This
research
describes
an
opinion-based
analysis
for
stressed
adults
using
a
sentiment
mining
model.
The
model
uses
Machine
Learning
(ML)
and
Natural
Language
Processing
(NLP)
techniques
to
analyze
the
expressed
in
text.
first
extracts
comments
related
stress
from
online
sources
then
performs
on
them.
Once
is
extracted,
specific
are
used
identify
root
causes
of
suggest
possible
solutions.
evaluated
various
metrics,
results
discussed.
findings
that
able
accurately
provide
meaningful
insights
into
stress.
It
also
provides
potential
solutions
people
experiencing
Frontiers in Education,
Journal Year:
2024,
Volume and Issue:
9
Published: Aug. 6, 2024
Background
The
relevance
of
teachers’
emotional
and
social
competencies
in
education
has
been
highlighted
as
they
enable
them
to
establish
effective
relationships,
manage
situations
create
positive
learning
environments.
absence
these
can
lead
exhaustion
negatively
affect
the
classroom
environment,
thus
stressing
need
strengthen
skills
so
that
teaching
professionals
adapt
changing
demands
educational
environment.
Objective
primary
aim
this
paper
is
analyze
existing
programs
for
training
socioemotional
teachers
evaluate
their
effectiveness.
To
achieve
this,
a
systematic
review
literature
conducted,
focusing
on
empirical
research
date
promotes
enhances
through
intervention
programs.
Methods
A
search
was
performed
using
electronic
databases
Psycinfo,
Psicodoc,
Psychology
Database,
Pubmed,
Science
Direct
Dialnet
Plus,
following
Preferred
Reporting
Items
Systematic
Reviews
Meta-Analyses
(PRISMA)
guidelines.
Studies
were
eligible
inclusion
if
investigated
effectiveness
interventions
protocols
enhancing
personal
sample
participants
composed
teachers.
Results
Activities
aimed
at
strengthening
tend
have
impact
areas
such
job
satisfaction,
professional
commitment,
management,
stress
reduction,
which
favorable
students.
However,
may
vary
depending
design
study
individual
characteristics
participants.
Conclusion
importance
educators
highlighted,
due
its
feasibility
benefits
it
implies
both
Valuable
insights
future
practices,
emphasizing
continuous
training,
digital
technologies,
mentoring,
holistic
well-being
improve
quality
satisfaction
are
provided.
International Journal of Environmental Research and Public Health,
Journal Year:
2023,
Volume and Issue:
20(5), P. 4482 - 4482
Published: March 2, 2023
COVID-19
broke
out
in
China
December
2019
and
rapidly
became
a
worldwide
pandemic
that
demanded
an
extraordinary
response
from
healthcare
workers
(HCWs).
Studies
conducted
during
the
observed
severe
depression
PTSD
HCWs.
Identifying
early
predictors
of
mental
health
disorders
this
population
is
key
to
informing
effective
treatment
prevention.
The
aim
study
was
investigate
power
language-based
variables
predict
symptoms
One
hundred
thirty-five
HCWs
(mean
age
=
46.34;
SD
10.96)
were
randomly
assigned
one
two
writing
conditions:
expressive
(EW
n
73)
or
neutral
(NW
62)
completed
three
sessions.
assessed
both
pre-
post-writing.
LIWC
used
analyze
linguistic
markers
four
trauma-related
(cognitive
elaboration,
emotional
perceived
threat
life,
self-immersed
processing).
Changes
regressed
onto
hierarchical
multiple
regression
models.
EW
group
displayed
greater
changes
on
psychological
measures
terms
narrative
categories
deployed
than
NW
group.
predicted
by
cognitive
life;
processing
elaboration.
Linguistic
can
facilitate
identification
vulnerability
involved
public
emergencies.
We
discuss
clinical
implications
these
findings.
The European Journal of Psychology Applied to Legal Context,
Journal Year:
2024,
Volume and Issue:
16(1), P. 17 - 25
Published: Jan. 1, 2024
Background:
The
aim
of
this
study
was
to
explore
the
relationships
between
humanization,
adaptability
change,
and
mental
health
in
European
teachers
(Spanish,
Portuguese,
Italian
teachers),
as
well
relationship
humanization
through
analysis
mediating
role
change.
