Interacting with Computers,
Год журнала:
2023,
Номер
35(5), С. 566 - 577
Опубликована: Июнь 10, 2023
Abstract
We
describe
the
design
of
a
mixed-mode
study
that
illustrates
an
adaptive
approach
to
conducting
HCI
research.
This
is
resilient
circumstances
created
by
public
health
crises
such
as
COVID-19
pandemic.
based
our
around
web-based
survey
instrument
was
used
both
online
(N
=
205)
and
in
lab
29).
Both
modalities
offer
their
respective
advantages
limitations
but
complement
each
other
paint
picture
could
not
be
obtained
with
either
modality
itself.
believe
this
may
timely
helpful
for
researchers
who
moved
data
collection
during
pandemic
are
looking
ways
augment
data.
provides
potential
template
research
can
future
societal
crises.
JMIR Infodemiology,
Год журнала:
2024,
Номер
4, С. e56307 - e56307
Опубликована: Авг. 29, 2024
Background
During
health
emergencies,
effective
infodemic
management
has
become
a
paramount
challenge.
A
new
era
marked
by
rapidly
changing
information
ecosystem,
combined
with
the
widespread
dissemination
of
misinformation
and
disinformation,
magnified
complexity
issue.
For
measures
to
be
effective,
acceptable,
trustworthy,
robust
framework
ethical
considerations
is
needed.
Objective
This
systematic
scoping
review
aims
identify
analyze
procedural
principles
relevant
management,
ultimately
enhancing
effectiveness
these
practices
increasing
trust
in
stakeholders
performing
goal
safeguarding
public
health.
Methods
The
involved
comprehensive
examination
literature
related
from
2002
2022,
drawing
publications
PubMed,
Scopus,
Web
Science.
Policy
documents
material
were
included
search
strategy.
Papers
screened
against
inclusion
exclusion
criteria,
core
thematic
areas
systematically
identified
categorized
following
PRISMA
(Preferred
Reporting
Items
for
Systematic
Reviews
Meta-Analyses)
guidelines.
We
analyzed
substantive
that
crucial
guiding
actions
realms
social
listening,
as
well
principles.
In
this
review,
we
consider
are
extensively
deliberated
upon
literature,
such
equity,
justice,
or
respect
autonomy.
However,
acknowledge
existence
relevance
practices,
which
also
that,
when
implemented,
enhance
efficacy
while
ensuring
Results
Drawing
103
publications,
yielded
several
key
findings
principles,
approaches,
guidelines
practice
context
management.
Community
engagement,
empowerment
through
education,
inclusivity
emerged
quality
communication
listening
efforts,
fostering
trust,
emerging
theme
principle.
emphasized
significance
transparency,
privacy,
cybersecurity
data
collection.
Conclusions
underscores
pivotal
role
ethics
bolstering
From
body
it
becomes
evident
serve
essential
instruments
cultivating
credibility
facilitating
medium-term
long-term
viability
approaches.
Journal of the Association for Information Science and Technology,
Год журнала:
2022,
Номер
73(12), С. 1776 - 1792
Опубликована: Сен. 20, 2022
Understanding
the
factors
that
influence
trust
in
public
health
information
is
critical
for
designing
successful
campaigns
during
pandemics
such
as
COVID-19.
We
present
findings
from
a
cross-sectional
survey
of
454
US
adults-243
older
(65+)
and
211
younger
(18-64)
adults-who
responded
to
questionnaires
on
human
values,
COVID-19
sources,
attention
quality,
self-efficacy,
factual
knowledge
about
Path
analysis
showed
direct
personal
contacts
(
Abstract
Generative
AI
in
financial
analytics
is
increasingly
vital
for
interpreting
vast,
complex
datasets
to
guide
strategic
decisions
dynamic,
real-time
markets,
yet
its
technical
complexity
often
limits
non-expert
engagement.
Traditional
methods,
rooted
structured
query
language
(SQL),
depend
heavily
on
specialized
expertise,
restricting
access
business
analysts
and
decision-makers
lacking
programming
skills.
These
conventional
systems
achieve
75
percent
80
accuracy
simple
queries
but
falter
significantly
with
complex,
nested
conditions
or
multi-operator
logic,
diminishing
their
utility
today’s
fast-paced
landscape.
We
present
Kestrel
AI,
a
pioneering
algorithm
harnessing
advanced
Natural
Language
Processing
(NLP)
Retrieval-Augmented
Generation
(RAG)
convert
natural
into
precise
SQL
commands
insightful
visualizations.
With
modular,
scalable
architecture
HighChart
integration,
delivers
an
outstanding
92
average
accuracy,
substantially
outperforming
traditional
approaches
across
diverse
types,
from
basic
intricate.
Experimental
validation
shows
execution
times
averaging
0.3
seconds,
highlighting
speed
efficiency,
while
user
studies
reveal
85
of
participants,
spanning
seasoned
complete
novices,
commend
intuitive
interface
rapid
insight
delivery.
The
system
adeptly
processes
unstructured
data,
allowing
users
blend
thorough
analysis,
adapts
seamlessly
market
shifts.
By
simplifying
data
interactions
enhancing
access,
fosters
inclusive,
data-driven
decision-making
contexts.
This
work
sets
new
standard
generative
AI-driven
analytics,
offering
transformative
tool
investment
research,
organizational
collaboration
that
bridges
barriers
user-friendly
design.
The Electronic Library,
Год журнала:
2025,
Номер
unknown
Опубликована: Май 27, 2025
Purpose
This
study
aims
to
explore
the
influence
of
emotion
and
information
quality
on
processing
during
a
public
health
crisis
propose
suggestions
improve
governmental
online
from
perspective
clues.
