Management Sciences and Quantitative Methods Commons^™

The Anatomy Of Earnings Conference Calls: An Integrative Framework For Management Research, Matthew P. Mount, Gokhan Ertug, Wei Shi, Tengjian Zou

Research Collection Lee Kong Chian School Of Business

Over the last decade, there has been an explosion in the use of diverse data sources by management scholars to observe and capture managerial and organizational constructs that have historically been difficult to access. This surge has been driven by the growing availability of rich, multi-modal data—textual, image, and audio (Luo, Jia, Ouyang, & Fang, 2024)—together with advances in analytical techniques to process and analyze data, such as computer-aided text analysis (Harrison, Thurgood, Boivie, & Pfarrer, 2019), machine learning (Choudhury, Wang, Carlson, & Khanna, 2019; Harrison, Josefy, Kalm, & Krause, 2023), and deep learning (Gouvard, Goldberg, & Srivastava, 2023). These …

Navigating Uncertainty: A Deep Insight Into Tariffs’ Effects On The Automotive Industry, Gavin J. Gautier

Honors Theses

The purpose of this thesis is to address the financial, strategic, and external effects caused by tariffs within the automotive industry, with a specific focus on the effects caused by the Section 232 tariffs imposed on aluminum and steel. More Specifically this thesis will examine a comparative analysis of General Motors between 2017 and 2018 during the Section 232 enactment. While traditional studies tend to observe the input-cost effect, my hope is to examine the broader effects at the firm-level, such as inventory shifts, cost management, and risk hedging procedure. Through an evaluation of GM’s 10-K filings, key financial ratios, …

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Predicting Crises On The African Frontier Stock Markets With Investor Sentiment Indicators: A Machine Learning Approach, David Korsah, Lord Mensah

Journal of International Technology and Information Management

This study examined the predictive ability of machine learning algorithms in identifying crises within African stock markets. The study employed seven distinct machine-learning models, analyzing historical stock prices from eight stock markets, three major sentiment indicators, and the exchange rates of local currencies against the US dollar, with each data spanning from May 1, 2007, to April 1, 2023. Extreme Gradient Boosting (XGBoost) emerged as the most effective algorithm for predicting crises. Historical stock prices and exchange rates were identified as the most critical features for prediction. On the sentiment side, investors’ perceptions of potential volatility on the S&P 500, …

Evaluating The Perceived Benefits Of Education In Revenue Cycle Management And The Impact On Medical Claims Reimbursement, Jessica L. Miller

Student Dissertations

Efficient Revenue Cycle Management (RCM) is essential for healthcare organizations to ensure timely and accurate reimbursement for medical claims. The research problem was the significant inadequacies in RCM process in medical billing that has resulted in financial burdens imposed on providers, patients, and the organizations that provide medical services. There are clearly identified educational gaps in RCM that contribute to claim denials, delays, and revenue loss, underscoring the need for robust training programs. The purpose of this study was to explore the perceived impact of education in RCM on medical claim reimbursement outcomes within the U.S. healthcare system. The study …

Advancing Sustainable Investing: A Deep Learning Model For Multi-Source Stock Prediction, Hongxuan Yu, Tingting Zhang, Murat Kizildag

Journal of Global Business Insights

The burgeoning role of the stock market within the national economy elevates the importance of precise stock price analysis and prediction, a field that has garnered substantial interest in academic research. Stock price fluctuations, influenced by many factors, including company fundamentals, market sentiment, capital flows, industry news, and macroeconomic policies, present a highly dynamic and complex challenge for predictive modeling. Addressing this challenge, our study introduces an innovative method that capitalizes on the synthesis of news text and stock price data for forecasting market movements. We employ GloVe embeddings to capture semantic nuances from news text and integrate them with …

Lockheed Martin Strategic Audit, Trevor Deboer, Gunnar Lombard, Sam Nelson, Tj Taylor, Paul Wynegar

Honors Program: Senior Projects (Public)

Abstract

This case study explores Lockheed Martin, a global leader in defense contracting. Our team performed a strategic audit using the theories of strategic management. Our research was pulled from various sources, including Lockheed Martin’s website, SEC filings, related news articles, and relevant industry analysis. The goals of this case study revolved around collecting data and performing analysis to evaluate Lockheed Martin’s potential for competitive advantage in the airplane and parts manufacturing industry.

