Business Commons^™

Revolutionizing Lithium Extraction: Analysis Of Factors Affecting Commercialization Timelines With Insights From The Shale Gas Boom, Bilge Tayyar

CMC Senior Theses

This study draws parallels between Direct Lithium Extraction (DLE) and hydraulic fracturing to highlight the transformative potential of DLE technology in the lithium industry. The comparative analysis supports the hypothesis that DLE might expedite commercialization timelines, similar to the effect hydraulic fracturing has had on traditional shale gas extraction. The study includes a regression analysis to determine the factors affecting the commercialization of conventional lithium brine extraction methods, thereby better understanding the potential changes DLE will create. The regression model, based on data from 11 projects, examines the impact of variables such as temperature range, tax rates, royalty rates, regulatory …

Capturing Value In Emerging Markets: A Real Options Perspective On Resilience And Risk, Alexander Castillo

CMC Senior Theses

This paper examines the evaluation of investment opportunities in emerging markets (EMs) through real options analysis, against the backdrop of their unique risk profiles and the recent trend of EMs exhibiting resilience in economic performance. While EMs are associated with high growth rates and infrastructure gaps, they have shown adaptability, particularly in monetary policy responses to inflation. This paper explores the sensitivity of net present value (NPV) and real options (RO) to changes in the capital asset pricing model, adapting the yield spread to capture default risk and local risk-free rates. Utilizing oil benchmark price data, the paper constructs a …

Driven By Change: The Impact Of Macroeconomic Shifts And Covid-19 On New Vehicle Sales, Jackson Aldrich

CMC Senior Theses

This paper examines the impact of macroeconomic factors and the COVID-19 pandemic on new vehicle sales. In order to address these two topics, a two-pronged approach was used with separate regression models. The macroeconomic variables include monthly supply of new homes, CPI for urban public transportation, unemployment rate, disposable personal income, inflation expectation, consumer sentiment, average gas prices, and total vehicle miles traveled which were regressed on total vehicle sales from 1978-2022. The regression results confirmed and supported current literature and highlighted the importance of the housing market and unemployment rate on new vehicle sales. The COVID-19 pandemic model variables …

The Paycheck Protection Program's Effect On Real Estate Prices, Someswar Amujala

CMC Senior Theses

This paper investigates the relationship between the Paycheck Protec- tion Program (PPP) and real estate price increases. The Paycheck Protection Program was established by the Small Business Association in 2020 to pro- vide forgivable loans to businesses to aid with potential losses from COVID- 19 impacts. I leverage zip code level data across the United States and a fixed effects panel data model to quantitatively measure the PPP’s influence on housing and rental prices. I find a positive and significant relationship between the number of PPP loans disbursed and housing and rental rates. Specifically, a 1% change in the number …

Playing To Win: The Effects Of Implementing Gamification Strategies In Product Marketing, Sabrina Stone

CMC Senior Theses

Let’s play a game. What effect do you think video games have on twenty-first-century marketing? In this age defined by its nature of digitality, capturing the attention of consumers is an arduous competition. Through market segmentation, research, and the observable variables of consumer behavior, product marketing has turned to video games as a solution to appeal to younger demographics. Gamification is an increasingly applied product marketing strategy employed to increase favorable metrics. Of those key performance indicators (KPIs), boosted measures such as click-through rates, impressions, and engagement rates suggest that gamification is a strategic opportunity to persuade consumers to take …

The Rising Power Of The Individual Investor: How Social Media Sentiments And User Activity Impact Stock Price Volatility And Trading Volume, Nandini Jayaram

CMC Senior Theses

This paper investigates the relationship between social media sentiments and user activity on the ability of online platforms like Robinhood, Reddit, and Twitter to drive volatility in stock returns and trading volume of shares. The research contributes to the existing literature by studying the potential power of social media communities to influence the stock market parameters. The dataset includes information for several stocks of daily Robinhood users, mentions in r/wallstreetbets, number of Twitter followers, as well as closing price and trading volume data. Using a fixed effects panel data model, the regressions yield statistically significant results that indicate higher WallStreetBets …

