The intersection of digital transformation and environmental responsibility in traditional manufacturing enterprises amid new productive forces
Journal of Cleaner Production,
Год журнала:
2025,
Номер
unknown, С. 145426 - 145426
Опубликована: Апрель 1, 2025
Язык: Английский
Revisiting the Relationship Between CEO Characteristics and Firm Internationalization: Evidence From a Machine Learning Approach
Managerial and Decision Economics,
Год журнала:
2025,
Номер
unknown
Опубликована: Фев. 11, 2025
ABSTRACT
This
study
leverages
machine
learning
(ML)
techniques
to
assess
the
impact
of
CEO
characteristics
on
international
performance
firms.
Analyzing
data
from
Chinese
listed
companies
between
2008
and
2021,
this
evaluates
14
ML
algorithms
identifies
random
forest
model
as
most
effective.
Additionally,
SHapley
Additive
exPlanations
(SHAP)
algorithm
is
employed
for
result
interpretation
visualization.
The
findings
indicate
that
traits
can
predict
a
firm's
success.
Notably,
experience,
age,
duality
emerge
top
predictors.
Specifically,
both
experience
positively
influence
performance,
while
CEO's
age
exhibits
complex,
non‐linear
relationship
with
performance.
provides
nuanced
perspective
how
Язык: Английский
From Shock to Adaptation: Evaluating the Mechanisms of Trade Friction on Firms’ Total Factor Productivity Through the Lens of Digital Transformation
Systems,
Год журнала:
2024,
Номер
12(11), С. 471 - 471
Опубликована: Ноя. 4, 2024
Against
the
backdrop
of
frequent
global
trade
conflicts
and
accelerated
competition
in
digital
economy,
we
investigated
how
friction
shocks
affect
firms’
total
factor
productivity
(TFP),
with
a
focus
on
role
transformation.
We
employed
statistical
analysis
method
based
multi-period
difference-in-differences
model
anti-dumping
countervailing
measures
as
quasi-natural
experiments
to
analyze
firm-level
panel
data
for
Chinese
exporters
from
2003
2016.
The
results
indicate
that
frictions
compel
export
firms
enhance
their
TFP,
while
transformation
further
promotes
this
growth.
This
main
conclusion
still
holds
after
series
tests
such
parallel
trend
checks,
placebo
tests,
variations
primary
variables.
mechanism
shows
that,
response
shocks,
aiming
boost
have
strategically
reallocated
internal
resources
by
increasing
exports
alternative
products
expanding
into
overseas
markets
rather
than
solely
relying
innovation.
Additionally,
mitigates
negative
effects
firm
innovation
facilitates
faster
resource
reallocation
during
challenges.
heterogeneity
reveals
proves
more
beneficial
are
multi-product,
non-state-owned,
engaged
general
trade,
operating
highly
competitive
industries.
paper
contributes
understanding
at
micro
level,
offering
valuable
insights
strategies
navigating
these
Язык: Английский
Implementing intelligent manufacturing policies to increase the total factor productivity in manufacturing: Transmission mechanisms through construction of industrial chains
International Journal of Production Economics,
Год журнала:
2024,
Номер
279, С. 109468 - 109468
Опубликована: Ноя. 10, 2024
Язык: Английский
Advancing Firm-Level Digital Technology Diffusion: A Hybrid Bibliometric and Framework-Based Systematic Literature Review
Systems,
Год журнала:
2025,
Номер
13(4), С. 262 - 262
Опубликована: Апрель 8, 2025
The
rapid
proliferation
of
digital
technologies
across
industries
has
created
significant
opportunities
for
enterprises,
yet
a
comprehensive
and
integrated
review
technology
diffusion
(DTD)
at
the
firm
level
remains
underexplored.
This
study
addresses
this
gap
by
systematically
analyzing
87
research
articles
published
between
1993
June
2024
in
top-tier
management
business
journals
(ranked
A*
or
A
ABDC-JQL
2022),
sourced
from
Web
Science
database.
Employing
hybrid
methodology
that
combines
bibliometric
framework-based
reviews,
provides
overview
existing
on
firm-level
DTD.
By
leveraging
established
theories,
contexts,
methods,
antecedents,
decisions,
outcomes
(TCM-ADO)
framework,
we
consolidate
fragmented
insights
propose
future
directions.
pioneers
application
TCM-ADO
framework
to
DTD,
offering
novel
taxonomy
advances
theoretical
development.
