A novel framework for increasing research transparency: Exploring the connection between diversity and innovation
PLoS ONE,
Journal Year:
2025,
Volume and Issue:
20(1), P. e0313826 - e0313826
Published: Jan. 9, 2025
A
split
sample/dual
method
research
protocol
is
demonstrated
to
increase
transparency
while
reducing
the
probability
of
false
discovery.
We
apply
examine
whether
diversity
in
ownership
teams
increases
or
decreases
likelihood
a
firm
reporting
novel
innovation
using
data
from
2018
United
States
Census
Bureau’s
Annual
Business
Survey.
Transparency
increased
three
ways:
1)
all
specification
testing
and
identifying
potentially
productive
models
done
an
exploratory
subsample
that
2)
preserves
validity
hypothesis
test
statistics
de
novo
estimation
holdout
confirmatory
sample
with
3)
findings
publicly
documented
earlier
registered
report
this
journal
publication.
Bayesian
procedures
leverage
information
stage
included
replace
traditional
frequentist
null
significance
testing.
In
addition
increasing
statistical
power
by
full
sample,
methods
directly
estimate
distribution
for
magnitude
effect,
allowing
much
richer
inference.
Estimated
magnitudes
along
academic
discipline,
race,
ethnicity,
foreign-born
status
dimensions
are
positively
associated
innovation.
maximally
diverse
team
on
these
would
be
roughly
six
times
more
likely
new-to-market
than
homophilic
team.
Language: Английский
Place-Based Conservation in Coastal and Marine Ecosystems: The Importance of Engagement with Underrepresented Communities
Sustainability,
Journal Year:
2024,
Volume and Issue:
16(22), P. 9965 - 9965
Published: Nov. 15, 2024
Through
the
years,
research
has
described
importance
of
community-based
approaches
in
management
coastal
and
marine
ecosystems.
Coastal
issues
are
multifaceted
require
place-specific
developed
partnership
with
vulnerable
communities
who
impacted
by
environmental
stressors.
Place-based
conservation,
a
approach
that
focuses
on
unique,
characteristics,
other
similar
methods.
It
considers
need
to
integrate
human
dimensions
location-centered
approaches,
which
often
lacking
typical
natural
resource
management.
Meaningful
engagement
underrepresented
can
holistically
account
for
socioeconomic
factors
cultural
knowledge
inform
best
practices.
As
health
ecosystems
is
linked
quality
local
livelihoods,
engaging
practitioners
these
systems
support
science
trust
This
article
discusses
research,
insight,
various
examples
successful
management,
culturally
relevant
advance
sustainable
place-based
conservation.
Language: Английский