Global Knowledge Memory and Communication,
Journal Year:
2023,
Volume and Issue:
unknown
Published: Dec. 19, 2023
Purpose
Vaccine
hesitancy
is
a
long-standing
issue
among
both
the
general
population
and
health
communicators.
This
study
aims
to
ascertain
inclination
reasons
for
vaccine
by
conducting
content
analysis
sentiment
of
perspectives
expressed
in
comments
on
videos
related
uploaded
from
India
YouTube.
Design/methodology/approach
The
assessment
sentiments
vaccine-hesitant
done
using
Valence
Aware
Dictionary
sEntiment
Reasoner
module
implemented
with
Python’s
NLTK
library
automatically
determine
comments.
Manual
was
performed
60.09%
viewer
randomly
selected
total
238
originated
labelled
each
comment
labels
“Anti”,
“Pro”,
“Confused”,
“Not
Applicable”
“Unrelated”
labels.
Findings
found
“Mistrust-Government
policies”,
“Fear-health
consequences”,
“Mistrust-Scientific
research”,
“Vaccine
effectiveness
efficacy”
“Misinformation/myths”
as
top
five
determinants
hesitancy,
whereas
“Religious
beliefs”,
“Fear-Economic
“Side
Effects-
short-term”
“Fear-mode
administration”
be
lesser
cited
hesitancy.
However,
also
investigates
changes
Indian
commenters
towards
revolving
issues
over
time.
Social
implications
Public
policymakers
communicators
may
find
useful
determining
factors
India.
Originality/value
originality
this
lies
its
approach.
To
date,
no
has
been
conducted
released
YouTube
creators
regarding
pro-
anti-vaccination
videos.
inquiry
seeks
fill
research
gap.
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
Brain and Behavior,
Journal Year:
2025,
Volume and Issue:
15(1)
Published: Jan. 1, 2025
ABSTRACT
Background
In
today's
post‐truth
times,
where
personal
feelings
and
beliefs
have
become
increasingly
important,
determining
what
is
accurate
knowledge
has
an
important
skill.
This
especially
during
uncertainty
crises
(e.g.,
epidemics
pandemics)
because
alternative
explanations
other
than
scientific
may
be
disseminated
vigorously.
Epistemic
justification
concerns
how
in
way
the
truth
of
claims
justified
criteria
for
to
true
and/or
a
fact.
Given
this
backdrop,
present
study
examined
individuals
reacted
conspiracies
crisis
(using
COVID‐19
pandemic
as
example).
Aim
The
mediating
role
epistemic
was
investigated
regarding
its
relationship
between
conspiracy
vaccine
beliefs.
Methods
A
cross‐sectional
conducted
incorporating
multifactorial
correlational
design.
Using
convenience
sampling,
690
participants
(55.7%
females,
M
age
=
32.24
years,
SD
9.75)
from
different
regions
Türkiye
completed
online
survey
via
Google
Forms
.
Results
results
demonstrated
strong
statistically
significant
correlation
theories
vaccination
theories.
effects
by
authority
were
Conclusion
example,
indicated
complex
relationships
justification.
indicate
importance
authorities
taking
early
action
provide
evidence
information
public
avoid
believing
false
information.
Journal of Health and Human Services Administration,
Journal Year:
2025,
Volume and Issue:
unknown
Published: Feb. 24, 2025
Vaccination
is
considered
a
prosocial
behavior,
protecting
both
the
individual
and
society
at
large.
However,
many
Americans
choose
to
remain
unvaccinated
for
multiple
reasons
relating
mainly
religious
personal
autonomy.
To
assess
readiness
COVID-19
vaccination,
this
quantitative
study
includes
survey
of
nationally
representative
sample
adults
in
United
States
(
n
=
992)
explore
willingness
engage
vaccination
as
behavior.
This
operationalizes
behavior
using
indicators
empathic
concern,
monetary
donations,
volunteering
predictors.
Using
ordinal
logistic
regression
models,
findings
indicate
that
positively
associated
with
intent.
Further,
show
correlated
demographics
age,
income,
education
level,
demonstrating
older
(over
65),
individuals
higher
incomes,
college-educated
have
intent
was
found
be
highest
among
African-Americans
who
were
twice
likely
vaccinated,
lowest
female
participants.
