SSRN Electronic Journal,
Journal Year:
2021,
Volume and Issue:
unknown
Published: Jan. 1, 2021
Service
providers
increasingly
offer
goal
enabling
technologies
(GETs)
in
the
pursuit
of
becoming
more
customer-centric.
The
popularity
GETs
is
based
on
assumption
that
customers
to
set
service
specific
goals
can
improve
both
service's
value
customer
and
customer's
service.
Firms
need
know
whether
this
holds
there
are
boundary
conditions
govern
where
does
not
hold.
We
use
panel
data
from
an
investment
services
provider
introduced
a
GET
examine
how
who
specified
with
changed
their
behavior
thereby
lifetime
value.
leverage
synthetic
control
structural
matching
method
enable
estimation
changes
for
setters
relative
comparable
group.
results
indicate
introduction
increases
customers'
goal-congruent
which
turn
improves
also
impact
depends
several
characteristics,
namely
perceived
attainment
difficulty,
motivation,
commitment
at
time
setting.
An
inverted
U-shape
each
these
characteristics
identified,
feature
guide
practitioners
personalize
optimize
performance
firms.
Nutrients,
Journal Year:
2023,
Volume and Issue:
15(15), P. 3476 - 3476
Published: Aug. 6, 2023
Smartphone
apps
might
provide
an
opportunity
to
support
the
Dietary
Approaches
Stop
Hypertension
(DASH)
diet,
a
healthy
diet
designed
help
lower
blood
pressure.
This
study
evaluated
DASH
self-management
based
on
their
quality,
likely
effectiveness,
and
data
privacy/security
identify
most
suitable
app(s).
A
systematic
search
content
analysis
were
conducted
of
all
available
in
Google
Play
Apple
App
Store
UK
November
2022.
Apps
included
if
they
provided
tracking.
previous
literature
review
found
some
commercial
not
app
store
search,
these
also
this
review.
Three
reviewers
used
Quality
Evaluation
Tool
(AQEL)
assess
each
app’s
quality
across
seven
domains:
knowledge
acquisition,
skill
development,
behaviour
change,
purpose,
functionality,
appropriateness
for
adults
with
hypertension.
Domains
score
8
or
higher
considered
high-quality.
Two
assessed
apps’
privacy
security
then
coded
Behaviour
change
techniques
(BCTs)
linked
Theoretical
Domain
Framework
(TDF)
underpinning
effectiveness
apps.
Seven
assessed,
showing
limited
availability
supporting
self-management.
The
AQEL
assessment
showed
that
three
scored
than
eight
domains.
Nineteen
BCTs
apps,
nine
TDF
action
mechanisms
may
behaviours.
Four
met
standards
security.
All
self-monitoring
functionality
had
sufficient
theoretical
basis
demonstrate
effectiveness.
However,
significant
shortcomings.
Only
two
NOOM
To
TEN,
have
both
adequate
thus
deemed
JMIR Mental Health,
Journal Year:
2025,
Volume and Issue:
12, P. e67190 - e67190
Published: April 4, 2025
Abstract
Background
Mental
health
issues
like
occupational
stress
and
burnout,
compounded
with
the
after-effects
of
COVID-19,
have
affected
care
professionals
(HCPs)
around
world.
Digital
mental
interventions
(DMHIs)
can
be
accessible
effective
in
supporting
well-being
among
HCPs.
However,
low
engagement
rates
DMHIs
are
frequently
reported,
limiting
potential
effectiveness.
More
evidence
is
needed
to
reveal
factors
that
impact
HCPs’
decision
adopt
engage
DMHIs.
Objective
This
study
aims
explore
motivation
identify
key
affecting
their
engagement.
Amongst
these,
we
include
cultural
impacting
DMHI
perception
Methods
We
used
a
mixed
method
approach,
cross-sectional
survey
(n=438)
semistructured
interviews
(n=25)
HCPs
from
United
Kingdom
China.
Participants
were
recruited
one
major
public
hospital
each
country.
Results
Our
results
demonstrated
generally
rate
2
countries.
Several
affect
identified,
including
belonging
underrepresented
ethnic
groups,
limited
knowledge,
perceived
need,
lack
time,
needs
for
relevance
personal-based
support,
elements
self-stigma.
The
support
recommendations
Conclusions
Although
an
ideal
alternative
HCPs,
China
still
due
multiple
barriers.
research
develop
evaluate
tailored
unique
designs
content
various
backgrounds.
American Journal of Health Promotion,
Journal Year:
2025,
Volume and Issue:
unknown
Published: May 4, 2025
Purpose
‘Exercise
snacks’—
brief,
intermittent
sessions
of
moderate-to-high
intensity
activity—
offer
a
novel
and
promising
solution
for
sedentary
office
workers.
However,
perceptions
experiences
related
to
engaging
in
this
approach
are
limited
or
largely
unknown.
