scholarly journals Predicting Bankruptcy After The Sarbanes-Oxley Act Using The Most Current Data Mining Approaches

2012 ◽  
Vol 10 (4) ◽  
pp. 233 ◽  
Author(s):  
Wikil Kwak ◽  
Yong Shi ◽  
Gang Kou
Keyword(s):  
Data Mining ◽  
Financial Reporting ◽  
Financial Statements ◽  
Bankruptcy Prediction ◽  
Current Data ◽  
Corporate Fraud ◽  
Sarbanes Oxley ◽  
Net Method ◽  
Better Than

Our study proposes several current data mining methods to predict bankruptcy after the Sarbanes-Oxley Act (2002) using 2007-2008 U.S. data. The Sarbanes-Oxley Act (SOX) of 2002 was introduced to improve the quality of financial reporting and minimize corporate fraud in the U.S. Because of this SOX implementation, a companys financial statements are assumed to provide higher quality financial information for investors and other stakeholders. The results of our data mining approaches in our bankruptcy prediction study show that Bayesian Net method performs the best (85% overall prediction rate with 94% in AUC), followed by J48 (85% with 82% AUC), Decision Table (83.52%), and Decision Tree (82%) methods using financial and other data from the 10-K report and Compustat. These results are better than previous bankruptcy prediction studies before the SOX implementation using most current data mining approaches.

scholarly journals Effect of IFRS adoption on financial reporting quality

2016 ◽  
Vol 29 (3) ◽  
pp. 292-312 ◽  
Author(s):  
Kerry Anne Bodle ◽  
Patti J. Cybinski ◽  
Reza Monem
Keyword(s):  
Financial Reporting ◽  
Financial Statements ◽  
Bankruptcy Prediction ◽  
Fiscal Year ◽  
Quality Of Information ◽  
Content Type ◽  
Ifrs Adoption ◽  
Conservative Accounting ◽  
Accounting Rules

Purpose The purpose of this paper is to investigate whether International Financial Reporting Standards (IFRS)-based data improve bankruptcy prediction over Australian Generally Accepted Accounting Principles (AGAAP)-based data. In doing so, this paper focuses on intangibles because conservative accounting rules for intangibles under IFRS required managers to write off substantial amounts of intangibles previously capitalized and revalued upwards under AGAAP. The focus on intangibles is also motivated by empirical evidence that financially distressed firms are more likely to voluntarily capitalize and make upward revaluations of intangibles compared with healthy firms. Design/methodology/approach This paper analyses a sample of 46 bankrupt firms and 46 non-bankrupt (healthy) firms using a matched-pair design over the period 1991 to 2004. The authors match control firms on fiscal year, size (total assets), Global Industry Classification Standard-based industry membership and principal activities. Using Altman’s (1968) model, this paper compares the bankruptcy prediction results between bankrupt and non-bankrupt firms for up to five years before bankruptcy. In the tests, the authors use financial statements as reported under AGAAP and two IFRS-based data sets. The IFRS-based datasets are created by considering the adjustments on the AGAAP data required to implement the requirements of IAS 38, IFRS 3 and IAS 36. Findings This paper finds that, under IFRS, Altman’s (1968) model consistently predicts bankruptcy for bankrupt firms more accurately than under AGAAP for all of the five years prior to bankruptcy. This greater prediction accuracy emanates from smaller values of the inputs to Altman’s model due to conservative accounting rules for intangibles under IFRS. However, this greater accuracy in bankruptcy prediction comes with larger Type II errors for healthy firms. Overall, the results provide evidence that the switch from AGAAP to IFRS improves the quality of information contained in the financial statements for predicting bankruptcy. Research limitations/implications Small sample size and having data available over the required period may limit generalizability of findings. Originality/value Although bankruptcy prediction is one of the primary uses of accounting information, the burgeoning literature on the benefits of IFRS adoption has so far neglected the role of IFRS data in bankruptcy prediction. Thus, this paper documents a new benefit of IFRS adoption. In this paper, the authors demonstrate how the restrictions on the ability to capitalize and revalue intangibles enhance the quality of information used to predict bankruptcy. These results provide evidence to international standard setters of what they can expect if their efforts to remove non-restrictive accounting practices for intangibles are abandoned.

