Numerous
academics
and
pundits
contend
that
social
media
use
is
the
primary
cause
of
an
international
youth
mental
health
crisis.
However,
these
claims
often
rely
on
correlational
evidence,
ignoring
confounding
effects
genetic,
developmental,
environmental,
social,
psychological
factors
influence
health.
This
oversimplifies
complex
etiology
problems.
We
call
for
a
more
nuanced
understanding
role
in
avoids
oversimplification.
Additionally,
we
urge
researchers
to
move
beyond
vague,
narrative-driven
verbal
theories
encode
them
into
precise,
testable
causal
models.
Using
simulation
techniques
specification
curve
analyses,
show
how
miss-specified
models
ignore
can
lead
biased
conclusions
about
media's
adverse
effects.
simplistic
focus
diverts
attention
from
broader
contributing
problems,
hindering
development
effective
interventions
support.
npj Digital Medicine,
Год журнала:
2025,
Номер
8(1)
Опубликована: Янв. 17, 2025
Abstract
Mental
health
is
shaped
by
socio-environmental
determinants,
yet
traditional
research
approaches
struggle
to
capture
their
complex
interactions.
This
review
explores
the
potential
of
generative
agents,
powered
large
language
models,
simulate
human-like
behaviour
in
virtual
environments
for
mental
research.
We
outline
applications
including
modelling
adverse
life
events,
urbanicity,
climate
change,
discuss
challenges
and
describe
how
agents
could
transform
Health Promotion International,
Год журнала:
2025,
Номер
40(1)
Опубликована: Янв. 17, 2025
Abstract
Public
disclosures
of
mental
health
problems
on
social
media
represent
a
potentially
powerful
informal
avenue
for
increasing
literacy
and
reducing
public
stigma
in
relation
to
people
with
problems.
We
investigated
whether
the
audience
reported
any
reduction
their
own
toward
after
exposure
disclosures.
also
examined
self-reported
was
associated
characteristics
members,
disclosers
disclosure
messages.
used
Prolific
obtain
convenience
sample
(N
=
803)
adults
who
had
been
exposed
disclosure.
administered
an
online
survey
participants
conducted
series
logistic
regressions
identify
associations
between
disclosure-related
reduction.
Our
findings
showed
that
certain
aspects
messaging
process
appeared
be
These
included
explicit
diagnoses
from
disclosers,
particular
message
themes
such
as
psychosocial
causes
ill
health,
positive
echoing
comments
other
users.
In
addition,
members
greater
levels
empathy
toward,
perceived
similarity
identification
tended
report
reduced
stigma.
contribute
evidence
base
underpinning
how,
when
which
have
potential
They
can
further
help
inform
future
promotion
practices
aiming
mitigate
health-related
at
population
level.
Future
research
may
focus
more
dynamics
match
audiences
effects
F1000Research,
Год журнала:
2025,
Номер
14, С. 34 - 34
Опубликована: Фев. 18, 2025
Background
There
is
a
need
to
go
beyond
mere
measures
of
time
used
on
social
media.
Existing
tools
inadequately
capture
the
multidimensional
nature
media
use,
leaving
gap
for
concise
yet
comprehensive
assessment
tools.
Aims
This
study
aimed
develop
short
questionnaire
addressing
three
critical
dimensions
use:
self-presentation,
negative
experiences,
and
problematic
use.
The
association
between
these
symptoms
anxiety
depression
was
also
investigated.
Methods
uses
two
independent
datasets
adolescents
aged
16+
years
in
Norway.
Using
Ant
Colony
Optimization
(ACO)
analyses,
pool
31
items
analyzed
investigate
factor
structure
associations
with
depression.
For
model
development,
“LifeOnSoMe”-study
employed
(>3,500
participants),
data
from
pilot
(~500
participants)
external
validation.
Results
Based
ACO-analyses,
20-item
six-factor
identified,
encompassing
comparison
self-presentation
(five
items),
each
following
domains:
experiences
(Negative
acts
Unwanted
attention
others)
use
(Subjective
overuse,
Social
obligations,
Source
concern).
Confirmatory
analyses
demonstrated
very
good
excellent
fit
both
datasets,
consistent
six
different
domains
Discussion
suggested
provides
robust
succinct
tool
evaluating
media’s
impact
mental
health,
offering
substantial
explanatory
power
variance
symptoms.
can
serve
as
meaningful
assessing
potential
health
related
outcomes.
F1000Research,
Год журнала:
2025,
Номер
14, С. 228 - 228
Опубликована: Фев. 21, 2025
Background
There
is
a
need
to
go
beyond
mere
measures
of
time
used
on
social
media.
Existing
tools
inadequately
capture
the
multidimensional
nature
media
use,
leaving
gap
for
concise
yet
comprehensive
assessment
tools.
Aims
This
study
aimed
develop
short
questionnaire
addressing
three
critical
dimensions
use:
self-presentation,
negative
experiences,
and
problematic
use.
The
association
between
these
symptoms
anxiety
depression
was
also
investigated.
Methods
uses
two
independent
datasets
adolescents
aged
16+
years
in
Norway.
Using
Ant
Colony
Optimization
(ACO)
analyses,
pool
31
items
analyzed
investigate
factor
structure
associations
with
depression.
For
model
development,
“LifeOnSoMe”-study
employed
(>3,500
participants),
data
from
pilot
(~500
participants)
external
validation.
Results
Based
ACO-analyses,
20-item
six-factor
identified,
encompassing
comparison
self-presentation
(five
items),
each
following
domains:
experiences
(Negative
acts
Unwanted
attention
others)
use
(Subjective
overuse,
Social
obligations,
Source
concern).
Confirmatory
analyses
demonstrated
very
good
excellent
fit
both
datasets,
consistent
six
different
domains
Discussion
suggested
provides
robust
succinct
tool
evaluating
media’s
impact
mental
health,
offering
substantial
explanatory
power
variance
symptoms.
can
serve
as
meaningful
assessing
potential
health
related
outcomes.
Frontiers in Psychiatry,
Год журнала:
2025,
Номер
16
Опубликована: Март 31, 2025
Introduction
Screen
use
in
bed
has
become
a
widespread
habit,
particularly
among
young
people.
This
behavior
been
associated
with
poor
sleep,
some
studies
indicating
that
social
media
may
be
especially
detrimental.
However,
there
is
scarcity
of
research
directly
comparing
the
relationship
between
various
screen
activities
and
most
existing
focus
on
adolescents
rather
than
adults.
study
aims
to
explore
sleep
students,
specifically
other
screen-based
activities.
Methods
utilized
data
from
cross-sectional
Students’
Health
Wellbeing
Study
2022
included
n=45,202
participants
aged
18-28
years.
Regression
analyses
were
used
assess
time
Results
A
one-hour
increase
after
going
was
59%
higher
odds
having
symptoms
insomnia
reduction
duration
24
minutes.
The
associations
outcomes
did
not
differ
for
versus
Independent
time,
who
exclusively
had
lower
longer
compared
those
engaging
or
mix
Discussion
present
found
increased
linked
poorer
across
activity
type.
Future
should
refine
classifications,
specific
content,
employ
experimental
approaches
determine
causal
mechanisms.