Some of the various analyses performed on Lockheed Martin include firm analysis, industry analysis, internal analysis, external analysis, competitive dynamics, business-level strategy, corporate-level strategy, and exploring their …

The Effect Of Massage Therapy On Test Anxiety Experienced By Traditional-Aged Undergraduate Business Students, Jorge A. Pazmiño

Graduate Theses, Dissertations, and Capstones

Test anxiety impacts traditional-aged undergraduate business students and influences their academic performance and overall well-being. This study explored the efficacy of massage therapy (MT) as a means of mitigating test anxiety within this demographic. Building on existing literature that addresses the consequences of anxiety and alternative coping mechanisms, this research study focused on MT as a potential strategy for test anxiety management. The study employed the Adult Manifest Anxiety Scale–College Version (AMAS-C) to gather data from participants at a private liberal arts institution in the East South-Central region of the United States. An experimental group received an MT intervention, while …

International Diversification And Stock-Price Crash Risk, Alireza Askarzadeh, Mostafa Kanaanitorshizi, Maryam Tabarhosseini, Dana Amiri

Finance Faculty Publications

Despite the recent proliferation of research on internationalization, little attention has been paid to understanding the reasons behind the decrease in firm value accompanying international expansion. By delving into the underlying mechanisms and applying the concept of agency theory to a sample of US firms spanning from 2000 to 2022, we posit that an increased level of information asymmetry in internationally diversified firms incentivizes managers to prioritize their own interests. To protect their careers, CEOs of internationally diversified firms often suppress bad news. This behavior can lead to the accumulation of negative news and heighten the risk of a stock-price …

Nike's Product Recommendation System And Incorporation Of Ai, Quinton Truman Lamers

Undergraduate Theses, Professional Papers, and Capstone Artifacts

No abstract provided.

Management Of Operations In Projects Including Planning, Organization And Control From The Beginning To The End Of Implementation, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

The project usually arises as soon as the client’s need is identified, and goes through all the extensive phases and sub-phases to take its true form and put into operation. The project is divided into two main parts that include Planning and Implementation that are separate in these stages: definition, planning, organization, control, completion. Planning involves a detailed calculation of the project. This includes known facts, admissible facts and risk calculation. Activity model used by IKOMs Planning as a process involves the cost that accompanies it. The manager must strike the balance between cost and benefit. Project control uses data …

Project Planning And Control, Burim Isa Berisha Dr.Sc

International Journal of Business and Technology

Operations management is important because it relates to the creation of products and services on which we are all dependent. Operations management is also quite motivating; operations are the center of many changes that affect business - changes in customer preferences, changes in the supply chain caused by technologies based on the businesses where we work, where we want to work and so on.

Operations Management includes the role of operations management, the various characteristics of processes, management activities, the responsibilities of managers, and the timely evolution of Operations Management.

Operations Management is a constant change, fostering creativity which allows …

Management Of Small Enterprises And Family Businesses In The Republic Of Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

Small businesses represent the driving force of an economy. They are the key that enables the production and marketing of thousands of products and services thus becoming the basis for a sound economic development. Consequently, small businesses are of vital importance to the economy.

Small business is a generator of innovation and a source of new jobs. The trend shows that small businesses are the backbone of all developments and movements in the economic system.

The small business scope is present in almost every pore of social and economic life.

According to the Statistical Register for Businesses, there are 9,358 …

The Process Of Adapting Innovations In Banking Services By Businesses In Kosovo, Burim Isa Berisha Dr.Sc, Burim Berisha B.B

International Journal of Business and Technology

This dissertation addresses the importance of a business model from businesses in Kosovo, which is able to adapt innovations from the banking sector such as digital services, and through which become part of a global market where such developments occur step by step. very fast At the beginning of this paper will be given definitions related to the main concepts that are addressed such as business model, innovations in banking services - digitalization of services and the role and importance of linking a business model with banking services of the time. After the theoretical part, from which the main concepts …

Virtual Currencies And Intrapreneurial Coordination, Martin Sibileau

Journal of New Finance

Managers of conglomerates or companies with multiple business units are, like central planners in socialist countries, unable to perform economic calculation. These units exchange goods and services internally based on transfer prices, not market prices, and it is hard to ascertain the value contributed by management, which is often hired and rewarded based on political considerations. Innovation is also often unwelcome, as it may challenge privileges of executive management. Until 2016, conglomerates lacked the technology to benefit from economic calculation. In this paper, I propose that a blockchain platform supporting an internal virtual currency enables economic calculation inside conglomerates, unlocking …

Esg And Intellectual Capital Efficiency: Evidence From Asean Emerging Markets, Etikah Karyani, Muhamad Resa Perdiansyah

