A major contributor to this article appears to have a close connection with its subject.(July 2020) |
Mark J. Nigrini | |
---|---|
Born | Cape Town, South Africa |
Citizenship | United States of America |
Alma mater | University of Cincinnati (PhD) University of Stellenbosch (M.B.A.) University of Cape Town B.Com (Hons) |
Occupation | Associate Professor of Accounting |
Employer | West Virginia University |
Known for | Publications related to Benford's Law |
Awards | Journal of Accountancy, Lawler Award 2014 |
Website | nigrini |
Mark J. Nigrini, born in Cape Town, South Africa, is an Associate Professor of Accounting at the College of Business and Economics at West Virginia University in Morgantown, West Virginia. [1]
Nigrini has a B.Com (Hons) degree from the University of Cape Town, an MBA degree from the University of Stellenbosch, and a PhD degree from the University of Cincinnati. [1] In addition to his academic credentials, Nigrini passed the Chartered Accountant (South Africa) exam in 1981 and his early accounting career included time with Peat, Marwick, Mitchell & Co. (now KPMG) and as a divisional accountant. [1]
Nigrini is best known for his work on using Benford's Law as an auditing and accounting tool to detect anomalies in company data. [2] [3] [4] [5] [6] [7] He is the author of Forensic Analytics [8] [9] which describes data analytics tests designed to detect fraud, errors, estimates, and biases in financial data. He is also the author of Benford's Law. [10] Benford's Law gives the expected patterns of the digits in tabulated data and it has been used by auditors and scientists to detect anomalies in tabulated data. [11]
In August 2014 Nigrini published an article, Lessons from an $8 million fraud, with Nathan J. Mueller who stole $8.45 million from his employer, an insurance company, over a four-year period. [12] In the article Mueller describes his fraud scheme, how he explained his newfound wealth in the form of expensive cars, watches, nightlife entertainment, and Las Vegas gambling trips, to his wife and friends, and ultimately how he was caught. Mueller served his sentence at Federal Prison Camp, Duluth, a minimum security federal prison. He was released on February 27, 2015. In the article Nigrini reviews the preventive and detective anti-fraud measures that could have detected the multimillion-dollar fraud four years before it was detected, and only by chance. Nigrini and Mueller won the Lawler Prize for the article in 2014. [13]
Nigrini serves on the Executive Editorial Board of the International Journal of Disclosure and Governance [14] and also of the Journal of Forensic & Investigative Accounting. [15]
Nigrini has served as an expert witness and has done consulting engagements for large international organisations [16] and government departments at the state level. [1]
Nigrini's forensic work has been referenced in the media including The Financial Times , The New York Times , [17] The Wall Street Journal , [18] [19] The Globe and Mail , [20] and New Scientist . [21] His work has also been featured in foreign language publications such as Der Spiegel . [22] His radio interviews have included the BBC in London, and NPR [23] in the United States. His television interviews have included appearances on NBC's Extra and Investigation Discovery for their series on Evil Twins. [1] A recent interview filmed in Ottawa, Ontario in December, 2019 for the Audit Informer addressed some advanced aspects of Benford's Law. [24]
Nigrini is the recipient of the West Virginia Society of Certified Public Accountants' Outstanding Educator Award for 2020. [25]
In October 2013, Nigrini delivered the Sufrin Lectureship in Accounting at the University at Buffalo. [26] In April 2014 Nigrini presented a pre-conference workshop in Palm Springs, California at the annual conference of the National Association of Purchasing Card Professionals on using Forensic Analytics to detect purchasing card fraud, errors, waste and abuse. [27] He also presented a keynote talk on Benford's Law at the same conference. [28] In June 2014 he presented a pre-conference workshop in San Antonio, Texas at the annual global conference of the Association of Certified Fraud Examiners on Benford's Law and Analytical Fraud Detection Techniques. [29] In October, 2018 he presented two break-out sessions and one general session at the 27th Annual Conference of the International Association of Airline Internal Auditors held in Panama City, Panama. [30] Nigrini, along with Arno Berger, Theodore Hill, and Steven Miller, were keynote speakers at the Benford's Law Conference organized by the European Union (Stresa, Italy, 10–12 July 2019). [31]
Accounting, also known as accountancy, is the process of recording and processing information about economic entities, such as businesses and corporations. Accounting measures the results of an organization's economic activities and conveys this information to a variety of stakeholders, including investors, creditors, management, and regulators. Practitioners of accounting are known as accountants. The terms "accounting" and "financial reporting" are often used interchangeably.
