Journal of Primary Care & Community Health,
Год журнала:
2025,
Номер
16
Опубликована: Март 1, 2025
Background:
Since
its
launch
in
2017,
TikTok
has
rapidly
emerged
as
a
major
player
the
digital
landscape,
amassing
over
billion
active
users.
Its
engaging
features
have
raised
concerns
about
potential
problematic
use
and
negative
mental
health
outcomes.
Despite
increasing
scholarly
attention,
consolidated
understanding
of
TikTok’s
implications
remains
elusive
This
systematic
review
synthesizes
empirical
research
on
impact
health.
Methods:
followed
PRISMA
Statement
2020
guidelines
conducted
comprehensive
search
across
PubMed,
Embase,
Scopus,
Web
Science,
PsycINFO
databases
until
July
10,
2024.
Keywords
included
terms
related
to
use,
addiction,
use.
Studies
were
based
focus
publication
peer-reviewed
journals.
Data
extraction
comprised
study
characteristics,
measures
Quality
assessment
used
JBI,
Cochrane’s
RoB
2,
MMAT,
CASP,
NOS
tools.
The
protocol
was
registered
OSF:
https://osf.io/cjf97
.
Results:
26
studies,
involving
total
11
462
participants.
pooled
prevalence
estimated
at
80.19%,
with
highest
rates
observed
among
people
aged
18
29
years,
where
it
reached
85.4%.
Frequent
closely
linked
an
increase
symptoms
anxiety
depression,
especially
users
under
24
years.
Female
more
likely
experience
67.3%
such
cases
found
female
university
students.
Moreover,
higher
addiction
scores
noted
individuals
from
lower
socioeconomic
backgrounds
those
who
had
levels
neuroticism.
Conclusion:
findings
this
highlight
growing
concern
surrounding
health,
particularly
younger
vulnerable
populations.
It
is
imperative
for
stakeholders
prioritize
integration
literacy
media
into
educational
curricula.
involvement
caregivers
through
guided
mediation
establishment
clear
usage
parameters
could
play
crucial
role
managing
screen
time,
To
improve
current
landscape
research,
longitudinal
interventional
warranted.
Scientechno Journal of Science and Technology,
Год журнала:
2023,
Номер
2(1), С. 35 - 48
Опубликована: Апрель 18, 2023
The
internet
and
technology
are
now
spreading
into
the
world
of
Education,
including
WhatsApp
application.
is
an
application
commonly
used
to
communicate
remotely,
users
can
also
create
groups
for
friendship
between
communities
in
different
places.
This
research
aims
find
out
benefits
using
as
a
learning
medium
increase
student
interest
learning.
method
this
study
quantitative,
survey
model
conducting
in-depth
interviews.
uses
Google
Forms
tool
online
data
collection.
results
show
that
be
media,
known
researchers
when
surveys
concludes
supports
increasing
interest.
limitations
only
conduct
on
improve
Journal of Community Hospital Internal Medicine Perspectives,
Год журнала:
2022,
Номер
12(3), С. 33 - 39
Опубликована: Май 2, 2022
Electronic
cigarettes
have
grown
in
popularity
due
to
natural
curiosity,
novel
flavors,
and
advertising
as
both
a
means
aid
smoking
cessation
“safe”
option.
There
is
substantial
body
of
research
on
the
harmful
physical
health
effects
vaping,
but
there
are
relatively
few
studies
its
mental
effects,
particularly
adolescents
10e21
years
age.
The
purpose
this
review
examine
negative
vaping
health,
particular
depression
suicidality.
focused
observational
looking
into
association
between
We
found
7255
studies;
after
removing
duplicates
other
irrelevant
articles,
106
articles
were
left.
After
reviewing
abstracts
titles,
99
citations
manually
removed,
7
included
final
review.
Suicide
attempts
significantly
higher
among
e-cigarette
users
compared
non-users.
E-cigarette
use
was
associated
with
depression,
suicidal
ideation
suicide
attempt.
It
critical
raise
awareness
about
electronic
adolescent
health.
Addiction,
Год журнала:
2022,
Номер
118(2), С. 206 - 217
Опубликована: Сен. 8, 2022
There
is
a
growing
body
of
literature
exploring
the
types
substance-related
content
and
their
portrayals
on
various
social
media
platforms.
We
aimed
to
summarize
how
related
substances
portrayed
platforms.This
systematic
review
was
pre-registered
PROSPERO
(ref:
CRD42021291853).
A
comprehensive
search
conducted
in
databases
PubMed,
Scopus,
PsycINFO
Web
Science
April
2021.
