Development of a questionnaire for problematic social networking sites use: Ensuring content validity through Delphi methodology
PLoS ONE,
Journal Year:
2025,
Volume and Issue:
20(3), P. e0315442 - e0315442
Published: March 10, 2025
Objectives
This
study
aimed
to
develop
a
questionnaire
assess
problematic
social
network
service
use
(PSNSU)
applicable
both
adolescents
and
adults
ensure
content
validity.
Methods
A
Delphi
survey
methodology
with
panel
of
16
experts
was
employed
from
April
June
2024
the
validity
PSNSU
assessment
tool.
involved
three
rounds
surveys
collect
open-
closed-ended
responses
questionnaire.
Data
analysis
focused
on
calculating
ratio
(CVR),
stability,
consensus
each
item.
Items
that
did
not
meet
threshold
criteria
were
revised
or
removed
based
expert
feedback.
Results
The
initially
included
domains
59
items.
Following
Round
1
survey,
domains,
11
subdomains,
43
items
selected.
After
adding
modifying
items,
2
resulted
in
two
10
42
In
3,
showed
an
average
CVR
0.99,
stability
0.10,
0.97,
thus
concluding
process.
Conclusions
final
encompasses
wide
range
issues
related
addictive
behaviors
occupational
challenges.
Content
validated
through
resulting
comprehensive
tool
reflects
multidimensional
characteristics
across
different
life
stages.
can
be
used
for
clinical
assessments
research
better
understand
address
PSNSU.
Language: Английский
Young adults’ risk profiles and predictive factors of Problematic Social Media Use (PSMU): a cross-sectional study
Current Psychology,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 18, 2025
Language: Английский
Psychological risk factors for problematic social network use: An overview of systematic reviews and meta-analyses
Addictive Behaviors Reports,
Journal Year:
2025,
Volume and Issue:
unknown, P. 100600 - 100600
Published: March 1, 2025
Language: Английский
Examining the validity of the short problematic internet use test among adults and the link with impairment of executive functions and well-being: a cross-sectional study
Current Psychology,
Journal Year:
2025,
Volume and Issue:
unknown
Published: April 28, 2025
Language: Английский
Social networking sites use and life satisfaction: a moderated mediation model of e-health literacy, fatigue, uncertainty, and stress
BMC Psychology,
Journal Year:
2025,
Volume and Issue:
13(1)
Published: May 8, 2025
Excessive
social
media
use
during
health
crises
can
lead
to
information
overload
and
psychological
distress,
yet
the
mechanisms
underlying
this
relationship
remain
unclear.
This
study
investigated
how
networking
sites
(SNS)
affected
life
satisfaction
COVID-19
pandemic
in
Iran
whether
was
explained
by
SNS
fatigue,
uncertainty
about
disease,
stress.
The
research
also
examined
e-health
literacy
a
protective
factor
process.
Results
confirmed
that
negatively
through
sequential
pathway
of
increased
uncertainty,
E-health
moderated
initial
link
between
with
higher
weakening
relationship.
results
demonstrate
complex
wellbeing
highlight
potential
role
literacy.
Language: Английский
Social Network Sites (SNS) an archetype of techno-social stress: A systematic review
January F. Naga,
No information about this author
Ryan Ebardo
No information about this author
Heliyon,
Journal Year:
2024,
Volume and Issue:
11(1), P. e41119 - e41119
Published: Dec. 11, 2024
Social
Networking
Sites
(SNS)
are
widely
used
platforms
known
for
both
their
hedonic
and
social
connectivity
benefits.
Although
there
is
considerable
interest
in
understanding
how
personal
technostress
affects
individual
well-being,
a
significant
gap
remains
the
systematic
exploration
of
this
topic
within
literature.
This
review
systematically
examined
41
empirical
studies
from
Scopus
PubMed
published
between
2014
2023,
following
PRISMA
guidelines,
assessed
methodological
quality
using
Mixed
Method
Appraisal
Tool.
Only
English-language
articles
were
considered
to
avoid
translation
complexities.
Studies
categorized
coded
Stressor-Strain-Outcome
(SSO)
model
examine
demographic
variations
stressor
impacts
coping
mechanisms.
The
findings
reveal
complex
interplay
technological,
behavioral-technological,
stressors.