Approach
Participants
This
qualitative
study
employed
semi-structured
interviews
with
20
workers
who
completed
pilot
exercise
snack
intervention
called
Move
Often
eVeryDay
(MOV’D).
The
sample
consisted
10
participants
from
the
MOV'D
group
self-monitoring
group.
Setting
Interviews
were
conducted
remotely
via
Zoom.
Methods
Interview
transcripts
analyzed
using
open-coded,
thematic
analysis,
themes
subthemes
identified
both
priori
inductively
during
analysis.
Results
mean
(SD)
age
was
43.8
(11.3)
years,
80%
as
women
transgender
women,
35%
reported
being
Non-Hispanic
White.
Emergent
included
enjoyment
components,
increased
motivation
physical
activity
awareness,
knowledge
gained.
Common
barriers
time
constraints
competing
obligations.
Facilitators
engagement
behavioral
adaptations
minimal
space
needed
activities.
Key
suggestions
future
iterations
having
more
reminders
throughout
study,
enhanced
social
connection,
adjustments
materials.
Conclusion
Although
snacks
brief
accessible,
findings
highlight
need
refine
reduce
participation
support
long-term
habit
formation.
insights
garnered
present
actionable
recommendations
enhancing
other
similar
health
promotion
interventions.
Trial
registration
trial
registered
on
May
3,
2022
(before
recruitment
began)
at
https://clinicaltrials.gov/study/NCT05360485
,
clinical
number:
NCT05360485.
BMC Digital Health,
Journal Year:
2024,
Volume and Issue:
2(1)
Published: June 25, 2024
Abstract
Background
There
is
an
evaluation
crisis
in
mobile
health
(mHealth).
The
majority
of
mHealth
apps
are
released
with
little
evidence
base.
While
many
agree
on
the
need
for
comprehensive
evaluations
to
assess
efficacy
and
effectiveness
apps,
field
some
way
from
achieving
that.
This
scoping
review
describes
current
state
direct-to-consumer
app
so
as
inform
how
situation
can
be
improved.
Results
Findings
showed
a
predominance
wellness
management
focusing
fitness,
diet,
mental
health,
or
other
lifestyle
factors.
Evaluations
were
conducted
by
companies
at
varied
financing
stages,
mix
start-ups,
scale-ups,
public
companies.
Most
studies
employed
full-scale
pilot
randomised
controlled
trial
designs.
Conclusions
Participant
demographics
indicate
more
inclusive
recruitment
strategies
around
ethnicity
gender
avoid
worsening
inequalities.
Measurement
tools
widely,
highlighting
lack
standardisation
assessing
apps.
Promoting
evidence-based
practices
digital
should
priority
organisations
this
space.
Computers in Human Behavior,
Journal Year:
2024,
Volume and Issue:
160, P. 108389 - 108389
Published: July 29, 2024
The
effects
of
abstinence
from
digital
services
and/or
devices
(aka
"digital
detox")
on
mental
health
have
received
increased
interest
in
recent
years.
Regular
breaks
and
abstinent
periods
are
advised
to
help
individuals
who
overuse
technology,
but
the
psychological
benefits
related
consequences
require
empirical
attention.
While
some
studies
examined
impact
smartphone
or
social
networks
(SN)
health,
there
is
a
dearth
literature
Instant
Messaging
(IM)
services.
This
study
association
between
72-h
IM
subjective
craving
toward
IM,
withdrawal-like
symptoms,
affect
(positive
negative),
time
spent
IM.
Thirty-five
undergraduates
regularly
engaged
were
assessed
one
day
before
(baseline),
during
(daily),
after,
week
after
refraining
using
for
72
h.
Results
revealed
moderate-to-large
decrease
(η2
=
0.438)
negative
0.386)
abstinence,
whereas
symptoms
positive
remained
stable
0.009
0.140).
One
participants
reported
small-to-moderate
their
use
(d
0.32).
These
results
suggest
that
associated
with
reduced
preoccupation
obsession
(i.e.,
craving)
this
lower
affect.
However,
did
not
change.
findings
support
recommendations
users
experiencing
states
may
benefit
short-term
abstinence.
Further
research
should
investigate
strategies
undertaking
regulating
device
use.
Life,
Journal Year:
2024,
Volume and Issue:
14(10), P. 1238 - 1238
Published: Sept. 27, 2024
Mobile
applications
have
been
shown
to
be
an
effective
and
feasible
intervention
medium
for
improving
healthy
food
intake
in
different
target
groups.
As
part
of
the
PeRsOnalized
nutriTion
hEalthy
livINg
(PROTEIN)
European
Union
H2020
project,
PROTEIN
mobile
application
was
developed
as
end-user
environment,
aiming
facilitate
healthier
lifestyles
through
artificial
intelligence
(AI)-based
personalised
dietary
physical
activity
recommendations.
Recommendations
were
generated
by
AI
advisor
user
groups,
combining
users'
personal
information
preferences
with
a
custom
knowledge-based
system
experts
create
personalised,
evidence-based
nutrition
plans.
