The Lancet Digital Health,
Journal Year:
2022,
Volume and Issue:
4(11), P. e816 - e828
Published: Oct. 10, 2022
Summary
Computational
models
have
great
potential
to
revolutionise
psychiatry
research
and
clinical
practice.
These
are
now
used
across
multiple
subfields,
including
computational
precision
psychiatry.
Their
goals
vary
from
understanding
mechanisms
underlying
disorders
deriving
reliable
classification
personalised
predictions.
Rapid
growth
of
new
tools
data
sources
(eg,
digital
data,
gamification,
social
media)
requires
an
the
constraints
advantages
different
modelling
approaches
in
In
this
Series
paper,
we
take
a
critical
look
at
range
that
evaluate
their
disadvantages
for
purposes
sources.
We
describe
mechanism-driven
mechanism-agnostic
discuss
how
interpretability
is
crucial
translation.
Based
on
these
evaluations,
provide
recommendations
build
clinically
useful.
Proceedings of the National Academy of Sciences,
Journal Year:
2021,
Volume and Issue:
118(9)
Published: Feb. 10, 2021
Significance
COVID-19
has
affected
daily
life
in
unprecedented
ways.
Drawing
on
a
longitudinal
dataset
of
college
students
before
and
during
the
pandemic,
we
document
dramatic
changes
physical
activity,
sleep,
time
use,
mental
health.
We
show
that
biometric
time-use
data
are
critical
for
understanding
health
impacts
COVID-19,
as
pandemic
tightened
link
between
lifestyle
behaviors
depression.
Our
findings
also
suggest
puzzle:
Disruptions
to
activity
strongly
associated,
but
restoration
through
short-term
intervention
does
not
help
improve
These
results
highlight
large
impact
both
well-being
offer
directions
interventions
aimed
at
restoring
Journal of Population Economics,
Journal Year:
2021,
Volume and Issue:
34(2), P. 691 - 738
Published: Jan. 14, 2021
Abstract
Given
the
role
of
human
behavior
in
spread
disease,
it
is
vital
to
understand
what
drives
people
engage
or
refrain
from
health-related
behaviors
during
a
pandemic.
This
paper
examines
factors
associated
with
adoption
self-protective
health
behaviors,
such
as
social
distancing
and
mask
wearing,
at
start
Covid-19
pandemic
USA.
These
not
only
reduce
an
individual’s
own
risk
infection
but
also
limit
disease
others.
Despite
these
dual
benefits,
universal
assured.
We
focus
on
socioeconomic
differences
explaining
behavior,
relying
data
collected
April
2020
early
stages
The
include
information
income,
gender
race
along
unique
variables
relevant
current
pandemic,
work
arrangements
housing
quality.
find
that
higher
income
larger
changes
behaviors.
gradients
are
partially
explained
by
fact
less
more
likely
report
circumstances
make
adopting
difficult,
inability
tele-work.
Both
USA
elsewhere,
policies
assume
compliance
measures—or
otherwise
do
account
for
costs
doing
so—are
unlikely
be
effective
sustainable.
International Journal of Environmental Research and Public Health,
Journal Year:
2022,
Volume and Issue:
19(4), P. 2250 - 2250
Published: Feb. 16, 2022
With
the
outbreak
of
Corona
Virus
Disease
19
(Covid-19)
in
late
2019,
governments
increasingly
imposed
containment
strategies,
including
social
distancing
as
well
restricted
population
movement,
potentially
having
negative
impacts
on
mental
and
physical
health.
A
growing
number
studies
have
examined
impact
pandemic
different
facets
activity
(PA);
an
overview
combining
these
(mixed)
results,
however,
is
missing.
Thus,
objective
this
systematic
review
meta-analysis
was
to
investigate
whether
which
extent
PA
changed
from
before
during
Covid-19
pandemic,
taking
age,
gender,
measurement
method
into
account.
The
literature
search
conducted
using
PubMed,
Web
Science,
Scopus.
Results
main
characteristics
were
descriptively
synthesized
analyzed
a
quantifying
effects
divided
by
age
groups,
with
additional
subgroup
analyses
being
narratively
synthesized.
Overall,
57
total
sample
size
119,094
participants
(N
between
10
60,560
subjects)
14
countries
worldwide
aged
four
93
years
included.
Thirty-two
revealed
significant
decline
PA,
whereas
only
five
found
increase
pandemic.
Fourteen
mixed
results.
decreased
all
independent
gender.
Most
self-reported
device-based
methods
showed
reduction
PA.
However,
not
be
groups.
Nevertheless,
declining
trend
should
noted
strive
enable
within
periods
restrictions,
or
promote
alternatives
such
digital
training
avoid
health
consequences
population.
International Journal of Environmental Research and Public Health,
Journal Year:
2021,
Volume and Issue:
18(16), P. 8433 - 8433
Published: Aug. 10, 2021
Social
isolation
caused
by
the
COVID-19
pandemic
has
drastically
affected
lifestyles:
from
sedentary
behaviors
to
reduced
physical
activity,
disrupted
sleep
patterns
altered
dietary
habits.
As
a
consequence,
serious
mental
and
emotional
responses
have
been
registered.
There
was
significant
decline
in
other
meaningful
activities
of
daily
living,
leisure,
social
education.
In
children,
collateral
effects
include
inadequate
nutrition
with
risk
both
overweight
underweight,
addiction
screens,
lack
schooling,
psychosocial
difficulties.