Method:
A
cross-sectional
descriptive
conducted
with
from
three
countries
(Spain,
n
=
263;
Portugal,
344;
Italy,
287).
Healthcare
Professional
Humanization
Scale
(HUMAS),
General
Health
Questionnaire
(GHQ-28),
Adaptation
Change
(ADAPTA-10)
were
administered.
Results:
In
all
countries,
negative
associations
observed
presence
problematic
symptoms.
With
respect
change
factors,
showed
emotional
factor
positive
cognitive-behavioral
factor.
Comparative
mean
revealed
differences
Finally,
mediation
models
absence
a
direct
effect
GHQ-28
symptomatology
when
it
mediated
by
(Spanish
Portuguese
sample).
sample,
humanization-GHQ-28
significant,
smaller
proportion
indirect
acting
mediator.
On
other
hand,
considering
mediator,
same
result
obtained
for
countries:
symptomatology,
no
Conclusions:
need
improve
training
competencies
lies
potential
protective
function
that
these
can
have
on
teachers.
Journal of Curriculum Studies,
Journal Year:
2024,
Volume and Issue:
56(4), P. 468 - 479
Published: Feb. 4, 2024
Teaching
remains
a
profession
that
is
associated
with
certain
health
risks.
Teachers
complain
of
psychosomatic
experiences
such
as
exhaustion,
fatigue,
headache,
and
tension
more
than
people
in
other
professions.
High
levels
stress
amongst
teachers
also
pose
risk
for
students,
this
poorer
teaching
quality
lower
learning
success.
Negative
emotional
responses
to
external
stressors
are
decisive
the
development
teacher
stress.
Therefore,
competence
(EC),
meaning
ability
perceive
one's
own
emotions
others,
regulate
express
can
be
meaningful
piece
puzzle
around
teachers'
mental
health.
For
purpose,
265
at
inclusive
primary
schools
Germany
were
surveyed
about
how
they
experience
on
components
EC.
Multi-level
regression
analyses
showed
perceived
was
predicted
by
'regulation
control
emotions'
(std.
B
=
-
0.53,
p
<
.001),
but
not
'perception
understanding
'emotions
others'
or
'expression
emotions'.
Emotion
regulation
abilities
thus
understood
one
factor
helps
protect
The
results
discussed
context
training
professional
development.
Frontiers in Psychology,
Journal Year:
2024,
Volume and Issue:
15
Published: Sept. 10, 2024
The
relationship
among
emotional
intelligence,
stress,
and
self-efficacy
is
a
crucial
factor
in
shaping
psychological
well-being.
It
has
significant
impact
on
important
areas
such
as
health,
academic
professional
performance,
overall
quality
of
life.
BULLETIN Series Psychology,
Journal Year:
2025,
Volume and Issue:
82(1)
Published: March 1, 2025
Мақалада
эмоционалды
зияткерлікті
зерттеу
нәтижелері
және
оны
болашақ
педагогтерде
қалыптастыру
дамыту
тәсілдері
келтірілген.Шетелдік
отандық
ғалымдардың
зерттеу-лерін
талдау
негізінде
педагогтердің
кәсіби
қызметке
дайындығының
негізгі
көрсеткіштерінің
бірі
маманның
ақпаратты
өңдеу
педагогикалық
тәжірибеде
қолдану
қабілеті
екендігі
анықталды.
Осыған
орай,
ҚазҰҚПУ-нің
«Әлеуметтік-гуманитарлық
ғылымдар
өнер»
институтының
1
курс
студенттеріне
150
сағат
(5
кредит)
көлемінде
зияткерлік
пен
икемді
дағдыларды
бойынша
оқу
бағдарламасы
енгізілді.
Бұл
бағдарламаның
тиімділігін
диагностикалау
бағалау
үшін
С.Барон-Коэннің
Cambridge
Mindreading
(CAM)
сынақ
батареясы,
сондай-ақ
математикалық
статистика
әдістері
қолданылды.
