STEM Education,
Год журнала:
2024,
Номер
5(1), С. 445 - 465
Опубликована: Янв. 1, 2024
<p>We
verified
a
pre-service
teachers'
Extended
Technology
Acceptance
Model
(ETAM)
for
AI
application
use
in
education.
Partial
least
squares
structural
equation
modeling
(PLS-SEM)
examined
data
from
400
teachers
Central
Visayas,
Philippines.
Perceived
usefulness
and
attitudes,
ease
of
intention
to
apps
were
significantly
correlated.
However,
subjective
norms,
experience,
voluntariness
did
not
affect
how
valuable
was
viewed
or
intended
be
used.
Attitudes
toward
mediated
specific
correlations
use.
These
findings
improve
the
ETAM
model
highlight
significance
user-friendly
interfaces,
educational
activities
highlighting
AI's
benefits,
institutional
support
enhance
adoption
applications
Despite
its
limitations,
this
study
establishes
foundation
further
research
on
settings.</p>
Frontiers in Education,
Год журнала:
2025,
Номер
10
Опубликована: Март 26, 2025
Despite
the
recent
increase
in
research
on
artificial
intelligence
education
(AIED),
studies
investigating
perspectives
of
academic
staff
and
implications
for
future-oriented
teaching
at
higher
institutions
remain
scarce.
This
exploratory
study
provides
initial
insight
into
112
by
focusing
three
aspects
considered
relevant
sustainable,
age
AI:
instructional
design,
domain
specificity,
ethics.
The
results
indicate
that
participants
placed
greatest
importance
AIED
Furthermore,
indicated
a
strong
interest
(mandatory)
professional
development
AI
more
comprehensive
institutional
support.
Faculty
who
perceived
design
as
important
were
likely
to
use
AI-based
tools
their
practice.
However,
relevance
specificity
ethics
did
not
predict
tool
integration,
which
suggests
an
intention–behavior
gap
warrants
further
investigation
factors
such
literacy
structural
conditions
education.
findings
may
serve
basis
discussion
adequate
support
services
learning
AI.
Cadernos de Educação Tecnologia e Sociedade,
Год журнала:
2025,
Номер
18(se1), С. 170 - 177
Опубликована: Янв. 14, 2025
The
impact
of
teacher
behavior
on
student
learning
is
one
the
important
goals
education.
And
also
shaped
by
changing
our
behavior.
This
change
in
from
their
teacher.
Teachers'
influence
behavior,
both
spiritual
and
mental,
occurs
through
words
shapes
relationship
between
student.
Education
can
play
an
role
learning.
Most
successful
people
owe
successes
to
teachers.
Some
attribute
failures
inappropriate
treatment
There
are
various
methods
students.
Considering
this
issue,
teachers
must
strengthen
themselves
three
areas
communicate
with
students
them.
most
basic
human
needs,
ability
solve
problems
a
requirement
for
continuing
life.
purpose
present
study
was
investigate
content
knowledge
teacher's
improving
applied
terms
its
field
descriptive
correlational
research
implementation
method.
statistical
population
included
400
high
school
Samarkand
2024-2025,
who
were
randomly
selected
all
When
have
sufficient
necessary
expertise
communication
teaching
skills,
they
use
knowledge,
education
process,
thus
providing
favorable
environment
further
academic
progress
set
has
significant
students'
form
profession
standards.
results
analyzed
using
Pearson
correlation.
findings
showed
that
teachers'
how
positive
parts
problem-solving
approach:
creativity,
confidence
solving
problem,
orientation
approach,
helplessness
problem
mastery;
so,
it
be
deduced
his/her
skill
linked
enhancing
Frontiers in Education,
Год журнала:
2025,
Номер
10
Опубликована: Фев. 20, 2025
Background
While
the
transformative
potential
of
artificial
intelligence
(AI)
in
education
is
widely
recognized,
rapid
evolution
these
technologies
necessitates
a
corresponding
teacher
education.
This
research
sought
to
investigate
impact
targeted
training
program
on
pre-service
physics
teachers’
AI
literacy
levels
and
their
subsequent
attitudes
intentions
toward
adoption
future
teaching.
Methods
A
pre-post-test
control
group
quasi-experimental
study
was
implemented
among
students.
5
weeks
long
out-of-curriculum
intervention
designed
that
combined
theoretical
grounding
with
practical,
problem-based
learning
activities,
focus
use
various
tools.
Results
There
significant
upswing
performance
post-intervention,
showcasing
effective
facilitating
participants’
understanding
application
educational
contexts.
Additionally,
perceived
usefulness
found
be
partial
mediator
link
between
scores
behavioral
intention
embed
generative
solutions
into
Conclusion
The
concludes
incorporating
comprehensive
programs
curricula
essential
for
fostering
technologically
adept
pedagogically
innovatively
minded
teaching
workforce.