A Perspective on the SEC’s Proposal to Accept Financial Statements Prepared in Accordance with International Financial Reporting Standards (IFRS) without Reconciliation to U.S. GAAP

2008 ◽  
Vol 22 (2) ◽  
pp. 241-248 ◽  
Author(s):  
Karim Jamal ◽  
George J. Benston ◽  
Douglas R. Carmichael ◽  
Theodore E. Christensen ◽  
Robert H. Colson ◽  
...  
Keyword(s):  
Financial Reporting ◽  
Financial Statements ◽  
Securities And Exchange Commission ◽  
International Financial Reporting Standards ◽  
Reporting Standards ◽  
Financial Reports ◽  
Financial Reporting Standards ◽  
Regulatory Changes ◽  
Better Than

SYNOPSIS: The Securities and Exchange Commission (SEC) recently issued a call for comment on a proposal to accept financial statements prepared in accordance with International Financial Reporting Standards (IFRS) without reconciliation to U.S. GAAP. Accounting researchers have attempted to assess the quality of IFRS using different methods and criteria. While we are skeptical of drawing direct conclusions about the SEC’s proposal based on this research, there is adequate evidence that both IFRS and U.S. GAAP provide useful information to investors and other users of financial statements. Moreover, we see no conclusive research evidence that financial reports prepared using U.S. GAAP are better than reports prepared using IFRS. The prudent approach when faced with alternatives with no clear difference in quality is to promote competition among them, which supports adopting the SEC’s proposal to permit foreign private issuers a choice between IFRS and U.S. GAAP. Furthermore, to help improve U.S. and international GAAP through standards-setting competition, we recommend that the Commission extend the choice of IFRS to U.S. companies, and require all companies to indicate clearly whether they are filing under U.S. GAAP or IFRS. Finally, we recommend that the Commission and its staff investigate and seek feedback on the educational consequences of its proposed actions. This attention will help educators to better prepare future professionals to implement these proposed regulatory changes.

Section 404 Compliance and Financial Reporting Quality

2010 ◽  
Vol 24 (3) ◽  
pp. 441-454 ◽  
Author(s):  
Albert L. Nagy
Keyword(s):  
Financial Reporting ◽  
Internal Control ◽  
Reporting Quality ◽  
Financial Statements ◽  
Securities And Exchange Commission ◽  
Small Companies ◽  
Section 404 ◽  
Financial Reports ◽  
Sarbanes Oxley

SYNOPSIS: This study examines whether the Sarbanes-Oxley Act Section 404 (S404) compliance efforts lead to higher quality financial reports. An objective of S404 is to encourage companies to devote adequate resources and attention to their internal control systems, which should lead to more reliable financial statements. A natural laboratory of S404 compliance and noncompliance companies exists because the Securities and Exchange Commission has deferred the S404 compliance date for small companies (nonaccelerated filers). A logistic regression model is estimated using a sample of companies surrounding the S404 compliance threshold to measure the S404 compliance effect on the likelihood of issuing materially misstated financial statements. The results show a significant and negative relation between S404 compliance and issuance of materially misstated financial statements, and suggest that the S404 regulation is meeting its objective of improving the quality of financial reports.

