Frontiers in Sustainable Food Systems,
Год журнала:
2023,
Номер
6
Опубликована: Март 8, 2023
Recent
developments
have
emphasized
the
need
for
agrifood
systems
to
move
beyond
a
production-oriented
approach
recognize
agriculture
as
part
of
broader
system
that
prioritizes
livelihoods,
social
equity,
diets,
and
climate
environmental
outcomes.
At
same
time,
knowledge
base
is
growing
exponentially.
Using
artificial
intelligence
machine
learning
approaches,
we
reviewed
more
than
1.2
million
publications
from
past
20
years
assess
current
landscape
agricultural
research
taking
place
in
low-
middle-income
countries.
The
result
clearer
picture
what
has
been
conducted
on
small-scale
farming
post-production
2000
present,
where
persistent
evidence
gaps
exist.
We
found
greatest
focus
literature
economic
outcomes,
such
productivity,
yield,
incomes.
There
also
some
emphasis
identifying
measuring
However,
noticeable
data
exist
focused
nutrition
diet,
gender
inclusivity.
Natural Resources Forum,
Год журнала:
2025,
Номер
unknown
Опубликована: Янв. 28, 2025
ABSTRACT
As
global
food
security
continues
to
be
extremely
challenging,
countries
are
seeking
optimal
solutions
for
the
sustainable
development
of
their
agriculture
and
systems
under
environmental
resource
pressures.
This
study
explores
whether
how
digitalization
facilitates
or
hinders
China's
security.
Based
on
data
from
Food
Agriculture
Organization
(FAO),
World
Bank,
United
Nations
E‐Government
survey,
we
assess
digital
transformation
in
terms
infrastructure,
competition,
innovation,
governance
using
entropy
method.
Specifically,
use
ordinary
least‐squares
robust
ridge
regressions
estimate
impact
China
during
2000–2021.
The
results
indicate
that
improves
through
production
transaction
enablement.
Namely,
infrastructure
competition
significantly
contribute
availability,
accessibility,
utilization.
In
addition,
innovation
experiences
synergies
with
other
indicators
improve
However,
decreases
sustainability
because
premature
governance,
as
well
a
lack
talent,
investment,
technical
support.
Thus,
increase
security,
it
is
essential
upgrade
accelerate
cultivate
talents,
make
full
enabling
market.
Outlook on Agriculture,
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 10, 2025
Digital
tools
are
widely
claimed
to
be
global
disruptive
forces
in
agriculture
that
benefit
smallholder
farmers.
While
these
have
led
positive
outcomes
across
multiple
dimensions,
there
is
a
risk
of
exacerbating
social
inequalities,
particularly
for
marginalized
groups
such
as
women
and
less
educated
Despite
existing
frameworks
digital
inclusivity,
challenges
persist
operationalizing
guidelines,
especially
addressing
socio-cultural
barriers
literacy
willingness
engage.
Here
we
synthesize
principles
inclusive
food
systems
provide
innovative
examples
on
how
each
the
has
been
applied
practice.
many
demonstrate
progress
engaging
diverse
farmers
enhancing
access,
other
responsible
use
data
technology
frequently
addressed.
The
uneven
distribution
innovations
highlights
comprehensively.
We
call
more
holistic
approach
tool
development,
one
not
only
bridges
divide
but
also
empowers
by
technical
currently
limit
their
full
participation
agriculture.
Heliyon,
Год журнала:
2024,
Номер
10(9), С. e30210 - e30210
Опубликована: Апрель 25, 2024
Various
Digital
Agricultural
Technologies
(DAT)
have
been
developed
and
implemented
around
the
world.
This
study
aims
to
estimate
overall
adoption
rate
identify
determinant
factors
for
a
better
perspective
after
decades
of
innovation
dissemination.
A
systematic
review
was
conducted
on
published
studies
that
reported
rates
using
Preferred
Reporting
Items
Systematic
Reviews
Meta-Analyses
(PRISMA)
protocol.
We
used
meta-regression
partial
correlation
coefficient
effect
size
establish
between
socioeconomic
characteristics
various
technologies
reported.
Fifty-two
with
32400
participants
met
selection
criteria
were
included
in
study.
The
results
revealed
an
pooled
39%,
highest
developing
countries
Africa
South
America.
Socioeconomic
such
as
age,
education,
gender,
income
found
be
main
determinants
should
considered
when
designing
technology
sustainable
adoption.
also
young
farmers
more
susceptible
Moreover,
higher
levels
educational
attainment
are
likely
use
linked
agricultural
production,
market
access,
digital
advising,
implying
high-income
education
tech-savvy.
However,
this
does
not
exclude
low-income
low-educated
from
adopting
technologies,
many
models
strategies
considerations
developed.
It
is
one
reasons
behind
underlying
enthusiasm
low
middle-income
countries.
Abstract
This
study
analyses
the
opportunities
and
pitfalls
of
using
chatgroups
for
plant
health
systems.
It
also
examines
conditions
strengthening
chatroom
functions
considers
possibility
replicating
reported
successes
in
healthcare
settings
to
We
use
mixed
qualitative
methods,
which
include
stakeholder
surveys
observation
chatgroup
activity
interactions
Ghana,
Kenya,
Uganda
Sri
Lanka.
Our
findings
show
that
there
is
evidence
benefits
human
can
be
replicated
health.
Replication
should,
however,
not
a
‘copy
paste’
approach.
due
general
lack
evidence-based
guidelines
lessons
learned
move
beyond
initial
adoption
success
communication
applications.
Also,
practice,
doctor
are
generally
much
larger
than
groups
it
remains
seen
whether
increasing
could
benefit
specific
objectives;
or
would
lead
increased
labour
costs,
and/or
diminish
participation
doctors.
One
Health
impact
statement
The
article
relevant
context
as
demonstrates
lot
learn
between
sectors
about
interventions
approaches.
work
used
literature
from
shed
light
on
how
similar
intervention
functioned
improved.
shows
if
actors
sector
had
engaged
early
with
sector,
they
may
have
avoided
ways
support
management.
expected
human,
animal
knowledge
recommendations
this
establish
new
online
transformative
change.
