Big Data Research for Diabetes-Related Diseases Using the Korean National Health Information Database
Diabetes & Metabolism Journal,
Journal Year:
2025,
Volume and Issue:
49(1), P. 13 - 21
Published: Jan. 1, 2025
The
Korean
National
Health
Information
Database
(NHID),
which
contains
nationwide
real-world
claims
data
including
sociodemographic
data,
health
care
utilization
screening
and
healthcare
provider
information,
is
a
powerful
resource
to
test
various
hypotheses.
It
also
longitudinal
in
nature
due
the
recommended
checkup
every
2
years
appropriate
for
long-term
follow-up
study
as
well
evaluating
relationships
between
outcomes
changes
parameters
such
lifestyle
factors,
anthropometric
measurements,
laboratory
results.
However,
because
these
are
not
collected
research
purposes,
precise
operational
definitions
of
diseases
required
facilitate
big
analysis
using
NHID.
In
this
review,
we
describe
characteristics
NHID,
used
related
diabetes,
introduce
representative
diabetes-related
Language: Английский
Social determinants of health and type 2 diabetes in Asia
Journal of Diabetes Investigation,
Journal Year:
2025,
Volume and Issue:
unknown
Published: March 18, 2025
ABSTRACT
Type
2
diabetes
mellitus
(T2DM)
is
a
major
global
public
health
challenge
driven
by
complex
interplay
of
genetic,
environmental,
and
social
factors.
This
review
highlights
the
effects
determinants
(SDOH)
on
T2DM
in
Asia,
where
rapid
urbanization,
worsening
air
pollution,
distinct
socioeconomic
structures
uniquely
influence
disease
outcomes.
Key
SDOH
domains,
status
(education,
income,
occupation),
physical
environment,
food
healthcare
access,
context,
were
analyzed
for
their
associations
with
prevalence,
progression,
management.
Among
these,
environmental
lifestyle
shifts
have
emerged
as
particularly
influential
factors
Asia.
Air
fine
particulate
matter,
has
been
increasingly
linked
to
insulin
resistance
risk
Asian
populations.
Additionally,
urbanization
changing
environments
contribute
rising
incidence
through
dietary
patterns.
Across
diverse
systems
countries,
primary
care
remains
universally
critical
component
addressing
issues.
capital
cohesion
serve
protective
factors,
whereas
isolation
heightens
vulnerabilities.
These
insights
underscore
importance
strategies
combat
Future
research
should
prioritize
longitudinal
studies
culturally
tailored
interventions
reduce
region's
burden.
Language: Английский
Suicide Risk and Living Alone With Depression or Anxiety
JAMA Network Open,
Journal Year:
2025,
Volume and Issue:
8(3), P. e251227 - e251227
Published: March 26, 2025
Importance
Living
alone
and
mental
health
disorders,
including
depression
anxiety,
are
associated
with
high
suicide
risk,
but
their
combined
impact
remains
underexplored.
Objective
To
examine
the
association
of
living
arrangements
or
anxiety
risk.
Design,
Setting,
Participants
This
population-based
cohort
study
used
data
from
Korean
National
Health
Insurance
Service
database
January
1,
2009,
to
December
31,
2021,
that
included
adults
aged
20
years
older
who
participated
in
General
Screening
Program
Korea
2009.
Individuals
incomplete
those
died
by
within
first
year
were
excluded
minimize
possibility
reverse
causation.
Data
analyzed
28,
2023,
27,
2024.
Exposures
arrangements,
categorized
as
(≥5
years)
others,
determined
using
International
Statistical
Classification
Diseases
Related
Problems,
Tenth
Revision
codes.
Main
Outcomes
Measures
The
primary
outcome
was
death
suicide,
identified
through
national
records.
Multivariable
Cox
proportional
hazards
regression
models
estimate
adjusted
hazard
ratios
(AHRs)
95%
CIs
for
Results
3
764
279
(mean
[SD]
age,
47.2
[14.0]
years;
55.8%
male).
Of
these
individuals,
112
460
(3.0%)
had
depression,
232
305
(6.2%)
319
993
(8.5%)
lived
alone.
Compared
individuals
neither
nor
alone,
both
exhibited
a
558%
increased
risk
(AHR,
6.58
[95%
CI,
4.86-8.92]).
290%
3.91
2.96-5.16]),
90%
1.90
1.48-2.43]).
AHRs
higher
between
among
middle-aged
(aged
40
64
men
compared
other
demographic
groups.
Conclusions
Relevance
In
this
an
particularly
men.
These
findings
underscore
importance
preventing
illness,
such
while
addressing
critical
factor
assessments
conditions.
Language: Английский