Journal of Medical Internet Research,
Journal Year:
2024,
Volume and Issue:
26, P. e51376 - e51376
Published: Sept. 4, 2024
Background
Digital
mental
health
interventions
(DMHIs)
are
increasingly
recognized
as
potential
solutions
for
adolescent
health,
particularly
in
low-
and
middle-income
countries
(LMICs).
The
United
Nations’
Sustainable
Development
Goals
universal
coverage
instrumental
tools
achieving
all.
Within
this
context,
understanding
the
design,
evaluation,
well
barriers
facilitators
impacting
engagement
with
care
through
DMHIs
is
essential.
Objective
This
scoping
review
aims
to
provide
insights
into
current
landscape
of
adolescents
LMICs.
Methods
Joanna
Briggs
Institute
methodology
was
used,
following
recommendations
PRISMA-ScR
(Preferred
Reporting
Items
Systematic
Reviews
Meta-Analyses
Extension
Scoping
Reviews).
Our
search
strategy
incorporated
3
key
concepts:
population
"adolescents,"
concept
"digital
interventions,"
context
"LMICs."
We
adapted
various
databases,
including
ACM
Library,
APA
PsycINFO,
Cochrane
Google
Scholar
(including
gray
literature),
IEEE
Xplore,
ProQuest,
PubMed
(NLM),
ScienceDirect,
Scopus,
Web
Science.
articles
were
screened
against
a
specific
eligibility
criterion
from
January
2019
March
2024.
Results
analyzed
20
papers
focusing
on
conditions
among
adolescents,
such
depression,
well-being,
anxiety,
stigma,
self-harm,
suicide
ideation.
These
delivered
diverse
formats,
group
delivery
self-guided
interventions,
support
professionals
or
involving
lay
professionals.
study
designs
evaluation
encompassed
range
methodologies,
randomized
controlled
trials,
mixed
methods
studies,
feasibility
studies.
Conclusions
While
there
have
been
notable
advancements
LMICs,
research
base
remains
limited.
Significant
knowledge
gaps
persist
regarding
long-term
clinical
benefits,
maturity
readiness
LMIC
digital
infrastructure,
cultural
appropriateness,
cost-effectiveness
across
heterogeneous
settings.
Addressing
these
necessitates
large-scale,
co-designed,
culturally
sensitive
DMHI
trials.
Future
work
should
address
this.
JMIR Formative Research,
Journal Year:
2023,
Volume and Issue:
7, P. e51423 - e51423
Published: Nov. 30, 2023
Background
There
is
an
urgent
need
for
scalable
psychological
treatments
to
address
adolescent
depression
in
low-resource
settings.
Digital
mental
health
interventions
have
many
potential
advantages,
but
few
been
specifically
designed
or
rigorously
evaluated
with
adolescents
sub-Saharan
Africa.
Objective
This
study
had
2
main
objectives.
The
first
was
describe
the
user-centered
development
of
a
smartphone
app
that
delivers
behavioral
activation
(BA)
treat
among
rural
South
Africa
and
Uganda.
second
summarize
findings
from
multicycle
usability
testing.
Methods
An
iterative
agile
design
approach
used
co-design
ensure
it
engaging,
culturally
relevant,
usable
target
populations.
array
qualitative
methods,
including
focus
group
discussions,
in-depth
individual
interviews,
participatory
workshops,
testing,
extensive
expert
consultation,
iteratively
refine
throughout
each
phase
development.
Results
A
total
160
Uganda
were
involved
process.
built
be
consistent
principles
BA
supported
by
brief
weekly
phone
calls
peer
mentors
who
would
help
users
overcome
barriers
engagement.
Drawing
on
formative
work,
we
applied
narrative
game
format
develop
Kuamsha
app.
taught
using
storytelling
techniques
elements.
stories
developed
collaboratively
sites
included
decision
points
allowed
shape
narrative,
character
personalization,
in-app
points,
notifications.
Each
story
consists
6
modules
(“episodes”)
played
sequential
order,
covers
different
skills.
Between
modules,
encouraged
work
activities
report
their
progress
mood
as
they
completed
these
activities.
results
testing
showed
acceptable
terms
Conclusions
uniquely
delivered
via
interactive
tailored
African
Ugandan
contexts.
Further
studies
are
currently
underway
examine
intervention’s
feasibility,
acceptability,
efficacy
reducing
depressive
symptoms.
World Journal of Psychiatry,
Journal Year:
2024,
Volume and Issue:
14(3), P. 350 - 361
Published: March 19, 2024
Low-
and
middle-income
countries
(LMICs)
bear
the
greater
share
of
global
mental
health
burden
but
are
ill-equipped
to
deal
with
it
because
severe
resource
constraints
leading
a
large
treatment
gap.
The
remote
provision
services
by
digital
means
can
effectively
augment
conventional
in
LMICs
reduce
Digital
psychiatry
has
always
lagged
behind
high-income
countries,
there
have
been
encouraging
developments
last
decade.
