Frontiers in Earth Science,
Journal Year:
2023,
Volume and Issue:
11
Published: Feb. 2, 2023
Exploring
the
relationship
between
industrial
green
development,
technological
innovation,
and
employment
structure,
especially
impact
development
innovation
on
is
of
enormous
theoretical
practical
importance
to
achieve
high-quality
as
well
optimize
structure
China.
Thirty
Chinese
provinces’
data
from
2009
2019
adopted
assess
levels.
Considering
above,
this
research
innovatively
integrates
into
an
analytical
framework,
empirically
investigates
effects
two
factors
their
interaction
by
adopting
a
two-way
fixed
model.
The
specific
conclusions
are
presented
follows.
Firstly,
China’s
levels
exhibit
fluctuating
rising
time-series
evolutionary
feature
have
regional
differences.
Secondly,
conducive
optimizing
structure.
Thirdly,
eastern
northeastern
areas’
optimization
boosted
development.
However,
corresponding
regression
coefficients
in
western
central
areas
not
significant.
northeastern,
eastern,
encourages
improvement.
Instead,
hampered
region.
An
evolution
positively
affects
relevant
structures
four
regions.
Specific
results
necessary
significance
realistic
reference
price
for
whether
interplay
affect
International Journal of Human-Computer Interaction,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 21
Published: March 3, 2024
The
increased
prevalence
of
human-AI
collaboration
is
reshaping
the
manufacturing
sector,
fundamentally
changing
nature
human
work
and
training
needs.
While
high
automation
improves
performance
when
functioning
correctly,
it
can
lead
to
problematic
(e.g.,
defect
detection
accuracy,
response
time)
operators
are
required
intervene
assume
manual
control
decision-making
responsibilities.
As
AI
capability
reaches
higher
levels
human–AI
becomes
ubiquitous,
addressing
these
issues
crucial.
Proper
worker
training,
focusing
on
skill-based,
cognitive,
affective
outcomes,
nurturing
motivation
engagement,
be
a
mitigation
strategy.
However,
most
research
in
has
prioritized
effectiveness
technology
for
rather
than
how
design
influences
key
success
longevity.
current
study
explored
workers
using
an
system
affected
their
motivation,
skill
acquisition.
Specifically,
we
manipulated
level
decision
selection
used
102
participants
quality
task.
Findings
indicated
that
fully
automated
negatively
impacted
perceived
autonomy,
self-determined
behavioral
task
acquisition
during
training.
Conversely,
partially
AI-enhanced
enabling
better
adapt
failure
by
developing
necessary
skills.
results
suggest
involving
as
aid
selector,
yields
more
positive
outcomes.
This
approach
ensures
aspect
not
overlooked,
maintaining
balance
between
technological
advancement
development,
engagement.
These
findings
applied
enhance
real-world
practices
designing
programs
develop
operators'
technical,
methodological,
personal
skills,
though
companies
may
face
challenges
allocating
substantial
resources
redevelopment
continuously
adapting
keep
pace
with
evolving
technology.
Technology in Society,
Journal Year:
2023,
Volume and Issue:
72, P. 102205 - 102205
Published: Jan. 27, 2023
Advanced
technologies
are
changing
our
working
life
in
unpredictable
ways.
Consequently,
a
fear
of
technologically
induced
mass
unemployment
has
re-emerged.
The
increased
precarity
associated
with
the
technological
substitution
work
could
lead
to
regression
towards
materialist
values
that
more
accepting
authoritarianism
and
xenophobia.
Crucially,
these
less
skills
demanded
future
work,
which
tends
be
depicted
as
demanding
higher
levels
innovation,
creative
social
post-materialist
values.
Current
research
thus
far
overlooked
cultural
aspects
large-scale
this
study
illuminates.
We
investigate
how
relationship
between
occupational
automatability
developed
2002
2018
Europe.
results
demonstrate
have
been
rather
stable
throughout
period.
Occupational
not
becoming
or
fit
for
artificial
intelligence
society
would
expected
if
context
becomes
increasingly
precarious
innovation-driven.
paper
demonstrates
adaptation
type
yet
occurred.
Frontiers in Earth Science,
Journal Year:
2023,
Volume and Issue:
11
Published: Feb. 2, 2023
Exploring
the
relationship
between
industrial
green
development,
technological
innovation,
and
employment
structure,
especially
impact
development
innovation
on
is
of
enormous
theoretical
practical
importance
to
achieve
high-quality
as
well
optimize
structure
China.
Thirty
Chinese
provinces’
data
from
2009
2019
adopted
assess
levels.
Considering
above,
this
research
innovatively
integrates
into
an
analytical
framework,
empirically
investigates
effects
two
factors
their
interaction
by
adopting
a
two-way
fixed
model.
The
specific
conclusions
are
presented
follows.
Firstly,
China’s
levels
exhibit
fluctuating
rising
time-series
evolutionary
feature
have
regional
differences.
Secondly,
conducive
optimizing
structure.
Thirdly,
eastern
northeastern
areas’
optimization
boosted
development.
However,
corresponding
regression
coefficients
in
western
central
areas
not
significant.
northeastern,
eastern,
encourages
improvement.
Instead,
hampered
region.
An
evolution
positively
affects
relevant
structures
four
regions.
Specific
results
necessary
significance
realistic
reference
price
for
whether
interplay
affect