Original
qualitative
studies
published
post-2004
that
included
thematic
sentiment
analyses
tobacco,
alcohol,
psychostimulant,
e-cigarette,
cannabis,
opiate,
stimulant/amphetamine,
inhalant
novel
psychoactive
substance
were
included.
Social
platforms
defined
as
online
web-
or
application-based
allowed
users
generate
interact
via
'liking',
comment
messaging
features.
Only
summative
and/or
included.A
total
73
studies,
which
covered
15
905
182
posts
Twitter,
YouTube,
Instagram,
Pinterest,
TikTok
Weibo,
identified.
76.3%
all
positive
its
depiction
use,
with
20.2%
depicting
use
negatively.
Sentiment
regarding
opiate
however
commonly
negative
(55.5%).
Most
identified
themes
relating
Health,
Safety
Harms
(65.0%)
use.
Themes
Promotions/Advertisements
(63.3%),
Informative
(55.0%)
Use
behaviours
(43.3%)
also
frequently
identified.Substance-related
promotes
engagement
actively
depicts
appears
be
widely
available
media.
The
large
public
presence
this
may
have
concerning
influences
attitudes,
risk
perceptions
particularly
among
most
vulnerable
heaviest
media-adolescents
young
adults.
Scientechno Journal of Science and Technology,
Год журнала:
2023,
Номер
2(1), С. 1 - 16
Опубликована: Апрель 18, 2023
There
are
lots
of
technologies
that
can
be
used
in
education.
One
these
is
video-based.
Video
a
visualization
to
facilitate
the
learning
process,
such
as
Youtube
application,
where
this
application
beneficial
for
educators
developing
video-based
moral
theology
media.
With
mind,
study
aims
determine
benefits
video
theology.
Learning
often
bored
students
because
only
use
lecture
method
without
creativity
develop
more
effective
and
innovative
learning.
The
type
research
quantitative
by
conducting
surveys
interviews
with
teaching
staff.
results
explain
technology
help
learn
This
concludes
take
advantage
videos
principles
based
on
evidence
student
achievement
increased
interest
learning,
any
educator.
limitation
researcher
researches
subjects
using
video.
hopes
future
researchers
will
strategy
other
topics
get
maximum
Scientechno Journal of Science and Technology,
Год журнала:
2023,
Номер
2(1), С. 17 - 34
Опубликована: Апрель 18, 2023
In
the
millennial
era,
most
human
needs
are
digitalized
and
can
be
arranged
using
gadgets.
The
use
of
devices
is
now
spreading
worldwide,
so
it
a
challenge
for
parents
PAUD
SD
educators
to
face
era
industrial
revolution
5.0.
Indonesia,
gadgets
has
many
negative
impacts,
especially
in
early
childhood
at
this
time.
This
phenomenon
background
current
problem.
descriptive
qualitative
method
was
created,
aims
find
out
that
support
learning
media
modes.
data
collection
process
carried
through
observation
aged
4-6
years,
some
whom
were
already
proficient
gadgets,
interviews
with
who
gave
childhood,
documentation
related
children
looking
various
kinds
drawn
from
benefits
these
freer
widgets
important
tasks.
From
research
results,
increase
interest
process.
So
beneficial
as
tool
complete
processing
facilities
childhood.
Scientechno Journal of Science and Technology,
Год журнала:
2023,
Номер
2(1), С. 80 - 96
Опубликована: Апрель 18, 2023
TikTok
is
an
application
that
many
people
love;
Tiktok
contains
information
and
videos
attract
its
users'
attention—starting
from
children,
teenagers,
adults,
even
the
elderly.
Because
this
can
be
used
in
any
circle,
effortless
to
access
via
cellphones
or
other
devices
such
as
laptops,
tablets,
computers.
The
use
of
largest
world
because
very
much
demand,
way
it
effortless,
so
most
application.
This
research
aims
discuss
problems
using
role
life.
In
case,
also
discusses
impact
application,
both
positive
negative
effects,
influence
on
achievement
motivation
study
tertiary
institutions.
Researchers
quantitative
method,
carried
out
by
researchers
distributing
Google
forms
students
community.
Then
conducted
several
interviews
directly
with
at
UIN
Mahmud
Yunus
Batusangkar.
results
show
majority
think
college
demand
has
values
??contained
it.
drawbacks
are
not
were
parties,
only
focused
students.
Therefore,
further
expected
more
complete.