Further
needed
explore
long-term
effects
practice
student
outcomes.
International Journal of Sustainable Engineering,
Год журнала:
2025,
Номер
18(1)
Опубликована: Март 3, 2025
This
study
proposes
to
determine
the
influence
of
'Environmental
Knowledge'
(EK),
'Altruism'
(Atr),
'Consumer
Confidence'
(CC)
and
constructs
'Theory
Planned
Behaviour'
(TPB)
like
Attitude"
(Atd),
'Subjective
Norm'
(Sub)
'Perceived
behavioural
control'
(Pbhc)
on
consumers'
intention
purchase
'Green
Apparel
Products'
(GAPI).
Moreover,
moderating
effect
Innovativeness'
(PInn)
relationship
between
'Attitude'
(Sub),
(Pbhc),
'EK',
'Atr'
'CC'
was
studied.
To
test
research
model
hypothesis,
a
survey
349
Generation
Z
consumers
(18–26
years)
conducted.
Cronbach's
alpha
'Confirmatory
Factor
Analysis'
(CFA)
were
used
scale's
reliability
validity.
'Structural
Equation
Modelling'
(SEM)
validated
given
hypotheses.
In
this
research,
six
hypotheses
tested,
it
found
that
three
showed
direct
relationship.
Specifically,
result
SEM
'Atd',
'Sub'
positively
related
GAPI.
Also,
formulated
testing
role
'PInn'.
The
results
established
'PInn'
moderated
'Sub',
'GAPI'
significantly.
provides
novel
framework
explore
consumer's
'GAPI'.
Advances in computational intelligence and robotics book series,
Год журнала:
2025,
Номер
unknown, С. 371 - 386
Опубликована: Март 13, 2025
This
research
paper
focuses
on
the
perceptions,
challenges,
and
opportunities
concerning
employment
of
artificial
intelligence
(AI)
in
education,
as
perceived
by
in-service
pre-service
teachers
United
Arab
Emirates
(UAE).
The
study
applies
a
comprehensive
survey
which
is
structured
using
Likert
scale
statements
to
investigate
educators'
knowledge
AI
technologies,
their
adoption
teaching
practices,
benefits
they
perceive,
professional
development
needs,
barriers
integration,
perspectives
for
future,
ethical
considerations.
preliminary
data
suggests
an
increasing
tendency
educators
UAE
implement
improve
personalized
learning,
reform
assessment
methods,
automate
paperwork.
On
other
hand,
number
difficulties
such
lack
training,
inadequate
resource
access,
privacy
issues
have
been
identified.
Through
analysis
these
factors,
intends
present
insights
into
education
within
currently,
suggest
ways
policy
makers,
technologists
can
develop
environment
effective
use
educating
learning.
great
significance
discussions
educational
technology
because
it
shows
unique
personal
aspects
who
are
working
very
dynamic
environment.
European Journal of Education,
Год журнала:
2025,
Номер
60(2)
Опубликована: Март 23, 2025
ABSTRACT
As
Artificial
Intelligence
(
AI
)
increasingly
becomes
integral
to
educational
development,
understanding
how
future
educators
perceive
Education
AIEd
is
crucial
for
the
effective
implementation
of
in
school
curricula
embed
technologies
throughout
age
ranges
kindergarten
grade
12
(K‐12).
The
present
study
employed
elicited
metaphor
analysis
EMA
),
an
innovative
qualitative
method
that
elicits
participants'
conceptualisations
through
metaphors,
examine
perspectives
pre‐service
teachers
China
towards
K‐12.
We
analysed
a
database
463
metaphors
with
entailments,
obtained
via
online
questionnaire
returned
by
265
three
Normal
Universities
China.
Seven
major
conceptual
themes
were
identified:
‘Guidance’,
‘Growth’,
‘Resources’,
‘Discovery’,
‘Opportunity’,
‘Challenge’
and
has
‘Dual
Nature’
exerting
both
positive
negative
influences
on
education.
Sentiment
revealed
teachers'
overall
attitudes
as
(62%),
(12%)
ambiguous
or
neutral
(26%).
It
was
also
found
among
background
factors,
attitudinal
differences
identified
between
those
who
have
received
exposure
classrooms
not.
These
seem
indicative
cohort
educators'
opinions
regarding
findings
could
inform
teacher
training
policymaking,
highlighting
clear
policies
are
needed
regulate
use
classrooms,
education
should
be
progressively
integrated
into
K‐12
curricula,
existing
expertise
acknowledged
earlier
their
training,
they
mediators
professional
colleagues.