The
app
piloted
across
groups
five
countries
(Belgium,
Germany,
Greece,
Portugal,
United
Kingdom).
Data
from
app's
database
(
Research Square (Research Square),
Journal Year:
2024,
Volume and Issue:
unknown
Published: Jan. 3, 2024
Abstract
Background
There
is
an
evaluation
crisis
in
mobile
health
(mHealth).
The
majority
of
mHealth
apps
are
released
with
little
evidence
base.
While
many
agree
on
the
need
for
comprehensive
evaluations
to
assess
efficacy
and
effectiveness
apps,
field
some
way
from
achieving
that.
This
scoping
review
describes
current
state
direct-to-consumer
app
so
as
inform
how
situation
can
be
improved.
Results
Findings
showed
a
predominance
wellness
management
focusing
fitness,
diet,
mental
health,
or
other
lifestyle
factors.
Evaluations
were
conducted
by
companies
at
varied
financing
stages,
mix
start-ups,
scale-ups,
public
companies.
Most
studies
employed
full-scale
pilot
randomised
controlled
trial
designs.
Conclusions
Participant
demographics
indicate
more
inclusive
recruitment
strategies
around
ethnicity
gender
avoid
worsening
inequalities.
Measurement
tools
widely,
highlighting
lack
standardisation
assessing
apps.
Promoting
evidence-based
practices
digital
should
priority
organisations
this
space.
Biometrics,
Journal Year:
2024,
Volume and Issue:
80(2)
Published: March 27, 2024
In
mobile
health,
tailoring
interventions
for
real-time
delivery
is
of
paramount
importance.
Micro-randomized
trials
have
emerged
as
the
"gold-standard"
methodology
developing
such
interventions.
Analyzing
data
from
these
provides
insights
into
efficacy
and
potential
moderation
by
specific
covariates.
The
"causal
excursion
effect,"
a
novel
class
causal
estimand,
addresses
inquiries.
Yet,
existing
research
mainly
focuses
on
continuous
or
binary
data,
leaving
count
largely
unexplored.
current
work
motivated
Drink
Less
micro-randomized
trial
UK,
which
zero-inflated
proximal
outcome,
i.e.,
number
screen
views
in
subsequent
hour
following
intervention
decision
point.
To
be
specific,
we
revisit
concept
effect,
specifically
outcomes,
introduce
estimation
approaches
that
incorporate
nonparametric
techniques.
Bidirectional
asymptotics
are
established
proposed
estimators.
Simulation
studies
conducted
to
evaluate
performance
methods.
As
an
illustration,
also
implement
methods
data.
Biostatistics,
Journal Year:
2024,
Volume and Issue:
unknown
Published: July 30, 2024
SUMMARY
Micro-randomized
trials
are
commonly
conducted
for
optimizing
mobile
health
interventions
such
as
push
notifications
behavior
change.
In
analyzing
trials,
causal
excursion
effects
often
of
primary
interest,
and
their
estimation
typically
involves
inverse
probability
weighting
(IPW).
However,
in
a
micro-randomized
trial,
additional
treatments
can
occur
during
the
time
window
over
which
an
outcome
is
defined,
this
greatly
inflate
variance
effect
estimator
because
IPW
would
involve
product
numerous
weights.
To
reduce
improve
efficiency,
we
propose
two
new
estimators
using
modified
version
IPW,
call
“per-decision
IPW.”
The
second
further
improves
efficiency
projection
idea
from
semiparametric
theory.
These
applicable
when
binary
be
expressed
maximum
series
sub-outcomes
defined
sub-intervals
time.
We
establish
estimators’
consistency
asymptotic
normality.
Through
simulation
studies
real
data
applications,
demonstrate
substantial
improvement
proposed
existing
estimators.
used
to
precision
secondary
analyses
with
outcomes.
Behaviour and Information Technology,
Journal Year:
2024,
Volume and Issue:
unknown, P. 1 - 17
Published: Dec. 2, 2024
In
mobile
technologies
for
health
and
well-being
(mHealth),
push
notifications
are
a
widely
used
tool
to
implement
persuasive
strategies.
However,
little
research
has
been
carried
out
investigate
the
impact
of
in
such
users'
attitudes
towards
them.
this
study,
we
address
gap
by
exploring
role
their
customisation
context
applications
that
promote
social,
mental,
or
physical
well-being.
Based
on
observational
data
collected
from
152
participants,
preferences
explore
how
they
differ
along
demographic
dimensions.
addition,
then
verified
these
results
with
behavioural
measures
attitude
ratings
through
user
study
(N
=
31),
which
saw
participants
interacting
prototype
mHealth
application.
Our
findings
show
is
desired
feature
can
be
improve
aspect
applications.
Implications
derived
our
provide
guidance
researchers
practitioners
alike
when
designing
app
create
better
motivating,
meaningful,
experiences.