Accounting Commons^™

The Application Of Natural Language Processing Towards Auditing Of Unstructured Data: A Design Science Approach, Dennis K. Amoatey

Electronic Theses and Dissertations

Financial auditors must manually review large volumes of unstructured text that may include contracts, internal policies, footnotes, and journal entry descriptions. This time-intensive process introduces risk of human error and inconsistency. Despite advances in automation, no systematic approach exists for applying Natural Language Processing (NLP) to this problem at scale. Using a design science approach, this study develops a framework that demonstrates how NLP techniques can be incorporated across key phases in the audit process, including planning, internal controls evaluation, evidence gathering, and reporting. Initial evaluation through expert feedback had a mix of responses. While some argued difficulty with data …

The Impact Of Quantum Computing And Distributed Ledger Technology On Accounting/Auditing/Finance Systems, Ulingeta O. L. Mbamba

Business Management Review

The integration of Quantum Computing (QC) and Distributed Ledger Technology (DLT) is poised to fundamentally reshape modern accounting by transforming how financial data is processed, secured, and verified. QC, utilising qubits, will exponentially enhance data analytics, risk assessment, and real-time financial forecasting, accelerating complex auditing tasks far beyond the capabilities of classical systems. In parallel, DLT, such as blockchain, provides a decentralised, immutable record of transactions, significantly increasing transparency and trust. This synergy may enable real-time analysis, continuous auditing, and intelligent automation, converting traditional static, centralised processes into dynamic, transparent ecosystems. Together, this convergence may redefine accounting, auditing, and finance, …

Tax Contingency Audit Workpapers: Current Developments, Observations, And Proposals, William T. Diss, Robert E. Hanson

Tax Adviser

No abstract provided.

Who Should Take Responsibility For Artificial Intelligence Actions And Outcomes? Perception Of Auditors As Users Of Ai Systems, Hanh Hoang Le

Doctoral Dissertations

As artificial intelligence (AI) systems become increasingly embedded in auditing processes, questions arise regarding how professional auditors perceive and allocate responsibility for AI-assisted decisions. This study investigates the effects of AI explainability and auditors’ perceived autonomy on perceived responsibility in the context of audit decision-making. Drawing on theories of moral responsibility and professional judgment, the study employs a 2x2 experimental design using hypothetical audit scenarios to manipulate levels of AI explainability and auditors’ autonomy. Hierarchical regression analysis reveals that perceived autonomy statistically significantly increases auditors’ perception of responsibility for AI-assisted decisionmaking, whereas AI explainability is not a significant predictor. Additionally, …

Proof Of Reserves: A Double-Helix Framework, Maksym Lazirko, Deniz Appelbaum, Miklos Vasarhelyi

Department of Accounting and Finance Faculty Scholarship and Creative Works

Cryptocurrency exchanges face increasing pressure to demonstrate reserve adequacy following platform failures, yet current Proof of Reserves (PoR) systems suffer from incomplete verification approaches that examine either on-chain or off-chain assets separately. This study introduces the Double-Helix Framework, a verification methodology that integrates on-chain blockchain analysis with off-chain consensus algorithms to provide complete assessment of exchange financial positions. The framework employs parallel verification strands that simultaneously validate blockchain-recorded transactions and off-chain financial information, creating a unified assessment mechanism that addresses the verification gaps in existing PoR systems. The framework's integration of traditional auditing principles with distributed ledger verification creates new …

Performance Auditing Trends At A Supreme Audit Institution: Uk National Audit Office, 1999 To 2021, Amir Michael, Laurence Ferry, Bruce Mcdonald, Henry Midgley

School of Public Service Faculty Publications

Performance audits have become increasingly important across the world. Scholars know that a variety of practices are incorporated within performance audits and have mapped this diversity. However, few quantitative studies examine performance auditing as a practice. This study fills that gap. By analyzing the published performance audit documentation of the UK National Audit Office (NAO), the study explores the influences of governmental change and crises behind changes in a supreme audit institution's performance audit. It also examines whether performance audits are diverse by examining the language used by the auditors. The study provides evidence that neither crises nor changes of …

Determinants And Consequences Of Engaging With Multiple Auditors In The Mutual Fund Industry, Chelsea Mae Anderson