Technological
complexities
often
exacerbate
stressors
like
FoMO
(Fear
Missing
Out)
overload,
resulting
psychological
(e.g.,
anxiety,
depression),
behavioral
reduced
engagement),
physical
strains
sleep
disruptions).
Demographic
factors
significantly
influence
stress
responses,
with
younger
users
women
particularly
affected.
Key
intervention
strategies
identified
include
digital
detox
practices,
mindfulness
techniques,
user-centered
SNS
design
modifications.
emphasizes
need
targeted
approaches
mitigate
SNS-induced
foster
balanced,
health-oriented
engagement.
Future
research
should
focus
on
developing
comprehensive
frameworks
address
diverse
user
groups
better
support
sustainable
well-being
practices.
Language: Английский
Relationships between social networking sites use and subjective well-being--- a meta-analysis and meta-analytic structural equation model
Qiuhong Yang,
No information about this author
Ying Feng
No information about this author
Heliyon,
Journal Year:
2024,
Volume and Issue:
10(12), P. e32463 - e32463
Published: June 1, 2024
During
the
last
decade,
amount
of
research
on
relationship
between
social
networking
sites
(SNS)
use
and
users'
subjective
well-being
(SWB)
has
increased,
leading
to
discrepancies
regarding
results.
Our
review
literature
generated
73
independent
samples
indicated
that
considerable
inconsistent
results
may
be
attributed
different
measurements
SNS
use,
moderation
effects,
or
media
response
states
their
effects.
In
this
study,
meta-analytic
procedures
were
used
assess
strength
relationships
indicators,
perceived
support
(PSS),
self-esteem
SWB.
The
showed
PSS
had
stronger
effects
SWB
than
indicators.
Furthermore,
a
structural
equation
model
was
conducted
PSS,
self-esteem,
did
not
proposition
is
associated
with
Compared
such
as
more
Language: Английский
Artificial Intelligence and Job Automation: Challenges for Secondary Students’ Career Development and Life Planning
Merits,
Journal Year:
2024,
Volume and Issue:
4(4), P. 370 - 399
Published: Nov. 7, 2024
Artificial
intelligence
(AI)
technologies
with
human-level
cognitive
abilities
are
increasingly
integrated
into
workplaces,
posing
risks
of
job
displacement
and
redundancy.
Understanding
AI’s
impact
on
automation
is
thus
essential,
as
it
helps
students
understand
which
occupational
roles
likely
to
be
automated.
However,
there
a
lack
coherent
understanding
this
topic
due
the
diverse
research
methodologies
deployed,
leading
formation
fragmented
inconsistent
insights.
This
article
reviews
career
literature
global
reports
from
expert
sources
(e.g.,
World
Economic
Forum)
provide
an
overview
influence
sectors
skills
need
thrive
in
technologically
disrupted
workplace.
The
findings
emphasize
importance
developing
human-centric
skills.
Language: Английский
Social Media Use Profiles and Well-Being: A Cross-Cultural Study Between Chinese and Italian Emerging Adults
Emerging Adulthood,
Journal Year:
2024,
Volume and Issue:
unknown
Published: Dec. 10, 2024
Most
research
on
social
media
use
(SMU)
and
well-being
employs
a
variable-centered
approach
within
single
culture.
This
study
aims
to
(1)
identify
SMU
subgroups
using
multiple
indicators
(i.e.,
problematic
SMU,
intensity,
active
passive
nighttime
SMU)
among
emerging
adults;
(2)
examine
the
effects
of
different
patterns
mental
well-being;
(3)
explore
cultural
differences
in
between
China
Italy.
Participants
were
565
Chinese
university
students
(370
females,
M
age
=
19.54)
425
Italian
(308
22.03).
Latent
profile
analysis
identified
four
profiles
sample:
Averaged
(P1,
n
253,
44.8%),
Overall
Low
with
Passive
Use
(P2,
80,
14.2%),
High
(P3,
98,
17.3%),
Average
Intensity
(P4,
134,
23.7%).
P3
P4
sample
found
have
higher
level
both
than
P1
P2.
In
sample,
three
emerged:
175,
41.2%),
82,
19.3%),
168,
39.5%).
P2
had
lowest
well-being,
whereas
no
significant
difference
was
across
profiles.
Profiles
as
well
commonalities
specificities,
are
discussed.
Language: Английский