Information,
Journal Year:
2023,
Volume and Issue:
14(8), P. 467 - 467
Published: Aug. 18, 2023
The
prevalence
of
cyberbullying
on
Social
Media
(SM)
platforms
has
become
a
significant
concern
for
individuals,
organizations,
and
society
as
whole.
early
detection
intervention
social
media
are
critical
to
mitigating
its
harmful
effects.
In
recent
years,
ensemble
learning
shown
promising
results
detecting
media.
This
paper
presents
an
stacking
approach
Twitter
using
combination
Deep
Neural
Network
methods
(DNNs).
It
also
introduces
BERT-M,
modified
BERT
model.
dataset
used
in
this
study
was
collected
from
preprocessed
remove
irrelevant
information.
feature
extraction
process
involved
utilizing
word2vec
with
Continuous
Bag
Words
(CBOW)
form
the
weights
embedding
layer.
These
features
were
then
fed
into
convolutional
pooling
mechanism,
effectively
reducing
their
dimensionality,
capturing
position-invariant
characteristics
offensive
words.
validation
proposed
stacked
model
BERT-M
performed
well-known
evaluation
measures.
achieved
F1-score
0.964,
precision
0.950,
recall
0.92
time
reported
3
min,
which
surpasses
previously
accuracy
speed
scores
all
known
NLP
detectors
cyberbullying,
including
standard
BERT-M.
experiment
showed
that
97.4%
90.97%
combined
Facebook
dataset.
demonstrate
effectiveness
SM
highlight
importance
combining
multiple
models
improved
performance.
Children,
Journal Year:
2023,
Volume and Issue:
10(10), P. 1665 - 1665
Published: Oct. 8, 2023
Nowadays,
children
and
adolescents
are
exposed
to
digital
media
(DM)
from
an
early
age.
Therefore,
specific
guidelines
have
been
published
by
the
World
Health
Organization,
whose
aim
is
limit
daily
screen
time
(ST)
viewing.
However,
during
COVID-19
pandemic,
a
rise
in
DM
use,
consequently
ST
viewing,
was
observed.
More
more
aspects
of
modern
life
thought
be
affected
excessive
Accordingly,
this
review
document
health
effects
viewing
on
adolescents.
A
narrative
performed
searchable
databases.
In
total,
43
original
articles
were
considered.
Excessive
correlated
with
increased
risk
for
obesity
other
cardiometabolic
factors,
mental
health,
unhealthy
dietary
habits
eating
disorders,
problems
development
child–parent
relationships.
Sleep,
physical
activity,
eyesight,
headaches,
musculoskeletal
system
negatively
as
well.
effect
weighted
type
used
way
types
used.
Other
confounding
factors
reported.
There
evidence
suggest
negative
correlation
between
youth
exists.
Nevertheless,
research
needed
if
established.
Heliyon,
Journal Year:
2024,
Volume and Issue:
10(10), P. e31370 - e31370
Published: May 1, 2024
Ethnopedagogy
serves
as
an
educational
approach
capable
of
reshaping
societal
dynamics
by
preserving
cultural
values,
thereby
reinforcing
a
multicultural
national
identity.
This
study
explored
the
potential
ethnopedagogy
in
revitalizing
local
wisdom
within
early
childhood
character
education
Indonesia.
case
was
performed
at
Pertiwi
Kindergarten
Puro
Pakualaman,
Yogyakarta,
Data
were
gained
through
interviews
and
document
analysis
with
teachers,
parents,
school
principals.
Research
data
checked
for
validity
using
triangulation.
The
research
findings
demonstrated
that
enhanced
children's
awareness
culture
nurtures
development
integrating
values
into
learning
process.
Furthermore,
involving
communities
improved
community
engagement
journey,
bolstering
sense
ownership
over
or
environment,
strengthening
social
networks
community.
is
recommended
to
apply
develop
utilization
wisdom.
Behavioral Sciences,
Journal Year:
2024,
Volume and Issue:
14(2), P. 119 - 119
Published: Feb. 6, 2024
In
this
digital
age,
where
parental
attention
is
often
diverted
by
engagement,
the
phenomenon
of
“parental
phubbing,”
defined
as
parents
ignoring
their
children
in
favor
mobile
devices,
scrutinized
for
its
potential
impact
on
child
development.
This
study,
utilizing
questionnaire
data
from
612
and
Structural
Equation
Modeling
(SEM)
with
moderated
mediation,
examines
association
between
phubbing
young
children’s
electronic
media
use.
The
findings
revealed
a
correlation
increased
use
children.
Parent–child
conflict,
informed
instances
phubbing,
was
identified
partial
mediator
relation.
