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Full-Text Articles in Business

Fair Value And Funding Structures: Motivators Behind Banks' Reclassification Activities., Thomas Walker Jan 2026

Fair Value And Funding Structures: Motivators Behind Banks' Reclassification Activities., Thomas Walker

CMC Senior Theses

U.S financial regulations and reporting standards are ever-changing and have a significant impact on how banks classify and oversee their assets. The implementation of ASC 320 in 1993, as well as ASC 820 and ASC 825-10 in 2008, altered the effects of fair value accounting. This study examines factors that drive banks to use the held-to-maturity (HTM) and available-for-sale (AFS) classifications following the implementation of ASC 825-10 during the 2008 Global Financial Crisis. I focus on how banks use the HTM classification to obscure the accurate valuation of their securities by failing to disclose unrealized gains or losses, and on …


Audit Pricing Under Asc 606: Evidence From Software-As-A-Service Technology Firms, Donald Weigle Jan 2026

Audit Pricing Under Asc 606: Evidence From Software-As-A-Service Technology Firms, Donald Weigle

CMC Senior Theses

ASC 606 is an accounting standard issued in May 2014 that fundamentally changed how firms identify performance obligations and recognize revenue. The standard requires a five-step framework that links recognition to the timing of customer contract satisfaction. Software-as-a-Service (SaaS) firms were uniquely affected by this standard due to subscription-based pricing models and multi-element contracts that make revenue recognition more complex. For this thesis, I estimate the impact of adopting ASC 606 on SaaS firm audit fees. I hypothesize that more complex revenue recognition results in more complex audit procedures and, hence, higher fees. I use a Differences-in-Differences (DiD) regression model …


The Impact Of Asu 2023-08 On Reported Profitability Of Cryptocurrency-Exposed Firms, William C. Graff Jan 2026

The Impact Of Asu 2023-08 On Reported Profitability Of Cryptocurrency-Exposed Firms, William C. Graff

CMC Senior Theses

This study investigates the performance of corporate cryptocurrency holdings in the context of recent accounting regulation changes. It specifically examines how adopting Accounting Standards Update (ASU) 2023-08 has affected firms with material cryptocurrency exposure. Using a panel of U.S. public firms from 2019–2025, I classified 138 companies as having material crypto exposure if cryptocurrency comprised more than 0.01 percent of total assets, which was manually calculated. Of these firms, 67 were exposed to the rule change (under GAAP), 66 were not, and 5 were excluded from final calculations due to a lack of relevant information.

Results showed statistically significant effects …


Impact Of Attention And Yield Curve On Term Structure Of Equity, Matthew C. Aved Jan 2026

Impact Of Attention And Yield Curve On Term Structure Of Equity, Matthew C. Aved

CMC Senior Theses

This paper examines the term structure of equity and specifically focuses on the impact of term spread and market attention. The paper builds on prior work that developed the concept by adding behavioral explanations for differences between the short-term and long-term returns while also attempting to link the term structure of equity and the bond yield curve. The study examines these influences by running t-tests and regressions on dividend strip and S&P 500 return data (1996-2017) and attention data collected by Bloomberg (2010-2017). The results provide some insight into how these variables influence short-term and long-term returns; however, limited instances …


Psychological Distance And Auditor Assessment Of The Severity Of An Internal Control Deficiency, Scott C. Jackson, John D. Keyser, Douglas F. Prawitt Jan 2026

Psychological Distance And Auditor Assessment Of The Severity Of An Internal Control Deficiency, Scott C. Jackson, John D. Keyser, Douglas F. Prawitt

Faculty Publications

Auditors often underestimate the severity of internal control deficiencies, particularly when associated misstatements are immaterial. We find that auditors are more likely to correctly classify a material weakness when no misstatement information is provided than when misstatement information is available, and that this finding may unconsciously arise from auditors’ construal level in judging control deficiency severity. Through a series of experiments, we manipulate misstatement information related to an internal control deficiency designed to represent a material weakness. We hold the size of potential misstatement constant and find that auditors and graduate auditing students are less likely to correctly assess the …


Daniel Lee Goelzer [Inducted 2026], American Accounting Association Jan 2026

Daniel Lee Goelzer [Inducted 2026], American Accounting Association

Accounting Hall of Fame Brochures

No abstract provided.


