Design and Psychometric Evaluation of the Artificial Intelligence Acceptance and Usage in Research Creativity Scale Among Faculty Members: Insights From the Network Analysis Perspective
European Journal of Education,
Год журнала:
2025,
Номер
60(1)
Опубликована: Янв. 27, 2025
ABSTRACT
The
acceptance
of
artificial
intelligence
(AI)
in
academic
settings,
particularly
the
context
research
creativity,
is
a
growing
area
interest.
This
study
aimed
to
design
and
validate
AI
Acceptance
Research
Creativity
Scale
(AIA&RCS)
among
faculty
members.
exploratory
mixed‐method
was
conducted
720
A
literature
review
participant
interviews
were
qualitative
phase
generate
develop
items.
In
quantitative
phase,
face
validity,
content
construct
convergent
validity
reliability
(internal
consistency
stability)
used.
Exploratory
factor
analysis
(EFA)
indicated
4‐factor
model
scale
with
‘perceived
usefulness
effectiveness
creativity’,
‘ethical
issues
research’,
‘trusted
capabilities’
‘willingness
use
AI’
accounting
for
51.6%
variance.
arrangement
verified
by
confirmatory
(CFA),
fit
indices
that
at
suitable
levels.
Then,
network
took
into
account
four‐factor
structure
AIA&RCS
further.
Similarly,
graph
(EGA)
configuration
AIA&RCS.
25‐item
well‐suited
measuring
innovation
because
its
psychometrics.
Язык: Английский
Exploring the acceptance of generative artificial intelligence-assisted learning and design creation among students in art design specialties: based on the extended TAM model
Education and Information Technologies,
Год журнала:
2025,
Номер
unknown
Опубликована: Апрель 2, 2025
Язык: Английский
Perceptions of STEM education and artificial intelligence: a Twitter (X) sentiment analysis
International Journal of STEM Education,
Год журнала:
2025,
Номер
12(1)
Опубликована: Фев. 11, 2025
Язык: Английский
Evaluating Artificial Intelligence Anxiety Among Pre-Service Teachers in University Teacher Education Programs
Journal of Mathematics Instruction Social Research and Opinion,
Год журнала:
2024,
Номер
4(1), С. 1 - 18
Опубликована: Дек. 2, 2024
Adopting
artificial
intelligence
(AI)
in
education
for
various
purposes
has
become
prominent
and
raised
many
user
concerns.
The
concerns,
apprehension,
or
fear
that
comes
with
the
use
of
AI
are
referred
to
as
Artificial
Intelligence
Anxiety
(AI
anxiety).
Undergraduates
most
frequent
users
higher
education.
This
study
assessed
anxiety
among
pre-service
teachers.
A
survey
conducted
online
was
used
data
collection.
sample
1067
teachers
mathematics,
science,
technology
teacher
programs
were
purposefully
selected
study.
questionnaire
collect
regarding
teachers'
AI-Anxiety
six
dimensions:
intimidation,
societal
impact,
job
displacement,
technological
dependence,
dread,
ethical
instrument
hosted
through
Google
Forms,
gathered
analyzed
descriptively
(percentage,
mean,
standard
deviation)
inferentially
(ANOVA
regression
analysis).
reveals
a
moderate
level
Levels
vary
across
dimensions,
five
found
be
high
while
only
one
at
level.
It
also
significant
variations
based
on
their
area
speciality.
Also,
identified
no
influences
demographic
characteristics
teachers,
emphasizing
gender.
Thus,
educators
institutions
should
urgently
embark
literacy
improve
technologies
ameliorate
anxiety.
Язык: Английский