Язык: Английский
Does regional culture of integrity impact corporate total factor productivity? Evidence from China
Managerial and Decision Economics,
Год журнала:
2024,
Номер
45(8), С. 5399 - 5414
Опубликована: Июль 24, 2024
Abstract
This
study
examined
Chinese
A‐share
listed
companies
in
Shanghai
and
Shenzhen
from
2016
to
2020
explore
the
relationship
between
regional
culture
of
integrity
(COI)
enterprise
total
factor
productivity
(TFP)
internal
mechanism
COI
on
TFP.
The
findings
showed
that
is
conducive
promotion
test
revealed
optimizing
business
environment,
promoting
corporate
technological
innovation,
reducing
transaction
costs
are
three
essential
mechanisms.
Further,
results
indicated
enhancement
effect
TFP
more
significant
non‐SOEs
enterprises
with
high
financing
constraints.
Язык: Английский
Can industrial robot utilization drive the total factor productivity of enterprises?
Managerial and Decision Economics,
Год журнала:
2024,
Номер
46(1), С. 129 - 148
Опубликована: Авг. 19, 2024
Abstract
This
study
presents
a
comprehensive
investigation
of
the
impact
and
mechanism
industrial
robot
utilization
on
total
factor
productivity
(TFP)
using
panel
data
from
A‐share
listed
companies
in
China's
manufacturing
industry.
Our
findings
reveal
significant
contribution
robots
to
enhancing
TFP
microenterprises,
with
this
influence
persisting
over
time.
Mechanism
tests
demonstrate
that
effectively
reduces
labor
costs,
mitigates
financing
constraints,
enhances
innovation
capabilities,
thereby
improving
enterprises'
TFP.
Additionally,
heterogeneity
analysis
indicates
more
pronounced
labor‐intensive,
non‐high‐tech
enterprises,
as
well
enterprises
operating
highly
competitive
markets.
deepens
our
understanding
TFP,
which
broadens
scope
field.
has
practical
implications
for
transforming
traditional
factors,
integrating
new
technologies,
facilitating
digital
intelligent
transformations
emerging
economies.
Язык: Английский
Data-driven solutions: Uncovering the hidden potential of big data technologies in in building low-carbon cities
Computers & Industrial Engineering,
Год журнала:
2024,
Номер
197, С. 110543 - 110543
Опубликована: Сен. 6, 2024
Язык: Английский
The hidden crowding out effect: How does local government implicit debt pressure influence enterprise productivity in China?
Managerial and Decision Economics,
Год журнала:
2024,
Номер
unknown
Опубликована: Сен. 14, 2024
Abstract
To
explore
whether
and
how
local
government
implicit
debts
pressure
(LGIDP)
affects
the
firm
performance,
this
paper
bases
on
2012–2018
listed
enterprise
data
financing
vehicles
(LGFVs)
to
empirically
test
impact
of
LGIDP
total
factor
productivity
(TFP)
non‐local
(N‐LGFVs).
The
results
show
that
significantly
reduced
TFP
N‐LGFVs
by
transferring
fiscal
resources,
enhancing
tax
collection,
credit
resources.
But
distorting
effect
only
exists
in
non‐state‐owned
enterprises,
small‐scale
young
enterprises.
Our
has
an
important
policy
recommendation
regulating
LGFVs
alleviating
are
great
significance
for
China
achieve
sustained
economic
growth.
Язык: Английский
Mitigating Financial Distress by Engaging in Digital Transformation: The Moderating Role of Life Cycles
Systems,
Год журнала:
2024,
Номер
12(12), С. 513 - 513
Опубликована: Ноя. 21, 2024
Financial
distress
is
detrimental
to
both
companies
and
the
development
of
economic
society.
The
emergence
digital
transformation
provides
a
potentially
prominent
pathway
for
address
financial
distress.
Drawing
on
dynamic
capability
view,
this
study
explored
effects
firms’
how
relationship
may
be
contingent
life
cycle.
Our
hypotheses
were
empirically
examined
using
large
panel
dataset
Chinese-listed
manufacturing
firms
applied
hierarchical
linear
model
with
multiple
high-dimensional
fixed
effects.
results
indicate
that
significantly
alleviates
Moreover,
cycle
has
moderating
effect
relationship.
Specifically,
mitigating
stronger
during
growth
stage
but
weaker
declining
stage.
Finally,
findings
provide
important
theoretical
contributions
literature
corporate
finance
offer
managers
valuable
practical
implications
mitigate
Язык: Английский