The Effect of Big Data Analytics on Predictive Policing: The Mediation Role of Crisis Management
Revista de Gestão Social e Ambiental,
Год журнала:
2024,
Номер
18(2), С. e6033 - e6033
Опубликована: Май 15, 2024
Objective:
The
objective
of
this
study
is
to
evaluate
the
impact
big
data
analytics
(BDA)
on
predictive
policing,
particularly
examining
mediating
role
crisis
management
in
relationship.
Theoretical
Framework:
research
anchored
domain
analytics,
focusing
its
application
within
law
enforcement
for
enhancing
policing
capabilities.
explores
how
serves
as
a
linkage
between
and
practices.
Method:
gathered
from
450
individuals
working
across
various
police
departments
Dubai,
utilizing
questionnaire
collect
responses.
analytical
approach
was
based
Structural
Equation
Modeling,
conducted
using
AMOS
software.
Results
Discussion:
Findings
indicate
that
significantly
boosts
management.
Importantly,
identified
factor
efficacy
policing.
These
results
suggest
not
only
directly
enhances
but
also
improves
it
indirectly
through
effective
Research
Implications:
This
underscores
importance
integrating
into
operations
advance
It
highlights
dual
benefits
both
direct
enhancement
processes.
Originality/Value:
contributes
limited
growing
body
literature
offers
practical
guidelines
forces,
especially
UAE,
better
harness
improving
their
operational
effectiveness
strategies.
discusses
broader
implications
practice
ongoing
evolving
field.
Язык: Английский
Developing an integrated framework for risk management in policing: crisis management using big data analytics as a case study
Revista de Gestão Social e Ambiental,
Год журнала:
2024,
Номер
18(2), С. e06035 - e06035
Опубликована: Май 15, 2024
Objective:
The
study
seeks
to
develop
an
integrated
framework
for
enhancing
risk
management
and
crisis
in
policing
through
the
utilization
of
big
data
analytics,
using
Dubai
police
force
as
a
case
study.
Theoretical
Framework:
This
research
is
grounded
intersection
analytics
within
field
policing,
focusing
on
how
data-driven
approaches
can
innovate
improve
security
management.
Method:
Data
was
collected
via
questionnaires
distributed
450
officers
across
all
departments
Dubai.
analysis
conducted
AMOS
software
Structural
Equation
Modeling
assess
impact
Results
Discussion:
results
indicate
that
significantly
enhances
policing.
It
found
serves
mediating
factor
between
These
findings
suggest
application
substantially
knowledge
operational
performance
organizations.
Research
Implications:
emphasizes
crucial
role
revolutionizing
processes.
highlights
potential
these
technologies
provide
substantial
improvements
efficiency
effectiveness
operations.
Originality/Value:
valuable
it
provides
empirical
evidence
benefits
context
offers
practical
guidelines
departments,
particularly
UAE,
leveraging
enhance
their
managing
risks
crises.
contributes
broader
understanding
integrating
advanced
into
public
safety
emergency
response
strategies.
Язык: Английский
A Study on The Cost And Profit Efficiency of Islamic and Conventional Bank Islamic Windows in Oman: A Proposed Framework
Revista de Gestão Social e Ambiental,
Год журнала:
2024,
Номер
18(2), С. e06036 - e06036
Опубликована: Май 13, 2024
Objective:
This
study
aims
to
analyze
the
efficiency
of
Islamic
and
conventional
banks
their
respective
windows
in
Oman
terms
costs
profits.
Theoretical
Framework:
The
research
employs
a
framework
that
examines
cost
profit
within
banking
sector,
contrasting
performance
full-fledged
banks.
also
investigates
impact
bank-specific
variables
on
levels.
Method:
Using
empirical
data
from
Omani
quantifies
by
analyzing
such
as
capitalization,
profitability,
operational
costs,
loan
activity.
comparison
includes
both
end
third
quarter
2022.
Results
Discussion:
findings
reveal
that,
overall,
are
more
efficient
at
generating
profits
than
controlling
costs.
Conventional
banks,
average,
demonstrate
higher
metrics
compared
There
exists
positive
correlation
between
types
efficiencies
factors
like
bank
capitalization
while
negative
is
evident
with
Furthermore,
increased
activity
associated
but
adversely
affects
efficiency.
Research
Implications:
These
results
underscore
significant
disparities
sectors.
They
highlight
need
for
enhance
management
strategies
without
compromising
generation,
leveraging
benefits
derived
association
parent
Originality/Value:
contributes
literature
providing
comparative
analysis
particular
focus
unique
market
dynamics
Oman.
valuable
stakeholders
industry,
offering
insights
into
existing
infrastructures
enhancing
efficiencies.
Язык: Английский
The Quantitative Relationship Between HRM Practices and Academic Performance in Saudi Public Universities
Revista de Gestão Social e Ambiental,
Год журнала:
2024,
Номер
18(2), С. e06805 - e06805
Опубликована: Май 13, 2024
Objective:
This
study
aims
to
explore
the
impact
of
organizational
factors,
including
employee
engagement,
selection
procedures,
training,
and
work-life
balance
policies,
on
academic
performance
in
Saudi
Public
Universities.
It
further
investigates
mediating
role
commitment
these
relationships.
Method:
A
quantitative
methodology
was
employed,
gathering
data
from
103
employees
across
various
Universities
through
a
structured
questionnaire.
The
subsequently
analyzed
using
SPSS
Smart
PLS
software
assess
direct
effects
factors
performance.
Research
Findings
Discussions:
analysis
revealed
significant
engagement
training
Employee
also
significantly
influenced
commitment.
However,
did
not
demonstrate
effect
relationship
between
practices
These
findings
highlight
critical
roles
enhancing
outcomes
within
context
Implications:
underscores
importance
focusing
as
key
drivers
lack
mediation
by
suggests
that
are
more
pronounced
may
necessarily
rely
enhanced
levels.
insights
crucial
for
university
administrators
aiming
optimize
strategies
improved
results.
Originality/Value:
research
contributes
existing
literature
delineating
influences
specific
performance,
particularly
unique
setting
challenges
assumed
pivotal
commitment,
offering
new
perspective
optimizing
enhancement
this
region.
Язык: Английский
THE MEDIATING EFFECTS OF ARTIFICIAL INTELLIGENCE LITERACY ON THE ASSOCIATION BETWEEN COMPUTATIONAL THINKING SKILLS AND ORGANIZATIONAL AGILITY AMONG SECONDARY SCHOOL TEACHERS
Problems of Education in the 21st Century,
Год журнала:
2024,
Номер
82(5), С. 616 - 629
Опубликована: Окт. 10, 2024
These
days’
educational
landscape
forces
teachers
to
adapt
changing
demands
and
embrace
innovations.
In
this
study,
Artificial
Intelligence
(AI)
literacy
was
analyzed
as
how
it
mediates
the
association
between
Computational
Thinking
Skills
(CTS)
Organizational
Agility
(OA)
among
secondary
teachers.
A
quantitative
causal
mediation
analysis
design
utilized
in
study.
Standardized
AI
test,
CTS
Test,
OA
test
instruments
were
gather
pertinent
data
305
respondents.
The
first
subjected
confirmatory
factor
for
model
fitness.
Path
through
structural
equation
modeling
revealed
that
significantly
predicts
literacy,
Literacy
OA,
OA.
It
found
out
partially
relationship
This
recommends
schools
should
conduct
a
comprehensive
training
program
enhance
teachers'
proficiency
schools'
sustained
agility.
Keywords:
computational
thinking
skills,
organizational
agility,
modeling,
Язык: Английский