Richard Victor Alvarus Mattessich [Inducted 2026], American Accounting Association Jan 2026

Richard Victor Alvarus Mattessich [Inducted 2026], American Accounting Association

Accounting Hall of Fame Brochures

No abstract provided.


The Financial Effects Of Clinically Significant Readmissions In Florida Hospitals, Brian Patrick Cotton Jan 2026

The Financial Effects Of Clinically Significant Readmissions In Florida Hospitals, Brian Patrick Cotton

Doctor of Business Administration Dissertations

This study examines how the financial performance of hospitals in the state of Florida impacts the quality of care. This study used data from 2017-2019 to evaluate how the number of hospital readmissions – a proxy for care quality – are associated with and vary in relation to the stability of the financial resources held by the hospital. The Hospital Readmission Reduction Program (HRRP), a Medicare value-based purchasing program, uses a mandatory pay-for-performance process that was initiated to decrease the 30-day hospital readmission rate. Hospitals with high readmissions are held accountable and financially encouraged to increase their quality of care …


Exploring The Determinants And The Effects Of Crypto Assets, Qiu Zheng Jan 2026

Exploring The Determinants And The Effects Of Crypto Assets, Qiu Zheng

Graduate Theses, Dissertations, and Problem Reports (ETD)

This dissertation consists of three studies that primarily delve into the factors influencing and outcomes of firms’ crypto assets. The first paper examines the association between corporate crypto assets and firms’ credit ratings. Using a large sample of U.S. public firms, we find that firms holding crypto assets receive significantly better future credit ratings, particularly when their activities are related to crypto mining, which generates relatively stable cash flows. However, crypto exposure also increases disagreement among credit rating agencies, reflecting the uncertainty associated with evaluating crypto-related risks. This effect is more pronounced when firms operate in less transparent information environments …


Taxpayers Willingness To Use Ai Conversational Tools, Nessrine Mesto-Assaad Jan 2026

Taxpayers Willingness To Use Ai Conversational Tools, Nessrine Mesto-Assaad

Graduate Theses, Dissertations, and Problem Reports (ETD)

With the rapid emergence of Artificial Intelligence Conversational Tools (AICTs), such as ChatGPT and Google Gemini, and their widespread use, the need to understand users’ acceptance of this emerging technology has increased. Prior research has investigated users’ acceptance of AICTs in hospitality, tourism, e-commerce, and retail industries. However, users’ acceptance of the use of AICTs for tax information remains relatively underexplored in the tax context. Therefore, this study investigates taxpayers’ willingness to accept and use AICTs for tax-related questions when e-filing their tax returns. Drawing on the Artificial Intelligence Device Use and Acceptance (AIDUA) model as a research framework, this …


The Investor Perspective Of Materiality, Sam Lessinger Jan 2026

The Investor Perspective Of Materiality, Sam Lessinger

Honors Undergraduate Theses

Often auditors are asked to adopt the reasonable investor perspective in their materiality evaluations however, there is no consensus regarding what investors deem to be material. This can lead to confusion in the markets. In fact, past studies have shown how taking an investor perspective can backfire and may result in more leniency and fewer misstatements being deemed material by auditors. This leniency can, potentially, result in financial statements that mislead investors. The aim of this paper is to address the reasonable investor perspective to achieve a more complete understanding of an investor’s viewpoint. This study also incorporates the effect …


Predicting Anomalies, Boone Bowles, Adam V. Reed, Matthew C. Ringgenberg Jan 2026

Predicting Anomalies, Boone Bowles, Adam V. Reed, Matthew C. Ringgenberg

Faculty Publications

We show that stock returns exhibit predictable patterns before the publication of anomaly trading signals. Moreover, anomaly trading signals derived from financial data are themselves predictable, making it possible to trade before financial statements are released. A trading strategy based on predicted anomaly signals earns an annualized return of 2.80% in the quarter before the signal is released. In recent periods, this return predictability is concentrated in signals that are harder to forecast, and returns are increasingly earned several quarters before signals are released. Our findings suggest anomalies are more anomalous than previously recognized.