Fraud of Financial Statements at Listed Enterprises on Ho Chi Minh City Securities Department

2018 ◽  
Vol 34 (4) ◽  
Author(s):  
Nguyen Tien Hung ◽  
Huynh Van Sau
Keyword(s):  
New York ◽  
Financial Reporting ◽  
Financial Statements ◽  
Financial Statement ◽  
Viet Nam ◽  
Fraud Triangle ◽  
Fraudulent Financial Reporting ◽  
Financial Statement Fraud ◽  
Corporate Fraud ◽  
Two Factors

The study was conducted to identify fraudulent financial statements at listed companies (DNNY) on the Ho Chi Minh City Stock Exchange (HOSE) through the Triangular Fraud Platform This is a test of VSA 240. At the same time, the conformity assessment of this model in the Vietnamese market. The results show that the model is based on two factors: the ratio of sales to total assets and return on assets; an Opportunity Factor (Education Level); and two factors Attitude (change of independent auditors and opinion of independent auditors). This model is capable of accurately forecasting more than 78% of surveyed sample businesses and nearly 72% forecasts for non-research firms.  Keywords Triangle fraud, financial fraud report, VSA 240 References Nguyễn Tiến Hùng & Võ Hồng Đức (2017), “Nhận diện gian lận báo cáo tài chính: Bằng chứng thực nghiệm tại các doanh nghiệp niêm yết ở Việt Nam”, Tạp chí Công Nghệ Ngân Hàng, số 132 (5), tr. 58-72.[2]. Hà Thị Thúy Vân (2016), “Thủ thuật gian lận trong lập báo cáo tài chính của các công ty niêm yết”, Tạp chí tài chính, kỳ 1, tháng 4/2016 (630). [3]. Cressey, D. R. (1953). Other people's money; a study of the social psychology of embezzlement. New York, NY, US: Free Press.[4]. Bộ Tài Chính Việt Nam, (2012). Chuẩn mực kiểm toán Việt Nam số 240 – Trách nhiệm của kiểm toán viên đối với gian lận trong kiểm toán báo cáo tài chính. [5]. Jensen, M. C., & Meckling, W. H. (1976). Theory of the firm: Managerial behavior, agency costs and ownership structure. Journal of financial economics, 3(4), 305-360.[6]. Võ Hồng Đức & Phan Bùi Gia Thủy (2014), Quản trị công ty: Lý thuyết và cơ chế kiểm soát, Ấn bản lần 1, Tp.HCM, Nxb Thanh Niên.[7]. Freeman, R. E. (1984). Strategic management: A stakeholder approach. Boston: Pitman independence on corporate fraud. Managerial Finance 26 (11): 55-67.[9]. Skousen, C. J., Smith, K. R., & Wright, C. J. (2009). Detecting and predicting financial statement fraud: The effectiveness of the fraud triangle and SAS No. 99. Available at SSRN 1295494.[10]. Lou, Y. I., & Wang, M. L. (2011). Fraud risk factor of the fraud triangle assessing the likelihood of fraudulent financial reporting. Journal of Business and Economics Research (JBER), 7(2).[11]. Perols, J. L., & Lougee, B. A. (2011). The relation between earnings management and financial statement fraud. Advances in Accounting, 27(1), 39-53.