Зерттеу
нәтижесінде
зияткерлігінің
көрсеткіштерін
мен
дамытуда
оң
динамика
анықталды:
эмоцияларды
тануда;
әйел
адамның
эмоцияларын
ер
эмоциялардың
жағымды
спектрін
бейтарап
жағымсыз
тануда.
Sustainability,
Journal Year:
2023,
Volume and Issue:
15(16), P. 12489 - 12489
Published: Aug. 17, 2023
The
objective
of
this
study
was
to
explore
the
research
carried
out
and
existing
scientific
information
on
remote
work
its
influence
stress
workers
in
context
COVID-19
pandemic.
specific
objectives
were
as
follows:
determine
factors
that
pandemic
analyze
findings
obtained
(which
achieved
by
referring
labor
same
context).
a
documentary
type
with
bibliographic
design,
conducted
systematic
review.
articles
indexed
Scopus
database
reviewed
through
use
following
descriptors
search
limits:
work,
stress,
pandemic,
well
those
studies
published
between
1
January
2020
27
February
2023.
Through
process,
280
publications
obtained.
inclusion
criteria
applied:
original
addressed
subject
English
and/or
Spanish,
which
open
access.
This
left
sample
17
publications,
these
are
presented
via
PRISMA
diagram.
main
influenced
organizational
climate,
job
satisfaction,
family–work
conflict,
social
isolation,
digital
platforms,
autonomy,
changes
workplace.
BMC Medical Education,
Journal Year:
2024,
Volume and Issue:
24(1)
Published: Nov. 14, 2024
Academic
stress
is
a
prevalent
issue
affecting
students'
well-being
and
academic
achievement
in
today's
challenging
educational
environment.
Furthermore,
combining
digital
literacy
self-regulation
enhances
emotional
intelligence,
creating
holistic
"digitally
regulated
intelligence"
strategy
to
reduce
effectively.
This
study
emphasizes
the
significance
of
developing
these
abilities
settings
prepare
students
for
success
complex
technology-driven
world.
To
assess
intelligence
among
healthcare
investigate
mediating
role
self-regulation.
A
cross-sectional
was
conducted
examine
correlations
describe
quantitative
data.
Data
on
two
hundred
forty
were
collected
from
Fatima
College
Health
Sciences
2023–24
year.
Pearson's
correlation
coefficient
applied
associations
between
variables,
univariate
linear
regression
employed
connections
pertinent
variables.
The
Hayes
Process
Model
4
macro
used
how
mediate
relationship
stress.
Emotional
literacy,
high.
level
moderate.
mediation
analysis
revealed
that
direct
effect
presence
mediators
significant
(t
=
3.830,
p
<
0.001).
Hence,
partially
mediated
On
other
hand,
had
no
above.
noted
attributes,
mainly
showing
substantial
Higher
did
not
consistently
levels
moderately
stressed
students,
suggesting
factors
may
influence
their
levels.
stress,
implying
proficient
use
online
resources
could
help
with
advanced
skills.
Finally,
act
as
mediator
Journal of Business and Social Review in Emerging Economies,
Journal Year:
2023,
Volume and Issue:
9(3), P. 159 - 168
Published: Sept. 30, 2023
Purpose:
People
with
emotional
intelligence
are
more
cheerful
than
others
because
it
helps
them
to
understand
their
feelings
and
allows
live
freely
amicably.
In
this
study,
teachers'
participation
in
large
classrooms
government
secondary
schools
was
predicted
using
intelligence.
Design/Methodology/Approach:
It
is
a
quantitative
strategy
that
made
use
of
co
relational
research.
Multan,
Pakistan,
four
tehsils
used
select
300
school
teachers
stratified
random
sampling.
The
responses
closed-ended
questionnaire
were
employed
as
the
data
source.
majority
instructors
found
have
average
levels
successfully
engage
students
classrooms,
according
survey,
which
indicated
average.
Findings:
Teachers
surveyed
regarding
involvement
community,
coworkers,
students,
well
level
emotion
interactions
impact
on
student
achievement.
discovered
had
moderate
amount
attachment
culture
school,
students
Implications/Originality/Value:
participated
actively
classroom
result
these
traits.
Government
should
hire
who
high
since
improves
ability
class
rooms.