Jurnal Akuntansi dan Keuangan Indonesia

This study aims to investigate the impacts of Environmental, Social, and Governance (ESG) in total and individual performance (“E”, “S”, and “G”) on firms’ intellectual capital (IC) efficiency. The Value-Added Intellectual Coefficient (VAIC) and Modified Value-Added Intellectual Coefficient (MVAIC) were used to measure IC efficiency. Meanwhile, the annual ESG index data from the ASEAN-4 were used to measure ESG from 2015 to 2020. The results show “E”, “S”, and “G” and total ESG positively affect firms’ efficiency in managing IC. In addition, the industry type moderates these relationships in terms of that banks have a greater influence than non-banks. Our …

Role Of Organizational Capital At Different Phases Of Business’S Life Cycle: A Study Of Psx Companies, Zahid Bashir, Ghulam Ali Bhatti, Sobia Arshad

Business Review

The goal of this study was to examine the association between Business Life Cycle phases and organizational capital using PSX index companies. Mainly, the study investigates the relationship of organizational capital phases during different phases of the life cycle and comparison with high and low organizational capital. To fulfill this objective data has been collected of 56 companies of PSX index companies with yearly observations ranging from 2011-2020. For estimation, a multinomial logistic model was used due to categories of the dependent variable. The results indicate that organizational capital is positively significant at the maturity phase but negatively significant at …

Advances In Global Services And Retail Management: Volume 2, Cihan Cobanoglu, Valentina Della Corte

University of South Florida (USF) M3 Publishing

This is the second volume of the Advances in Global Services and Retail Management Book Series. This volume has the following parts:

• Part 1: Hospitality and Tourism
• Part 2: Marketing, E-marketing, and Consumer Behavior
• Part 3: Management
• Part 4: Human Resources Management
• Part 5: Retail Management
• Part 6: Economics
• Part 7: Accounting and Finance
• Part 8: Sustainability and Environmental Issues
• Part 9: Information Technology

ISBN: 978-1-955833-03-5

Hospitality and Tourism

• Significance of VR in the spa: A spatial analysis
  • Irini Lai Fun Tang, Schultz Zhi Bin Xu, and Eric Chan
• Social media marketing in rural hospitality and tourism destination research
  • Samuel …

Essays On Managerial Attributes And Corporate Finance, Juntai Lu

Graduate Theses and Dissertations

In my dissertation, I explore how managerial attributes affect corporate policies.

In my first essay, I examine the effects of public firm CEOs’ prior private equity (PE) target experiences on corporate policies. Based on difference-in-differences and propensity score matching analyses, public firm CEOs previously serving as CEOs in PE targets reduce investment by about 15 percent while enhancing patent values by over 7 percent after taking office compared to CEOs without such experiences. The effects are stronger if these CEOs (1) worked in targets invested by more reputable PE firms, (2) worked in targets invested by PE firms known for …

A Financial And Environmental Impact Analysis On The Implementation Of Electric Vehicles For The Washington County, Arkansas Sheriff's Department, Lauren Chadwick

Supply Chain Management Undergraduate Honors Theses

Since the Biden administration has provided implication that the hope is for state and local governments to adopt net zero emission federal vehicles, it is important to see how this might work for a county in a rural area of Arkansas. Applying this real possibility to the local Sheriff’s department will aim to create a case either for the implementation of electric vehicles or prove to show that it is not a feasible solution.

This research will compare the financial advantages and disadvantages of this order along with the possible environmental impact that this solution can attribute to. Focusing on …

Tree-Based Algorithm For Stable And Efficient Data Clustering, Hasan Aljabbouli, Abdullah Albizri, Antoine Harfouche

Department of Information Management and Business Analytics Faculty Scholarship and Creative Works

The K-means algorithm is a well-known and widely used clustering algorithm due to its simplicity and convergence properties. However, one of the drawbacks of the algorithm is its instability. This paper presents improvements to the K-means algorithm using a K-dimensional tree (Kd-tree) data structure. The proposed Kd-tree is utilized as a data structure to enhance the choice of initial centers of the clusters and to reduce the number of the nearest neighbor searches required by the algorithm. The developed framework also includes an efficient center insertion technique leading to an incremental operation that overcomes the instability problem of the K-means …

Board Of Directors’ Characteristics And Corporate Sustainability Performance: A Mediating Role Of Internal Control Mechanisms, Fakir A N M Asaduzzaman

Student Works (2020-2029)

The purpose of this study is to propose a framework and thereafter examine the relationship among the board of directors’ characteristics, internal control mechanisms, and corporate sustainability performance. In particular, it aims to uncover how the board specific characteristics influence internal control, which, ultimately, would enhance the sustainability performance of publicly listed companies. The premise of the resource dependence theory is utilized to identify the board characteristics that may influence the sustainability performance; namely, size, composition, leadership, ownership, diversity, and expertise. Inspired by the fit as mediation notion of contingency theory, the mediating role of internal control mechanisms, proxied by …

