We
present
an
innovative
SEQIAR-D-based
mathematical
and
computational
framework
that
scrutinizes
the
coron-
avirus
crisis
using
empirical
data
from
diverse
nations,
including
Pakistan,
China,
India,
Afghanistan,
UAE.
have
employed
a
epidemiological
model
to
assess
system’s
stability,
basic
reproduc-
tion
number
as
key
parameter.
Global
stability
is
evaluated
via
Lyapunov
function,
yielding
accurate
reproduction
numbers
next-generation
matrix
approach:
0.0007,
4.7093
×
10−07
,
0.0014,1.0504,
0.0175,
respectively.
Furthermore,
we
conduct
sensitivity
analysis
on
impact
of
parameters
disease
propagation.
This
catalyzes
extensive
research
analysis,
fosters
deep
understanding
coronavirus
transmission
dynamics,
enables
effective
control
measures.
It
seamlessly
merges
precise
analytical
methods,
providing
comprehensive
strategy
address
pandemic
challenges.
International Journal of Environmental Research and Public Health,
Год журнала:
2023,
Номер
20(5), С. 4476 - 4476
Опубликована: Март 2, 2023
This
study
aimed
to
explore
the
socio-demographic
characteristics,
mental
health
status,
and
perceived
causes
of
pandemic
fatigue
with
COVID-19
among
general
population
Malaysia.
The
data
was
collected
online
during
transition
from
phase
endemic
in
Malaysia
1
30
April
2022.
Sociodemographic
data,
Depression
Anxiety
Stress
Scale-21
(DASS-21),
fatigue,
Fatigue
Assessment
Scale
(FAS)
were
included
survey.
chi-square
test
a
simple
logistic
regression
analysis
used
identify
predictors
fatigue.
completed
survey
(N
=
775)
individuals
aged
18
years
or
above
[mean
31.98
(SD
12.16)]
all
states
Pandemic
prevalence
54.2%.
Severe
extremely
severe
depression,
anxiety,
stress
symptoms
detected
11.2%,
14.9%,
9.1%
participants,
respectively.
Younger
age,
non-Malay
ethnicity,
living
alone,
higher
income
categories
significantly
fatigued
group.
Higher
DASS-21
scores
on
domains
associated
FAS
scores.
Meanwhile,
high
for
tiredness
complying
Standard
Operating
Procedure
(SOP),
risk
infection
COVID-19,
hardship
due
pandemic,
public
complacency
changes
score.
provides
valuable
information
policymakers
professionals
worldwide
its
factors,
including
status
Abstract
Background
By
May
7,
2023,
COVID-19
had
significantly
impacted
Japan,
with
33,728,909
infections
and
74,663
deaths
reported.
Hiroshima
Prefecture
alone
recorded
816,354
cases
1,373
deaths.
The
World
Health
Organization
emphasized
the
importance
of
non-pharmaceutical
interventions
(NPIs)
for
preventing
infectious
disease
transmission.
Individual
NPIs,
such
as
hand
hygiene,
mask
wearing,
avoiding
crowded
places,
comprise
simple
everyday
measures
that
individuals
can
personally
undertake
to
protect
themselves
others
from
contracting
transmitting
respiratory
infections.
Japan’s
Cabinet
Secretariat
also
recommended
these
measures.
Previous
studies
investigated
effectiveness
NPIs
but
often
used
relatively
short
data-collection
periods.
Starting
in
2020,
adopted
a
unique
public
health
surveillance
policy
standardized
forms.
present
analysis
examines
association
between
individual
Methods
Data
were
collected
at
14
PCR
centers
April
1,
2021,
August
3,
2022
Prefecture.
Participants
filled
out
J-SPEED-style
form,
which
included
items
on
demographic
information,
job
type,
symptoms,
NPIs.
data
analyzed
NPI
compliance
rates,
infection
rates
relation
adoption,
adjusted
risk
ratios,
obtained
using
multivariate
log-binomial
regression
model.
Results
A
total
1,125,188
tested
4th
7th
waves
analyzed.
Among
study
population,
rate
increased
through
various
waves,
highest
(8.3%)
seen
wave.
Adults
aged
40–49
most
commonly
tested,
while
those
60–69
lowest
rates.
Wearing
masks/washing
hands
was
followed
NPI.
Compliance
decreased
waves.
Individuals
adhering
lower
number
preventive
correlated
reduced
risk.
Conclusion
This
provides
evidence
guide
prevention
policies.
Simultaneous
adherence
multiple
proved
more
effective
COVID-19.
