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This paper examines the role of professional associations, governmental agencies, and international accounting and auditing bodies in promulgating standards to deter and detect fraud, domestically and abroad. Specifically, it focuses on the role played by the US Securities and Exchange Commission (SEC), the American Institute of Certified Public Accountants (AICPA), the Institute of Internal Auditors (IIA), the Institute of Management Accountants (IMA), the Association of Certified Fraud Examiners (ACFE), the US Government Accounting Office (GAO), and other national and foreign professional associations, in promulgating auditing standards and procedures to prevent fraud in financial statements and other white‐collar crimes. It also examines several fraud cases and the impact of management and employee fraud on the various business sectors such as insurance, banking, health care, and manufacturing, as well as the role of management, the boards of directors, the audit committees, auditors, and fraud examiners and their liability in the fraud prevention and investigation.

Whistleblowers have been credited for uncovering financial scandals in companies globally, including Enron, Olympus Corporation, and WorldCom. Despite increasing support and incentives for whistleblowing, there generally remains reluctance to blow the whistle. Thus, the purpose of this study is to review: (1) the determinants of internal and external whistleblowing on accounting-related misconduct, (2) U.S. whistleblowing legislation on accounting-related misconduct and related research, and (3) the effects of whistleblowing on firms and whistleblowers. Within each area, suggestions for future research are offered.

This paper aims to explore the effectiveness of an artificial neural network (ANN) in predicting fraudulent financial reporting in small market capitalization companies in Malaysia.

Based on the concepts of ANN, a mathematical model was developed to compare non-fraud and fraud companies selected from among small market capitalization companies in Malaysia; the fraud companies had already been charged by the Securities Commission for falsification of financial statements. Ten financial ratios are used as fraud risk indicators to predict fraudulent financial reporting using ANN.

The findings indicate that the proposed ANN methodology outperforms other statistical techniques widely used for predicting fraudulent financial reporting.

The study is one of few to adopt the ANN approach for the prediction of financial reporting fraud.

In an effort to restore investor confidence in the wake of recent financial reporting scandals, the Sarbanes‐Oxley Act of 2002 mandates that audit committees be fully independent and have at least one financial expert. The SEC adopted rules implementing these Sarbanes‐Oxley provisions. This paper contributes to the literature on the association between audit committee characteristics recommended by SOX and the likelihood of fraud in two ways. First, we focus on audit committee composition and the extent of the underlying nature of the firm (e.g., firm size, growth) and the contracting environment (e.g., managerial ownership, leverage) of the firm on the likelihood of fraud. In particular, we find that the likelihood of fraudulent financial reporting is negatively related to audit committee independence, number of audit committee meetings and managerial ownership and positively related to firm size and firm growth opportunities. Second, we separately examine firms with totally independent audit committees and fraudulent financial reporting. This sample is interesting because these are firms that had good corporate governance and yet still had fraudulent financial reporting. By separately examining firms with totally independent audit committees, we find that the likelihood of fraudulent financial reporting given a totally independent audit committee is inversely related to the level of managerial ownership and the number of audit committee meetings.

This paper aims to explore the effectiveness of fraud prevention and detection techniques, including data analytics, machine learning and data mining, and to understand how widespread the use of data analytics is across different sectors and to identify and understand the potential barriers to implementing these techniques to detect and prevent fraud.

A survey was administered to 73 Irish businesses to determine to what extent traditional approach, data mining or text mining are being used to prevent or detect fraudulent financial reporting, and to determine the perception level of their effectiveness.

The study suggests that whilst data analytics is widely used by businesses in Ireland there is an under-utilisation of data analytics as an effective tool in the fight against fraud. The study suggests there are barriers that may be preventing companies from implementing advanced data analytics to detect financial statement fraud and identifies how those barriers may be overcome.

In contrast to the majority of literature on big data analytics and auditing, which lacks empirical insight into the diffusion, effectiveness and obstacles of data analytics, this explanatory study contributes by providing useful insights from the field on big data analytics. While the extant auditing literature generally addresses the avenues of big data utilisation in auditing domain, our study explores particularly the use big data analytics as a fraud prevention and detection techniques.

This paper aims to investigate the links between accounting values in Chinese listed companies’ balance sheets and the exposure of their fraudulent activities.

Every balance sheet account is proposed to be a potential vehicle to manipulate financial statements.

Other receivables, inventories, prepaid expenses, employee benefits payables and long-term payables are important indicators of fraudulent financial statements. These results confirm that asset account manipulation is frequently carried out and cast doubt on earlier conclusions by researchers that inflation of liabilities is the most common source of financial statement manipulation.

Previous practices of solely scaling balance sheet values by assets are revealed to produce spurious relationships, while scaling by both assets and sales effectively detects fraudulent financial statements and provides a useful fraud prediction tool for Chinese auditors, regulators and investors.