Notably,
emotion
regulation
emerged
moderating
factor,
adept
linked
to
reduced
adverse
effects
improved
relational
harmony.
These
underscore
importance
awareness
behaviors
benefits
fostering
robust
parent–child
relationships
supporting
emotional
nurture
well-adjusted
“digital
citizens”
contemporary
landscape.
Computers in Human Behavior Reports,
Journal Year:
2024,
Volume and Issue:
14, P. 100424 - 100424
Published: May 1, 2024
Smartphones
are
ubiquitous
and
offer
numerous
benefits
in
daily
life.
However,
the
ongoing
excessive
use
of
smartphones
has
been
associated
with
a
range
adverse
effects,
capturing
attention
researchers
worldwide.
While
higher
smartphone
is
often
seen
as
potentially
compulsive
or
addictive,
it
essential
to
recognise
that
not
all
inherently
problematic;
practical
reasons
can
also
contribute
increased
usage.
Consequently,
distinguishing
between
purposeful
productive
harmful
behaviours
essential.
Existing
research
recognises
differences
usage
but
lacks
depth
its
exploration.
There
notable
demand
for
in-depth
studies
distinguish
problematic
examine
what
drives
transition
these
behaviours.
this
review
critically
examines
prior
explain
distinctions
among
various
types
explore
characteristics,
reasons,
causes,
consequences
This
article
introduces
an
Integrative
Pathway
Model
(IPM),
conceptual
framework
designed
behind
individuals'
active
use.
It
delves
into
specific
gratifications
users
seek
from
their
investigates
factors
may
influence
motivations
and,
consequently,
affect
highlights
three
distinct
yet
mutually
exclusive
use-related
pathways:
effectual
use,
ineffectual
contributes
enhancing
understanding
Problematic
Smartphone
Use
Dependence
(PSUD)
by
probing
multifaceted
interplay
individual
social
dynamics,
environmental
factors.
need
multi-dimensional
approach
usage,
acknowledging
does
always
signify
behaviour.
emphasises
increasing
strategies
effectively
manage
PSUD.
Academic Pediatrics,
Journal Year:
2025,
Volume and Issue:
unknown, P. 102784 - 102784
Published: Jan. 1, 2025
To
describe
patterns
of
social
media
use,
including
underage
(under
13
years)
use
and
sex
differences,
in
a
diverse,
national
sample
early
adolescents
the
U.S.
We
analyzed
data
Adolescent
Brain
Cognitive
Development
Study
(2019-2021,
Year
3),
which
includes
Specifically,
using
chi-squared
t-tests,
we
compared
across
demographic
characteristics
stratified
by
age
sex.
In
10,092
11-to-15-year-old
adolescents,
69.5%
had
at
least
one
account;
among
users,
most
common
platforms
were
TikTok
(67.1%),
YouTube
(64.7%),
Instagram
(66.0%).
A
majority
(63.8%)
participants
under
years
(minimum
requirement)
reported
use.
Under-13
users
an
average
3.38
accounts,
with
68.2%
having
accounts
39.0%
saying
was
site
they
used
most.
Females
higher
TikTok,
Snapchat,
Instagram,
Pinterest,
while
males
Reddit.
Additionally,
6.3%
secret
account
hidden
from
their
parents'
knowledge.
Our
findings
reveal
high
prevalence
rate
adolescence.
These
can
inform
current
policies
legislation
aimed
more
robust
verification
measures,
minimum
requirements,
enhancement
parental
controls
on
media.
Clinicians
counsel
about
potential
risks
adolescent
old
accounts.
BMC Public Health,
Journal Year:
2025,
Volume and Issue:
25(1)
Published: March 31, 2025
Abstract
Background
Inaccurate
perceptions
of
body
size,
known
as
size
misperception
(BSM),
may
be
linked
to
dissatisfaction
(BSD)
and
unhealthy
eating
behaviours.
However,
these
associations
remain
inconclusive
not
fully
understood
in
young
children.
This
study
aimed
investigate
the
prevalence
BSM
across
sex
weight
categories
further
assess
association
between
BSD
8–to
9-year-old
Methods
cross-sectional
209
primary
school
children
(51%
boys)
from
central
Norway
was
performed
during
national
height
screening
program
third
grade.
Researcher-assisted
questionnaires
Stunkard’s
figure
rating
scales
adapted
for
were
used
two
dimensions
image:
(perceived-actual
size)
(perceived-ideal
size).
The
agreement
children's
ideal
actual
also
evaluated
(actual-ideal
Associations
examined
by
multinomial
logistic
regression,
adjusting
sex,
Body
Mass
Index
(BMI),
socioeconomic
status,
ethnicity,
residence.