[12]. Trần Thị Giang Tân, Nguyễn Trí Tri, Đinh Ngọc Tú, Hoàng Trọng Hiệp và Nguyễn Đinh Hoàng Uyên (2014), “Đánh giá rủi ro gian lận báo cáo tài chính của các công ty niêm yết tại Việt Nam”, Tạp chí Phát triển kinh tế, số 26 (1) tr.74-94.[13]. Kirkos, E., Spathis, C., & Manolopoulos, Y. (2007). Data mining techniques for the detection of fraudulent financial statements. Expert Systems with Applications, 32(4), 995-1003.[14]. Amara, I., Amar, A. B., & Jarboui, A. (2013). Detection of Fraud in Financial Statements: French Companies as a Case Study. International Journal of Academic Research in Accounting, Finance and Management Sciences, 3(3), 40-51.[15]. Beasley, M. S. (1996). An empirical analysis of the relation between the board of director composition and financial statement fraud. Accounting Review, 443-465.[16]. Beneish, M. D. (1999). The detection of earnings manipulation. Financial Analysts Journal, 55(5), 24-36.[17]. Persons, O. S. (1995). Using financial statement data to identify factors associated with fraudulent financial reporting. Journal of Applied Business Research (JABR), 11(3), 38-46.[18]. Summers, S. L., & Sweeney, J. T. (1998). Fraudulently misstated financial statements and insider trading: An empirical analysis. Accounting Review, 131-146.[19]. Dechow, P. M., Sloan, R. G., & Sweeney, A. P. (1996). Causes and consequences of earnings manipulation: An analysis of firms subject to enforcement actions by the SEC. Contemporary accounting research, 13(1), 1-36.[20]. Loebbecke, J. K., Eining, M. M., & Willingham, J. J. (1989). Auditors experience with material irregularities – Frequency, nature, and detectability. Auditing – A journal of practice and Theory, 9(1), 1-28. [21]. Abbott, L. J., Park, Y., & Parker, S. (2000). The effects of audit committee activity and independence on corporate fraud. Managerial Finance, 26(11), 55-68.[22]. Farber, D. B. (2005). Restoring trust after fraud: Does corporate governance matter?. The Accounting Review, 80(2), 539-561.[23]. Stice, J. D. (1991). Using financial and market information to identify pre-engagement factors associated with lawsuits against auditors. Accounting Review, 516-533.[24]. Beasley, M. S., Carcello, J. V., & Hermanson, D. R. (1999). COSO's new fraud study: What it means for CPAs. Journal of Accountancy, 187(5), 12.[25]. Neter, J., Wasserman, W., & Kutner, M. H. (1990). Applied statistical models.Richard D. Irwin, Inc., Burr Ridge, IL.[26]. Gujarati, D. N. (2009). Basic econometrics. Tata McGraw-Hill Education.[27]. McFadden, D. (1974). Conditional Logit Analysis of Qualita-tive Choice Behavior," in Frontiers in Econometrics, P. Zarenm-bka, ed. New York: Academic Press, 105-42.(1989). A Method of Simulated Moments for Estimation of Discrete Response Models Without Numerical Integration," Econometrica, 54(3), 1027-1058.[28]. DA Cohen, ADey, TZ Lys. (2008), “Accrual-Based Earnings Management in the Pre-and Post-Sarbanes-Oxley Periods”. The accounting review.

