Turkish Archives of Pediatrics,
Journal Year:
2024,
Volume and Issue:
59(4), P. 345 - 352
Published: Aug. 2, 2024
This
comprehensive
review
explores
the
integration
of
artificial
intelligence
(AI)
in
field
social
pediatrics,
emphasizing
its
potential
to
revolutionize
child
healthcare.
Social
a
specialized
branch
within
discipline,
focuses
on
significant
influence
societal,
environmental,
and
economic
factors
children's
health
development.
adopts
holistic
approach,
integrating
medical,
psychological,
environmental
considerations.
aims
explore
AI
revolutionizing
healthcare
from
pediatrics
perspective.
To
achieve
that,
we
explored
applications
preventive
care,
growth
monitoring,
nutritional
guidance,
risk
factor
prediction,
early
detection
abuse.
The
findings
highlight
AI's
contributions
various
areas
pediatrics.
Artificial
intelligence's
proficiency
handling
large
datasets
is
shown
enhance
diagnostic
processes,
personalize
treatments,
improve
overall
management.
Notable
advancements
are
observed
counseling,
predicting
risks,
abuse
detection.
We
find
that
into
pediatric
effectiveness,
accessibility,
equity
services.
ensures
high-quality
care
for
every
child,
regardless
their
background.
study
elucidates
multifaceted
including
natural
language
processing,
machine
learning
algorithms
outcome
predictions,
AI-driven
tools
collectively
fostering
more
efficient,
informed,
responsive
system.
Frontiers in Medicine,
Journal Year:
2025,
Volume and Issue:
12
Published: Feb. 28, 2025
Evidence
has
continued
to
accumulate
showing
the
decreasing
trust
by
general
public
in
government
health
agencies.
1,2
The
United
States
and
other
countries
Europe
Asia
exhibited
declining
agencies
their
recommendations.
[2][3][4][5]
is
built
on
an
assumption
that
science
underpins
recommendations
solid
evidence
trustworthy.Medical
journals
need
reinforce
research
integrity
of
studies
they
publish
ensure
confidence
from
everyone
who
reads
acts
upon
those
studies.
Research
policies
followed
medical
published
conducted
ethically
upholds
highest
standards
scientific
credibility
trustworthiness
within
field.In
addition
guarding
against
fraud
not
publishing
poor
quality
research,
a
new
threat
threatens
arisen
insidious
theat.
Papermills
are
process
which
manufactured
manuscripts
submitted
journal
for
fee
behalf
researchers
with
purpose
providing
easy
publication
them,
or
offer
authorship
sale.
6
Buying
paper
can
help
career
advancement.
old
adage
"publish
perish"
still
holds
critical
importance
many
academics
around
world
thus
papermills
exploit
fear.
These
papers
necessarily
filled
fraudulent
data
but
these
have
low
value.
goal
add
our
knowledge
base
push
field
forward
rather
get
peer
reviewed
publication,
currency
advancement
promotion
particularly
middle-income
countries.Although
mentioned
some
overviews
use
publicly
available
papers.
Rather
than
using
faked
manipulated
images
something
like
cell
biology
paper,
large
databases
States'
National
Center
Health
Statistics
provide
instant
paper.
Databases
Nutrition
Examination
Survey
(NHANES)
highly
respected
hundreds
variables
making
population-based
estimates
US
population.
Many
used
because
size
(hundreds
variables;
thousands
people),
diversity
measures
(questionnaires;
laboratory
tests;
physical
examinations),
importantly
characteristic
freely
be
instantly
downloaded
anyone
any
country.These
been
basis
important
prevalence
assessments.
[7][8][9][10]
However,
number
it
seems
enterprising
groups
build
matrix
simply
correlate
looking
statistically
significant
relationships.
What
missing
analyses
hypothesis
clear
outcomes.
Further,
would
consider
contextual
factors
underpinnings
NHANES
set
cultural
adaptation
global
domains.
Thus,
question
does
apply
context
country
origin
manuscript,
therefore
answer
questions
reviewers
editors
evaluating
manuscripts.