Despite
changes
viral
strains
infected
cases,
washing/mask
refraining
travel,
dining
associated
reduction
infection.
Our
findings
are
likely
be
applicable
future
outbreaks.
Area Development and Policy,
Год журнала:
2025,
Номер
unknown, С. 1 - 18
Опубликована: Янв. 27, 2025
During
the
COVID-19
pandemic,
voluntary
adherence
to
non-pharmaceutical
interventions
(NPIs)
was
imperative
control
spread
of
virus.
The
emergence
pandemic
fatigue,
however,
may
militate
against
public
compliance
with
these
interventions.
Although
existing
literature
has
examined
little
attention
been
given
spatio-temporal
characteristics
within
a
city.
Focusing
on
stay-at-home
recommendation
during
in
Hong
Kong,
this
study
employed
road
speed
as
proxy
investigate
fatigue.
Temporally,
development
and
concerns
are
investigated.
Spatially,
variables
four
categories
(i.e.
socioeconomic,
home
environment,
land
use
COVID-related)
examined.
Despite
same
level
NPIs,
changes
traffic
were
observed,
indicating
A
positive
correlation
between
NPIs
interest
'living
COVID'
policy
is
found.
areas
more
older
people
demonstrated
high
rate.
Findings
suggest
that
by
using
for
potential
factors
both
spatial
temporal
dimensions
can
be
unveiled.
Policy
implications
future
health
crises
also
discussed.
Health Communication,
Год журнала:
2025,
Номер
unknown, С. 1 - 13
Опубликована: Фев. 3, 2025
The
current
study
concentrates
on
individual's
media
experiences
during
public
health
crises
–
especially
of
fear
and
issue
fatigue
regarding
COVID-19
news
coverage
their
relationship
to
mental
distress.
Specifically,
we
aim
examine
potential
transactional
effects
ask
whether
are
only
a
cause
or
also
consequence
distress
throughout
crisis.
Utilizing
three-wave
panel
survey
German
citizens
(n
=
856),
the
employs
two
random
intercept
cross-lagged
models
(RI-CLPMs).
RI-CLPMs
distinguish
stable
between-person
differences
from
temporal
within-person
changes,
facilitating
nuanced
understanding
dynamics.
Our
shows
distinct
relationships
between
While
respondents'
led
subsequent
changes
in
depressive
symptoms,
which,
turn,
influenced
at
level,
media-related
experience
was
strongly
associated
with
symptoms
level.
Thus,
our
findings
demonstrate
causal
that
evolves
over
time.
Media
fear,
however,
appear
be
trait-like
individuals
rather
than
result
intraindividual
change.
Neuro-Oncology,
Год журнала:
2024,
Номер
26(4), С. 764 - 774
Опубликована: Янв. 3, 2024
To
mitigate
disease
spread,
restrictions
implemented
in
the
United
States
surrounding
COVID-19
pandemic
created
an
environment
that
led
to
delays
cancer
diagnosis.
The
data
needed
accurately
analyze
impact
of
on
brain
and
CNS
tumor
incidence
has
not
been
available
until
now.
Utilizing
from
Central
Brain
Tumor
Registry
(CBTRUS)
we
analyzed
primary
other
for
first
year
pandemic.
Frontiers in Public Health,
Год журнала:
2023,
Номер
11
Опубликована: Март 23, 2023
Background
The
COVID-19
pandemic
drives
psychological
distress.
Previous
studies
have
mostly
focused
on
individual
determinants
but
overlooked
family
factors.
present
study
aimed
to
examine
the
associations
of
and
factors
with
distress,
mediating
effect
fear
moderating
role
household
income
above
associations.
Methods
We
conducted
a
population-based
cross-sectional
survey
Chinese
adults
in
Hong
Kong
from
February
March
2021
(
N
=
2,251)
measure
independent
variables
anti-epidemic
fatigue,
confidence,
members’
COVID-19,
well-being
(range
0–10),
dependent
variable
distress
(through
four-item
Patient
Health
Questionnaire,
range
0–4).
Results
Hierarchical
regression
showed
that
fatigue
was
positively
(β
0.23,
95%
CI
[0.18,
0.28])
while
confidence
negatively
−0.29,
[−0.36,
−0.22])
associated
Family
0.11,
[0.05,
0.16])
−0.57,
[−0.63,
−0.51])
Structural
equation
model
mediated
except
for
well-being.
Multi-group
analyses
non-significant
direct
slightly
stronger
among
participants
lower
incomes,
compared
those
higher
incomes.
Conclusion
first
reported
double-edged
context
positive
association
between
fully
by
negative
moderated
level.