JMIR Formative Research,
Journal Year:
2023,
Volume and Issue:
7, P. e43628 - e43628
Published: June 14, 2023
The
World
Health
Organization
has
recently
raised
concerns
regarding
the
low
number
of
people
fully
vaccinated
against
COVID-19.
ratio
and
emergence
renewed
infectious
variants
correspond
to
worsening
public
health.
Global
health
managers
have
highlighted
COVID-19
vaccine-related
infodemics
as
a
significant
risk
perception
factor
hindering
mass
vaccination
campaigns.Given
ambiguous
digital
communication
environment
that
fostered
infodemics,
resource-limited
nations
struggle
boost
willingness
encourage
vaccinate.
Authorities
launched
some
communication-laden
interventions
in
response
infodemics.
However,
value
strategies
used
tackle
needs
be
evaluated.
current
research
using
tenets
Situational
Theory
Problem
Solving
is
novel,
it
explores
impending
effects
strategies.
relationship
between
infodemic-induced
vaccine
safety
actions
intensify
was
examined.This
study
cross-sectional
design
vis-à-vis
nationally
representative
web-based
survey.
We
collected
data
from
1946
internet
users
across
Pakistan.
Participants
voluntarily
participated
this
after
completing
consent
form
reading
ethical
permissions.
Responses
were
received
over
3
months,
May
2022
July
2022.The
results
delineated
positively
affected
perception.
This
realization
pushed
engage
risky
communicative
through
reliance
on
searches
for
accurate
information.
Therefore,
prospect
managing
information
exposure
(eg,
interventions)
situational
context
could
predict
robust
COVID-19.These
pioneering
offer
strategic
considerations
authorities
effectively
manage
descending
spiral
optimal
protection
concludes
likelihood
relevant
improve
one's
knowledge
forfending
selection,
which
can
lead
Hence,
more
situation-specific
about
underlying
problem
(ie,
selection
an
appropriate
vaccine)
made
accessible
several
official
sources
achieve
active
response.
Global Health Promotion,
Journal Year:
2024,
Volume and Issue:
31(2), P. 70 - 79
Published: Jan. 5, 2024
Objetivo:
explorar
el
estado
de
la
literatura
científica
sobre
los
aspectos
infodemia
y
desinformación
en
salud
vinculados
al
género
a
interseccionalidad,
detectar
vacíos
conocimiento
brindar
recomendaciones.
Métodos:
revisión
alcance
global,
con
detección
Se
buscó
ocho
bases
datos:
MEDLINE
(Pubmed),
Anthropological
Index
Online,
Studies
on
Women
&
Gender
Abstracts,
LILACS,
Scielo,
Global
Medicus,
Web
of
Science,
Google
académico
se
hizo
una
búsqueda
manual
documentos
últimos
10
años,
sin
restricciones
idioma
geográficas.
realizó
un
análisis
contenido
estudios
incluidos.
Resultados:
855
registros
fueron
identificados
21
cumplieron
criterios
inclusión.
Predominan
que
tuvieron
como
primer
autor/a
mujer
(13/21),
aunque
autoría
global
destacaron
hombres
(10/21).
El
modelo
binario
fue
enfoque
principal
(16/21).
La
mayoría
(18/21)
publicaron
partir
del
2020.
abordaron
principalmente
temas
relacionados
COVID-19
sexual
reproductiva
(antes
pandemia),
menor
medida
mental.
identificaron
interacciones
entre
diferencias
sexo/género
desinformación/infodemia
especialmente
mujeres,
colectivos
diverso,
personas
mayores
población
bajo
nivel
socioeducativo.
Conclusiones:
existen
brechas
tema
explorado,
escaso
número
estudios,
limitaciones
alcances
y/o
feminista
(más
allá
binario).
No
obstante,
resultados
tentativos
constatan
presencia
inequidades
e
interseccionalidad
salud.
