Business Analytics Commons^™

Lululemon Strategic Audit, Tessa Mozingo, Olivia Eno, Molly Mitchell, Connor Morrissey, James Eshleman

Honors Theses

This case study focuses on lululemon, a prominent athleisure apparel company. Our team conducted an audit of the company revolving around strategic business management principles. Our research used publicly available information that included the company’s website, SEC filings, news articles, lululemon’s annual reports, financial statements, IBIS industry reports, and online sources. The goal of this strategic audit is to develop an understanding of lululemon’s business activities and strategies, collect and analyze both internal and external data, and evaluate lululemon based on strategic management concepts.

In this strategic audit, we conduct internal, external, performance, and competitive analyses and an examination of …

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

Honors Theses

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 …

A Strategic Audit Of Seaworld, Rachel Jendro

Honors Theses

This project is a strategic audit for SeaWorld Entertainment. The purpose of this report is to analyze the firm through multiple different perspectives and analyze the competitive advantage the business is pursuing. The project considers internal and external environments, strategic leadership, organizational structure, and resources to determine if and what type of competitive advantage the firm holds. Furthermore, it considers current events and strategic decisions, and how those relate to the overall strategy. A strategic audit is crucial to understanding the innerworkings of a firm. The factors that were analyzed are interconnected and performing a strategic audit can allow for …

Impact Of The Quality Of Esg Reporting On Profitability Of Trucking And Oil Companies, Diane Meng

Honors Scholar Theses

A growing number of companies have been providing disclosures regarding ESG issues and goals in their financial reports. Studies have investigated the association between the quality of ESG reporting and the financial performance of various companies, which showed various results. However, the association between the two factors remains unclear. In this study, I examine the relationship between the quality of ESG reporting and the profitability of companies in the trucking and oil industries from 2011 to 2020. I predict that greater quality of ESG reporting results in higher profitability of companies in both industries. Overall, the results of this study …

Establishing A Management Performance Measurement System; Defining And Selecting Kpis, Dimitrios V. Siskos

Publications

Managers and constituents of industries are increasingly concerned about measuring and managing organizational performance. However, launching a new measurement system goes beyond defining new metrics or developing new displays of existing data. However, as Bourne and Neely (2003) point out, there is some evidence that many of these implementations are not successful. This paper initially examines the most difficult elements in establishing and launching a management performance measurement system. The next step after the establishing of a performance measurement system, is to specify the essential elements in defining and selecting KPIs. Unfortunately, different people have very clear and different definitions …

College Of Business Dean's Report: 2020-2021, Ryan Butt

College of Business Dean’s Reports

No abstract provided.

Effect Of Information Technology Capital: Technology Infrastructure, Database, Software, And Brainware Toward Optimize The Use Of Information Technology (Case Study : Uin Sunan Ampel Of Surabaya), Rismawati Br Sitepu, Ilham M.Said, Tanti Handriana, Praptini Yulianti

Library Philosophy and Practice (e-journal)

This research was conducted to determine the extent of the influence of technology infrastructure costs, software costs, database costs and brainware costs to increase the information technology budget of the Sunan Ampel State Islamic University in Surabaya and efficient use of the budget. The purpose of this study is to prove that there is a positive and significant influence of technology infrastructure costs, software costs, database costs and brainware costs to increase information technology budgets by using validity and reliability tests and classic tests such as the Normality test, Multicollinearity test, autocorrelation test, Heteroskedasticity test , and Linearity test. This …

Stock Trend Prediction Using Candlestick Charting And Ensemble Machine Learning Techniques With A Novelty Feature Engineering Scheme, Yaohu Lin, Shancun Liu, Haijun Yang, Harris Wu

Information Technology & Decision Sciences Faculty Publications

Stock market forecasting is a knotty challenging task due to the highly noisy, nonparametric, complex and chaotic nature of the stock price time series. With a simple eight-trigram feature engineering scheme of the inter-day candlestick patterns, we construct a novel ensemble machine learning framework for daily stock pattern prediction, combining traditional candlestick charting with the latest artificial intelligence methods. Several machine learning techniques, including deep learning methods, are applied to stock data to predict the direction of the closing price. This framework can give a suitable machine learning prediction method for each pattern based on the trained results. The investment …

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 …

Project Foresight: A Ten-Year Retrospective, Paul J. Speaker, Max M. Houck

Faculty & Staff Scholarship

Project FORESIGHT is a business-guided self-evaluation of forensic science laboratories across the globe. The participating laboratories represent metro, regional, state, and national agencies. Economics, accounting, finance, and forensic faculty provide assistance, guidance, and analysis. Laboratories participating in Project FORESIGHT have developed standardized definitions for metrics to evaluate work processes, linking financial information to work tasks, and functions. Laboratory managers can then assess resource allocations, efficiencies, and value of services—the mission of Project FORESIGHT is to measure, preserve what works, and change what does not.