Unfortunately,
scientifically
dubious
relationships
as
sold
papermills.
By
having
likelihood
enhanced.
It
remember
if
enough
comparisons
computed
will
even
purely
chance.
This
creates
deluge
sent
overwhelming
reviewers.
unsophisticated
focus
results
critically
mechanism
pathway
proposed
between
two
was
created
post
hoc
manner
justify
study
itself.Mendelian
randomization
another
strategy
leverage
create
vast
papers,
little
11
In
particular,
two-sample
mendelian
(2SMR)
designs.
accessibility
this
yielded
avalanche
2SMR
rigor
dubious.
A
variety
being
produced
papermill
organizations
then
individuals
needing
peer-reviewed
Again,
value
presented
them.Frontiers
Medicine
Frontiers
general,
tried
combat
increase
via
several
strategies.
First,
proprietary
artificial
intelligence
system
Medicine,
AIRA
give
cues
patterns
humans
can't
easily
see.
tend
send
out
same
topic,
including
exact
different
simultaneously.
Individual
don't
ability
see
multiple
simultaneously
can.
Second,
though
versions
author
names
institutions
detect
how
part
network.
Third,
helps
60
checks
prior
review.
include
language
evaluation,
image
verification,
frontiers
manuscript
matches,
ethics
statement
commercial
keyword
detection,
potential
controversial
themes.
2024,
more
half
all
article
rejections
were
performed
team,
ensuring
controls
upheld
alleviating
workload
editorial
boards.An
consideration
AI
only
knows
much
taught.
human
factor
picks
up
themes
methodologies
needs
nimble
alert
changes
businesses
constantly
ways
sell
products.
Until
chance
learn
methodologies,
useful
identifying
them
so
teams
lookout
strategies
papermills.As
earlier,
large,
credible
database
nationwide
probability
sample
population
Statistics.
first
1971.
Pubmed
search
January
1,
2025
term
"NHANES"
>74,900
citations.
Moreover,
there
7,400
citations
2024.
Interestingly,
considering
designed
make
population,
investigators
aggressively
data.
PubMed
2024
"USA"
just
over
1,000
varies
significantly.
Authors
France
listed
fewer
125
authors
Kingdom
190
On
hand,
"China"
yields
>3,800
China
account
publications
3
times
articles
US.The
experience
submissions
at
(not
Medicine),
shows
past
year
(Figure
1).
There
56
2023
286
November
high
proportion
go
rejected,
mostly
office
concerns.
Of
rejected.
53
office,
rejections,
46
concerns,
suspicion,
19
rejected
solely
products
papermills.Where
do
we
here?Frontiers
editorially
come
basic
accessed
analyzed
studies,
also
signals
suspicion
coming
shared
publicly.
reason
control
information
specific
signals,
likely
companies
circumvent
journal.
may
particular
relevance
Western
industrialized
countries.
Even
so,
problem
drives
decisions.
Observations
made
derived
sets
healthcare
policy
milieu,
possibly
familiar
nuances
healthcare,
generate
great
lack
policy-or
healthcare-relevant
conclusions.As
valuable
process,
scientists
experts
area
judge
plausibility
pathway.
overwhelm
sheer
volume
swayed
seeing
relationship
assess
whether
makes
sense.
With
tests
diseases
big
analysis
find
"new"
nonsensical
under
assessment.
counting
focusing
p
actual
underlying
study.
incumbent
editors,
identify
reject
corresponding
science.
COVID,
Journal Year:
2024,
Volume and Issue:
4(4), P. 518 - 530
Published: April 17, 2024
Background:
Vaccine
hesitancy
is
a
complex
challenge
that
demands
comprehensive
approach,
one
not
only
acknowledges
legitimate
concerns
within
communities
but
also
actively
confronts
misinformation.
In
this
context,
study
aimed
to
investigate
the
prevalence
of
belief
in
conspiracy
theories
about
COVID-19
vaccines
among
Brazilians,
seeking
understand
factors
associated
with
behavior.