There
is
increasing
research
on
efficacy
psychiatric
interventions.
However,
evidence
not
adequate
conclude
that
interventions
invariably
effective
LMICs.
A
striking
development
rise
mobile
smartphone
ownership
LMICs,
which
driven
use
technologies
deliver
services.
An
innovative
optimize
task-shifting,
involves
delivering
healthcare
community
settings
using
non-specialist
professionals.
Emerging
from
shows
possible
tools
train
workers
ensure
psychosocial
they
efficacious.
Despite
these
promising
developments,
many
barriers
such
as
service
costs,
underdeveloped
infrastructure,
lack
trained
professionals,
significant
disparities
access
impede
progress
To
overcome
barriers,
should
address
contextual
factors
influencing
delivery
services,
collaboration
between
different
stakeholders,
focus
reducing
divide.
Increasingly
large
numbers
of
people
are
using
digital
weight-loss
services
(DWLSs)
to
treat
overweight
or
obesity.
Although
it
is
widely
agreed
that
modalities
improve
access
care
in
general,
obesity
stakeholders
remain
concerned
many
DWLSs
not
comprehensive
sustainable
enough
deliver
meaningful
health
outcomes.
This
study
adopted
a
mixed-methods
approach
assess
why
and
after
how
long
patients
tend
discontinue
Austral-ia’s
largest
DWLS,
program
combines
behavioural
pharmacological
therapy
under
the
guidance
multidisciplinary
team.
We
found
cohort
who
commenced
Eucalyptus
DWLS
between
January
June
2022
(n=5604),
mean
adherence
was
171.2
(±158.2).
Inadequate
supply
patient’s
desired
Glucose-like
peptide-1
receptor
agonist
medication
most
common
reason
for
discontinuation
(43.7%),
followed
by
cost
(26.2%),
result
dissatisfaction
(9.9%),
service
(7.2%).
Statistical
tests
revealed
ethnicity
age
both
had
significant
effect
on
patient
adherence.
These
findings
suggest
have
potential
comprehensive,
continuous
care,
but
models
need
upon
one
observed
Australia
maximise
Health Promotion International,
Journal Year:
2025,
Volume and Issue:
40(1)
Published: Jan. 17, 2025
Abstract
Public
disclosures
of
mental
health
problems
on
social
media
represent
a
potentially
powerful
informal
avenue
for
increasing
literacy
and
reducing
public
stigma
in
relation
to
people
with
problems.
We
investigated
whether
the
audience
reported
any
reduction
their
own
toward
after
exposure
disclosures.
also
examined
self-reported
was
associated
characteristics
members,
disclosers
disclosure
messages.
used
Prolific
obtain
convenience
sample
(N
=
803)
adults
who
had
been
exposed
disclosure.
administered
an
online
survey
participants
conducted
series
logistic
regressions
identify
associations
between
disclosure-related
reduction.
Our
findings
showed
that
certain
aspects
messaging
process
appeared
be
These
included
explicit
diagnoses
from
disclosers,
particular
message
themes
such
as
psychosocial
causes
ill
health,
positive
echoing
comments
other
users.
In
addition,
members
greater
levels
empathy
toward,
perceived
similarity
identification
tended
report
reduced
stigma.
contribute
evidence
base
underpinning
how,
when
which
have
potential
They
can
further
help
inform
future
promotion
practices
aiming
mitigate
health-related
at
population
level.
Future
research
may
focus
more
dynamics
match
audiences
effects
Studies in Family Planning,
Journal Year:
2025,
Volume and Issue:
56(1), P. 9 - 39
Published: March 1, 2025
Abstract
Depression
and
anxiety
symptoms
are
associated
with
increased
unmet
need
for
family
planning
(FP)
postpartum,
yet
solutions
promoting
the
integration
of
mental
health
into
FP
service
settings
remain
scarce.
The
aims
this
study
were
to
quantitatively
examine
immediate
longer
term
effects
participation
in
a
group‐based
cognitive
behavioral
therapy
(CBT)
intervention
called
Mothers
Time
on
(1)
depression
anxiety,
(2)
use
modern
method,
(3)
intermediate
FP‐related
factors
among
postpartum
women
Ethiopia.
Building
from
lessons
learned
during
feasibility
study,
we
implemented
cluster
randomized
controlled
design,
structured
interviews
delivered
before
(baseline),
immediately
following
(endline),
fourxst
months
after
implementation
(follow‐up).
A
total
302
recruited
10
clusters
northwest
In
comparison
control
where
participants
received
standard
care,
showed
significantly
greater
reductions
both
baseline
follow‐up.
Modern
also
more
as
compared
Results
suggest
that
holistic
services
consider
can
reduce
support
fulfilling
their
reproductive
intentions.
Digital Health,
Journal Year:
2025,
Volume and Issue:
11
Published: Jan. 1, 2025
Introduction
Digital
mental
health
(DMH)
enhances
access
to
healthcare,
particularly
in
low-
and
middle-income
countries
where
investment
healthcare
is
low.
