Enhancing epidemic preparedness: a data-driven system for managing respiratory infections
BMC Infectious Diseases,
Год журнала:
2025,
Номер
25(1)
Опубликована: Фев. 3, 2025
Effective
epidemic
preparedness
is
critical
for
minimizing
the
health
and
societal
impacts
of
viral
respiratory
infections.
This
study
details
development
a
data-driven
early
warning
system
(EWS)
designed
to
improve
outbreak
detection
response
utilizing
data
integration
visualization
capabilities
Microsoft
Power
BI.
research
utilized
structured
three-phase
approach
design
infections
(RIs)
management
dashboard.
Phase
1,
focused
on
identifying
variables
through
literature
reviews
expert
interviews.
In
2,
BI
was
employed
dashboard
development,
integrating
from
diverse
sources.
3
involved
usability
testing
with
professionals
who
evaluated
navigation,
accuracy,
decision-support
features,
providing
feedback
enhance
clarity
filtering
capabilities.
Key
categories
include
individual-level
variables,
such
as
age,
symptoms,
vaccination
records,
alongside
population-level
metrics
like
infection
rates
regional
coverage
enabling
functionalities
high-risk
individuals,
tracking
dynamics,
optimizing
resource
allocation.
The
dashboard,
developed
using
visualizes
epidemiological
trends,
intervention
outcomes,
utilization.
A
relational
database
schema
ensures
efficient
retrieval,
facilitating
comprehensive
analysis.
prototype
EWS
represents
scalable
integrative
framework
aimed
at
enhancing
public
applications,
particularly
in
context
By
incorporating
sectors,
offers
decision-makers
access
indicators,
supporting
improved
management.
Its
potential
unify
institutions
underscores
its
value
fostering
more
cohesive
effective
preparedness.
Nevertheless,
while
demonstrates
significant
promise,
further
evaluation
real-world
settings
essential
determine
practical
impact
outcomes
ability
mitigate
crises.
Язык: Английский
Procedural Recommendations for Effective Staff Safety Monitoring Practices in ABA Organizations Serving Individuals With Challenging Behaviors
Behavioral Interventions,
Год журнала:
2025,
Номер
40(2)
Опубликована: Март 31, 2025
ABSTRACT
In
this
paper,
we
describe
how
an
inpatient
unit
that
specializes
in
the
assessment
and
treatment
of
severe
challenging
behavior
reports
monitors
staff
injuries.
Our
models
follow
principles
behavior‐based
safety
(BBS)
behavioral
skills
training
(BST)
integrated
within
interdisciplinary
model.
Several
strategies
for
recording,
graphically
displaying,
categorizing,
evaluating
injury
data
are
presented.
Язык: Английский
NAVIGATING THE UNKNOWN: HOW HEALTHCARE ENTREPRENEURS MANAGE UNCERTAINTY
Journal of Developmental Entrepreneurship,
Год журнала:
2024,
Номер
29(02)
Опубликована: Июнь 1, 2024
Healthcare
entrepreneurs
(HCEs)
develop
and
implement
solutions
to
improve
processes,
structures,
practices.
Unfortunately,
they
also
operate
in
environments
with
multiple
levels
of
uncertainty
because
their
industry’s
unpredictable,
nonlinear,
risk-averse
features.
Moreover,
entrepreneurial
has
been
underexplored
the
healthcare
context.
This
empirical
study
examines
HCEs’
management
processes
throughout
process.
In-depth
interviews
were
conducted
25
for-profit
social
HCEs
across
nine
sectors
nineteen
different
states
within
United
States.
We
used
a
mixed
methods
qualitative
approach
analyze,
interpret
visualize
data,
including
constant
comparative
lexical
analyses.
Interview
data
reveals
experience
five
major
uncertainties
utilize
distinct
strategies
manage
those
uncertainties.
Findings
highlight
effect
external
environmental
conditions
on
uncertainty,
complexity
interconnectedness
uncertainties,
willingness
wide
repertoire
cope
communication’s
central
role
provide
practical
advice
educational,
training
professional
development
initiatives
for
aspiring,
novice
experienced
HCEs.
Язык: Английский
A Prototype for Monitoring the Continuing Education of Indigenous Health Professionals: A Study with the Indigenous Health Secretariat of the Brazilian Ministry of Health
Опубликована: Авг. 6, 2024
This
study
proposes
a
prototype
(Business
Intelligence)
for
monitoring
the
continuing
education
of
indigenous
health
professionals
at
Secretariat
Indigenous
Health
(SESAI)
Brazil’s
Ministry
(MS).
The
builds
on
SESAI/MS
staff
knowledge
and
takes
into
account
char-acteristics
demands
34
Special
Districts
(DSEIs).
provides
information
managing
in
order
to
meet
strategic
goals.
By
im-proving
effectiveness
efficiency
who
serve
Bra-zil’s
population,
we
will
be
acting
directly
access
issues
improving
quality
life
population.
Язык: Английский
A Prototype for Monitoring the Continuing Education of Indigenous Health Professionals: A Study with the Indigenous Health Secretariat of the Brazilian Ministry of Health
Education Sciences,
Год журнала:
2024,
Номер
14(10), С. 1055 - 1055
Опубликована: Сен. 27, 2024
This
study
proposes
a
prototype
(Business
Intelligence)
for
monitoring
the
continuing
education
of
indigenous
health
professionals
in
Secretariat
Indigenous
Health
(SESAI)
Brazil’s
Ministry
(MS).
The
builds
on
SESAI/MS
staff
knowledge
and
takes
into
account
characteristics
demands
34
Special
Districts
(DSEIs).
provides
information
managing
order
to
meet
strategic
goals.
By
improving
effectiveness
efficiency
who
serve
population,
we
will
be
acting
directly
access
issues
quality
life
population.
Язык: Английский