The benchmark data for the 2018-2019 performance period includes laboratory submissions for a variety of fiscal …

Family Ownership And Corporate Environmental Responsibility: The Contingent Effect Of Venture Capital And Institutional Environment, Zhu Zhu, Feifei Lu

Department of Management Faculty Scholarship and Creative Works

As scholars and policy makers pay more attention to the environmental impact of economic activities, more focus has been placed on the corporate environmental responsibility (CER) of family firms, which accounts for the majority of businesses in both developed and developing countries. Using a sample of 4714 private enterprises across 23 provinces in China, the current study examines the effect of family ownership on CER investment, as well as the moderating effects of venture capital investment and local institutional development. Results show that concentrated family ownership leads to lower CER spending, however, when venture capital investment comes from developed markets, …

Csr-Contingent Executive Compensation Contracts, Zhichuan Li

Business Publications

Firms have increasingly started tying their executives’ compensation to CSR-related objectives. In this paper, we attempt to understand why firms offer CSR-contingent compensation and the conditions under which such compensation improves corporate social performance. Using hand-collected data from proxy statements, we find that this emerging compensation practice varies significantly across industries and across different CSR categories. Further, well-governed firms are more likely to offer CSR-contingent compensation, and such compensation does lead to higher corporate social standing. Such firms are more likely to offer formula-based, Objective CSR-contingent compensation. However, our results suggest that non-formulaic, Subjective CSR-contingent compensation also helps improve companies’ …

College Of Business Dean's Report: 2018-2019, Ryan Butt

College of Business Dean’s Reports

No abstract provided.

Abuses And Penalties Of A Corporate Tax Inversion, James G.S. Yang, Leonard J. Lauricella Professor, Frank J. Aquilino

Department of Accounting and Finance Faculty Scholarship and Creative Works

There is a serious problem in international taxation today. Many United States (U.S.) multinational corporations have moved abroad to take advantage of a lower tax rate in a foreign country. As a consequence, the tax base in the U.S. has been seriously eroded. This practice is known as “corporate tax inversion”. This paper discusses the abuses and penalties of this phenomenon. It is rooted in some deficiencies in the U.S. tax law. This paper points out that the U.S. has the highest corporate tax rate in the world. It imposes tax on worldwide income. It permits deferral of tax on …

Disregarding The Salomon Principle: An Empirical Analysis, 1885–2014, Peter B. Oh, Alan J. Dignam

Articles

For over a century UK courts have struggled to negotiate a coherent approach to the circumstances in which the Salomon principle –that a corporation is a separate legal entity–will be disregarded. Empirical analysis can facilitate our understanding of this mercurial area of the law. Examining UK cases from 1885 to 2014, we created a final dataset of 213 cases coded for 15 different categories. Key findings confirm historical patterns of uncertainty and a low but overall fluctuating disregard rate, declining recently. Criminal/fraud/deception claims link strongly to disregard outcomes. Private law rates are low but tort claims have a higher disregard …

Productivity And The California Global Warming Solutions Act: An Examination Of Cost Of Compliance Utilizing Plant Level Data In The Portland Cement And Manufacturing Industry, Richard Ardito

Doctoral Dissertations and Projects

This dissertation examined the effect of California environmental regulation, AB32 on the Portland Cement Mining and Manufacturing industry which was directly targeted by the legislation. The researcher examined the effect of productivity on the Portland Cement industry operating within California by comparing changes specific labor and fuel use productivity measures to changes in the same measures for organizations operating outside of California. These differences were examined using an independent sample t-test to determine if any changes were statistically significant. The results showed statistically significant increases in productivity for direct labor, total employee labor, and combustible fuel use when analyzed to …

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 …

Paul M. Klekner (B), Roger R. Schnorbus

Robins School of Business White Paper Series, 1980-2022

This is a fictitious case study, including the name of the restaurant and the people involved.

Paul Klekner graduated first in his class from the Culinary Institute of America (CIA) in 1998; his fellow students named him the chef most likely to succeed in the future. After graduation, he and his wife, Sarah, moved back to his home in Richmond, Virginia where he was employed as a chef at several restaurants including Bottega and Old Original Bookbinders. In 2003, he decided to open his own restaurant, Rogerios, in the Tobacco Row section of Richmond. With an inheritance of $300,000 he …

The Dutch Auction Myth, Peter B. Oh

Articles

The bursting of the internet bubble continues to have ripple effects on the initial public offering (IPO) process. Critics of this process have fashioned a complex set of interconnected objections to the orthodox bookbuilding method for conducting IPOs, pricing shares, and allocating them to preferred investors. Critics instead hail online reverse-bid, or Dutch, auctions (Dutch IPOs) as an alternative method promising more equitable access, efficient prices, and egalitarian allocations.

This article comprehensively assesses the case for Dutch IPOs. Part I dissects critiques of bookbuilding, which rely on anomalous data, derogate established financial literature, and largely evaporate in the face of …

Campbell Soup Company In 2004 (A), Roger R. Schnorbus

Robins School of Business White Paper Series, 1980-2022

As fiscal 2004[1] began, Doug Conant, the President and CEO of the Campbell Soup Company could take pride in the results of his 3-year transformation plan instituted in fiscal 2001 to revitalize the company. The key initiatives of the plan were to restore revenue and profitability growth and stimulate shareholder wealth.

Conant, who became President and CEO in January of 2001, called the plan, “the single most comprehensive commitment to revitalization ever undertaken in the 132-year history of Campbell Soup Company.”

The financial results achieved in fiscal 2002, the first year of the plan, were a mixed bag. Although net …