Financial statement fraud detection: An analysis of statistical and machine learning algorithms

J Perols - Auditing: A Journal of Practice & Theory, 2011 - publications.aaahq.org
This study compares the performance of six popular statistical and machine learning models
in detecting financial statement fraud under different assumptions of misclassification costs …

The relation between earnings management and financial statement fraud

JL Perols, BA Lougee - Advances in Accounting, 2011 - Elsevier
This paper provides new evidence on the characteristics of firms that commit financial
statement fraud. We examine how previous earnings management impacts the likelihood …

Accountants' perceptions regarding fraud detection and prevention methods

JL Bierstaker, RG Brody, C Pacini - Managerial Auditing Journal, 2006 - emerald.com
Purpose–The purpose of this study is to examine the extent to which accountants, internal
auditors, and certified fraud examiners use fraud prevention and detection methods, and …

Financial statement fraud: Some lessons from US and European case studies

NM Brennan, M McGrath - Australian accounting review, 2007 - Wiley Online Library
This paper studies 14 companies that were subject to an official investigation arising from
the publication of fraudulent financial statements. The research found senior management to …

[PDF][PDF] An historical perspective on fraud detection: From bankruptcy models to most effective indicators of fraud in recent incidents

MJ Lenard, P Alam - Journal of Forensic & Investigative Accounting, 2009 - academia.edu
BACKGROUND Following the recommendation of the Committee of Sponsoring
Organizations, consideration of internal control has become part of the audit with the …

[PDF][PDF] Detecting earning management and earning manipulation in BRIC countries; a panel data analysis for post global financial crisis period

A Shahzad - International Journal of Accounting Research, 2016 - researchgate.net
The financial statement tells us a story, on this how much we can trust on it. This issue
represents Earning Quality, covers two things one is earning management and second is …

Iranian accountants conception of the prevention methods of fraud and offering some recommendations to reduce fraud in Iran

M Ramazani, H Rafiei Atani - Global Journal of Management and …, 2010 - papers.ssrn.com
The purpose of this study is to examine the extent to which accountants, internal auditors,
and certified fraud examiners use fraud prevention and detection methods, and their …

Effective Use of Integrated Decision Making: An Advanced Technology Model for Evaluating Fraud in Service‐Based Computer and Technology Firms

MJ Lenard, AL Watkins, P Alam - Journal of Emerging …, 2007 - publications.aaahq.org
Most fraud‐detection models developed to date require the use of private information and
focus on companies primarily in retail and manufacturing industries. In the wake of recent …

Financial statement fraud: US and Chinese case studies

MJ Rahman, H Jiaying, MM Hossain… - … of managerial and …, 2023 - inderscienceonline.com
This research aims to compare financial statement fraud in China and the USA. This
research conducted data analyses from 20 companies between 2016 and 2020, specifically …

Fraudulent financial reporting: Corporate behavior of Chinese listed companies

J Zhu, SS Gao - Accounting in Asia, 2011 - emerald.com
Purpose–This study investigates the nature, types, and methods of fraudulent financial
reporting committed by Chinese listed companies with a view to understanding corporate …