Palabras
clave:
infodemia,
desinformación,
género,
COVID-19,
sistemática
Korean Journal of Family Medicine,
Journal Year:
2024,
Volume and Issue:
45(4), P. 183 - 188
Published: May 9, 2024
The
coronavirus
disease
2019
(COVID-19)
pandemic
is
notable
among
infectious
diseases
for
its
distinctive
impact,
which
has
halted
millions
of
livelihoods
owing
to
strict
social
distancing
rules
and
lockdowns.
Consequently,
individuals
have
turned
online
sources,
particularly
media,
remain
informed
about
the
virus.
transition
digital
sources
resulted
in
an
abundance
information,
including
both
accurate
misleading
or
false
content
being
shared
consumed
on
platforms,
contributing
what
commonly
referred
as
“infodemic.”
Although
these
platforms
been
valuable
tools
healthcare
professionals
public
health
authorities
disseminating
crucial
messages,
they
also
aided
spread
information.
widespread
dissemination
information
instrumental
propagating
harmful
beliefs
behaviors
such
vaccine
hesitancy,
promoting
discriminatory
attitudes,
endorsing
efficacy
certain
therapeutic
products
treating
COVID-19.
False
undoubtedly
become
a
challenge
burden
governments,
professionals,
general
population.
This
review
three
main
objectives:
(1)
assess
scope
“infodemic”
issue,
investigating
factors
online;
(2)
examine
multifaceted
consequences
resulting
from
information;
(3)
argue
that
interdisciplinary,
multi-layered
approach,
encompassing
focus
prevention,
deterrence,
education,
should
be
adopted
prevent
conception
this
modern
age.
BACKGROUND
COVID-19
vaccines
have
saved
millions
of
lives,
but
vaccine
uptake
has
varied
widely
across
countries,
in
part
due
to
reluctance
among
some
people
accept
the
new
as
they
become
available,
fuelled
large
by
lack
trustworthy
information
on
themselves.
OBJECTIVE
To
help
health
workers
provide
evidence-based
answers
common
questions
about
and
vaccination,
thereby
assist
individuals
making
healthy
choices
for
themselves
their
families
WHO
Collaborating
Centre
Vaccine
Safety
together
with
Regional
Office
Europe
developed
COVID19infovaccines.com,
a
platform
that
provides
reliable
scientific
under
title:
“COVID-19
vaccination
explained”.
METHODS
InfoVaccines,
project
co-funded
European
Union
joint
WHO-EU
support
rollout
6
Eastern
was
launched
February
2021
collaborative
work
multidisciplinary
team
health-related
professionals
from
different
countries
representing
Safety,
independent
contractors.
increase
its
reach
visibility,
made
available
seven
languages,
shared
social
media
networks,
advertised
through
Facebook
English,
Georgian,
Russian,
Spanish,
Ukrainian.
explore
community
adoption
platform,
metadata
were
drawn
Google
Analytics,
Data
Studio,
YouTube
Studio.
RESULTS
262,592
users
accessed
COVID-19InfoVaccines.com
between
11,
2021,
January
31st,
2023;
greatest
observed
mid-June
mid-November
(total
N=104,041).
The
content
organized
into
themes,
most
interested
in:
general
questions;
efficacy
duration
protection;
safety;
co-administration,
dose-interval
interchangeability.
lifetime
analysis
showed
number
function
epidemiological
situation.
Moreover,
users’
inquiries
specific
topic
related
time
geographic
location.
118,510
(45.1%)
46,644
(17.7%)
scrolled
up
35%
75%
InfoVaccines
webpage,
respectively.
average
engagement
rate
71.61%
an
1
minute
27
seconds.
231
territories,
majority
located
Ukraine
(N=38,404;
14.6%),
Spain
(N=23,327;
8.9%),
Argentina
(N=21,167;
8.1%).
Older
more
than
younger
(X2
p-value<0.0001).
228
videos
YouTube.
Click-Through-Rate
(CTR)
7.82%,
4.4%,
60
having
CTR
greater
5%,
falling
range
video
(2%
-
10%).
CONCLUSIONS
been
well-used
awareness
vaccines.
Such
initiatives
are
important
ensure
can
answer
understandably
arise
introduction
vaccines,
find
when
search
online.
Easily
accessible
is
vital
counter
misinformation
which
spreads
easily
negatively
impact
decisions
individual
public
health.