The Transforming Importance Of Social Skills In The Labor Market In The 2010s, Andrew Bradjan

CMC Senior Theses

The growing importance of social skills has led to an increase in returns to wages and employment for workers specializing in social skill-intensive occupations. Between 2012 and 2019, social skill-intensive occupations grew by 3 percentage points as a share of the U.S. labor force. Math-intensive occupations also grew by a similar amount during this time. To analyze these patterns, I utilize a model of team production where workers trade tasks to exploit their comparative advantage. Social skills reduce coordination costs between workers and allow them to specialize and cooperate with other workers more effectively by trading tasks. This model predicts …

Cross-Cultural Examination Of Vacation Policy On Employee Satisfaction And Happiness, Ketan D. Parekh

CMC Senior Theses

With the advent of technological advancement, entrepreneurship, and a higher emphasis on meritocracy, societies across the globe have experienced intense competition to outdo one another. This has pushed companies to place increased importance on worker productivity; large and small companies want to see their employees work harder, longer, and faster. With this increased demand for work, companies today are making sure they have suitable reward systems to ensure worker satisfaction and quality work production. However, what these reward systems look like and how they function contrast significantly across cultures, especially as it pertains to corporate leave policies. This thesis examines …

How A Supply Chain Stumble Changes A Company’S Policies And Progress 20 Years Later: A Case Study Of Gap Inc., Alexandra Futterman

CMC Senior Theses

Gap Inc. is the third-largest American retailer. Founded in 1969, Gap Inc. holds four brands, Gap, Banana Republic, Old Navy and Athleta. In the late 1990s and early 2000s Gap Inc. made headlines for child labor abuses along with many other large brands. After this negative attention, Gap Inc. began developing policies and practices to combat ethical supply chain issues. These policies included a Human Rights Policy, a Code of Vendor Conduct, working conditions standards, and even capacity building programs that boarded company reaches into communities they touch. In conjunction with the policies Gap Inc. has published several social responsibility …

Diversifying Investment Portfolios With Collectible Sneakers: Expected Returns And Benefits Of Diversification, Samuel Soo

CMC Senior Theses

This thesis seeks to identify if collectible sneakers can provide diversification benefits to an investor’s portfolio. Using data from a global collectible sneaker marketplace, StockX, I constructed an index to compare it with other traditional assets, including the S&P 500 index and 5-year US Treasury Bills. By calculating key metrics including expected returns, volatility, and correlation, I analyzed the risk-return characteristics of the collectible sneaker asset class compared to other traditional asset classes. From the data analysis I performed, I found that collectible sneakers did not outperform returns significantly compared to traditional asset classes, but had low correlations, which provides …

Zoom In, Class Out: An Event Study On Publicly Traded Ed Tech Firm Valuations During Covid-19, Matiss Ozols

CMC Senior Theses

This paper examines how publicly traded Ed Tech firms reacted to negative announcements regarding COVID-19. Using an event study method, I document how an international portfolio of Ed Tech firms react across multiple event windows. The results show that Ed Tech firms reacted positively to the announcement of the first US death and negatively to the World Health Organization’s declaration that COVID-19 was a pandemic. Additionally, differences in geographical location did not impact cumulative abnormal returns across event windows. Finally, firm-specific characteristics such as volatility and financial leverage had little or no significance on stock returns.

An Empirical Analysis Of Company Culture: Using Glassdoor Data To Measure The Impact Of Culture And Employee Satisfaction On Performance, Linnea Uyeno

CMC Senior Theses

This paper examines the impact of culture and employee satisfaction on company performance; it considers which elements of culture are most important in specific industries: manufacturing, technology, and finance. Additionally, it explores whether these elements of productive cultures are also associated with employee satisfaction. It uses data from the MIT Sloan Management Review/Glassdoor Culture 500 database, which applied machine learning to analyze 1.2 million Glassdoor reviews. This data quantitatively measures nine dimensions of culture: agility, collaboration, customer focus, diversity, execution, innovation, integrity performance, and respect—assigning each company a score for every cultural dimension. Two depende­­­nt variables are used to measure …