Method:
Utilizing
national
online
survey
conducted
between
May
and
August
2020,
sample
4247
participants,
we
multivariate
analysis
identify
independent
determinants
adherence,
calculating
adjusted
ratios
(APRs)
their
95%
confidence
intervals.
Results:
It
was
revealed
27.7%
participants
believed
at
least
theory.
Factors
higher
level
adherence
included
agreement
piece
misinformation
on
social
media
(APR:
3.65;
CI:
3.07–4.34),
lack
difficulty
accessing
leisure
activities
during
pandemic
3.11;
1.85–5.24),
age
50
years
or
older
1.70;
1.49–1.94),
absence
protective
measures
1.47;
1.26–1.72),
use
face
masks
1.62;
1.33–1.97),
non-use
traditional
source
for
information
female
gender
1.41;
1.25–1.60),
30
49
1.35;
1.19–1.52).
Conclusions:
Our
findings
highlight
it
crucial
recognize
vaccine
merely
an
isolated
phenomenon
often
rooted
interplay
social,
cultural,
psychological,
political
factors.
There
need
multifaceted
strategies
combat
hesitancy,
effectively
address
theories,
consider
various
prevalence.
Vaccines,
Journal Year:
2024,
Volume and Issue:
12(8), P. 885 - 885
Published: Aug. 4, 2024
The
COVID-19
pandemic,
with
over
775
million
cases
and
7
deaths
by
May
2024,
has
drastically
impacted
global
public
health
exacerbated
existing
healthcare
inequalities.
swift
development
distribution
of
vaccines
have
been
critical
in
combating
the
virus,
yet
disparities
access
to
administration
vaccine
highlighted
deep-seated
inequities
at
global,
regional,
national
levels.
Wealthier
nations
benefited
from
early
vaccines,
while
low-
middle-income
countries
(LMICs)
faced
persistent
shortages.
Initiatives
such
as
COVAX
aimed
address
these
disparities,
but
challenges
persist.
Socioeconomic
factors,
education,
ethnic
identity,
infrastructure
play
crucial
roles
equity.
For
example,
lower-income
individuals
often
face
barriers
poor
healthcare,
misinformation,
logistical
challenges,
particularly
rural
areas.
Addressing
requires
a
multifaceted
approach,
integrating
policies
local
strategies
enhance
vaccines'
accessibility,
counter
ensure
equitable
distribution.
Collaborative
efforts
all
levels
are
essential
promote
equity
effectively
control
ensuring
that
populations
fair
life-saving
vaccines.
This
review
explores
complex
issues,
offering
insights
into
facilitators
providing
recommendations
more
effective
vaccination
programs.
With
focus
on
different
which
planned
implemented,
text
provides
guidelines
steer
strategies,
emphasizing
role
international
cooperation
policy
frameworks
keys
achieving
coverage.
Digital Health,
Journal Year:
2025,
Volume and Issue:
11
Published: Jan. 1, 2025
Introduction
COVID-19
is
one
of
the
most
severe
global
health
events
in
recent
years.
Google
Trends
provides
a
comprehensive
analysis
search
frequency
for
specific
terms
on
Google,
reflecting
public's
areas
interest.
As
now,
there
has
been
no
bibliometric
study
and
Trends.
Therefore,
aim
this
to
perform
existing
research
related
COVID-19.
Methods
We
retrieved
467
records
from
Web
Science™
Core
Collection,
covering
period
January
1,
2020,
December
31,
2023.
then
conducted
scientific
metric
analyses
using
CiteSpace,
VOSviewer,
Bibliometrix
package
R-software
explore
temporal
spatial
distribution,
author
thematic
categories,
references,
keywords
these
records.
Results
A
total
valid
records,
comprising
418
articles
49
reviews,
were
collected
analysis.
Over
4
years,
highest
number
publications
occurred
2021.
The
United
States
had
published
papers,
followed
by
China.
Notably,
China
closest
collaborative
relationship.
Harvard
University
ranked
as
institution
with
papers.
However,
appeared
be
lack
collaboration
between
institutions.
hotspots
encompassed
“outbreak,”
“epidemic,”
“air
pollution,”
“internet,”
“time
series,”
“public
interest.”