However,
utilization
among
young
people
(YP)
This
study
aimed
explore
YP's
perceptions
of
the
barriers
using
DMH
interventions
low-resource
settings.
Methods
A
qualitative
descriptive
approach
was
used.
Six
face-to-face
focus
group
discussions
were
conducted
with
50
YP
from
nine
universities
Uganda.
The
median
age
24
years
(range
21–25
years)
respondents
drawn
diverse
academic
programmes
majority
being
medical
students
(54%).
thematic
used
interpret
results.
Results
Three
themes
identified
data
including
services,
perceived
utilization,
suggestions
for
enhancement
Most
had
a
positive
attitude
towards
DMH.
included
fear
stigma,
affordability,
inequitable
access,
privacy
confidentiality
concerns,
app-related
challenges.
Access
use
can
be
enhanced
through
public
engagement,
creating
awareness,
training,
affordable
interventions.
Conclusion
deemed
important
extending
YP,
systems
traditional
services
are
not
readily
available.
several
factors
hinder
equitable
There
need
long-term
digital
technologies.
JMIR Infodemiology,
Journal Year:
2025,
Volume and Issue:
5, P. e65610 - e65610
Published: Feb. 24, 2025
Background
Hikikomori
syndrome
is
a
form
of
severe
social
withdrawal
prevalent
in
Japan
but
also
worldwide
psychiatric
issue.
Twitter
(subsequently
rebranded
X)
offers
valuable
insights
into
personal
experiences
with
mental
health
conditions,
particularly
among
isolated
individuals
or
hard-to-reach
populations.
Objective
This
study
aimed
to
examine
trends
firsthand
and
secondhand
reported
on
between
2021
2023
the
Japanese
language.
Methods
Tweets
were
collected
using
academic
research
application
programming
interface
filtered
for
following
keywords:
“#引きこもり,”
“#ひきこもり,”
“#hikikomori,”
“#ニート,”
“#脱ひきこもり,”
“#不登校,”
“#自宅警備員.”
The
Bidirectional
Encoder
Representations
From
Transformers
language
model
was
used
analyze
all
Japanese-language
posts
collected.
Themes
subthemes
then
inductively
coded
in-depth
exploration
topic
clusters
relevant
first-
hikikomori
syndrome.
Results
We
2,018,822
tweets,
which
narrowed
down
379,265
(18.79%)
tweets
from
January
2023.
After
examining
output
by
model,
4
topics
determined
be
aims.
A
total
400
most
highly
interacted
these
manually
annotated
inclusion
exclusion,
148
(37%)
89
unique
users
identified
as
experiences.
Of
71
(48%)
accounts,
77
(52%)
accounts.
Within
reports,
themes
included
seeking
support,
anecdotes,
debunking
misconceptions,
emotional
ranting.
giving
advice,
advocacy
against
negative
stigma
hikikomori.
Conclusions
provides
new
web-based
regarding
specific
Japanese-speaking
Although
not
yet
found
diagnostic
manuals
classifying
disorders,
rise
lifestyles
consequence
COVID-19
pandemic
has
increased
importance
discussions
spaces.
results
indicate
that
media
platforms
may
represent
space
those
experiencing
engage
interaction,
stigmatization,
participation
community
can
maintained
through
barrier
minimized
sense
anxiety.
Medical Education Online,
Journal Year:
2024,
Volume and Issue:
29(1)
Published: July 6, 2024
The
stigma
of
nursing
students
towards
people
with
mental
illness
(PMI)
creates
significant
barriers
to
diagnosis,
treatment,
and
recovery
for
those
PMI.
It
can
also
have
a
impact
on
the
future
career
choices
in
field
psychiatry.
Current
research
has
found
various
influencing
factors,
including
personal
characteristics
educational
influences.
However,
comprehensive
analysis
that
encompasses
all
aspects
is
lacking.
aim
study
was
conduct
convergent
mixed‐method
systematic
review
synthesize
factors
PMI
according
Framework
Integrating
Normative
Influences
Stigma
(FINIS)
at
micro,
meso,
macro
levels.
PubMed,
Web
Science,
Cochrane
Library,
EMBASE,
CINAHL
PsycINFO
were
searched
from
1990
31
December
2023.
reference
lists
included
literature
further
checked
identify
potentially
relevant
articles.
Two
authors
independently
screened
titles,
abstracts,
full-text
articles
extracted
data.
Study
quality
assessed
by
two
using
Mixed
Method
Appraisal
Tool
(MMAT).
A
total
4865
initially
retrieved,
73
these
included.
results
suggested
influenced
meso
At
each
FINIS
level,
most
frequent
are
characteristics,
treatment
system
media
images.
Numerous
interconnected
exert
an
influence
among
students.
Our
be
used
facilitators
students'
provide
supporting
information
interventions
designed
reduce
this
stigma.