Future
are
warranted
investigate
how
contagion
develops
inequality
resources
impacts
mental
health
amid
pandemic.
Journal for the Study of Education and Development Infancia y Aprendizaje,
Год журнала:
2023,
Номер
46(4), С. 844 - 878
Опубликована: Сен. 12, 2023
This
paper
explores
how
parents
in
Hong
Kong
perceive
the
impact
of
COVID-19
pandemic
on
use
academic
and
non-academic
private
tutoring
(PT)
for
their
children,
using
a
thematic
analysis
interviews
with
80
from
diverse
ethnic
socioeconomic
backgrounds.
We
seek
to
understand
role
PT
parents’
thinking
about
children’s
learning
developmental
needs
uncertain
times,
which
foregrounds
temporalities
face
disruption.
find
that
maintaining
pre-pandemic
levels
was
most
common
attitude
almost
half
sample,
followed
by
roughly
similar
groups
who
increased
or
decreased
PT.
Parental
perceptions
functions
converged
three
main
uses:
mitigating
effects
schooling
disruptions,
making
productive
newfound
free
time
providing
sense
normality.
Using
timescapes
lens,
we
identify
temporal
elements
factored
into
experiences
managing
‘gained’
‘lost’
time,
adapting
remote
learning,
avoiding
health
risks
reflecting
inequalities
during
pandemic.
The
COVID-19
pandemic
and
consequent
lockdowns
had
a
substantial
impact
on
mental
health.
Distress
fatigue
are
highly
correlated.
However,
little
is
known
about
the
determinants
of
in
general
population
during
pandemic.
This
study
aimed
to
examine
prevalence
predictors
UK
population.
Online
surveys
were
completed
by
community
cohort
April
2020
(wave
1),
July-September
2)
November-December
3).
In
total,
3097
participants
wave
1
survey,
1385
1087
(85.4%
women)
2
3
respectively.
Fatigue
was
assessed
using
Chalder
Scale
at
waves
3.
Hair
samples
provided
827
(90.6%
2,
which
analyzed
indicate
HairE
(stress
hormone).
mean
total
score
14.7
(SD
=
4.7),
significantly
higher
than
pre-pandemic
levels
observed
(mean
difference
0.50,
p
.003).
At
614
(44.3%)
met
case
definition
for
fatigue,
only
15.6%
whom
indicated
that
lasted
more
6
months
(suggesting
it
started
prior
pandemic).
Predictors
included
being
risk
group,
depression
belief
having
COVID-19,
explained
23.8%
variability
scores.
Depression
significant
predictor
remaining
prevalent
limited
people's
daily
function.
sociodemographic
variables
fatigue.
Mental Illness,
Год журнала:
2023,
Номер
2023, С. 1 - 13
Опубликована: Янв. 25, 2023
Background.
Lockdown
is
recognized
as
an
effective
measure
in
limiting
the
spread
of
coronavirus
(COVID-19)
throughout
world.
However,
recurrent
COVID-19
infection
and
extension
lockdown
have
threatened
livelihoods
people,
mainly
socioeconomic
mental
health
dimensions.
Objective.
The
present
study
aimed
at
identifying
impact
on
daily
life
general
population
Nepal.
Furthermore,
identified
predictors
status
people
during
lockdown.
Methods.
was
conducted
among
354
Nepalese
specifically
breadwinner
family.
Respondents
completed
questionnaires
related
to
sociodemographic
characteristics,
COVID-19,
its
various
aspects
life,
including
via
Depression,
Anxiety,
Stress
Scale-21
items
(DASS-21).
Data
collected
through
web-based
method,
Google
Forms
questionnaire.
were
contacted
email
social
networks
(Facebook,
Messenger,
WhatsApp,
Viber)
following
a
snowball
approach.
analyzed
using
descriptive
inferential
statistics.
Logistic
regression
analysis
done
identify
significant
demographic,
COVID-related,
factors
associated
with
outcomes.
Results.
Based
DASS-21
scores,
prevalence
depression,
anxiety,
stress
46.6%
(mild:
22.3%,
moderate:
16.7%,
severe:
6.5%,
extremely
1.1),
42.1%
10.2%,
18.6%,
11.6%,
1.7%),
39%
12.7%,
9.6%),
respectively.
Various
measures,
characteristics
Conclusion.
individuals’
work,
income,
education,
living
standard,
lifestyle,
consequently
significant.
findings
warrant
importance
understanding
pandemic
all
timely
monitoring
appropriate
intervention
risk
groups
reduce
severity
chronicity
problems.