Research on Financial Fraud Identification Mechanisms Incorporating ESG Information
Applied Mathematics and Nonlinear Sciences,
Journal Year:
2025,
Volume and Issue:
10(1)
Published: Jan. 1, 2025
Abstract
Financial
fraud
has
a
destructive
effect
on
corporate
reputation
and
market
trust,
it
is
necessary
to
choose
effective
technical
means
discriminative
information
identify
enterprises
involved
in
financial
fraud.
This
paper
constructs
identification
model
based
the
XGBoost
algorithm
introduces
non-financial
variables
discriminate
The
this
paper,
using
algorithm,
achieves
94.11%
accuracy
50
seconds.
Incorporating
ESG
analyze
mechanism
of
company,
found
that
company
risk
factors
environmental
disclosure,
employee
supply
chain
management,
governance
structure,
monitoring
system.
suggests
proposed
better
effect,
integration
can
provide
more
in-depth
understanding
mechanisms
Language: Английский
Literature Study on the Application of Financial Accounting Standarts for Micro, Small and Madium-Sized Entities (Sak EMKM) to Assess the Fairness of UMKM Financial Statements
Nabila Yolanda,
No information about this author
Dina Izzati,
No information about this author
Vista Zahrani
No information about this author
et al.
Jurnal Akuntansi Manajemen dan Perencanaan Kebijakan,
Journal Year:
2024,
Volume and Issue:
2(2), P. 12 - 12
Published: Nov. 22, 2024
The
implementation
of
the
Financial
Accounting
Standards
for
Micro,
Small,
and
Medium
Entities
(SAK
EMKM)
in
Indonesia
aims
to
enhance
transparency
accountability
MSME
financial
statements.
Despite
its
design
cater
characteristics,
many
businesses
struggle
with
full
implementation.
This
study
highlights
several
challenges,
including
a
lack
understanding
accounting
principles,
insufficient
skilled
personnel,
inadequate
socialization
training.
Consequently,
MSMEs
rely
on
simplistic
recording
methods
that
fail
comply
SAK
EMKM,
leading
less
informative
To
foster
better
adherence
these
standards,
collaboration
among
institutions,
government,
is
essential
education
training
initiatives.
By
improving
their
can
quality
reporting,
thereby
facilitating
access
financing
strengthening
contributions
national
economy.
Language: Английский