Graduate Theses and Dissertations

Mutual funds are an important industry and component of capital markets, with $34 trillion in assets under management that hold 32 percent of exchange-traded common equities. In this industry, there are often multiple auditors serving the same client concurrently, which could impact auditor behavior. I examine the determinants of engaging with multiple auditors, finding that it is driven by fund complex size, recent merger activity, and having multiple locations. I also examine the consequences of this dynamic, finding that funds in multiple auditor complexes pay lower audit fees and have higher audit quality, as proxied by audit adjustments. I find …

Budgeting For The Moon: A Comparative Analysis Of Public Support And Financial Performance In The Apollo And Artemis Eras, Christian Chlebowski

University Scholar Projects

The Artemis program aims to land mankind on the lunar surface for the first time in over fifty years in a vastly changed social and economic climate. In this study, I examine existing literature to contextualize and compare the origins, Congressional authorization and appropriations processes, and public accountability mechanisms of the Apollo program (1961-1972) and the Artemis program (2017-present). I utilize multivariate regression models to examine Congressional responsiveness to public opinions of lunar exploration programs. I find that Congress appears to be responsive to constituent attitudes regarding space exploration, particularly during the Apollo era. I also examine the relationship between …

Enhancing Audit Quality Through Artificial Intelligence: An External Auditing Perspective, Jonah Mitan

Accounting Undergraduate Honors Theses

The evolving landscape of the audit profession has been significantly influenced by the integration of artificial intelligence (AI) and automation, marking a pivotal shift in audit methodologies, the auditors' roles, and the overarching quality of audits. This thesis delves into the breadth of AI's impact on the industry through a comprehensive review of academic literature, professional publications, and industry insights, highlighting the transformative effects of AI on audit processes. AI-driven tools, including machine learning, deep learning, and natural language processing can expedite laborious audit tasks, enhancing data analytics capabilities, and enabling more accurate risk assessment and fraud detection. AI technologies …

The Implications Of Artificial Intelligence On Junior Auditors, Kaye Ragasajo

Senior Honors Theses

The aim of this paper is to explore the evolving intersection of financial statement auditing and artificial intelligence (AI). A timeline of AI adoption in auditing is traced, detailing its impact on audit processes and the contemporary role of junior auditors. Challenges faced by junior auditors are identified, with an emphasis on the potential benefits and ethical concerns surrounding AI integration. Recommendations for adapting to AI's emergence and addressing challenges are provided. The analysis underscores the need for industry-wide collaboration, regulatory adjustments, and the cultivation of digital ethics. As AI continues to reshape auditing, future trends expected within the profession …

Understanding The Ey Split: A Qualitative Approach, Joseph Long

Honors Projects

This research project takes a qualitative approach at analyzing the proposed split between the audit and consulting operations of the accounting firm known as Ernst & Young (EY). The two specific research questions this project attempts to answer are: 1. What specific reasons led to the downfall of EY’s proposed split? 2. Could a similar project be more successful in the future for EY or another firm? In order to answer these questions, a variety of articles in reputable business publications pertaining to the EY split were analyzed to get their take on the proposed split. In addition, an assortment …

Effect Of Black- Or White-Sounding Name And Impact Of Intergroup Contact With Black Individuals On Auditor Judgments, Vanessa J. Tijerina

Doctor of Business Administration (DBA)

The accounting profession in the United States continues to reflect a gap in racial diversity, with the majority of accountants being white. Implicit racial bias results in discrimination in the U.S. today, specifically against Black individuals. Within accounting, the auditing specialty requires exercising professional judgment that could present opportunities for implicit racial bias to affect the financial statements. This study aims to fill gaps in the existing research by answering the following questions: 1) How does the race of the CFO affect the accounting judgments of auditors? 2) How does intergroup contact with Black individuals impact auditors’ accounting judgments when …

How Emerging Technologies Are Reshaping Audit Success Factors, Yueqi Li

Legacy Theses & Dissertations (2009 - 2024)

The external audit profession faces a rapidly changing environment due to innovative and intelligent technologies. For example, traditional external auditors are challenged to perform cybersecurity related tasks and conduct remote audits. Today, external audits are not only performed on financial statements and IT controls, but also on Artificial Intelligence (AI) systems to ensure compliance with laws and ethical standards, and technical robustness. To address these emerging trends of technology and their impact on the audit profession, this dissertation focuses on three research questions: 1) What affects professional auditors’ and accounting students’ performance in cybersecurity-related tasks? 2) How are changes from …

The Impact Of Audit Technology On Audit Task Outcomes: Evidence For Technology-Based Audit Techniques, Marc Eulerich, Adi Masli, Jeffrey Pickerd, David A. Wood

Faculty Publications

As audit technology becomes more widespread, practice and academia are raising concerns about the costs and benefits of these technologies. We examine how internal auditors use technologybased audit techniques (TBATs) and how TBATs impact the efficiency and effectiveness of their audits. We use two surveys and interviews of individual auditors and chief audit executives (CAE) to examine their perceptions of TBATs. Auditors perceive TBATs as beneficial. Specifically, an increase in the use of TBATs is associated with completing more audits, finding more risk factors, providing more recommendations, and decreasing audit days. However, CAEs also perceive TBATs to be costly. An …

Audit Adjustments Matter: What They Reveal About Companies' Financial Reporting, Themin Suwardy, Chu Yeong Lim

Research Collection School Of Accountancy

This study investigates the characteristics, nature and extent of proposed audit adjustments to the financial statements of listed companies in Singapore. Data was gathered from the 2018 to 2020 financial statements of 412 companies, along with views of close to 280 audit committee chairs and heads of finance (or similar designations) on the effectiveness of their companies’ finance function.

Could Sox Be Better? : Exploring The Advantages And Shortfalls Of Sarbanes-Oxley, Christopher Clark

Honors Theses

The Sarbanes-Oxley Act was ratified in 2002 to mixed reviews. Over the past 18 years, many researchers have come to different conclusions about the effectiveness of SOX. This paper proposes amendments to make SOX as effective as possible without increasing compliance costs and as cost effective as possible without decreasing efficacy.

Business Risk And Attest Service Fees: Understanding The Effect Of Low Fed Interest Rates On Bank Audit Fees, Lucas Erik Jones

Honors Theses and Capstones

No abstract provided.

The Effect Of The Covid-19 Pandemic On The Issuance Of Going Concern Opinions And Financial Restatements, Jessica Oswald

Honors Theses and Capstones

No abstract provided.

Auditor Information Spillovers And Company Operating Performance: Evidence From Targeted Auditor Switches, Tyler Kleppe

Graduate Theses and Dissertations

In this study, I examine whether companies realize operational benefits from making “targeted auditor switches” (i.e., engaging a new auditor recently dismissed by a competitor company). While prior work provides evidence consistent with companies perceiving that auditor information spillovers are costly, there is sparse extant evidence as to whether auditors actually do transfer operational information across companies. I find that companies that switch to a competitor’s former auditor realize significant subsequent improvements in operating performance, and I provide evidence that the association between targeted auditor switches and improvements in operating performance varies predictably with several across- and within-market factors. In …

The Evolution Of The Auditor And Auditing Profession: The Impact Of The Sarbanes-Oxley Act Of 2002, Kylie Pollack, Scott Delanty

Honors Thesis

The Sarbanes-Oxley Act of 2002 (SOX) was arguably the most influential piece of legislation passed to affect the accounting profession. Over the past nearly two decades since SOX was enacted, the auditor and auditing profession has evolved. The public’s perceptions of auditors and the profession have improved as a result of major legislation such as the Sarbanes-Oxley Act of 2002. This paper explores the evolution of the auditor and audit profession over the course of three different time periods to understand the function of the auditor. This paper is broken down into four major components. First, this paper explores what …

Internal Audit Policy Statement, American Institute Of Certified Public Accountants. Internal Audit Division, Jerry Cicalese

Guides, Handbooks and Manuals

No abstract provided.

International Auditing Considerations At Carrefour S.A., Timothy Seidel, Bill Tayler

Faculty Publications

Carrefour S.A. is a multinational retailer headquartered in France that operates over 10,800 stores worldwide consisting of hypermarkets (a supermarket and department store under one roof), supermarkets, and convenience stores, as well as e-commerce websites. The objective of this three-part case study is to expose students to international (or multi-national client) audit issues/considerations. Multi-national clients often have multiple locations or components that require separately audited financial information that is included in consolidated or group financial statements. The first case exposes students to the need to allocate materiality across components of a group audit. The second part of the case then …

Data Analytics In An Audit: Examining Fraud Risk And Audit Quality, Sondra Smith

Doctor of Business Administration Dissertations

ABSTRACT

DATA ANALYTICS IN AN AUDIT: EXAMINING FRAUD RISK AND

AUDIT QUALITY

by

Sondra Smith

This study is comprised of two papers which examine, through interviews and an experiment, the current practices of data analytics of CPA firms, whether and how fraud risk impacts the usage of data analytics in an audit, and the effect data analytics has on the efficiency and effectiveness of an audit. The implementation of data analytics in an audit is relatively new, and there is not a good understanding of how it is currently being used in practice. Although historically the auditing profession has been …

Blockchain And The Future Of The Audit, Connor Ortman

CMC Senior Theses

“In the future, virtually every function in the world of financial services will be displaced, disintermediated and decentralized. The Internet gave us a powerful way to share and access information. Blockchain now gives us a powerful way to share and access value.”

During a February 2017 AICPA roundtable, Chairman of the Wall Street Blockchain Alliance and previous Global Head of Trading Analytics at Thomson Reuters, Ron Quarantana spoke to the revolutionary scale of blockchain. Quaranta, viewed by many as an expert in financial technology, predicts that the adoption of blockchain, both by the Big Four accounting firms and their clients, …

Association Of Insider Trading Patterns With Earnings Management Citations From 2002-2012, Anne-Mary Emuobonuvie Nash-Haruna

Walden Dissertations and Doctoral Studies

Insider trading and earnings management (EM) have traditionally been associated with fraud and corporate scandals. Corporations involved in fraudulent financial reporting or earnings manipulations were assumed to have used insider trading patterns to manipulate earnings, thereby concealing information from investors. The purpose of this quantitative, non-experimental study was to examine the association between insider trading patterns and EM citations among a randomly selected sample of publicly traded companies. The research question pertained to the association between the number of EM citations and whether a firm exhibited patterns of insider trading among publicly traded firms. The theoretical framework was based on …

Analytical Procedures, October 1, 2017; Audit Guide, American Institute Of Certified Public Accountants (Aicpa)

Industry Guides (AAGs), Risk Alerts, and Checklists

No abstract provided.

The Expanded Auditor's Report: A Case Study From The United Kingdom, Maria Jones

Senior Honors Projects, 2010-2019

This paper examines whether or not the Public Company Accounting Oversight Board should adopt new standards similar to those recently adopted in the United Kingdom by performing a qualitative analysis of the information provided in the expanded auditor’s reports of four major UK grocery store chains both prior to and after the adoption of the new standard. In my analysis I find that the external auditor is frequently reporting on key audit matters and risks that are already being reported by management, and therefore already known to investors, suggesting little to no added value in the expanded auditor’s report.

The Influence Of Cognitive Factors On The Relationship Between Accounting Standard Precision And Aggressive Financial Reporting, Kara E. Hunter

2017

The U.S. SEC has formally advocated for the creation of a single set of global accounting standards. As the SEC considers converging U.S. GAAP with IFRS, there is heightened interest in how the precision of accounting standard influences the quality of the financial reporting process. My dissertation consists of three studies that seek to address how accounting standard precision interacts with different behavioral factors to influence aggressive financial reporting decisions and auditor judgment. Paper one presents evidence of a significant interactive effect of standard precision and preparer incentive horizon. Specifically, we find evidence that when the incentive horizon is long …

Managing Informal Learning In The Auditing Profession: How Auditors Develop Proficiency, Michelle Kusaila

Walden Dissertations and Doctoral Studies

The auditing environment is in a period of innovation, and auditors need to maintain their financial reporting commitment to financial statement stakeholders. The purpose of this quantitative cross-sectional survey study was to examine the impact of auditors' perceptions of informal workplace learning contexts on the external auditing profession using a perceived organizational support lens. Organization support theory includes four aspects used to explore informal workplace learning: management support, peer support, supportive organizational culture, and access to work resources. These aspects were used to examine the impact of informal learning on auditors' engagement and performance. Multiple linear regression was used to …

Audit Firm Rotation, Audit Firm Tenure, And Audit Committee Support In Accounting Disputes, Janice E. Rummell

Doctor of Business Administration Dissertations

Since the late 1990s, U.S. regulators have sought to increase auditors’ independence from management and to reduce the presumed detrimental effects of economic bonding on public company financial reporting. Implementation of mandatory audit firm rotation that limits auditor tenure to reduce potential independence impairment has been discussed in the U.S. and other jurisdictions, and adopted in some non-U.S. jurisdictions. While audit firm rotation is expected to increase auditor independence, the opponents of mandatory rotation cite decreasing auditor expertise as a significant counter-argument. This independence/expertise trade-off is integral to much of the academic discussion of mandatory audit firm rotation. The audit …