Freedom Of Expression Protection And Corporate Concealment Of Bad News: Evidence From State Anti-Slapp Laws, Jimmy Lee, Shaphan Ng, Il Sun Yoo, Liandong Zhang Jan 2026

Freedom Of Expression Protection And Corporate Concealment Of Bad News: Evidence From State Anti-Slapp Laws, Jimmy Lee, Shaphan Ng, Il Sun Yoo, Liandong Zhang

Research Collection School Of Accountancy

The protection of free speech enhances the ability of various public stakeholders to disseminate privately observed adverse information about public firms, making it difficult for corporate managers to conceal negative information about their companies. Using the staggered enactment of anti strategic lawsuit against public participation (anti-SLAPP) laws across U.S. states as a shock that strengthens free speech protection, we show that stronger protection is associated with less concealment of bad news. This is evidenced by a lower likelihood of stock price crashes, a decreased probability of accounting fraud, and an increased frequency of firm-initiated negative press releases. These results are …


Peer Effects Of Corporate Disclosures: Evidence From The Registration-Based Ipo System In China, Ruilin Liu, Beng Wee Goh, Dan Li, Zheyuan Zhang Jan 2026

Peer Effects Of Corporate Disclosures: Evidence From The Registration-Based Ipo System In China, Ruilin Liu, Beng Wee Goh, Dan Li, Zheyuan Zhang

Research Collection School Of Accountancy

China launched the registration-based IPO system in 2019 whereby all firms listed on the newly established STAR board (“peer firms”) are required to disclose specific innovation and industry-related information in their prospectus. Using this event as a quasi-experiment, our study investigates the causal effects of peer firms’ disclosures on individual firms’ disclosure strategy. We find that individual firms’ management earnings forecast (MEF) precision, both its form and width, significantly decreases when peer firms disclose more information during the IPO period. In cross-sectional analyses, we find this effect to be more pronounced for individual firms that are likely to experience greater …


Eagle Accountant - 2026, Georgia Southern University Jan 2026

Eagle Accountant - 2026, Georgia Southern University

Eagle Accountant

  • Accounting Advisory Council
  • Accreditation & Rankings
  • Eagles on Pennsylvania Avenue
  • Accounting Quiz Bowl
  • Discover Accounting Day
  • Cover Story: Tammie Williams
  • Advisory Council Spotlight: Mike Lamberth
  • Georgia Society of CPAs
  • Janice Brown
  • Accounting Day 
  • High School STEM Event 
  • VITA 
  • New Faculty
  • Faculty Research Spotlight: Colin Tipton
  • Fraud Story: Ghost Runner 
  • GS4 Research Symposium 
  • Graduate Spotlight: Matthew Mitchell
  • Undergraduate Spotlight: Gabriela Mendoza
  • 2026 Southern Regional Honors Council
  • Recent Changes to the MAcc Program
  • Student Organizations & Activities
  • Faculty Retirements
  • Faculty Awards, Service, & Publications
  • Alumni Notes 
  • In Memoriam 


Information Discovery, Interpretation, And Analysis By Institutional Investors Around Earnings Announcements, Sami Keskek, Abdullah Kumas Jan 2026

Information Discovery, Interpretation, And Analysis By Institutional Investors Around Earnings Announcements, Sami Keskek, Abdullah Kumas

Accounting Faculty Publications

This study examines how institutional investors allocate trading across the earnings an- nouncement cycle and whether industry trading concentration strengthens that activity. The analysis is motivated by two complementary ideas: public disclosures can increase the value of investors’ prior information, and even sophisticated investors face costly information processing. These perspectives imply that institutional trading need not be concentrated only before disclosure and may be strongest after earnings announcements, when investors combine newly released public information with prior firm- and industry-specific signals. Using daily institutional trading data from Ancerno, we find that institutional net trading is positively related to earnings surprises …


Partisan Local Media And Corporate Voluntary Disclosures: Evidence From Sinclair Acquisitions, Ming Li Jan 2026

Partisan Local Media And Corporate Voluntary Disclosures: Evidence From Sinclair Acquisitions, Ming Li

Theses and Dissertations

I investigate the impact of local media’s political orientation on firms’ voluntary disclosure, exploiting the acquisitions of local TV stations by Sinclair Broadcast Group, a conservative media conglomerate. Drawing on the media bias theory and implementing a staggered difference‐in‐differences design, I find that the local partisan media affects management earnings forecasts. Specifically, Conservative-leaning CEOs in designated market areas (DMAs) affected by Sinclair’s acquisitions forecast more optimistically, increasing forecast frequency and inflating forecasted earnings. The impact is stronger if the DMAs are more Liberal-leaning before the acquisitions and when firms have weaker corporate governance. I also find that the stock market …


