Contemporary Educational Technology,
Journal Year:
2025,
Volume and Issue:
17(3), P. ep579 - ep579
Published: March 27, 2025
The
development
of
generative
artificial
intelligence
(AI)
has
started
a
conversation
on
its
possible
uses
and
inherent
difficulties
in
the
field
education.
It
becomes
essential
to
understand
perceptions
pre-service
teachers
about
integration
this
technology
into
teaching
practices
as
AI
models
including
ChatGPT,
Claude,
Gemini
acquire
popularity.
This
investigation
sought
create
valid
trustworthy
instrument
for
evaluating
science
teachers’
opinions
implementation
educational
settings
related
science.
work
was
undertaken
within
faculty
education
at
Kazan
Federal
University.
total
number
participants
is
401
undergraduate
students.
process
scale
encompassed
expert
evaluation
content
validity,
exploratory
factor
analysis,
confirmatory
assessments
reliability.
resultant
consisted
four
dimensions:
optimism
utility
education,
readiness
openness
integration,
AI’s
role
inclusivity
engagement,
concerns
skepticism
demonstrated
robust
psychometric
properties,
evidenced
by
elevated
reliability
coefficients.
Cluster
analysis
unveiled
distinct
profiles
based
their
responses,
encompassing
spectrum
from
enthusiastic
skeptical
disengaged
individuals.
study
provides
comprehensive
perceptions,
thereby
informing
teacher
programs
professional
initiatives
regarding
responsible
AI.
Recommendations
entail
validation
across
varied
contexts,
exploration
longitudinal
changes,
subject-specific
applications
International Journal of Scientific Research in Science and Technology,
Journal Year:
2025,
Volume and Issue:
12(2), P. 46 - 52
Published: March 4, 2025
A
survey
was
made
to
the
students
of
Instituto
Tecnológico
de
Tlaxiaco,
Oaxaca
,
Mexico
about
interactive
platforms
they
use
most
in
their
homework,
addition
this
it
highlighted
that
some
are
fluent
Spanish
and
other
an
indigenous
language,
way
were
questioned
which
language
speak,
write
or
read,
order
know
how
interact
with
technologies
offer
new
opportunities
improve
education,
facilitating
inclusive
effective
learning.
This
work
considered:
type
device
usually
use,
for
different
research
laboratory
projects
schoolwork.
It
is
important
mention
access
technology
indigenous-speaking
promotes
digital
inclusion
offers
where
significant
impacts
shown
overcome
barriers
learning
conditions.
Contemporary Educational Technology,
Journal Year:
2025,
Volume and Issue:
17(3), P. ep579 - ep579
Published: March 27, 2025
The
development
of
generative
artificial
intelligence
(AI)
has
started
a
conversation
on
its
possible
uses
and
inherent
difficulties
in
the
field
education.
It
becomes
essential
to
understand
perceptions
pre-service
teachers
about
integration
this
technology
into
teaching
practices
as
AI
models
including
ChatGPT,
Claude,
Gemini
acquire
popularity.
This
investigation
sought
create
valid
trustworthy
instrument
for
evaluating
science
teachers’
opinions
implementation
educational
settings
related
science.
work
was
undertaken
within
faculty
education
at
Kazan
Federal
University.
total
number
participants
is
401
undergraduate
students.
process
scale
encompassed
expert
evaluation
content
validity,
exploratory
factor
analysis,
confirmatory
assessments
reliability.
resultant
consisted
four
dimensions:
optimism
utility
education,
readiness
openness
integration,
AI’s
role
inclusivity
engagement,
concerns
skepticism
demonstrated
robust
psychometric
properties,
evidenced
by
elevated
reliability
coefficients.
Cluster
analysis
unveiled
distinct
profiles
based
their
responses,
encompassing
spectrum
from
enthusiastic
skeptical
disengaged
individuals.
study
provides
comprehensive
perceptions,
thereby
informing
teacher
programs
professional
initiatives
regarding
responsible
AI.
Recommendations
entail
validation
across
varied
contexts,
exploration
longitudinal
changes,
subject-specific
applications