This study aims to assess the relationship between internal control weakness and different types of auditor opinions in fraudulent and non-fraudulent firms. The study's main objective is to investigate fraud in business firms and analyze internal controls and types of proposed opinions by the auditor about his desired firm. The outbreak of fraud in firms is of utmost importance to a broad spectrum of society. Internal controls and the auditor's role in preventing and detecting frauds should not be taken for granted.

The present study's statistical population includes 179 listed firms on the Stock Exchange selected as the study sample using the systematic elimination method during 2012–2019. As the study's dependent variable (the type of auditor’s opinion), research hypotheses were analyzed using the Logit regression model.

The results show that the relationship between internal control weakness and opinion type is significantly different in fraudulent and non-fraudulent firms. Moreover, the relationship between internal control weakness and type of auditor opinion in fraudulent firms and the relationship between internal control weakness and type of auditor opinion in non-fraudulent firms are significant.

By assessing the related literature, the authors have found no study to directly assess the comparative relationship between internal control weakness and the type of auditor opinion, which can be named as the main objective of the study.

Several studies, especially in Asian economies, have investigated the antecedents, implications and consequences of related-party transactions (RPTs). This paper aims to review this literature to collate, gauge and critically discuss understandings of the relationship between RPTs and risk, with a particular focus on audit risk.

The paper discusses RPTs and how they have been associated with corporate scandals and the expropriation of shareholders’ wealth. RPTs are defined as per accounting standards and the main types of RPTs are described based on the extant literature. Two key research design issues are discussed: measures used to operationalize RPTs and observable variations in sample size across RPT studies. Evidence is presented on the negative effects of RPTs and the role of regulation, corporate governance and auditing in reducing risks.

Prior studies have associated RPTs with the expropriation of shareholders’ wealth, declining firm valuations, lower-quality financial reporting, increased risk of material misstatements and decreases in long-term firm performance. Further, the evidence suggests that regulation, corporate governance and auditing can mitigate the negative effects of RPTs.

This paper provides insights for regulators on the effects of enforcement, corporate governance and external audits on reducing the negative effects of RPTs, and highlights the increased risk of material misstatements in financial statements when RPTs are conducted. Moreover, it reveals how RPTs affect risk assessments for auditors.

This paper represents the first comprehensive review of the empirical RPT literature. It provides a starting point for future investigations of RPTs, not least because it reveals important limitations with the extant body of research in this domain. It also offers salient insights and implications for practitioners and policy makers.

This study aims to trace the impact of corporate governance and its mechanisms in preventing companies from turning to fraudulent financial reporting.

For this purpose, using the systematic elimination pattern, the information of 187 listed companies on the Tehran Stock Exchange over six years from 2013 to 2019 were collected, and the hypotheses were examined using a linear regression model. To measure fraudulent financial reporting, the adjusted model of Beneish (1999) was used to evaluate corporate governance. Its mechanisms based on nine corporate governance mechanisms, including board independence, board remuneration, CEO financial expertise, expertise in CEO industry, board financial expertise, board industry expertise, board effort, CEO duality and managerial ownership, have been examined. These mechanisms are calculated as a combined index of corporate governance.

The findings indicate that robust corporate governance significantly reduces companies’ intention toward fraudulent financial reporting. In the same way, a negative and significant relationship was observed between each of the nine corporate governance mechanisms, except for board compensation and fraudulent financial reporting.

This study’s findings provide valuable insight into the importance of strengthening companies to prevent companies’ managers from engaging in fraudulent financial reporting activities. Hence, it is suggested that professional references bodies more seriously follow the rules to dictate to companies for using and empowering their corporate governance.

The purpose of this paper is to review, critique, and integrate certain trends, events, and research streams involving earnings management, fraudulent financial reporting, corporate governance and ethics.

The paper provides a brief history of relevant events and trends in financial reporting for the period 1987‐2007. Within this historical context, financial reporting and earnings quality are discussed from the academic and practitioner points of view. The influence of corporate governance and the role of ethics and behavior are introduced as part of an integrated discussion of academic and practitioner viewpoints of earnings management and fraudulent financial reporting. The last section of the paper provides final observations and recommendations for future research.

The paper concludes that academic research in earnings management and fraudulent financial reporting has become increasingly narrow in addressing important issues and problems in practice.

The paper is limited in its depth of analysis in each individual research stream due to the breadth of research and time period that are addressed. The implications for future research are enhanced by the integration of several streams of research relevant to earnings management and fraudulent financial reporting.

The paper may be useful to regulators and policy makers to better understand the significance and relevance of academic research.

The paper introduces and integrates ethics and behavior as important aspects for understanding earnings management and fraudulent financial reporting.