We
propose
a
collaborative
environment
for
experimental
research
that
would
a)
inform
the
future
of
social
media;
b)
incubate
new
on
human
behavior;
and
c)
expand
access
to
opportunities
among
more
diverse
group
researchers
SSRN Electronic Journal,
Год журнала:
2023,
Номер
unknown
Опубликована: Янв. 1, 2023
Recent
decisions
by
leading
AI
labs
to
either
open-source
their
models
or
restrict
access
has
sparked
debate
about
whether,
and
how,
increasingly
capable
should
be
shared.
Open-sourcing
in
typically
refers
making
model
architecture
weights
freely
publicly
accessible
for
anyone
modify,
study,
build
on,
use.
This
offers
advantages
such
as
enabling
external
oversight,
accelerating
progress,
decentralizing
control
over
development
However,
it
also
presents
a
growing
potential
misuse
unintended
consequences.
paper
an
examination
of
the
risks
benefits
open-sourcing
highly
foundation
models.
While
historically
provided
substantial
net
most
software
processes,
we
argue
that
some
likely
developed
near
future,
may
pose
sufficiently
extreme
outweigh
benefits.
In
case,
not
open-sourced,
at
least
initially.
Alternative
strategies,
including
non-open-source
sharing
options,
are
explored.
The
concludes
with
recommendations
developers,
standard-setting
bodies,
governments
establishing
safe
responsible
practices
preserving
where
safe.
Communications Psychology,
Год журнала:
2024,
Номер
2(1)
Опубликована: Янв. 11, 2024
Digital
interventions
for
prosocial
behavior
are
increasingly
being
studied
by
psychologists.
However,
academic
findings
remain
largely
underutilized
practitioners.
We
present
a
practical
review
and
framework
distinguishing
three
categories
of
digital
interventions--proactive,
interactive,
reactive--based
on
the
timing
their
implementation.
For
each
category,
we
digital,
scalable,
automated,
scientifically
tested
empirical
evidence.
provide
tips
applying
these
advice
successful
collaborations
between
researchers
Social
media
usage
has
been
shown
to
have
both
positive
and
negative
consequences
for
users'
mental
health.
Several
studies
indicated
that
peer
feedback
plays
an
important
role
in
the
relationship
between
social
use
In
this
research,
we
analyse
impact
of
receiving
online
on
emotional
experience,
connectedness
self-esteem.
experimental
study,
let
users
interact
with
others
a
Facebook-like
system
over
course
week
while
controlling
amount
reactions
they
receive
from
their
peers.
We
find
experiencing
little
no
reaction
does
not
only
elicit
emotions
stress
amongst
users,
but
also
induces
low
levels
contrast,
much
feedback,
evokes
feelings
reduces
overall
loneliness.
On
societal
level,
our
study
can
help
better
understand
mechanisms
through
which
impacts
health
or
way.
methodological
provide
new
open-source
tool
designing
conducting
experiments.
Many
worry
that
social
media
leaves
people
uninformed
or
even
misinformed.
Can
actually
learn
from
following
the
news
on
media?
We
conducted
a
preregistered
two-wave
online
field
experiment
in
France
and
Germany
(N
=
3,395)
to
estimate
effect
of
Instagram
WhatsApp.
Participants
were
asked
follow
two
accounts
for
weeks
activate
notifications.
In
treatment
condition
news-related
whereas
control
they
not.
Our
results
show
consumption
has
positive
consequences:
it
enhances
knowledge,
participants’
ability
discern
true
false
stories,
awareness
as
well
trust
news.
The
had
no
significant
effects
feeling
being
informed,
political
efficacy,
affective
polarization,
interest
politics.
These
suggest
that,
contrary
popular
belief,
this
form
should
not
be
dismissed
disdained.
While
some
forms
use
are
harmful,
others
can
leveraged
foster
well-informed
society.
Journal of Advertising,
Год журнала:
2024,
Номер
unknown, С. 1 - 19
Опубликована: Окт. 14, 2024
User-centric
behavioral
tracking,
a
cutting-edge
computational
social
science
tool,
holds
tremendous
promise
for
advertising
research.
The
article
introduces
the
technique
and
presents
three
do-it-yourself
(DIY)
case
studies
in
which
researchers
develop
tracking
applications
platforms,
build
infrastructures
that
host
participants,
maintain
pipelines
logging
user
behavior
content
exposure,
manage
logistical
"ins
outs"
such
as
onboarding,
offboarding,
compensations
all
by
themselves.
We
share
our
lessons,
discuss
challenges
ahead
DIY
user-centric
advocate
scholars
to
become
pioneers
this
emerging
body
of
work.