As
global
environmental
challenges
intensify,
promoting
green
agricultural
production
technologies
(GAPTs)
that
balance
ecological
and
economic
benefits
at
the
farmer
level
has
become
a
crucial
pathway
to
achieving
sustainable
development.
To
achieve
this
goal,
study
uses
an
Ordered
Probit
model,
which
empirically
tests
impact
mechanisms
of
digital
supply
marketing
(DSM)
participation
on
farmers’
adoption
GAPTs,
based
micro-survey
1272
farmers
from
Shaanxi
Province,
Gansu
Ningxia
Hui
Autonomous
Region
in
China.
The
findings
reveal
following:
(1)
Participation
DSM
effectively
encourages
adopt
GAPTs.
(2)
Such
enhances
household
per
capita
income,
strengthens
risk
management,
lowers
entry
barriers
high-value
markets,
improves
access
information,
thereby
(3)
Compared
low-capital,
high-labor,
low-risk
technologies,
stronger
incentivizing
effect
high-capital,
low-labor,
high-risk
technologies.
This
offers
novel
empirical
insights
into
It
provides
micro-level
evidence
supporting
application
agriculture
safeguarding
sustainability.
Applied Economics,
Год журнала:
2024,
Номер
unknown, С. 1 - 15
Опубликована: Июнь 9, 2024
Resource-conservation
technology
(RCT)
can
optimize
the
use
of
natural
resources,
reduce
waste,
and
promote
sustainability
in
agricultural
development.
However,
dissemination
RCT
among
small-scale
farmers
still
remains
at
a
low
level
developing
countries.
This
paper
examines
impact
off-farm
work
on
farmers'
adoption
using
endogenous
switching
probit
(ESP)
model,
detects
mediating
factors
between
them,
further
explores
farm
performance
regression
model
(ESR)
based
primary
data
524
banana
rural
China.
The
results
show
that
has
positive
RCT.
Farmers
with
are
more
likely
to
adopt
compared
those
without
due
could
increase
cognition
new
agriculture
technology.
Specifically,
expands
information
acquisition
channels
improves
acknowledge
thereby
Moreover,
adopters
have
higher
yield
than
non-adopters.
Our
findings
emphasize
farms
regions.
Abstract
In
light
of
the
escalating
global
warming
and
frequency
extreme
weather
events,
agricultural
sector,
being
a
fundamental
pivotal
industry
worldwide,
is
encountering
substantial
challenges
due
to
climate
change.
Using
Chinese
provincial
panel
data
for
2000–2021,
this
paper
utilizes
two‐way
fixed‐effect
model
investigate
impact
Climate
Risk
(CR)
on
green
total
factor
productivity
in
agriculture
(AGTFP),
with
China's
policy
uncertainty
(CPU)
introduced
as
moderating
variable
within
research
framework
scrutinize
its
influence
context.
The
findings
reveal
noteworthy
adverse
effect
CR
AGTFP,
further
exacerbated
by
CPU.
Heterogeneity
analysis
results
show
that
there
clear
regional
variation
AGTFP
across
different
regions,
significantly
inhibiting
development
northern
regions
provinces
major
grain
producing
regions.
Consequently,
pressing
necessity
bolster
establishment
change
monitoring
infrastructures,
devise
tailored
adaptation
strategies
at
level,
enhance
clarity
predictability
policies
fortify
resilience
sustainability
production
systems.
As
global
environmental
challenges
intensify,
promoting
green
agricultural
production
technologies
(GAPTs)
that
balance
ecological
and
economic
benefits
at
the
farmer
level
has
become
a
crucial
pathway
to
achieving
sustainable
development.
To
achieve
this
goal,
study
uses
an
Ordered
Probit
model,
which
empirically
tests
impact
mechanisms
of
digital
supply
marketing
(DSM)
participation
on
farmers’
adoption
GAPTs,
based
micro-survey
1272
farmers
from
Shaanxi
Province,
Gansu
Ningxia
Hui
Autonomous
Region
in
China.
The
findings
reveal
following:
(1)
Participation
DSM
effectively
encourages
adopt
GAPTs.
(2)
Such
enhances
household
per
capita
income,
strengthens
risk
management,
lowers
entry
barriers
high-value
markets,
improves
access
information,
thereby
(3)
Compared
low-capital,
high-labor,
low-risk
technologies,
stronger
incentivizing
effect
high-capital,
low-labor,
high-risk
technologies.
This
offers
novel
empirical
insights
into
It
provides
micro-level
evidence
supporting
application
agriculture
safeguarding
sustainability.
