The
unprecedented
impact
of
the
COVID-19
pandemic
has
resulted
in
a
significant
shift
operations
Higher
Education
Institutions
(HEIs),
indicating
disruptive
influence
technological
innovations.
This
paper
delves
into
implications
such
advancements
within
HEI
sector,
emphasising
role
Artificial
Intelligence
(AI)
enhancing
academic
performance
and
student
learning
outcomes.
Guided
by
Technology
Acceptance
Model
(TAM),
20
empirical
studies
on
AI
published
between
2016
2022
are
examined,
systematically
presented,
discussed.
article
draws
critical
lessons
about
South
African
HEIs.
A
core
finding
is
that
advent
revolutionised
environment
through
intelligent
learning,
increasing
collaborations,
promoting
active
sharing
resources,
delivering
distance
education
virtual
improving
pedagogical
systems.
review
contributes
to
AI's
growing
theory
practice
adds
limited
literature
4IR
sector.
Sustainability,
Год журнала:
2023,
Номер
15(4), С. 3507 - 3507
Опубликована: Фев. 14, 2023
Over
the
past
year,
defined
by
COVID-19
pandemic,
we
have
witnessed
a
boom
in
applying
key
emerging
technologies
education.
In
such
challenging
situations,
technology
and
education
expanded
their
work
together
to
strengthen
interactively
impact
learning
process
online
higher
context.
From
pedagogical
perspective,
extended
reality
(XR)
artificial
intelligence
(AI)
were
accessible
toolboxes
amplify
an
active
learner-centered
teaching
method.
Whether
how
activities
will
continue
post-COVID-19
situation
remains
unclear.
this
systematic
literature
review,
document
application
of
XR
AI
settings
build
up
accurate
depiction
influence
after
pandemic
outbreak.
A
significant
contribution
thorough
analysis
conducted
was
corroboration
growing
interest
these
fast-emerging
on
learner
agency
outcomes,
making
more
accessible,
effective,
engaging,
collaborative,
self-paced,
adapted
diverse
academic
trajectories.
The
momentum
brought
about
has
served
as
impulse
for
educators
universities
expand
use
progressively,
meet
new
challenges,
shape
future
International Journal of Human-Computer Interaction,
Год журнала:
2024,
Номер
unknown, С. 1 - 10
Опубликована: Янв. 22, 2024
For
long
now,
the
use
of
Artificial
Intelligence
(AI)
chatbots
in
higher
education
to
support
and
engage
learners
classroom
learning
activities
has
been
attracting
attention
researchers.
The
acceptance
this
technology
for
purposes
is
indicative
learners'
intentions
actual
future.
Hence,
study
aims
test
educational
AI
context
self-directed
with
(SDLT)
along
information
communication
(ICT)
self-efficacy,
using
extended
Technology
Acceptance
Model
(TAM).
involved
414
undergraduate
students,
research
model
was
tested
by
utilizing
Partial
Least
Square
Structural
Equation
(PLS-SEM).
results
indicate
that
ICT
self-efficacy
affects
only
perceived
ease
(PEU),
whereas
PEU
usefulness
have
a
positive
effect
on
intention
chatbots.
Moreover,
SDLT
shown
affect
both
As
such,
it
suggested
–
among
other
notes
universities
update
their
curricula
SDLT,
also
organize
order
increase
students.
AsiaCALL Online Journal,
Год журнала:
2025,
Номер
16(1), С. 111 - 139
Опубликована: Янв. 27, 2025
This
quantitative
study
explores
the
key
factors
that
shape
teachers'
use
of
ChatGPT
as
a
valuable
tool
for
lesson
creation.
It
also
identifies
challenges
may
hinder
its
effective
adoption.
A
mixed-methods
approach
was
used
to
collect
data,
including
three
participants
who
were
chosen
in-depth
interviews
and
198
EFL
teachers
given
questionnaires
under
various
circumstances.
Factors
such
perceived
usefulness,
ease
use,
social
influence
explored
based
on
theory
Technology
Acceptance
Model
(TAM)
Unified
Theory
Use
(UTAUT)
data
analysis
SmartPLS
software
conduct
Partial
Least
Squares
Structural
Equation
Modeling
(PLS-SEM).
The
findings
showed
important
connections
between
these
how
they
influenced
intention
in
planning
daily
lessons.
highlighted
difficulties
utilizing
Chat
GPT,
offering
practical
suggestions
educators
policymakers
improve
technology
integration
settings.
Education Research International,
Год журнала:
2022,
Номер
2022, С. 1 - 17
Опубликована: Окт. 7, 2022
As
part
of
the
human-computer
interaction
(HCI)
that
artificial
intelligence
has,
it
has
a
specific
effect
on
developing
critical
thinking
skills,
which
is
what
this
study
looking
at.
The
purpose
was
to
determine
impact
AI
friend
apps
EFoLLe
(English
foreign
language
learners)
interactions
with
technology.
primary
focus
paper
new
intelligence-based
immersion
teaching
method
for
university-level
English.