Conclusion
This
valuable
overview
directions
which
being
utilized
studying
infectious
diseases,
particularly
Medicina,
Journal Year:
2025,
Volume and Issue:
61(3), P. 421 - 421
Published: Feb. 27, 2025
Background
and
Objectives:
The
COVID-19
pandemic
has
had
a
negative
impact
on
immunisation
vaccination
attitudes
worldwide.
aim
of
this
study
was
to
determine
compare
the
parents
towards
childhood
vaccines
by
questioning
them
separately
about
periods
before
after
pandemic.
Materials
Methods:
This
included
aged
18–49
years
with
child
below
age
5
who
presented
at
family
healthcare
centres
in
province
Türkiye.
data
form
consisted
socio-demographic
characteristics
Parent
Attitudes
Toward
Childhood
Vaccines
(PACV)
scale.
An
increase
scale
scores
indicates
change
attitude.
Results:
A
total
1038
participated
study.
results
showed
that
there
an
all
subscale
points,
which
determined
be
statistically
significant
for
(p
<
0.001)
safety–efficacy
points
0.001).
Before
pandemic,
significantly
higher
PACV
were
rural
dwellers,
females,
behaviour
attitude
those
education
level
primary
school
or
lower,
females
lower
education,
attitude,
safety–efficacy,
living
areas
0.05
values).
seen
have
affected
relationship
between
level,
number
children,
=
0.004
p
0.001,
respectively).
After
mean
Conclusions:
effect
parents’
vaccines.
Efforts
should
made
overcome
these
effects
able
prevent
outbreaks
diseases
can
prevented
Frontiers in Public Health,
Journal Year:
2025,
Volume and Issue:
13
Published: April 14, 2025
Background
Childhood
basic
vaccinations
are
a
cost-effective
and
essential
preventive
health
strategy
globally
in
resource-limited
nations.
The
United
Nations
Sustainable
Development
Goals
aim
to
reach
these
ambitious
targets,
making
it
crucial
identify
underserved
populations
address
the
barriers
they
face
accessing
life-saving
immunizations.
To
date,
no
spatial
analyses
have
been
performed
areas
of
hotspots
incomplete
vaccination
among
children
countries
globally.
Therefore,
determining
geographic
distribution
associated
factors
is
important
for
prioritizing
intervention
programs
countries.
Objective
This
study
aims
assess
aged
12–23
months
based
on
recent
Demographic
Health
Survey
(DHS)
data
48
Methods
Data
were
drawn
from
DHS,
nationally
representative
cross-sectional
survey
conducted
by
considering
era
Millennium
Goals.
A
total
weighted
sample
202,029
(12–23
months)
included
our
study.
extraction,
recoding,
analysis
using
STATA
V.17.
For
(spatial
distribution,
autocorrelation,
hotspot),
ArcGIS
version
10.7
software
was
used,
SaTScan
analysis,
10.1
used.
Descriptive
statistics
presented
frequency
tables
percentages.
We
employed
multilevel
logistic
regression
investigate
vaccination.
In
multivariable
variables
with
p
-value
≤0.05
considered
significant
months.
Results
overall
incompleteness
51%
(95%CI:
50–51%).
revealed
that
significantly
varied
across
(Global
Moran’s
I
=
0.208468,
<
0.001).
most
likely
clusters
located
Nigeria,
Chad,
Cameroon,
Niger,
which
centered
at
(2.028929N,
15.135990
E)/1425.16
km
radius,
Log-Likelihood
Ratio
(LLR)
3519.48
Relative
Risk
(RR)
1.38
<0.001.
Based
final
model
following
statistically
relation
vaccination:
age,
marital
status,
maternal
education,
husband’s
occupation,
media
exposure,
wealth
index,
antenatal
care
(ANC)
visits,
birth
order,
place
delivery,
mode
insurance
coverage,
perception
distance
facility,
residence,
community
country-level
income
status.
Conclusion
recommendations
Both
individual-
community-level
World
Organization
other
stakeholders
involved
child
healthcare
should
work
together
expand
childhood
prioritize
hotspot
developing