Timing, Targets, And Teaching: How Employee Help-Seeking Influences Downward Knowledge Sharing, Nicholle E. Kovach Jan 2026

Timing, Targets, And Teaching: How Employee Help-Seeking Influences Downward Knowledge Sharing, Nicholle E. Kovach

Theses and Dissertations (Comprehensive)

Knowledge sharing between managers and employees is critical for employee development and organizational performance. However, managers differ in whether they share knowledge, and in the type of knowledge shared. While solution-oriented knowledge offers immediate answers to improve short-term performance, process-oriented knowledge promotes long-term learning and employee development. The purpose of my dissertation is to investigate factors that influence managers’ knowledge-sharing decisions.

I conduct two studies to investigate my predictions. In Study 1, I examine how the timing of employee help-seeking requests, the source of performance targets and employee historical performance influence the type and quality of managers’ knowledge-sharing responses. Drawing …


Well, If You Put It That Way Three Studies On Contract Framing In Incomplete Contract Environments, Garrison L. Nuttall Jan 2026

Well, If You Put It That Way Three Studies On Contract Framing In Incomplete Contract Environments, Garrison L. Nuttall

Graduate Studies Theses and Dissertations 2026

This dissertation contains three studies examining contract framing, with implications for how organizations structure and frame performance-based compensation systems. Across all studies, I compare penalty contracts to bonus contracts with gain framing and bonus contracts with loss framing. My first study examines how managers prefer to frame performance-based compensation systems on average and identifies how the traits trust propensity, empathy, personal norm of reciprocity, loss aversion, Machiavellianism, and critical thinking disposition are associated with certain preferences. I find that mangers prefer bonus contracts to penalty contracts on average and that empathy is positively associated with this preference. My second study …


Two Papers Exploring Cognitive Fit Theory And Data Visualization In Accounting, Kelly Wellman Jan 2026

Two Papers Exploring Cognitive Fit Theory And Data Visualization In Accounting, Kelly Wellman

Graduate Studies Theses and Dissertations 2026

This dissertation examines how data visualization design influences judgment and decision making in accounting using cognitive fit theory as a unifying framework. As visualization tools such as dashboards, Excel, Tableau, and Power BI become increasingly prevalent, understanding which design choices improve performance has become critical. The first paper provides a structured literature review of cognitive fit theory from 1991 through 2025, synthesizing research across accounting and related disciplines and tracing its evolution from early graph vs tables comparisons to mor recent work incorporating task complexity, individual differences, and design-specific features. The review identifies key gaps, including limited attention to difference …


The Impact Of Organizational Sustainability On Improving Companies’ Financial Performance (Applied To The Southern Refineries Company.), Thaer Khalaf Khashan Dec 2025

The Impact Of Organizational Sustainability On Improving Companies’ Financial Performance (Applied To The Southern Refineries Company.), Thaer Khalaf Khashan

Muthanna Journal of Administrative and Economics Sciences

The impact of organizational sustainability on improving companies' financial performance, applied to the Southern Refineries Company. The research aims to explore the impact oforganizational companies' financial performance. The research variables were organizational sustainability as an independent variable with its three dimensions (economic sustainability, social sustainability, and environmental sustainability), and improving financial performance as a dependent variable. To achieve the research objectives, the descriptive analytical approach was adopted. A questionnaire was used as a tool for data collection. The questionnaire was distributed to a random sample of (400) individuals from the employees of the Southern Refineries Company, (388) questionnaires were retrieved, …


Beyond Numbers: Decoding The Dynamics Of Qualitative Accounting Research Across Decades, Triana Eva Adiningsih Dec 2025

Beyond Numbers: Decoding The Dynamics Of Qualitative Accounting Research Across Decades, Triana Eva Adiningsih

Jurnal Akuntansi dan Keuangan Indonesia

Background: This study examines the realm of qualitative research in accounting, highlighting its evolving methodologies and thematic emphasis. There has been increasing interest in qualitative methodologies, such as literature reviews, SLRs, archival research, bibliometric studies, and interviews, to explore the complex nature of accounting practices. Methods: This study identifies the principal themes, trends, and prominent authors in qualitative accounting research through a systematic approach that incorporates bibliometric analysis using VOSviewer and a thorough assessment of Scopus-indexed journals. Findings: The findings highlight significant themes, including sustainability, technology, governance, and the impact of global occurrences, such as the COVID-19 pandemic, on accounting …