Enriching AIS Courses With SOX Compliance Activities

2010 ◽  
Vol 5 (1) ◽  
pp. 1-24 ◽  
Author(s):  
Joann Segovia ◽  
Carol M. Jessup ◽  
Marsha Weber ◽  
Sheri Erickson
Keyword(s):  
Corporate Governance ◽  
Financial Reporting ◽  
Internal Controls ◽  
Accounting Profession ◽  
Investor Confidence ◽  
Reporting Requirements ◽  
Sarbanes Oxley ◽  
Audit Firms ◽  
Significant Change

A very significant change to the accounting profession occurred in 2002 when the Sarbanes-Oxley Act of 2002 (SOX) was enacted. This legislation had a significant impact on corporations and their audit firms. The objective was to improve corporate governance and its quality of financial reporting to improve investor confidence. This paper provides instructors with a background on SOX and suggests readings and activities that reflect the requirements of SOX as it relates to the AIS environment and the analysis of internal controls. These activities can strengthen students' understandings of how corporations respond to the various reporting requirements of this Act.

Timeliness of Tunisian Audit Reports: An Empirical Investigation based on Ownership and Partnership Visions

2015 ◽  
Vol 5 (3) ◽  
Author(s):  
Mondher Fakhfakh
Keyword(s):  
Empirical Evidence ◽  
Financial Reporting ◽  
Empirical Investigation ◽  
Financial Statements ◽  
Qualitative Feature ◽  
Transmission Delays ◽  
Emerging Country ◽  
Audit Reports ◽  
Audit Information

Timeliness of audit reports is a qualitative feature that enhances the usefulness of audited financial statements. As an emerging country, Tunisia has modernized its accounting legislation to enhance the quality of financial reporting. This legislation encourages independent auditors to optimize the transmission delays of audit reports. The authorities assume that the satisfaction of stakeholders is secured by regulating disclosure of audit reports. Our research analyses the date of issue of Tunisian audit reports and timeliness of audit information for shareholders and all users of financial statements (stakeholders). This paper provides new empirical evidence about the timeliness of audit reports in Tunisia. It holds two dates that influence the needs of users of financial statements: the date of signature of the auditors and the date of publication of the audit reports in the financial bulletin. The same article discusses the variability of the timeliness of audit reports and the factors that explain the delay information.

scholarly journals Statutory audit in Slovakia – significant phenomenon of global European changes

2020 ◽  
Vol 74 ◽  
pp. 06006
Author(s):  
Denisa Domaracká ◽  
Veronika Kňažková
Keyword(s):  
Financial Reporting ◽  
Global Economy ◽  
Financial Statements ◽  
Legislative Regulation ◽  
Significant Phenomenon ◽  
The Subject ◽  
The Impact ◽  
Regulation Changes ◽  
Audit Performance

The changing global economy environment also affected the area of statutory audit. Nowadays, statutory audit faces the significant changes not only because of the processes of digitization and automation in accounting and auditing, but because of increased and tightened legislative regulation, too. The most important aspects of financial reporting and auditing are subject to EU Regulations and EU Directives. For this reason, the issue of legislative regulation changes in field of statutory audit in Slovakia has become the subject of our article. Currently, the proposal of amending and supplementing Act. No 431/2002 Coll. on Accounting, as amended underwent an interdepartmental comment procedure. The proposal includes the changes on requirements for statutory audit. This article examines the current proposal to change (mainly increase) the conditions for performing the mandatory statutory audit of financial statements in Slovak audit environment. Our goal is to clarify the reasons and implications behind the changes of Slovak legislation as well as the impact of these changes on audit performance in Slovakia. We believe conducting statutory audits in accordance with the applicable legislation accepted and implemented at international European level can contribute to transparency and improve the quality of audit performance. In order to achieve the goal, it was necessary to choose a purposeful work methodology and research methods.

scholarly journals Transparency of local government in Indonesia

2018 ◽  
Vol 3 (1) ◽  
pp. 123-138 ◽  
Author(s):  
I Made Pradana Adiputra ◽  
Sidharta Utama ◽  
Hilda Rossieta
Keyword(s):  
Local Government ◽  
Financial Reporting ◽  
Local Governments ◽  
Financial Statements ◽  
Political Environment ◽  
Content Type ◽  
Audit Opinion ◽  
Government Response ◽  
Positive Effect

Purpose The purpose of this paper is to provide empirical evidence about the influence of the size of local government, the quality of local government financial statements, the level of local government response to the disclosure of financial information and the local political environment on the transparency of local government in Indonesia. Design/methodology/approach The study sample consisted of 34 regional governments (provinces) in Indonesia in 2016, using purposive sampling and multiple regression analysis. Findings The results showed that the quality of financial reporting through the audit opinion and political environment have a significant positive effect on the transparency of local government in Indonesia. On the other hand, the size of the local government and local government response rate on the regulation do not affect the transparency of local government in Indonesia. Originality/value The agency, legitimacy and institutional theory have an important role in the underlying local government transparency practices in Indonesia. The results of this study should be used as the basis of thought and study to determine the factors that affect the performance of local governments from the financial and non-financial aspects.

scholarly journals EARNINGS MANAGEMENT AS A MANIPULATIVE FORM OF FINANCIAL REPORTING