Scientechno Journal of Science and Technology,
Год журнала:
2023,
Номер
2(1), С. 64 - 79
Опубликована: Апрель 18, 2023
Information
and
communication
technology
is
an
extensive
umbrella
terminology
that
covers
all
technical
equipment
for
processing
conveying
which
includes
two
aspects,
namely
information
technology,
to
help
process
important
such
as
transfer
activities.
In
this
article,
we
will
discuss
the
benefits
of
in
learning
history
Islamic
culture.
This
research
aims
describe
Moreover,
study
uses
a
quantitative
method
can
explain
culture
by
conducting
in-depth
interviews.
study's
results
cultural
history,
makes
more
exciting
fosters
attractiveness
students
studying
history.
The
limitation
researcher
only
describes
hopes
future
researchers
other
subjects.
Scientechno Journal of Science and Technology,
Год журнала:
2023,
Номер
2(1), С. 49 - 63
Опубликована: Апрель 18, 2023
As
users
of
technology,
humans
must
be
able
to
use
it
in
the
present
and
future.
Therefore,
educational
institutions,
especially
schools,
can
this
technological
development
support
teaching
learning.
One
them
is
using
Google
Forms
(Google
Forms)
as
a
quiz
for
fiqh
This
study
aims
improve
student
learning
outcomes
discover
benefits
research
method
uses
quantitative
methods
survey
models
in-depth
interviews.
The
used
online-based.
results
indicate
that
students'
understanding
increases
when
educators
form
Fiqh
schools.
conclusion
explains
beneficial
science
subjects
awakens
enthusiasm
so
achievement
increases.
limitation
researcher
only
researched
hopes
further
researchers
conduct
on
develop
other
subjects.
Nicotine & Tobacco Research,
Год журнала:
2024,
Номер
26(Supplement_1), С. S36 - S42
Опубликована: Фев. 1, 2024
Abstract
Introduction
Previous
research
has
identified
abundant
e-cigarette
content
on
social
media
using
primarily
text-based
approaches.
However,
frequently
used
platforms
among
youth,
such
as
TikTok,
contain
visual
content,
requiring
the
ability
to
detect
e-cigarette-related
across
large
sets
of
videos
and
images.
This
study
aims
use
a
computer
vision
technique
objects
in
TikTok
videos.
Aims
Methods
We
searched
13
hashtags
related
vaping
(eg,
#vape)
November
2022
obtained
826
still
images
extracted
from
random
selection
254
posts.
annotated
for
presence
devices,
hands,
and/or
vapor
clouds.
developed
YOLOv7-based
model
these
85%
(N
=
705)
training
15%
121)
testing.
Results
Our
model’s
recall
value
was
0.77
all
three
classes:
vape
vapor.
correctly
classified
devices
92.9%
time,
with
an
average
F1
score
0.81.
Conclusions
The
findings
highlight
importance
having
accurate
efficient
methods
identify
popular
video-based
like
TikTok.
indicate
that
automated
can
successfully
range
including
clouds,
These
approaches
be
guide
regulatory
efforts.
Implications
Object
detection,
machine
learning
model,
accurately
efficiently
visual-based
platform
by
identifying
evidence
hands
clouds).
this
inform
computational
surveillance
systems
detecting
video-
image-based
enforce
regulations
media.
Preventive Medicine Reports,
Год журнала:
2022,
Номер
30, С. 102055 - 102055
Опубликована: Ноя. 14, 2022
Exposure
to
social
media
and
its
content
featuring
tobacco
products
is
associated
with
e-cigarette
use
among
adolescents.
This
study
measured
the
association
between
frequency
of
Instagram,
TikTok
YouTube
exposure
tobacco-related
on
each
these
platforms
ever-use,
current
(past
30-day)
initiation
A
cross-sectional
longitudinal
analyses
were
used
based
a
self-reported
survey
conducted
online
in
January
-
May
2021-2022
socioeconomically-
racially-diverse
Los
Angeles,
California
high
school
students
(N
=
2,036).
Adolescents
had
higher
odds
ever-use
(adjusted
ratio
[AOR]
2.16;
CI:
1.20;3.90)
(AOR
3.11;
1.64;5.89)
if
they
several
times
per
day,
compared
adolescents
who
less
frequently
or
not
at
all.
also
2.97;
1.53;5.77)
daily
2.60;
2.02;3.35)
reported
seeing
nicotine
posts,
including
e-cigarettes,
least
weekly.
Frequent
frequent
increased
risk
Tobacco-related
popular
youth,
especially
TikTok,
requires
stronger
regulation
better
enforcement
by
their
policies
restricting
content.