The Role Of Linear Programming And Sensitivity Analysis In Improving The Transportation And Distribution Of Vegetable Oils: A Case Study Of The State Company For Vegetable Oils In Iraq, Zainab Alaa Hameed Dec 2025

The Role Of Linear Programming And Sensitivity Analysis In Improving The Transportation And Distribution Of Vegetable Oils: A Case Study Of The State Company For Vegetable Oils In Iraq, Zainab Alaa Hameed

Muthanna Journal of Administrative and Economics Sciences

The State Company for Vegetable Oils in Iraq faces a fundamental challenge of high transportation costs and inefficiency in distributing products across factories and warehouses to meet growing demand. Accordingly, this study aims to employ operations research methods-specifically linear programming and sensitivity analysis---to design a distribution plan that enhances efficiency and minimizes costs. The methodology involved developing a mathematical model of the transportation problem based on actual data related to supply quantities, demand requirements, and transportation costs between production sources and distribution outlets. The model was solved using WinQSB software to determine the optimal solution. Sensitivity analysis was then conducted …


The Impact Of Psychological Sustainability On The Strategic Agility System: The Role Of Design Thinking : An Analytical Study Of Technical Opinions From Senior Officials At Several Private Universities In Basra Governorate, Iman Hato Jahlol, Muhammed Nabeel Al-Salim Dec 2025

The Impact Of Psychological Sustainability On The Strategic Agility System: The Role Of Design Thinking : An Analytical Study Of Technical Opinions From Senior Officials At Several Private Universities In Basra Governorate, Iman Hato Jahlol, Muhammed Nabeel Al-Salim

Muthanna Journal of Administrative and Economics Sciences

This study seeks to address the limited ability of private colleges in Basra Governorate to cope with organizational and educational challenges by examining the relationship between employees’ psychological well-being (faculty members and administrators) and strategic agility, while testing the mediating role of design thinking. The study adopted a descriptive–analytical approach and employed validated scales: Ryff (1989) for psychological well-being, Ergin (2024) for design thinking, and Doz & Kosonen (2008) for strategic agility. The sample consisted of 196 participants selected through stratified random sampling. The study was guided by a main hypothesis stating that the combined dimensions of psychological well-being (purpose …


Digital Transformation And Its Role In Achieving Sustainable Competitive Advantage: Entrepreneurial Capabilities As A Mediating Variable – An Analytical Study Of A Group Of Private Banks, Kamal Kadhim Al-Hassani, Ali Matar Abd Dec 2025

Digital Transformation And Its Role In Achieving Sustainable Competitive Advantage: Entrepreneurial Capabilities As A Mediating Variable – An Analytical Study Of A Group Of Private Banks, Kamal Kadhim Al-Hassani, Ali Matar Abd

Muthanna Journal of Administrative and Economics Sciences

This study aims to explore the mediating role of entrepreneurial capabilities in the relationship between digital transformation and competitive advantage in the Iraqi banking sector. The study adopted a descriptive-analytical approach, and data were collected through questionnaires distributed to 235 managers in private banks in Iraq, using a structured survey instrument. Structural Equation Modeling (SEM) was employed via AMOS v.25 to analyze the data and test the hypothesized relationships. The results revealed a statistically significant positive relationship between digital transformation and competitive advantage, highlighting the pivotal role of digital transformation in enhancing banks’ ability to achieve competitive superiority. More importantly, …


The Importance Of Official Development Assistance In The Financial Revenue Structure Of Recipient Countries: Selected Models, Abdul Kareem J.Shingar Al-Issa, Mustafa Takhakh Zahir Dec 2025

The Importance Of Official Development Assistance In The Financial Revenue Structure Of Recipient Countries: Selected Models, Abdul Kareem J.Shingar Al-Issa, Mustafa Takhakh Zahir

Muthanna Journal of Administrative and Economics Sciences

Official development assistance (ODA) is a source of financing typically linked to external sources and typically provided to developing and middle-income countries. It was approved by the United Nations in the first decade of development in the 1990s, and is provided by multilateral international agencies and sometimes by donor countries to recipient countries. This study addresses the importance of official development assistance (ODA) in countries that rely heavily on ODA to contribute to economic and social development. This study examines the structure of financial revenues in each of the countries represented by the Arab Republic of Egypt and Bangladesh. It …


