Heliyon,
Journal Year:
2024,
Volume and Issue:
11(1), P. e41109 - e41109
Published: Dec. 27, 2024
This
study
conducts
a
bibliometric
analysis
of
252
scientific
publications
from
2001
to
2023,
exploring
the
evolution
and
emerging
trends
in
agricultural
data
spaces.
Analyzing
articles
Web
Science
Scopus
databases,
we
address
six
research
questions:
current
interconnected
key
topics
spaces
(RQ1),
themes
over
time
(RQ2),
field
(RQ3),
identification
leading
researchers
(RQ4),
primary
funding
sources
for
this
area
(RQ5),
relationship
among
small
farmers
(RQ6).
Our
findings
reveal
shift
traditional
innovative
themes,
such
as
increasing
focus
on
Internet
Things
(IoT),
Blockchain,
Digital
Storage.
indicates
trend
toward
modernizing
practices
through
technology.
We
found
that
rise
these
is
not
correlated
with
results
shown
by
Google
Scholar
same
terms
but
economic
impact
areas.
Prominent
authors
significant
sources,
including
European
Union,
United
States
Department
Agriculture,
Chinese
programs,
have
been
identified,
proving
global
interest
investment
digitalization
agriculture.
continue
our
identifying
some
barriers
prevent
using
or
sharing
data,
them
cultural
contexts,
lack
trust
providers,
ignorance
conditions.
offers
valuable
insights
researchers,
policymakers,
practitioners,
focusing
dynamic
landscape
potential
future
innovations
fields
like
analytics
Artificial
Intelligence,
Things,
digital
divide
farming
platforms.
emphasize
necessity
targeted
policy
interventions
support
mechanisms
bridge
gap
enable
medium
benefit
advancements
digitization.
Journal of Global Information Management,
Journal Year:
2025,
Volume and Issue:
33(1), P. 1 - 26
Published: Jan. 16, 2025
Offshore
outsourcing
has
been
considered
a
low
cost
production
site.
There
is
rare
studies
that
addressed
the
offshore
strategy
as
growth
where
offshoring
focal
firm
can
develop
their
capabilities
for
competitive
advantage.
This
paper
explores
how
SMEs
enhance
dynamic
by
entering
into
relationships.
The
development
process
includes
increasing
focus
on
Core
competency,
developing
innovation
capabilities,
market
share
in
existing
and/or
new
markets,
and
improving
its
flexibility
to
face
business
ecosystem.
exploratory
case
study
ten
manufacturing
from
Quebec
(Canada)
shows
contributes
with
varying
degrees
of
success.
It
an
evolutionary
path
capability
process.
Managers
understanding
enable
firms
improve
challenging
eco-system
remain
high
countries
(HCC).
Journal of Global Information Management,
Journal Year:
2025,
Volume and Issue:
33(1), P. 1 - 30
Published: April 12, 2025
This
study
utilized
mapping
knowledge
domains
to
conduct
scientometric
analysis
better
understand
the
current
landscape
of
subculture
research
and
development.
The
dataset
comprises
2,647
articles
from
1998
2023
sourced
Web
Science
(WOS).
data
were
visualized
analyzed
using
CiteSpace
by
co-citation
keyword
co-occurrence
analysis.
results
provide
an
overview
concept
underscore
key
authors,
affiliations
countries
in
this
field.
Additionally,
map
studies
can
be
summarized
into
four
primary
categories:
adolescents,
gender,
identity
group,
Internet.
indicate
that
trends
focus
on
developmental
aspects,
with
particular
attention
commercialization,
social
integration,
mental
health
issues.
Moreover,
interdisciplinary
approaches
are
increasingly
applied
Finally,
limitations
potential
directions
for
future
discussed.
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(9), P. 3796 - 3796
Published: April 23, 2025
With
the
advancement
of
economic
globalization,
market
integration
has
become
a
critical
contributing
factor
for
sustainable
development.
However,
persistence
zombie
firms
continues
to
undermine
fiscal
sustainability,
creating
policy
challenge.
The
core
purpose
this
article
is
propose
novel
directions
emerging
economies
foster
domestic
(DMI)
and
Based
on
panel
data
from
297
cities
in
China
2008
2020,
paper
employs
two-way
fixed
effects
model
empirically
test
impact
subsidies
allocated
DMI.
results
indicate
that
targeted
provided
by
local
governments
exacerbate
regional
segmentation
hinder
process
analysis
reveals
several
key
mechanisms
underlying
phenomenon:
one
hand,
may
shift
expenditure
burdens
enterprises
located
outside
their
jurisdiction,
leading
higher
institutional
trade
costs
lower
sustainability;
other
crowds
out
resources
available
healthy
distorts
allocation
resources,
thereby
impeding
ability
products
compete
effectively
intercity
markets.
enhancing
business
environment
upgrading
industrial
structure
can
mitigate
fragmentation
induced
such
inefficient
subsidies.
This
research
offers
perspective
quantifying
protectionism
provides
important
implications
improve
DMI
as
well
Journal of Global Information Management,
Journal Year:
2025,
Volume and Issue:
33(1), P. 1 - 25
Published: March 8, 2025
This
study
investigates
the
impact
of
network
capabilities
and
deep
learning
techniques
on
companies'
financial
performance
within
buyer-supplier
networks.