The Effect Of Corporate Visibility On Corporate Social Responsibility, Zhichuan Li, Taylor Morris, Brian Young

Business Publications

Outside of direct ownership, the general public may feel it is an implicit stakeholder of a firm. As the public becomes more vested in a firm’s actions, the firm may be more likely to engage in Corporate Social Responsibility (CSR) activities. We proxy for the public’s stake in a firm with public visibility. Based on 3,400 unique newspaper publications from 1994 to 2008, we measure visibility for the U.S. S&P 500 firms with the frequency of print articles per year concerning the firm. We find that visibility has a signficant, positive relationship with the CSR rating. Evidence also suggests this …

Reflective Practice Series: Selected Instructional Models Using Synchronous Video Conferencing Software, Martin W. Sivula

MBA Faculty Conference Papers & Journal Articles

With the vast array of resources available to instructors, one would think that instruction and teaching would yield success for all learners. Now, well into the 21^st century has much changed in the classroom? Certainly, movable desks and chairs, advanced audio and visual equipment, and a plethora of all types of technologies which might be able to enhance training and education. Over the last several decades research on individualized instruction, cognitive science, educational psychology, and multimedia instruction (to name a few) have permeated the literature on instruction. With all the research and the vast array of studies on improving …

Glossary Of Business Evidence, Paul C. Boyd

MBA Faculty Conference Papers & Journal Articles

No abstract provided.

Industry Tournament Incentives, Zhichuan Li

Business Publications

We empirically assess industry tournament incentives for CEOs, as measured by the compensation gap between a CEO at one firm and the highest-paid CEO among similar (industry, size) firms. We find that firm performance, firm risk, and the riskiness of firm investment and financial policies are positively associated with the external industry pay gap. The industry tournament effects are stronger when industry, firm, and executive characteristics indicate high CEO mobility and a higher probability of the aspirant executive winning.

The Emerging International Taxation Problems, James G. Yang, Victor N.A. Metallo

Department of Accounting and Finance Faculty Scholarship and Creative Works

The problems of tax evasion and tax avoidance are as old as taxes themselves. Between 2015 and 2016 alone, many U.S. multinational corporations were involved in tax disputes with the European Commission. From a historical perspective, these disputes are unprecedented as they have resulted in tremendous amount of tax penalties. The most notable case was Apple for €13 billion of unpaid tax. This article discusses what tax strategies these corporations used that caused such disputes. It specifically investigates seven corporations: Apple Inc., McDonald’s, Starbucks, Fiat, Amazon, Google, and Ikea, and elaborates on the following tax strategies: high royalties, intercompany transfer …

Estimating The Cost Of Equity In Emerging Markets: A Case Study, Benoit Boyer, Ralph Lim, Bridget M. Lyons

WCBT Faculty Publications

A firm's weighted average cost of capital is an integral component in capital budgeting decisions and in assessment of the firm's enterprise and equity value. Estimation of the cost of equity is a key component in determining the overall cost of capital. The calculation of the cost of equity for U.S. based corporations is relatively straightforward and is most often estimated as a function of the U.S. risk-free rate, the firm's beta value, and an estimate of the average risk premium associated with equity investments compared to risk free assets. Since U.S. financial markets are fairly liquid and reasonably efficient, …

Macroeconomic Fluctuations As Sources Of Luck In Ceo Compensation, Hsin-Hui Chiu, Lars Oxelheim, Clas Wihlborg, Jianhua Zhang

Business Faculty Articles and Research

Macroeconomic fluctuations in interest rates, exchange rates, and inflation can be considered sources of good or bad “luck” for corporate performance if management is unable to adjust operations to these fluctuations. Based on a sample of 2,091 US firms, we decompose the impacts of macroeconomic fluctuations on three measures of CEO compensation. Our study provides empirical support for the importance of considering macroeconomic fluctuations in designing CEO incentive schemes. It adds to the managerial power literature on moral hazard and CEO compensation by pinpointing the obvious risk that the CEO in an asymmetric and non-linear reward system will be inclined …

Does Beating Cash Flow Benchmarks Reduce The Cost Of Debt?, Mauricio A. Melgarejo

Scholarship and Professional Work - Business

This paper examines whether beating previous year cash flow values and analysts' cash flow forecasts impact the firms' cost of debt. Creditors are expected to be more concerned about firm solvency than firm profitability. Accordingly, if lenders have any reference point it may be related to cash flow numbers. This study finds that firms that beat analysts' cash flow forecasts have smaller initial bond yield spreads in the next period and a decrease in their initial bond yield spreads between consecutive periods. This effect is more pronounced at short maturities and for observations with less informative earnings. Firms with lower …