Benford's law, also known as the Newcomb–Benford law, the law of anomalous numbers, or the first-digit law, is an observation that in many real-life sets of numerical data, the leading digit is likely to be small. In sets that obey the law, the number 1 appears as the leading significant digit about 30% of the time, while 9 appears as the leading significant digit less than 5% of the time. Uniformly distributed digits would each occur about 11.1% of the time. Benford's law also makes predictions about the distribution of second digits, third digits, digit combinations, and so on.
Ernst & Young Global Limited, trade name EY, is a multinational professional services partnership. EY is one of the largest professional services networks in the world. Along with Deloitte, KPMG and PwC, it is considered one of the Big Four accounting firms. It primarily provides assurance, tax, information technology services, consulting, and advisory services to its clients.
The American Institute of Certified Public Accountants (AICPA) is the national professional organization of Certified Public Accountants (CPAs) in the United States, with more than 428,000 members in 130 countries. Founded in 1887 as the American Association of Public Accountants (AAPA), the organization sets ethical standards and U.S. auditing standards. It also develops and grades the Uniform CPA Examination. AICPA is headquartered in Durham, North Carolina, and maintains additional offices in New York City, Washington, D.C., and Ewing, New Jersey.
Certified Public Accountant (CPA) is the title of qualified accountants in numerous countries in the English-speaking world. It is generally equivalent to the title of chartered accountant in other English-speaking countries. In the United States, the CPA is a license to provide accounting services to the public. It is awarded by each of the 50 states for practice in that state. Additionally, all states except Hawaii have passed mobility laws to allow CPAs from other states to practice in their state. State licensing requirements vary, but the minimum standard requirements include passing the Uniform Certified Public Accountant Examination, 150 semester units of college education, and one year of accounting-related experience.
An audit is an "independent examination of financial information of any entity, whether profit oriented or not, irrespective of its size or legal form when such an examination is conducted with a view to express an opinion thereon." Auditing also attempts to ensure that the books of accounts are properly maintained by the concern as required by law. Auditors consider the propositions before them, obtain evidence, roll forward prior year working papers, and evaluate the propositions in their auditing report.
A financial audit is conducted to provide an opinion whether "financial statements" are stated in accordance with specified criteria. Normally, the criteria are international accounting standards, although auditors may conduct audits of financial statements prepared using the cash basis or some other basis of accounting appropriate for the organization. In providing an opinion whether financial statements are fairly stated in accordance with accounting standards, the auditor gathers evidence to determine whether the statements contain material errors or other misstatements.
Forensic accounting, forensic accountancy or financial forensics is the specialty practice area of accounting that investigates whether firms engage in financial reporting misconduct, or financial misconduct within the workplace by employees, officers or directors of the organization. Forensic accountants apply a range of skills and methods to determine whether there has been financial misconduct by the firm or its employees.
Founded in 1904, the Association of Chartered Certified Accountants (ACCA) is the global professional accounting body offering the Chartered Certified Accountant qualification (ACCA). It has 240,952 members and 541,930 future members worldwide. ACCA's headquarters are in London with principal administrative office in Glasgow. ACCA works through a network of over 110 offices and centres in 51 countries - with 346 Approved Learning Partners (ALP) and more than 7,600 Approved Employers worldwide, who provide employee development.
