Enhancing
urban
innovation
resilience
is
crucial
for
adapting
to
change
and
pursuing
innovation-driven,
high-quality
development.
The
global
trend
of
digital
transformation
has
profound
implications
innovation;
however,
the
specific
effects
on
remain
insufficiently
explored.
This
study
utilizes
panel
data
from
285
prefecture-level
above
cities
in
China,
spanning
2007
2022.
It
treats
Broadband
China
Pilot
(BCP)
policy
as
a
quasi-natural
experiment
employs
time-varying
Difference-in-Differences
(DID)
method
investigate
impact
resilience.
results
yield
several
important
insights:
(i)
enhances
resilience;
(ii)
effect
heterogeneous
across
regions
city
sizes;
(iii)
improves
through
mediation
green
total
factor
productivity
(GTFP);
(iv)
industrial
upgrading
vitality
play
significant
moderating
roles
relationship
between
These
findings
contribute
deeper
theoretical
understanding
Frontiers in artificial intelligence and applications,
Год журнала:
2024,
Номер
unknown
Опубликована: Июль 31, 2024
Driven
by
the
digital
wave,
improvement
of
total
factor
productivity
(TFP)
enterprises
has
become
an
important
indicator
to
measure
their
market
competitiveness
and
sustainable
development
ability.
This
paper
aims
explore
how
transformation
affects
TFP
Chinese
enterprises.
Through
a
comprehensive
review
existing
literature,
this
uses
PRISMA
method
comprehensively
identify
screen
relevant
academic
journal
literature
published
between
2004
2024,
finally
analyzes
186
articles.
The
study
found
that
positive
impact
on
corporate
reducing
operating
costs,
improving
production
efficiency,
enhancing
economies
scale.
As
mediating
variables,
innovation
performance
human
capital
structure
play
role
improvement.
On
whole,
not
only
provides
theoretical
guidance
practical
suggestions
for
enterprises,
but
also
new
perspective
research.
Enhancing
urban
innovation
resilience
is
crucial
for
adapting
to
change
and
pursuing
innovation-driven,
high-quality
development.
The
global
trend
of
digital
transformation
has
profound
implications
innovation;
however,
the
specific
effects
on
remain
insufficiently
explored.
This
study
utilizes
panel
data
from
285
prefecture-level
above
cities
in
China,
spanning
2007
2022.
It
treats
Broadband
China
Pilot
(BCP)
policy
as
a
quasi-natural
experiment
employs
time-varying
Difference-in-Differences
(DID)
method
investigate
impact
resilience.
results
yield
several
important
insights:
(i)
enhances
resilience;
(ii)
effect
heterogeneous
across
regions
city
sizes;
(iii)
improves
through
mediation
green
total
factor
productivity
(GTFP);
(iv)
industrial
upgrading
vitality
play
significant
moderating
roles
relationship
between
These
findings
contribute
deeper
theoretical
understanding