Results
frequently
observed
(81%),
with
most
overestimating
their
(67%).
Boys
tended
overestimate
more
(75%
vs.
59%,
p
=
0.014)
indicated
a
larger
mean
than
girls
(silhouette
fig.
4.2
[95%
CI
4.0,
4.5]
3.9
3.7,
4.1],
0.012).
According
BMI,
overestimation
common
among
underweight
(100%)
average
(78%),
whereas
underestimation
prevalent
overweight/obesity
(59%).
Although
23%
desired
at
least
one
smaller
or
perceived
interpreted
BSD,
no
difference
4.1
both
groups).
No
significant
found
either
(OR
1.32
0.33,
5.32])
0.99
0.38,
2.58])
size.
Conclusions
all
misperceived
toward
status
overweight
being
reported.
however,
long-term
health
consequences
should
elucidated.
Heliyon,
Journal Year:
2023,
Volume and Issue:
9(5), P. e15983 - e15983
Published: April 30, 2023
Social
Media
Influencers
(SMIs)
refer
to
content
creators,
entertainment
and
art
vloggers,
online
gamers,
streamers
any
other
activities
related
social
media.
SMIs
have
gained
significant
portion
of
media
today
replacing
tradition
increasingly
interacting
in
education,
economy
world.
The
aim
this
study
is
investigate
the
influence
on
adolescents'
behavior
including
intellectual,
social,
ethical
healthy
aspects
from
perception
perspectives
Middle
East
countries.
Online
survey
included
27
items
was
structured
distributed
five
By
using
convenience
sampling,
1612
adolescents
(aged
12–22)
completed
questionnaire.
Results
revealed
that
positive
impact
intellectual
aspect
while
also
but
negative
with
different
degrees
health
Facebook,
what's
app
Instagram
were
most
dominants
platforms
used
among
This
yields
major
theoretical
contribution
as
it
explores
building
examination
tool
based
characteristics
culture
region.
Nutrients,
Journal Year:
2023,
Volume and Issue:
15(11), P. 2594 - 2594
Published: June 1, 2023
Anorexia
nervosa
is
a
psychiatric
disorder
with
an
unknown
etiology
that
characterized
by
individual’s
preoccupation
their
weight
and
body
structure
while
denying
the
severity
of
low
weight.
Due
to
fact
anorexia
multifaceted
may
indicate
coexistence
genetic,
social,
hormonal,
disorders,
description
non-pharmacological
interventions
can
be
used
ameliorate
or
reduce
symptoms
this
condition.
Consequently,
purpose
present
narrative
review
describe
profile’s
context
in
anorexic
person
as
well
support
they
would
require
from
family
environment.
In
addition,
it
aimed
at
examining
preventative
interventions,
such
nutritional
physical
activity
psychological
psychosocial
therapy
interventions.
To
reach
aims,
critical
was
conducted
utilizing
both
primary
sources,
scientific
publications,
secondary
bibliographic
indexes,
web
pages,
databases.
Nutritional
include
education
individualized
treatment
for
each
patient,
allowing
patients
perform
controlled
activity,
evaluation
existence
other
management
relationship
between
patient
social
media
relaxation
massages
exercises
relieve
pain.
All
these
need
based
on
patient’s
needs.
Digital Business,
Journal Year:
2024,
Volume and Issue:
4(1), P. 100075 - 100075
Published: Feb. 22, 2024
The
TikTok
platform
has
become
widely
popular
among
younger
generations
and
influenced
various
industries
aspects
of
life.
This
systematic
literature
review,
using
bibliometric
methods,
aims
to
examine
the
evolution
research
from
its
initial
development
current
status.
A
total
402
journal
articles
2019
2022
were
systematically
selected
Web
Science
Core
Collection.
Descriptive
statistical
analysis
identified
most
contributing
academic
institutions,
nations,
journals,
scholars,
influential
studies.
Using
CiteSpace,
three
visualization
types
implemented:
cluster
views,
timezone
timeline
views.
study
results
indicate
that
several
clusters
exist,
which
summarize
important
topics
such
as
platform's
overall
impact
on
society,
politics,
culture,
well
human-centric
issues
social
attachment,
functional
tics,
their
implications
for
public
health.
According
co-word
analysis,
revolves
around
body
consciousness,
behavior,
consumer
news
media.
comprehensive
mapping
provides
valuable
insights
into
state
knowledge
identifies
numerous
relevant
technical
areas
future
investigation.
As
first
review
research,
this
offers
an
foundation
scholarly
inquiry
in
areas.