It
broadens
scope
by
incorporating
measures
such
as
closeness
constraint,
whereas
previous
studies
have
primarily
focused
suitable
relationships.
The
analysis
evaluates
effects
these
metrics,
including
asset
growth
rate,
return
assets,
more.
In
addition,
this
explores
extended
networks
company
using
techniques.
results
show
that
are
positively
associated
with
their
performance,
highlighting
critical
role
positions
in
driving
success.
Furthermore,
findings
suggest
extending
through
offers
significant
benefits
for
companies.
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(7), P. 3009 - 3009
Published: March 28, 2025
This
systematic
review
examines
digital
transformation
in
post-pandemic
supply
chains
through
a
bibliometric
analysis
of
literature
from
2020
to
2024.
Using
the
PRISMA
protocol,
we
analyzed
publications
Scopus,
Web
Science,
and
ScienceDirect
databases.
Results
show
that
sustainability
has
become
dominant
keyword
research,
with
China,
United
States,
India
forming
main
research
triangle.
The
most
influential
technologies
driving
are
big
data,
blockchain,
artificial
intelligence,
Internet
Things
(IoT).
Co-citation
network
revealed
three
major
clusters:
green
cluster
led
by
Gunasekaran
Angappa
focusing
on
chain
management;
red
Rahman
Muhammad
Saddiq
addressing
implementation
aspects;
blue
Calatayud
Rodriguez
examining
innovation
adaptation.
Organizations
shifting
purely
operational
approaches
more
holistic
transformations
integrate
strategic
organizational
dimensions.
We
identified
important
gaps
developing
regions
integration
emerging
existing
systems.
enhances
understanding
digitization
while
providing
framework
for
future
this
rapidly
evolving
field.
Journal of Global Information Management,
Journal Year:
2025,
Volume and Issue:
33(1), P. 1 - 24
Published: April 3, 2025
This
study
examines
the
elements
of
matchmaking
intention,
highlighting
a
significant
gap
in
behaviors
within
Metaverse
platforms.
The
explores
socio-psychological
and
behavioral
factors
impacting
intention
this
digital
landscape.
We
developed
conceptual
model
integrating
social
presence
theory
status
quo
bias
with
technology
acceptance
(TAM).
Using
survey
data
from
512
participants
across
various
regions
India,
we
tested
proposed
relationships
through
structural
equation
modeling.
results
indicate
that
intimacy,
interactivity,
connectedness,
responsiveness
contribute
to
increased
agreeableness
regarding
on
Furthermore,
real,
non-perceived
usage
significantly
moderates
relationship
between
intention.
Our
findings
provide
valuable
insights
for
creating
effective
marketing
strategies
enhance
user
intentions
Metaverse.
can
be
used
launch
any
new
service
Sustainability,
Journal Year:
2025,
Volume and Issue:
17(8), P. 3321 - 3321
Published: April 8, 2025
Environmental
degradation
poses
a
significant
global
challenge
which
necessitates
innovative
strategies
to
achieve
sustainability.
This
study
investigates
the
impact
of
technological
innovation
(TCN),
higher
education
(EDU),
green
finance
(GRF),
globalization
(GLI),
and
entrepreneurship
(ENT)
on
environmental
quality
(EQ)
in
G20
countries.
The
uses
panel
data
from
2000
2020
investigate
relationships
between
variables.
Among
various
diagnostic
tests
conducted,
Variance
Inflation
Factor
(VIF)
confirms
that
multicollinearity
is
not
present.
Furthermore,
cross-sectional
dependence
(CSD)
test
identifies
interdependence
among
Moreover,
slope
homogeneity
(SL)
indicates
heterogeneity
data.
For
stationarity
check,
Cross-Sectional
Augmented
Im–Pesaran–Shin
(CIPS)
mixed
results.
Finally,
Cross-Sectionally
Autoregressive
Distributed
Lag
(CS-ARDL)
Generalized
Method
Moments
(GMM)
for
long-
short-run
analysis
outcomes
CS-ARDL
indicate
GLI
has
negative
EQ,
hence
causing
deterioration
economies.
On
other
hand,
TCN,
EDU,
GRF,
ENT
show
positive
impacts
therefore
enhancing
outcomes.
Additionally,
Dumitrescu–Hurlin
causality
reveals
bidirectional
causality,
highlights
interconnected
relationship
TCN
with
EQ.
However,
demonstrate
unidirectional
takeaway
focuses
importance
policies
promoting
innovation,
resource
efficiency,
sustainable
practices
advance
within
Journal of Global Information Management,
Journal Year:
2025,
Volume and Issue:
33(1), P. 1 - 36
Published: April 19, 2025
The
aim
of
this
study
is
to
identify
and
empirically
validate
the
factors
that
increase
students'
engagement
in
remote
work-integrated
learning
(WIL).
technology
interactivity
model
was
considered
an
appropriate
theoretical
foundation
for
proposing
conceptual
study.
Four
i.e.
interactivity,
customisation,
active
control,
synchronicity
were
derived
as
key
predictors
student's
engagement.
This
also
extended
by
considering
two
from
social
identity
theory:
personal
identity.
necessary
data
collecting
using
online
questionnaire
with
a
purposive
sample
students
at
different
levels
educational
backgrounds.
Statistical
findings
largely
approved
impact
identity,
control
WIL.
Results
supported
moderating
effects
telepresence
presence
on
relationships
between
independent
factors: