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Articles 61 - 90 of 40453
Full-Text Articles in Accounting
Effectiveness Of Banking Marketing Strategies And Their Impact On Attracting Customers: A Comparative Study Between The Trade Bank Of Iraq (Tbi) And The Bank Of Baghdad, Azzam Saleh Abd
Muthanna Journal of Administrative and Economics Sciences
The research problem centers on the growing gap between the marketing strategies adopted by Iraqi banks and the increasing expectations of customers in the digital age, which has led to a noticeable disparity in the ability to attract and retain customers between the public and private sectors. Despite its capital strength and sovereign status, the Trade Bank of Iraq (TBI) faces challenges in aligning its marketing flexibility with the needs of individuals versus large corporations, while the Bank of Baghdad struggles to promote trust and security to compete with government guarantees. To analyze this problem, three main hypotheses were formulated: …
The Impact Of Certain Electronic Payment Methods On Iraqi Bank Credit For The Period 2018–2024, Kareem Muttair Hassan Al-Zayadi, Ali Jaber Abdul-Hussein Al-Maali
The Impact Of Certain Electronic Payment Methods On Iraqi Bank Credit For The Period 2018–2024, Kareem Muttair Hassan Al-Zayadi, Ali Jaber Abdul-Hussein Al-Maali
Muthanna Journal of Administrative and Economics Sciences
The information revolution and the significant acceleration in the proliferation of electronic payment instruments over the last decade represent the primary frontier in reshaping traditional economic transactions, with the banking sector garnering the utmost attention in this domain, and beginning from 2018, Iraq initiated its digital financial transformation operations through the Central Bank launching initiatives to regulate the work of electronic payment companies, and the significance of this study lies in formulating an integrated analytical and econometric vision to explore the dynamic relationship between the expansion of these systems and the efficiency and trends of bank credit for the period …
Integrating Green Target Costing & Time-Driven Activity-Based Costing Techniques Under Artificial Intelligence, Mohammed Sameer Deherieb Al Robaaiy, Zahraa Falah Jali
Integrating Green Target Costing & Time-Driven Activity-Based Costing Techniques Under Artificial Intelligence, Mohammed Sameer Deherieb Al Robaaiy, Zahraa Falah Jali
Muthanna Journal of Administrative and Economics Sciences
This research aims to study the impact of integrating green target costing and time-directed activity-based costing (TD-ABC) techniques in light of artificial intelligence applications. The goal is to improve the accuracy and efficiency of cost management and achieve environmental sustainability at the General Company for Light Industries/Ishtar Factory. The research relied on actual data for a 15-cubic-foot refrigerator. Traditional costs and the company’s actual selling price were analyzed and compared with the green target cost, calculated based on the green target selling price and green profit margin. The TD-ABC method was applied to calculate the cost per minute for each …
Customer Experience Of Banking Service And Its Impact On Achieving Competitive Advantage Applied Study In A Sample Of Banks Operating In Al-Muthanna Governorate, Ahmed Mankhi Gshayyish, Rajaa Ali Hassan
Customer Experience Of Banking Service And Its Impact On Achieving Competitive Advantage Applied Study In A Sample Of Banks Operating In Al-Muthanna Governorate, Ahmed Mankhi Gshayyish, Rajaa Ali Hassan
Muthanna Journal of Administrative and Economics Sciences
With the help of advances in information technology and intensifyingcompetition on financial markets, gaining competitive advantage in the banking sector is no longer price or quality of product dependent, but rather relies on managing customer experience in all its facets and associated touchpoints. The" customer experience embodies an organic model for the customers perception and memories integrated which serve to improve the bank's image and superiority of its competitive position. In the light of the above, this research is also based on investigating customer experience in operating public banks and clarifying its impact on achieving competitive advantage by exploring the …
Measuring And Analysing The Impact Of The Construction Sector On Per Capita Real Gdp In Iraq For The Period 2000–2024, Haider Abd Radhi
Measuring And Analysing The Impact Of The Construction Sector On Per Capita Real Gdp In Iraq For The Period 2000–2024, Haider Abd Radhi
Muthanna Journal of Administrative and Economics Sciences
This study examines the extent to which the construction sector contributes to the national economy, specifically through its contribution to gross domestic product (GDP) at constant prices and per capita GDP. as this sector, which constitutes a significant part of the national economy in Iraq, aims to achieve an increase in GDP and per capita GDP and to achieve economic growth through the development of infrastructure in Iraq. Standard methods were used to measure the impact of the construction sector (the independent variable) on per capita real GDP (the dependent variable) during the period from 2000 to 2024, using the …
Consumer Behavior In The Social Media Ecosystem: A Scoping Review Of Influential Factors, Huda Fadhil Gatea
Consumer Behavior In The Social Media Ecosystem: A Scoping Review Of Influential Factors, Huda Fadhil Gatea
Muthanna Journal of Administrative and Economics Sciences
The rapid expansion of social media has fundamentally transformed the ways consumers search for information, interact with brands, and make purchasing decisions. This study provides a structured synthesis of the literature on consumer behavior in the social media ecosystem using a Scoping Review approach aligned with the PRISMA-ScR framework. The review aimed to map the main research streams, identify dominant thematic categories, and clarify the conceptual directions shaping this field. A total of 31 studies published between 2011 and 2025 were included in the final review following a multi-stage screening process involving identification, screening, eligibility assessment, and final inclusion. The …
The Impact Of External Pressures And Regional Tensions On The Iraqi General Budget: An Econometric Analysis For The Period (2004 – 2025), Iqbal Hashem Al Laamy, Sohaila Abdul Zahra Al-Hujaimi
The Impact Of External Pressures And Regional Tensions On The Iraqi General Budget: An Econometric Analysis For The Period (2004 – 2025), Iqbal Hashem Al Laamy, Sohaila Abdul Zahra Al-Hujaimi
Muthanna Journal of Administrative and Economics Sciences
More than 90% of Iraq’s government revenue comes from oil, which leaves the general budget structurally exposed to whatever happens outside its borders. This study asks how three types of external pressure — oil price volatility, disruptions in international financial transfers, and geopolitical uncertainty — actually reach the Iraqi budget, and over 2004Q1–2025Q3, a span covering three full cycles of external stress. To trace these channels separately, the study uses a Structural Vector Autoregression (S-VAR) model estimated on quarterly data via equation-by-equation OLS, with lower-triangular restrictions from economic theory identifying the structural shocks. The oil price channel is measured directly; …
The Integration Of Artificial Intelligence And Blockchain Technologies And Its Impact On Enhancing Financial Decisions In Banking Institutions, Haibat Hassan Habish, Abduljabbar Alwan Jabr, Ali Saad Mohammed
The Integration Of Artificial Intelligence And Blockchain Technologies And Its Impact On Enhancing Financial Decisions In Banking Institutions, Haibat Hassan Habish, Abduljabbar Alwan Jabr, Ali Saad Mohammed
Muthanna Journal of Administrative and Economics Sciences
The purpose of the research is to examine how the issue of applying Artificial Intelligence (AI) and Blockchain (BC) technologies could be exploited to improve the quality and transparency of financial decisions in the banking sector in Iraq. Descriptive-analytical approach was adopted and data were gathered using a questionnaire and by conducting face-to-face interview (250) with managers, departmental heads and accountants of (15) Iraqi banks listed in the Iraq Stock Exchange. All data were represented by means of the SPSS V.22 and validity and reliability were verified with the help of the regression test and the alpha coefficient of Cronbach. …
Servant Leadership And Organizational Loyalty: Examining The Mediating Effect Of Meaningful Work, Mezher Abdulsada Hunain, Hasan Oudah Abdullah
Servant Leadership And Organizational Loyalty: Examining The Mediating Effect Of Meaningful Work, Mezher Abdulsada Hunain, Hasan Oudah Abdullah
Muthanna Journal of Administrative and Economics Sciences
This study aims to examine the effect of servant leadership on organizational loyalty among administrative and technical employees at the University of Basrah, with particular emphasis on the mediating role of meaningful work in explaining this relationship. The study seeks to provide deeper insight into how servant leadership practices influence employees’ organizational attachment by enhancing their perception of work as meaningful, which in turn strengthens organizational loyalty. A quantitative research design was adopted, and a simple random sample of 362 employees was selected to ensure adequate representation across various colleges and administrative units within the university. Data were collected using …
Smart Financial Management Governance Based On Auditing As A Constitutional Mechanism For Accountability Of Algorithmic Authority, Ahmed Abdul Mahmood Al-Janabi, Yasser Saad Znad, Mohammed Salman Nima
Smart Financial Management Governance Based On Auditing As A Constitutional Mechanism For Accountability Of Algorithmic Authority, Ahmed Abdul Mahmood Al-Janabi, Yasser Saad Znad, Mohammed Salman Nima
Muthanna Journal of Administrative and Economics Sciences
This research examines the structural transformations brought about by the increasing use of algorithms and intelligent systems in financial management. These transformations extend beyond simply improving operational efficiency; they reshape the logic of decision-making and the distribution of power within organizations. The research is based on the premise that intelligent financial management generates a new form of algorithmic power, exercised through relatively closed computational models. This limits the interpretability and accountability of financial decisions within traditional governance frameworks. Furthermore, the research seeks to reframe the audit function from a regressive, compliance-based oversight role to a constitutional mechanism capable of holding …
The Role Of Agile Human Resources In Enhancing Job Performance: An Exploratory Study Of The Opinions Of A Sample Of Human Resources In The Traffic Directorate Of Sulaymaniyah Governorate, Wafaa Salman Ibrahim, James Yohana Odeesh
The Role Of Agile Human Resources In Enhancing Job Performance: An Exploratory Study Of The Opinions Of A Sample Of Human Resources In The Traffic Directorate Of Sulaymaniyah Governorate, Wafaa Salman Ibrahim, James Yohana Odeesh
Muthanna Journal of Administrative and Economics Sciences
Many organizations face challenges related to poor job performance resulting from difficulty adapting to rapid changes in the work environment. This necessitates the adoption of modern management approaches capable of enhancing human resource efficiency and improving performance levels. Agile human resources is one of the most important of these approaches that contributes to enhancing job performance. Based on this, this research seeks to identify the role of lean human resources as an independent variable in enhancing job performance as a dependent variable in the Sulaimaniyah Governorate Traffic Directorate. The research relied on a questionnaire as a data collection tool, consisting …
The Role Of Green Accounting In Achieving Sustainable Development Through The Quality Of Accounting Information: An Empirical Study Of Iraqi Industrial Companies, Ahmed Neamah Abed, Anmar Adnan Khudhair, Farqad Mohammed Bakr Al Saadi
The Role Of Green Accounting In Achieving Sustainable Development Through The Quality Of Accounting Information: An Empirical Study Of Iraqi Industrial Companies, Ahmed Neamah Abed, Anmar Adnan Khudhair, Farqad Mohammed Bakr Al Saadi
Muthanna Journal of Administrative and Economics Sciences
The goal of this study is to highlight the role of green accounting, both direct and indirect, via the quality of accounting information, in achieving sustainable development goals in industrial companies in Iraq. The methodology was done based on data obtained in 2026 through a questionnaire sent to a random sample of 110 employees (accountants, heads of finance departments, finance managers and internal auditors) in industrial companies listed on the Iraq Stock Exchange. Structural equation modelling (SEM) was used to test the hypotheses and pathways by applying AMOS software. Furthermore, the results indicated that the green accounting is positively and …
Non-Parametric Bayesian Modeling For Predicting Financial Market Volatility, Maab Adil Sabbar, Ahmed Imad Jawad Alradhi
Non-Parametric Bayesian Modeling For Predicting Financial Market Volatility, Maab Adil Sabbar, Ahmed Imad Jawad Alradhi
Muthanna Journal of Administrative and Economics Sciences
This study examines methodological developments in modeling financial market volatility, with a particular focus on Bayesian nonparametric approaches as flexible alternatives to traditional parametric models such as GARCH and stochastic volatility frameworks. While characteristics of financial time series—including fat tails, volatility clustering, asymmetry, and structural breaks—limit the effectiveness of rigid parametric specifications, nonparametric Bayesian tools such as Dirichlet Process Mixtures offer adaptive probabilistic structures that better capture the true behavior of returns.
Using daily data from the ISX Main 60 Index, the empirical analysis shows that although the GARCH(1,1) model achieves a good statistical fit, stable volatility estimates, and accurate …
Theory Of Constraints And Its Role In Cost Rationalization, Ayad Raheem Jalfan, Abdulmohsin A. Jaber, Oday Jabbar Abed, Haidar Thajel Jawad
Theory Of Constraints And Its Role In Cost Rationalization, Ayad Raheem Jalfan, Abdulmohsin A. Jaber, Oday Jabbar Abed, Haidar Thajel Jawad
Muthanna Journal of Administrative and Economics Sciences
The current research aims to demonstrate the epistemological foundations for applying the Theory of Constraints and its role in cost optimization within the economic unit under study. To achieve the research objectives, a case study was conducted in one of the formations of the Ministry of Industry and Minerals – the General Company for Rubber and Tire Industries – Babylon Tire Factory – Al-Raklim Plant. The research adopted the descriptive and analytical method. In addition, a questionnaire was used as the primary tool for collecting data from the economic unit – the research unit. (100) questionnaires were distributed, and (80) …
Analyzing The Relationship Between Ai-Enhanced Accounting Disclosure And Financial Reporting Quality: Digital Transparency As A Mediating Variable, Mawj Abbas Jasim Al-Hchaimi, Hasan Talib Hashim, Mohammed Adhab Jassim
Analyzing The Relationship Between Ai-Enhanced Accounting Disclosure And Financial Reporting Quality: Digital Transparency As A Mediating Variable, Mawj Abbas Jasim Al-Hchaimi, Hasan Talib Hashim, Mohammed Adhab Jassim
Muthanna Journal of Administrative and Economics Sciences
The current research aims to study the relationship between AI-enhanced accounting disclosure and the quality of financial reports in the Iraqi banking sector, while also examining the role of digital transparency as a mediating variable in explaining this relationship. The research was conducted on a sample of 180 financial managers, accountants, internal auditors, and IT specialists from three Iraqi banks: Bank of Baghdad, Al-Rasheed Bank, and the Commercial Bank of Iraq. The research employed a descriptive, analytical, and field-based methodology, using a structured questionnaire, personal interviews, and objective system-performance indicators as the main tools of data collection. Data were analyzed …
Assessing And Addressing Financial Risk In Capitated Primary Care Contracts, Michael R. Wieck Dba, Laurence Smith, Steven R. Stout Dba
Assessing And Addressing Financial Risk In Capitated Primary Care Contracts, Michael R. Wieck Dba, Laurence Smith, Steven R. Stout Dba
Engaged Management ReView
We employ multivariate statistical modeling and Monte Carlo simulation to study systematic and unsystematic financial risk faced by physician groups under capitated contracts with Medicare Advantage Organizations (MAOs). We use mixed methods and a standard reimbursement formula for risk-sharing contracts with primary care physicians (PCPs). We find that diversifying risk simply by increasing the size of a practice is insufficient to mitigate risks of large negative cash flows from capitation contracts and can result in financial failure. However, if use of costly medical services by patients is reduced from levels typically experienced under traditional Medicare to the levels of patients …
Business Responsibility And Sustainability In India : A Comprehensive Analysis Of Brsr Disclosures Of India’S Top 1,000 Listed Companies For Fy 2024–25, Rajeev Ranjan Tripathi, Aditya Gupta, Mohan Krishna, Sonika Gandhi
Business Responsibility And Sustainability In India : A Comprehensive Analysis Of Brsr Disclosures Of India’S Top 1,000 Listed Companies For Fy 2024–25, Rajeev Ranjan Tripathi, Aditya Gupta, Mohan Krishna, Sonika Gandhi
Monograph and Other Reports
The intersection of capital markets, corporate governance, and sustainable development has, over three decades, given rise to a transformative shift in management practice: the systematic disclosure and evaluation of Environmental, Social, and Governance (ESG) performance. Once confined to niche ethical investment circles, ESG reporting has evolved into a mainstream imperative, shaping investment decisions, regulatory frameworks, and stakeholder expectations across both developed and emerging economies. Today, ESG performance is no longer an addendum to financial reporting but a substantive dimension of enterprise value and long-term organisational legitimacy. India’s ESG reporting journey reflects a trajectory of incremental but decisive policy evolution. The …
Announcing The 2026 Induction Of Members Into The Accounting Hall Of Fame, American Accounting Association
Announcing The 2026 Induction Of Members Into The Accounting Hall Of Fame, American Accounting Association
Accounting Hall of Fame Brochures
No abstract provided.
Information Technology General Controls And The Reliability Of Digital Accounting Systems In Supporting Internal Control Over Financial Reporting, Radina -. Modjaningrat, Titis Wahyuni M.Si., Zahra Raesa Ananda
Information Technology General Controls And The Reliability Of Digital Accounting Systems In Supporting Internal Control Over Financial Reporting, Radina -. Modjaningrat, Titis Wahyuni M.Si., Zahra Raesa Ananda
Jurnal Vokasi Indonesia
Digital transformation has increased organizational reliance on the Digital Accounting Information System (DAIS) to support financial reporting, making the effectiveness of Information Technology General Controls (ITGC) a critical factor in maintaining system reliability and supporting Internal Control over Financial Reporting (ICoFR). This study aims to evaluate the implementation of ITGC and explain its implications for the reliability of DAIS, Information Technology Application Controls (ITAC), Information Technology-Dependent Manual Controls (ITDM), and ICoFR. The study uses a qualitative conceptual-evaluative approach through literature studies and analysis of ITGC evaluation documents at a bank. The evaluation was conducted on four ITGC domains: Access to …
The Impact Of Mandatory And Voluntary Corporate Social Responsibility (Csr) On Firm Value (A Study On Lq45 Index Companies During 2021–2024), Carissa Cetta Dravita, Nanny Dewi Tanzil, Runita Arum Kanti
The Impact Of Mandatory And Voluntary Corporate Social Responsibility (Csr) On Firm Value (A Study On Lq45 Index Companies During 2021–2024), Carissa Cetta Dravita, Nanny Dewi Tanzil, Runita Arum Kanti
Journal of Accounting Auditing and Business
This study examines whether mandatory and voluntary corporate social responsibility (CSR) disclosure have different associations with firm value among companies included in Indonesia's LQ45 index during 2021–2024. Using a balanced panel of 25 consistently listed and reporting firms (100 firm-year observations), the study constructs two non-overlapping, binary content-analysis indices: a mandatory disclosure index based on POJK 51/POJK.03/2017 and SEOJK 16/SEOJK.04/2021, and a voluntary disclosure index based on additional GRI Standards 2021 items. Firm value is measured using Tobin's Q. The pooled Main Model includes firm size and return on equity as controls and reports firm-clustered robust standard errors, with year-effects, …
How Grades Changed Before, During And After Covid-19 In A Business College, Douglas R. Moodie, Alison Keefe, Robin Cheramie
How Grades Changed Before, During And After Covid-19 In A Business College, Douglas R. Moodie, Alison Keefe, Robin Cheramie
International Journal for Business Education
Purpose: This study examines how undergraduate business student grades changed before, during, and after the COVID-19 pandemic using a large institutional dataset from a business college in a US university between 2015 and 2024.
Method: The analysis includes over 390,000 student-course observations and incorporates instructional modality, student demographics, course characteristics, and prior academic performance.
Results: Results show a substantial increase in mean course grades during the COVID-19 period, followed by a partial reversion post-pandemic to levels that remain above pre-pandemic trends. These patterns are consistent across modalities, demographics, and departments.
Implications: The findings raise important questions regarding the interpretation of …
How Does An Advanced Educator Utilize Digital Language Teaching And Learning By Integrating Linguistic, Cultural, And Business Life Perspectives?, Hely Westerholm, Pirjo Takanen-Körperich, Ph.D.
How Does An Advanced Educator Utilize Digital Language Teaching And Learning By Integrating Linguistic, Cultural, And Business Life Perspectives?, Hely Westerholm, Pirjo Takanen-Körperich, Ph.D.
International Journal for Business Education
This paper explores advanced educators’ digital working capabilities in online language teaching, with a particular focus on sharing Finnish language and culture in a foreign context. Cultural and linguistic knowledge play a significant role in enhancing students’ motivation to study foreign languages. In today’s educational environment, digitalisation and globalisation exert an increasing influence on foreign language teaching and learning.
The digital learning environment has brought about a paradigm shift in foreign language didactics. Digital language learning is both challenging and holistic in nature. Continued foreign language learning is simultaneously an individual and a social process, as digital learning cultures impose …
Auditor Trust In Artificial Intelligence, Michael L. Decker
Auditor Trust In Artificial Intelligence, Michael L. Decker
Electronic Theses and Dissertations 2020 - Present
Accounting firms are investing in, and advocating for, the use of Artificial Intelligence (AI) in audit procedures. This dissertation attempts to determine what factors may lead to auditors trusting an AI system. Established models of trust show that traits of the individual user, the system, and the situation all have effects on trust. Prior accounting research also indicates that professional skepticism is an important trait in auditors. This dissertation adds professional skepticism into an established trust model and uses Structural Equation Modeling to investigate auditor trust in audit evidence prepared by an AI system. My results indicate that the most …
Using Individual Vs. Group Evaluation To Incentivize Effort For Heterogeneous Groups, Prasart Jongjaroenkamol
Using Individual Vs. Group Evaluation To Incentivize Effort For Heterogeneous Groups, Prasart Jongjaroenkamol
Research Collection School Of Accountancy
This study uses an analytical model to examine how individual and group performance evaluations affect motivation among agents with different abilities. While group evaluations encourage collaboration, they also introduce uncertainty. The results reveal a non-monotonic relationship between the weight assigned to group evaluations and motivation: motivation increases at moderate weights but decreases when the weight is too low or high. The study also identifies the optimal weighting between evaluation types to maximize motivation and examines factors influencing these allocations. These insights demonstrate how evaluation design shapes effort incentives and inform performance measurement and assessment practices in organizational and educational contexts.
The Due Diligence That Investors In Family Businesses Must Not Skip, Yuanto Kusnadi, Kenneth T. Goh
The Due Diligence That Investors In Family Businesses Must Not Skip, Yuanto Kusnadi, Kenneth T. Goh
Research Collection School Of Accountancy
In a commentary, SMU Associate Professor of Accounting (Education) Yuanto Kusnadi and Kenneth Goh, Director of Private Wealth Management at UOB Kay Hian, opined that minority shareholders should understand the specific risks highlighted in company filings. They noted that the greatest risk of investing in a family-controlled company lies not only in its business performance, but also in how controlling families exercise their influence. While Singapore's regulatory framework provides safeguards for minority shareholders, these protections are not foolproof. However, they require significant transactions to be disclosed and give minority shareholders a voice, provided they review the circulars and exercise their …
Online Sports Betting Legalization And The Reallocation Of Retail Investor Information Search Toward Lottery-Type Stocks, Jared Richard Stark
Online Sports Betting Legalization And The Reallocation Of Retail Investor Information Search Toward Lottery-Type Stocks, Jared Richard Stark
Graduate Theses and Dissertations
I examine whether the legalization of online sports betting is associated with a reallocation of retail investors' information search across stocks around firm earnings announcements (EAs). Prior work links legalization to a reallocation of household capital, but its association with information search has not been examined. Exploiting the staggered timing of legalization following Murphy v. NCAA, I use four treated and four matched control states over 2017-2024 and measure search using state-level Google Trends data for firm tickers. Treated and control states are already on different trajectories before any legalization, which confounds the average-level comparison. The association I can document …
Income Tax Over-Withholding And Household Investment Decisions, Xi Novia Chen, Jungbae Kim, Ben Lourie, Chenqi Zhu
Income Tax Over-Withholding And Household Investment Decisions, Xi Novia Chen, Jungbae Kim, Ben Lourie, Chenqi Zhu
Research Collection School Of Accountancy
Over three-quarters of U.S. taxpayers over-withhold taxes, leading to tax refunds. This study explores how over-withholding impacts stock investments by comparing individuals' investment patterns from wages and tax refunds. We find that while some portion of tax refunds are promptly invested, the investment rate is lower than that of wages. This suggests that over-withholding, which alters the label and timing of wages into refunds, influences investment behavior. Our cross-sectional analysis indicates that the differential propensity to invest wages versus tax refunds are more pronounced for individuals with automatic investment setups and lower financial sophistication. These findings underscore the importance of …
Beyond Earnings Quality: Evaluating The Quality Of Corporate Disclosure Practices, Patricia M. Dechow, Weili Ge, Wei Ting Loh
Beyond Earnings Quality: Evaluating The Quality Of Corporate Disclosure Practices, Patricia M. Dechow, Weili Ge, Wei Ting Loh
Research Collection School Of Accountancy
We propose a framework to assess the decision-usefulness of heterogeneous disclosure practices that managers use to convey information to market participants. We illustrate an application of our framework to non-GAAP earnings, management earnings guidance, and earnings conference calls. We first identify key quality attributes for each disclosure practice and then develop a list of quality metrics that we apply to a small pilot sample. We focus on metrics that are easily measured in real time and discuss the practical challenges of conducting assessments of disclosure quality at the firm-quarter-disclosure level. Our descriptive analysis provides preliminary insights into whether and how …
What We Know About Accounting Ratios: Methodological Considerations, Wojciech Kuryłek, Oskar Kowalewski
What We Know About Accounting Ratios: Methodological Considerations, Wojciech Kuryłek, Oskar Kowalewski
Studia i Materiały Wydział Zarządzania Uniwersytet Warszawski
Purpose: This paper provides a comprehensive literature review of the methodological aspects of financial ratio analysis, consolidating dispersed knowledge on the computation, statistical properties, and appropriate usage of accounting ratios.
Design/Methodology/Approach: The study adopts a narrative literature review methodology, systematically surveying published research on financial ratio distributions, normality testing, data transformations, outlier handling, the proportionality assumption, dimensionality reduction techniques, compositional data analysis, and recommended ratio sets for corporate financial research.
Findings: Financial ratios predominantly deviate from normal distributions, exhibiting skewness, excess kurtosis, and sensitivity to outliers. Transformation techniques such as logarithmic, square root, and Box‑Cox methods yield mixed results in …
Impartial Intelligence? Evidence Of Country-Label Sensitivity In Ai Financial Analysis, Fabio Motoki, Jedson Pinto
Impartial Intelligence? Evidence Of Country-Label Sensitivity In Ai Financial Analysis, Fabio Motoki, Jedson Pinto
School of Accountancy Faculty Publications
This study examines whether large language models exhibit systematic country-contingent differential treatment in financial fraud detection. Analyzing 30,000 synthetic transactions with identical statistical properties across three country attributions (United States, Great Britain, and China), we find LLMs assign significantly higher fraud probabilities to Chinese-attributed transactions (36.2%) compared to Western countries (≈30–31%), resulting in accuracy disparities of 67% versus 74%. The gap remains stable across five independent experimental replications and persists when using Chinese language prompts, ruling out linguistic effects. Bias mitigation strategies, such as requiring explanations or explicit country neutrality instructions, reduce but fail to eliminate these disparities. Testing across …