The Role Of Transformational Leadership In Achieving Strategic Recovery: A Survey Study Of The Opinions Of A Sample Of Directors In The General Directorate Of Education In Nineveh Governorate, Mariam Moneim Malallah Al-Halawajy Dec 2025

The Role Of Transformational Leadership In Achieving Strategic Recovery: A Survey Study Of The Opinions Of A Sample Of Directors In The General Directorate Of Education In Nineveh Governorate, Mariam Moneim Malallah Al-Halawajy

Muthanna Journal of Administrative and Economics Sciences

The current study aims to shed light on the role of transformational leadership as an independent variable, embodied in four dimensions (idealized influence, inspirational motivation, intellectual stimulation, and individualized consideration), in achieving strategic recovery as a dependent variable, represented by three dimensions (apology, compensation, and rapid response) at the General Directorate of Education in Nineveh Governorate. To achieve the objectives of the study, the descriptive–analytical approach was adopted as a methodological framework to accurately observe and analyze relationships. A validated questionnaire was designed for data collection and distributed to a sample of managers working in the Directorate, numbering (98). The …


Sustainable Development In The Islamic Economy Between Theoretical Foundations And Practical Application, Dr. Ahmed Abbas Abdalhussein Dec 2025

Sustainable Development In The Islamic Economy Between Theoretical Foundations And Practical Application, Dr. Ahmed Abbas Abdalhussein

Muthanna Journal of Administrative and Economics Sciences

This research aims to examine the implications of the Islamic vision of sustainable development and to identify the way Islamic law has addressed its environmental, economic, and social dimensions. This is achieved by examining evidence from the Prophet’s biography, which includes foundations that align, in some cases, with the goals of sustainable development, while also encompassing more comprehensive foundations for achieving sustainability. This is particularly true given that these foundations and principles are consistent with Islamic societies, as well as defining the responsibilities of the individual, society, and the state within the framework of the exalted status that God Almighty …


Total Quality Management And Its Relationship With Organizational Efficiency Through The Mediating Role Of Benchmarking –An Exploratory Study At The Hartha Thermal Power Station For Electric Power Generation, Dhuha Nadhem Abdullah Al-Maliki, Dr. Zainab Shallal Akkar Jaber Dec 2025

Total Quality Management And Its Relationship With Organizational Efficiency Through The Mediating Role Of Benchmarking –An Exploratory Study At The Hartha Thermal Power Station For Electric Power Generation, Dhuha Nadhem Abdullah Al-Maliki, Dr. Zainab Shallal Akkar Jaber

Muthanna Journal of Administrative and Economics Sciences

Public service organizations face increasing challenges in achieving organizational efficiency and sustainable excellence despite adopting quality initiatives. This is attributed to the limited integration of Total Quality Management (TQM) and benchmarking as pivotal tools in the continuous improvement process. This study aims to analyze the role of TQM, with its dimensions of (top management commitment, process management, training and capacity building, data-driven decision-making, and employee engagement), in enhancing organizational efficiency, while also examining the mediating role of benchmarking in this relationship. The study employed a descriptive-analytical approach and included a sample of 270 employees at the Al-Haritha Thermal Power Plant …


The Role Of Fuzzy Logic In Cost-Volume-Profit Analysis, Ahmed Imad Abed Al-Atabe, Mohammed Wafi Abbas Al-Shammar Dec 2025

The Role Of Fuzzy Logic In Cost-Volume-Profit Analysis, Ahmed Imad Abed Al-Atabe, Mohammed Wafi Abbas Al-Shammar

Muthanna Journal of Administrative and Economics Sciences

Cost-volume-profit analysis (CVP) is one of the most important basic tools in management accounting. It enables understanding the relationship between three key elements: costs, volume, and profit level. The problem with this research is that this type of analysis, in its traditional form, uses clear and fixed data, such as the variable cost per unit, total fixed costs, selling price, or sales volume, which can be accurately determined. However, these assumptions do not accurately reflect practical reality, which is often characterized by uncertainty and fluctuations. The research aims to utilize an artificial intelligence tool, fuzzy logic, as a more flexible …