Older
adults
are
frequently
unable
adapt
lockdown
measures
suffer
depression
cognitive
complaints.
Recent
studies
focusing
on
changes
lifestyle
during
Covid-19
consequences
health
identified
PubMed/Medline,
Scopus,
Embase,
ScienceDirect.
All
available
literature
retrospectively
reviewed.
The
results
present
narrative
review
suggest
that
distress
seems
be
linked
not
only
personality
characteristics
but
also
several
components
(sleep
disruption,
eating
habits,
activity).
This
aims
explore
major
quality
life
impact
these
health,
inform
clinicians
policymakers
about
elements
may
reduce
negative
psychological
quarantine
period
imposed
this
worldwide
crisis.
is
an
urgent
need
for
tailored
preventive,
diagnostic,
therapeutic
interventions
general
population
higher
groups.
BMC Public Health,
Journal Year:
2021,
Volume and Issue:
21(1)
Published: April 8, 2021
Abstract
Background
People
with
chronic
conditions
are
disproportionately
prone
to
be
affected
by
the
COVID-19
pandemic
but
there
limited
data
documenting
this.
We
aimed
assess
health,
psychosocial
and
economic
impacts
of
on
people
in
India.
Methods
Between
July
29,
September
12,
2020,
we
telephonically
surveyed
adults
(
n
=
2335)
across
four
sites
Data
participants’
demographic,
socio-economic
status,
comorbidities,
access
health
care,
treatment
satisfaction,
self-care
behaviors,
employment,
income
were
collected
using
pre-tested
questionnaires.
performed
multivariable
logistic
regression
analysis
examine
factors
associated
difficulty
accessing
medicines
worsening
diabetes
or
hypertension
symptoms.
Further,
a
diverse
sample
40
participants
completed
qualitative
interviews
that
focused
eliciting
patient’s
experiences
during
lockdowns
analyzed
thematic
analysis.
Results
One
thousand
seven
hundred
thirty-four
individuals
survey
(response
rate
74%).
The
mean
(SD)
age
respondents
was
57.8
years
(11.3)
50%
men.
During
India,
83%
reported
healthcare,
17%
faced
difficulties
medicines,
59%
loss
income,
38%
lost
jobs,
28%
reduced
fruit
vegetable
consumption.
In
final-adjusted
model,
rural
residence
(OR,
95%CI:
4.01,2.90–5.53),
having
(2.42,
1.81–3.25)
(1.70,1.27–2.27),
(2.30,1.62–3.26)
significantly
medicines.
(3.67,2.52–5.35),
job
(1.90,1.25–2.89)
Qualitative
suggest
most
experienced
distress
due
had
in-patient
services.
Conclusion
conditions,
particularly
among
poor,
rural,
marginalized
populations,
have
healthcare
been
severely
both
socially
financially
pandemic.
Social Science & Medicine,
Journal Year:
2022,
Volume and Issue:
302, P. 114981 - 114981
Published: April 19, 2022
Successful
campaigns
to
combat
the
COVID-19
pandemic
depend,
in
part,
on
people's
willingness
be
vaccinated.
It
is
therefore
critical
understand
factors
that
determine
vaccination
intentions.
We
applied
a
reasoned
action
approach
-
theory
of
planned
behavior
explore
these
factors.
used
data
from
an
online
survey
adults
(18–74
years;
n
=
5044)
conducted
Germany
between
April
9
and
28,
2021
found
attitudes
toward
getting
vaccinated
predicted
intentions,
while
normative
control
beliefs
did
not.
In
turn,
positive
were
supported
by
trust
science
fear
whereas
negative
associated
with
acceptance
conspiracy
theories
skepticism
regarding
vaccines
general.
advise
policymakers,
physicians,
health
care
providers
address
hesitancy
emphasizing
support
vaccinated,
such
as
prevention
serious
illness,
death,
long-term
detriments,
opposed
exerting
social
pressure
or
pointing
ease
Cyberpsychology Behavior and Social Networking,
Journal Year:
2022,
Volume and Issue:
25(6), P. 334 - 354
Published: May 31, 2022
During
the
initial
phases
of
COVID-19
pandemic,
playing
video
games
has
been
much
more
than
just
a
pastime.
Studies
suggested
that
for
many
individuals
have
helped
to
cope
with
such
difficult
life
experience.
However,
other
research
indicates
gaming
may
had
harmful
effects.
Within
this
context,
systematic
review
aimed
describe
literature
on
effects
during
early
stages
crisis
stress,
anxiety,
depression,
loneliness,
and
disorder
(GD),
examining
study
characteristics
outcomes.
A
search
was
made
following
Preferred
Reporting
Items
Systematic
Reviews
Meta-Analysis
guidelines.
It
preregistered
in
International
Platform
Registered
Review
Protocols
(INPLASY)—INPLASY202180053.
The
databases
were
PsycINFO,
Web
Science,
Medline.
string
was:
[(“video
game*”)
OR
(“computer
(“gaming”)]
AND
[(“COVID-19”)].
Twenty-four
studies
met
inclusion
criteria.
Four
explored
pandemic
depression.
investigated
while
18
game
disorder.
Video
games,
especially
augmented
reality
online
multiplayer
ones,
mitigated
loneliness
among
adolescents
young
adults
stay-at-home
restrictions.
case
at-risk
(i.e.,
particularly
male
youths),
detrimental