Artificial intelligence significantly facilitates development in the mental health of college students: a bibliometric analysis
Jing Chen,
Dongfeng Yuan,
Ruotong Dong
и другие.
Frontiers in Psychology,
Год журнала:
2024,
Номер
15
Опубликована: Март 7, 2024
Objective
College
students
are
currently
grappling
with
severe
mental
health
challenges,
and
research
on
artificial
intelligence
(AI)
related
to
college
health,
as
a
crucial
catalyst
for
promoting
psychological
well-being,
is
rapidly
advancing.
Employing
bibliometric
methods,
this
study
aim
analyze
discuss
the
AI
in
student
health.
Methods
Publications
pertaining
were
retrieved
from
Web
of
Science
core
database.
The
distribution
publications
analyzed
gage
predominant
productivity.
Data
countries,
authors,
journal,
keywords
using
VOSViewer,
exploring
collaboration
patterns,
disciplinary
composition,
hotspots
trends.
Results
Spanning
2003
2023,
encompassed
1722
publications,
revealing
notable
insights:
(1)
gradual
rise
annual
reaching
its
zenith
2022;
(2)
Journal
Affective
Disorders
Psychiatry
Research
emerged
most
productive
influential
sources
field,
significant
contributions
China,
United
States,
their
affiliated
higher
education
institutions;
(3)
primary
issues
depression
anxiety,
machine
learning
having
widest
range
applications;
(4)
an
imperative
enhanced
international
interdisciplinary
collaboration;
(5)
factors
influencing
applications.
Conclusion
This
provides
succinct
yet
comprehensive
overview
facilitating
nuanced
understanding
prospective
applications
Professionals
can
leverage
discern
advantages,
risks,
potential
impacts
critical
field.
Язык: Английский
Research trend of epigenetics and depression: adolescents' research needs to strengthen
Dongfeng Yuan,
Yitong Meng,
Zhongzhu Ai
и другие.
Frontiers in Neuroscience,
Год журнала:
2024,
Номер
17
Опубликована: Янв. 5, 2024
Objective
With
its
high
prevalence,
depression's
pathogenesis
remains
unclear.
Recent
attention
has
turned
to
the
interplay
between
depression
and
epigenetic
modifications.
However,
quantitative
bibliometric
analyses
are
lacking.
This
study
aims
visually
analyze
epigenetics
trends,
utilizing
tools,
while
comprehensively
reviewing
mechanisms.
Methods
Utilizing
Web
of
Science
core
dataset,
we
collected
epigenetics-related
studies.
Employing
VOSViewer
software,
visualized
data
on
authors,
countries,
journals,
keywords.
A
ranking
table
highlighted
field
leaders.
Results
Analysis
encompassed
3,469
studies
published
from
January
2002
June
2023.
Key
findings
include:
(1)
Gradual
publication
growth,
peaking
in
2021;
(2)
The
United
States
research
institutions
leading
contributions;
(3)
Need
for
enhanced
collaborations,
spanning
international
interdisciplinary
efforts;
(4)
Keyword
clustering
revealed
five
main
themes—early-life
stress,
microRNA,
genetics,
DNA
methylation,
histone
acetylation—highlighting
hotspots;
(5)
Limited
focus
adolescent
epigenetics,
warranting
increased
attention.
Conclusion
Taken
together,
this
trends
hotspots
research,
underscoring
global
collaboration,
fusion,
multi-omics
data's
importance.
It
discussed
detail
potential
mechanisms
diagnosis
treatment,
advocating
field.
Insights
aid
researchers
shaping
their
investigative
paths
toward
understanding
antidepressant
interventions.
Язык: Английский
Unleashing the potential of chatbots in mental health: bibliometric analysis
Frontiers in Psychiatry,
Год журнала:
2025,
Номер
16
Опубликована: Фев. 4, 2025
Background
The
proliferation
of
chatbots
in
the
digital
mental
health
sector
is
gaining
momentum,
offering
a
promising
solution
to
address
pressing
shortage
professionals.
By
providing
accessible
and
convenient
services
support,
are
poised
become
primary
technological
intervention
bridging
gap
between
needs
available
resources.
Objective
This
study
undertakes
thorough
bibliometric
analysis
discourse
on
applications
health,
with
objective
elucidating
underlying
scientific
patterns
that
emerge
at
intersection
chatbot
technology
care
global
scale.
Methods
software
Biblioshiny
VOSviewer
were
used
conduct
comprehensive
261
articles
published
Web
Science
Core
Collection
2015
2024.
Publications
distribution
analyzed
measure
productivity
countries,
institutions,
sources.
Scientific
collaboration
networks
generated
analyze
influence
as
well
communications
countries
institutions.
Research
topics
trends
formulated
by
using
keyword
co-occurrence
network.
Results
Over
last
decade,
researches
utilization
has
appeared
be
increasing
steadily
an
annual
rate
46.19%.
United
States
have
made
significant
contributions
development
expansion
publications,
accounting
for
27.97%
total
research
output
2452
citation
counts.
England
came
second
US
terms
publications
citations,
followed
Australia,
China,
France.
National
Center
France
ranked
first
among
all
Imperial
College
London
University
Zurich.
number
Journal
Medical
Internet
was
exceptionally
high,
12.26%
articles,
JMIR
Mental
Health
most
influential
publication
sources
average
citations
per
article.
Collaboration
universities
USA,
Kingdom,
Switzerland,
Singapore
demonstrated
high
level.
network
highlights
prominent
techniques
this
multidisciplinary
area
reveals
5
topics,
showing
overlap
clusters.
High-frequency
such
“ChatGPT”,
“machine
learning”,
“large
language
models”
underscore
current
state
research,
highlighting
cutting-edge
advancements
frontiers
field.
Conclusions
provides
in-depth
status,
associated
over
decade.
It
offers
insights
professionals
without
AI
background
individuals
interested
chatbots.
findings
suggest
hold
role
promoting
well-being
exhibit
considerable
potential
demonstrating
empathy,
curiosity,
understanding,
collaborative
capabilities
users.
Язык: Английский
Research status and trends of physical activity on depression or anxiety: a bibliometric analysis
Frontiers in Neuroscience,
Год журнала:
2024,
Номер
18
Опубликована: Март 22, 2024
Background
Anxiety
and
depression
are
prevalent
mental
disorders.
As
modern
society
continues
to
face
mounting
pressures,
the
incidence
of
anxiety
is
on
rise.
In
recent
years,
there
has
been
an
increasing
breadth
research
exploring
relationship
between
anxiety,
depression,
physical
activity
(PA).
However,
current
progress
future
development
trends
unclear.
The
purpose
this
study
explore
hotspots
in
field,
provide
guidance
for
studies
some
reference
clinicians.
Methods
We
searched
relevant
literature
Web
Science
Core
Collection
from
establishment
database
August
15,
2023.
CiteSpace,
VOSviewer
Bibliometrix
Packages
based
R
language
were
used
analyze
number
publications,
countries,
institutions,
journals,
authors,
references,
keywords.
Results
A
total
1,591
included
analysis,
field
PA
or
consistently
expanded.
USA
(304
publications),
Harvard
University
(93
journal
affective
disorders
(97
publications)
journals
that
published
highest
articles,
respectively.
According
keywords,
students
pregnant
women,
adult
neurogenesis,
Tai
Chi
groups
concern,
physiological
pathological
mechanisms,
type
interest,
Conclusion
experiencing
ongoing
expansion.
Clinicians
can
consider
advising
patients
take
mind–body
exercise
improve
mood.
addition,
researchers
its
impact
specific
populations,
neurogenesis
various
depression.
Язык: Английский