2019 ◽  
Vol 34 (5) ◽  
pp. 1323-1328
Author(s):  
Marija Milojičić ◽  
Snežana Knežević ◽  
Aleksandar Grgur
Keyword(s):  
Earnings Management ◽  
Financial Reporting ◽  
Financial Analysis ◽  
Balance Sheet ◽  
Financial Statements ◽  
Legal Framework ◽  
Business Decisions ◽  
Accounting Principles ◽  
The Republic

The financial statements, as the end product of the accounting information system, are a structural account of the financial position and financial success of an entity's business over a period. Earnings or net profit indicates an important position in the financial statements and is considered as a measure of a company’s success. Earnings management comes from the accounting skills that executives and business owners use when making business decisions. The Generally Accepted Accounting Principles set out in International Accounting Standards (hereinafter IAS) and International Financial Reporting Standards (hereinafter referred to as IFRS) generally give the owner or manager the choice between several accounting methods within the various stages of the accounting process. One of these methods is creative accounting, which is often correlated with the manipulation of financial statements. Creativity in accounting is known to be legal and to stay within the legal framework, but it is often the case that, with its creativity, it is beyond its boundaries. The way managers exercise this discretion is very important to the quality and objectivity of financial reporting.The tendency of the owners, and then the managers, to show the performance of the company better than they really are, is certainly not new. The reason that in the world from the beginning of the 2000s to the present day, both by the scientific and professional public and by the regulatory bodies in charge of financial reporting, particular attention is paid to this problem are the major political and economic scandals caused by the inaccurate presentation of financial statements. It is considered that manipulative accounting practices are applied in the preparation of financial statements when the application of accounting principles is made with the intention of achieving the desired objective, such as, for example, generating greater profit regardless of whether the procedures selected are in accordance with international and local prescribed rules.The prevalence of manipulation of financial statements depends on the situation in the environment, the quality of the normative basis of financial reporting, the quality of management and the ability of accountants to comply with professional and ethical standards. The environment implies the general economic situation, the existence or absence of appropriate legislation, including its implementation, as well as the relation to tax liabilities.The result of the original empirical research is presented in this paper. The research was conducted in the form of a case study of a domestic business entity (the Republic of Serbia), whose main activity is trade in sports and fashion products. The financial analysis was performed using the Beneish model, which was derived from the official financial statements of the companies, collected from publicly available databases (Balance Sheet and Income Statement 2016-2018) as the basic information base in order to discover the degree of possible manipulation of their own earning capacity. This model has become particularly popular since the Beneish M-scoring model revealed the manipulation of the financial results of the US company Enron, which went bankrupt in 2001.

scholarly journals A literature review on the impact of IAS/IFRS and regulations on quality of financial reporting

2016 ◽  
Vol 6 (4) ◽  
pp. 102-114 ◽  
Author(s):  
Newman Wadesango ◽  
Edmore Tasa ◽  
Khazamula Milondzo ◽  
Ongayi Vongai Wadesango
Keyword(s):  
Financial Reporting ◽  
Accounting Standards ◽  
Reporting Quality ◽  
Financial Statements ◽  
Conclusive Evidence ◽  
Financial Reporting Quality ◽  
International Accounting Standards ◽  
Ifrs Adoption ◽  
The Impact

The International Accounting Standards Board (IASB) in its objectives and preamble, presume that IFRS adoption and perceived compliance to regulatory framework is associated with increased financial reporting quality. Based on these assumptions, this desktop study reviewed several documents to determine whether the IFRS adoption has led to increased financial reporting quality in Zimbabwe. The researchers reviewed literature on how the IAS/IFRS and regulations affect the financial reporting quality of listed companies. The factors around IFRS adoption were identified (mandatory, voluntary and convergence) and discussed in relation to the financial reporting quality. Evidence from previous studies conducted in line with this same issue shows that there is no conclusive evidence on how IFRS and regulations affect the financial reporting quality. Issues to be addressed in further studies include the importance of financial statements prepared under IFRS framework and the importance of compliance with accounting and auditing requirements.

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