Design/methodology/approach
Based
heuristic-systematic
model
risk
seeking
model,
users’
positive
negative
emotions
were
measured
via
affect
schedule,
their
heuristic
systematic
behaviours
for
different
levels
eye
movement
indicators
reveal
relationships
among
emotion,
behaviour.
Qualitative
data
obtained
gaze-cued
retrospective
think-aloud
technique
interviews,
content
analysis
method
was
used
internal
reasons
quantitative
results.
Findings
The
results
this
indicated
that
intensities
had
impacts
processing,
respectively,
level
positively
affected
negatively
processing.
Emotional
valence
interactive
effects
users
with
both
inclined
process
high-quality
information,
especially
emotions.
Moreover,
apt
low-quality
information.
Originality/value
enriched
expanded
theories
proposed
improving
government
social
media.
Proceedings of the Association for Information Science and Technology,
Год журнала:
2023,
Номер
60(1), С. 316 - 326
Опубликована: Окт. 1, 2023
ABSTRACT
This
paper
details
the
findings
from
a
study
investigating
efficacy
of
community‐based
and
‐organized
information
sessions
for
dispelling
public
health
misinformation
around
COVID‐19.
The
authors
used
community‐engaged
participatory
action
research
methods
to
co‐organize
town
halls
with
community
members,
groups,
officials
disseminate
COVID
two
New
Jersey
towns
townships
differing
demographic
compositions
in
late
2020
through
2021.
These
aimed
share
reliable,
trustworthy
safety
COVID‐19
pandemic.
small‐scale,
qualitative
suggests
that
this
type
hyper‐localized
session
where
residents
can
interact
local
leaders
talk
openly
about
problems
be
point
connection
people
their
community,
helps
them
access
address
localized
myriad
ways.
In
so
doing,
ways
re‐imagine
communication
practices
promote
informational
justice.
Journal of Librarianship and Information Science,
Год журнала:
2024,
Номер
unknown
Опубликована: Март 28, 2024
This
multi-lingual
study
presents
the
awareness,
perceptions,
and
behavior
regarding
COVID-19
“misinformation”
“fake
news,”
among
rural
population
of
South
Asian
(SA)
countries
Bangladesh,
India,
Pakistan.
The
survey
questionnaire
was
distributed
to
a
convenient
sample
400
respondents
from
three
most
populated
SA
selected
due
their
shared
socio-cultural
history;
limited
by
fund
availability
travel
restrictions
prevailing
lockdowns
during
data
collection
period
early
2022.
Results
indicate
that
92.98%
participants
perceived
presence
misinformation
varying
degrees
around
them
with
less
than
10%
finding
it
easy
verify
accuracy
information.
results
initially
believed
made-up
news
information
be
true
then
experienced
fear
or
uncertainty
upon
realizing
fake.
further
show
significant
differences
in
perception
when
analyzed
parameters
gender,
age,
education,
religion.
Our
highlighted
female
male
fake
them,
younger
had
them.
present
also
found
education
level
is
strong
predictor
misinformation.
Respondents
high
school
associate
master-level
degree
holders.
findings
lack
media
literacy,
vast
majority
individuals
being
susceptible
false
will
help
healthcare
professionals,
social
workers,
extension
policymakers
deal
Infodemic
assist
designing
health
literacy
programs
across
region.
BACKGROUND
During
health
emergencies,
effective
infodemic
management
has
become
a
paramount
challenge.
A
new
era
marked
by
rapidly
changing
information
ecosystem,
combined
with
the
widespread
dissemination
of
misinformation
and
disinformation,
magnified
complexity
issue.
For
measures
to
be
effective,
acceptable,
trustworthy,
robust
framework
ethical
considerations
is
needed.
OBJECTIVE
This
systematic
scoping
review
aims
identify
analyze
procedural
principles
relevant
management,
ultimately
enhancing
effectiveness
these
practices
increasing
trust
in
stakeholders
performing
goal
safeguarding
public
health.
METHODS
The
involved
comprehensive
examination
literature
related
from
2002
2022,
drawing
publications
PubMed,
Scopus,
Web
Science.
Policy
documents
material
were
included
search
strategy.
Papers
screened
against
inclusion
exclusion
criteria,
core
thematic
areas
systematically
identified
categorized
following
PRISMA
(Preferred
Reporting
Items
for
Systematic
Reviews
Meta-Analyses)
guidelines.
We
analyzed
<i>substantive
principles</i>
that
crucial
guiding
actions
realms
social
listening,
as
well
<i>procedural
principles</i>.
In
this
review,
we
consider
are
extensively
deliberated
upon
literature,
such
equity,
justice,
or
respect
autonomy.
However,
acknowledge
existence
relevance
practices,
which
also
that,
when
implemented,
enhance
efficacy
while
ensuring
substantive
principles.
RESULTS
Drawing
103
publications,
yielded
several
key
findings
principles,
approaches,
guidelines
practice
context
management.
Community
engagement,
empowerment
through
education,
inclusivity
emerged
quality
communication
listening
efforts,
fostering
trust,
emerging
theme
principle.
emphasized
significance
transparency,
privacy,
cybersecurity
data
collection.
CONCLUSIONS
underscores
pivotal
role
ethics
bolstering
From
body
it
becomes
evident
serve
essential
instruments
cultivating
credibility
facilitating
medium-term
long-term
viability
approaches.
BMJ,
Год журнала:
2024,
Номер
unknown, С. e078464 - e078464
Опубликована: Окт. 7, 2024
Trust
is
fundamental
to
cooperation,
essential
in
times
of
crisis.
Researching
and
understanding
trust
networks
perceptions
trustworthiness
therefore
crucial
preparing
for
future
health
shocks,
write
Heidi
Larson
colleagues