Computer-assisted audit tool (CAATs) or computer-assisted audit tools and techniques (CAATTs) is a growing field within the IT audit profession. CAATs is the practice of using computers to automate the IT audit processes. CAATs normally include using basic office productivity software such as spreadsheets, word processors and text editing programs and more advanced software packages involving use statistical analysis and business intelligence tools. But also more dedicated specialized software are available.
Forensic accountants are experienced auditors, accountants, and investigators of legal and financial documents that are hired to look into possible suspicions of fraudulent activity within a company; or are hired by a company who may just want to prevent fraudulent activities from occurring. They also provide services in areas such as accounting, antitrust, damages, analysis, valuation, and general consulting. Forensic accountants have also been used in divorces, bankruptcy, insurance claims, personal injury claims, fraudulent claims, construction, royalty audits, and tracking terrorism by investigating financial records. Many forensic accountants work closely with law enforcement personnel and lawyers during investigations and often appear as expert witnesses during trials.
David G. Friehling is an American accountant who was arrested and charged in March 2009 for his role in the Madoff investment scandal. He subsequently pleaded guilty to rubber-stamping Bernard Madoff's filings with regulators rather than fully reviewing them. His role in covering up Madoff's massive Ponzi scheme makes it the largest accounting fraud in history.
Fraud represents a significant problem for governments and businesses and specialized analysis techniques for discovering fraud using them are required. Some of these methods include knowledge discovery in databases (KDD), data mining, machine learning and statistics. They offer applicable and successful solutions in different areas of electronic fraud crimes.
Benny K B Kwok is a forensic accountant and an expert witness, the author of a series of published titles in print worldwide - Forensic Accountancy 1st & 2nd Editions Financial Analysis in Hong Kong 1st & 2nd Editions, "Business Terms & Phrases for Surveyors, Engineers & Facilities Managers in Hong Kong" ISBN 9789887735106 and Accounting Irregularities in Financial Statements. He co-authored a paper titled "Emergence of Fintech and cybersecurity in a global financial centre: Strategic approach by a regulator" published in Journal of Financial Regulation and Compliance in 2017 <ref>Benny K.B. Kwok (2017), Emergence of Fintech and cybersecurity in a global financial centre: Strategic approach by a regulator, Emerald
The history of accounting or accountancy can be traced to ancient civilizations.
Frank A Buckless is an American business educator, textbook editor and author, as well as consultant who is known for his expertise in auditing. Buckless is the Stephen P. Zelnak Dean of the Poole College of Management at North Carolina State University.
Albert J. Meyer was a forensic accountant and investor who is credited with uncovering fraud at the Foundation for New Era Philanthropy, one of the largest ponzi schemes in U.S. history, as well as notable accounting irregularities at several large public companies. Meyer died on February 3, 2022, from lung cancer.
Election forensics are methods used to determine if election results are statistically normal or statistically abnormal, which can indicate electoral fraud. It uses statistical tools to determine if observed election results differ from normally occurring patterns. These tools can be relatively simple, such as looking at the frequency of integers and using 2nd Digit Benford's law, or can be more complex and involve machine learning techniques.
Forensic Accounting and Investigation Standards by ICAI are a set of Forensic Accounting and Investigation Standards issued by The Institute of Chartered Accountants of India (ICAI) for preventing the rising issues of accounting, financial and loan irregularities. The standards are designed to be helpful for banks, regulators, corporate entities, and enforcement agencies such as the Economic offense Wing, Enforcement Directorate, Serious Fraud Investigation Office, Central Bureau of Investigation and Reserve Bank of India (RBI) and users of these reports on standardising the activities and to highlight the fundamental principles to be followed by members while auditing and acts as performance benchmarks. The standards lays down the primary qualitative measures for conducting investigations. The full set of FAIS standards drafted for the forensic professionals by The Institute of Chartered Accountants of India (ICAI) with the help of group of professionals and experts is the first in the accounting world.
Artificial intelligence is used by many different businesses and organizations. It is widely used in the financial sector, especially by accounting firms, to help detect fraud.