and
empirically,
through
an
examination
Chinese
A-share
agriculture-related
listed
companies
spanning
from
2011
to
2021.
The
findings
suggest
that
significantly
enhances
capability
agribusiness,
while
concurrently
fostering
improvements
its
quality.
These
results
hold
robust
following
endogeneity
test
a
series
robustness
tests.
Our
heterogeneity
analysis
found
exerts
more
pronounced
influence
promoting
among
state-owned
agribusinesses,
those
located
in
eastern
region
China,
facing
heightened
financing
constraints.
Mechanism
testing
revealed
not
only
technological
capabilities
but
also
alleviates
their
financial
constraints,
thereby
facilitating
convergence
innovative
resources
such
as
technology,
talent
capital
consequently
elevating
agribusi-ness
levels.
elucidates
impacts
mechanisms
innovation,
offering
valuable
insights
for
decision-makers
aiming
foster
particularly
developing
nations.
Heliyon,
Год журнала:
2024,
Номер
10(7), С. e28572 - e28572
Опубликована: Март 22, 2024
Green
product
innovation
(GPDI)
is
crucial
for
addressing
ecological
issues
and
essential
enterprises'
green
operations
long-term
growth.
Digitization
offers
new
possibilities
enhancing
corporate
practices.
Nevertheless,
previous
studies
have
predominantly
addressed
the
association
between
overall
digitalization
innovation,
research
on
outcome
of
specific
digital
technology
categories
lacking.
Within
this
framework,
study
broadens
investigation
into
connection
distinct
technologies
innovation.
The
period
2013–2022
was
selected
as
sample
observation
period,
with
companies
listed
China's
A-share
market
objects.
fixed-effects
model
applied
to
investigate
impact
artificial
intelligence
(AI)
firms'
GPDI
while
exploring
interaction
effect
organizational
capital.
findings
indicate
that
AI
beneficial
in
businesses.
This
enhanced
by
employee
board
human
capital
but
diminished
social
These
results
remained
valid
after
two-stage
least
squares
regression.
utilization
resource-based
view
dynamic
capacity
theory
business
implementation.
Furthermore,
it
extends
resulting
provides
a
enhancement
pathway
GPDI.
has
significant
theoretical
practical
implications.