Students’
English
proficiency
and
CT
are
goals
course.
This
employs
mixed
methods
research
design
using
an
online
survey
classroom
observation.
Both
quantitative
qualitative
data
collection
analysis
techniques
helped
researchers
understand
deeply.
Still,
little
used
look
at
how
people
acted
while
they
were
learning
use
improve
skills.
participants
in
polled
survey.
A
total
453
participated
According
outcomes
study,
friends
enhance
students’
abilities
positive
among
participants.
Because
AI-based
instruction
promotes
trust,
self-confidence,
open-mindedness,
maturity
English,
can
help
them
their
because
skills
foundation
21st-century
helps
students
learn
these
nonnative
become
more
trusting,
self-confident,
open-minded,
mature
It
also
thinking,
so
21stcentury.
Journal of Culture and Values in Education,
Год журнала:
2023,
Номер
6(2), С. 158 - 171
Опубликована: Июль 5, 2023
While
the
global
South
universities
have
made
significant
strides
in
adopting
digital
technologies,
there
remain
huge
gaps,
particularly
when
it
comes
to
acceptance
of
artificial
intelligence
(AI)
institutions
higher
learning.
As
such,
this
study
sought
explore
academics’
reported
AI-related
challenges
language
education
domain
from
published
literature.
To
achieve
this,
researchers
employed
a
literature
review
methodology
which
entailed
meticulous
searches
for
using
key
words.
The
revealed
four
broad
namely
limited
options,
academic
dishonesty,
biases
and
lack
accountability,
laziness
among
students
lecturers.
Based
on
these
findings,
recommended
that
be
an
urgent
prioritisation
development
AI-based
tools
are
specifically
tailored
needs
contexts
learners
South.
also
accessible
affordable
tools,
will
promote
literacy
skills
educators
Journal for STEM Education Research,
Год журнала:
2024,
Номер
unknown
Опубликована: Июнь 11, 2024
Abstract
This
paper
explores
pre-service
life
sciences
teachers’
behavioral
intentions
toward
integrating
artificial
intelligence
into
teaching.
Despite
the
growing
influence
of
AI
in
education,
there
is
limited
understanding
factors
affecting
willingness
to
integrate
These
could
inform
policy-making
and
educational
practice
for
adoption
The
current
research
aimed
identify
key
determinants
influencing
adopt
followed
a
qualitative
approach
involving
semi-structured
interviews
with
10
purposively
selected
teachers
South
Africa.
Thematic
analysis
was
employed
analyze
data.
findings
reveal
that
are
shaped
by
multiple
within
framework
Theory
Planned
Behavior.
Attitudes
integration
education
included
themes
such
as
pedagogical
benefits,
practical
limitations,
philosophical
concerns.
Behavioral
beliefs
encompassed
advantages
disadvantages
adoption.
Subjective
norms
highlighted
inter-generational
differences,
administrative
issues,
stakeholder
roles,
resource
constraints.
Normative
organizational
authority,
peer
influence,
parental
concerns,
policy
funding.
have
important
implications
practice,
highlighting
need
targeted
training
allocation
effective
education.
The Electronic Journal of e-Learning,
Год журнала:
2024,
Номер
22(6), С. 18 - 33
Опубликована: Июнь 18, 2024
This
study
investigates
the
factors
influencing
adoption
of
Generative-AI
tools
amongst
Thai
university
students,
employing
Technology
Acceptance
Model
(TAM)
as
a
theoretical
framework.
Data
from
911
higher
education
students
10
different
Universities
Health
Sciences,
Sciences
and
Technology,
Social
Humanities,
Vocational
Fields
were
analysed
via
Structural
Equation
Modelling
(SEM).
The
instrument
used
in
collecting
data
was
questionnaire.
Results
indicated
that
Expected
Benefits,
Perceived
Usefulness,
Attitude
Toward
Behavioural
Intention
all
significantly
impacted
student
Generative
AI.
Intriguingly,
Ease
Use
negatively
correlated
with
challenging
conventional
TAM
assumptions.
underscores
need
to
address
language
barriers,
foster
culture
innovation,
establish
ethical
guidelines
promote
responsible
AI
use
within
education.
Despite
inherent
limitations,
this
research
contributes
our
understanding
educational
settings
helps
inform
strategies
for
equitable
access
innovation.
result
demonstrated
easier
tool
use,
less
value
leaners
seemed
see
it
their
learning
process.
It
can
be
implied
get
more
intuitive,
learners
think
they're
helpful.
These
finding
challenges
few
those
assumptions
we
usually
make
model.
also
points
out
characteristic
which
affects
preferences
expectation.
Another
showed
impact
barrier
on
non-native
English
speaker
obstruct
user
experience
services.
Moreover,
role
universities
fostering
both
integration
implementation
By
providing
supportive
environment
encourages
experimentation,
redesign
learning,
empowering
faculty
instructors
investigate
how
applied
across
disciplines,
developing
play
critical
shaping
effective
into
next
landscape.