Leveraged Buyouts: The Predictive Power Of Target Firm Characteristics, Yutao (James) Jiang

CMC Senior Theses

This paper utilizes a hazard model to predict the probability of leveraged buyout transactions for public firms. Rather than testing specific hypotheses, this paper incorporates all plausible predictors identified in existing literature to better delineate the effects of different characteristics. Largely confirming past results, I find that LBO transactions are more likely to occur for companies with more stable cash flows, less market visibility, lower market valuation, lower ownership concentration and lower costs of financial distress. By including LBO transactions from 1980 to September 2018, I find preliminary evidence that since the financial crisis of 2008 – 2009, private equity …

The Fall Of The 10-K Report: Measuring The Impact Of Accounting Ratios On Financial Performance, Matthew Daruty

CMC Senior Theses

The annual 10-K report has historically been the most important aspect in assessing the position of a publicly held company. However, as the flow of information has increased with the dawn of new technologies, less and less attention has been paid to these audited financial statements. In order to assess if investors are still reacting to the information contained in the annual report, this paper examines the relationship between accounting ratios and stock price in banks traded on United States stock exchanges. By examining accounting ratios instead of simply looking at Earnings Per Share, new information was revealed regarding what …

The Changing Nature Of Work, Leadership, And Organizational Culture In Future Ready Organizations, Saloni Dhir

CMC Senior Theses

Abstract

The relationship between individual and organizational performance is a key challenge for leaders in modern organizations, especially with the current disruption in technology and innovation. This thesis is a literature review and compilation of the relevant empirical evidence on various processes of industrial groups and organizational characteristics such as the changing nature of work, leadership, and company culture in detail. I investigate the complex challenges that millennials and organizations are facing in the current VUCA work environment as well as their potential responses to these changes. I map out the evolution of the concept of work and compare changes …

The Impacts Of Supra-Regional Multi-Resort Season Passes: A Hedonic Pricing Model Of Single-Day Lift Tickets For Us Ski Areas, Sijia Lai

CMC Senior Theses

Numerous media analyses claim that supra-regional multi-resort season passes (mega passes) are negatively impacting skiing, snowboarding, and winter-sport communities. In particular, media claims that ski areas on these season passes are charging higher single-day lift ticket prices to nudge people to buy their season pass products. To test this claim, I use a hedonic pricing model to estimate the impact of season passes on adult single-day lift ticket prices. By applying OLS regressions to a dataset of 302 US ski areas for the winter of 2018-19, I find that the ski areas on the leading season passes (Ikon and Epic …

M&A Performance: Market’S Initial Reaction As An Unbiased Indicator Of Post-Acquisition Performance, Nikolaos Papageorgiou

CMC Senior Theses

This paper investigates the reliability of the stock market’s initial reaction to M&A announcements as a predictor of actual post-acquisition performance. The two prevailing methods for evaluating M&A performance are event studies (stock market-based measures) and accounting-based measures. The present study combines these two performance evaluation approaches in a single empirical examination. Both the post-merger buy-and-hold abnormal returns and changes in ROA are used as actual post-acquisition performance variables. The acquirer’s cumulative abnormal return (CAR) around the announcement is used as the market predictor variable. An econometric model is employed to test the predictive power of the announcement-period CAR on …

Are Cds Auctions The Tail Wagging The Dog? An Empirical Study Of Corporate Bond Return Volatility At The Time Of Default, Jennifer Mace

CMC Senior Theses

Over the past decade, numerous engineered credit events and cases of market participants manipulating bond prices to influence Credit Default Swap (CDS) auction payouts have occurred. These cases have become increasingly common, and the CFTC has stated they may constitute market manipulation and undermine not only the CDS market but also the credit derivative and default markets. Although there is a plethora of news and media coverage on publicized cases, there is no previous empirical research on evidence of these practices. This paper is motivated by the desire to determine if there is indirect evidence of bond price manipulation around …

The Effectiveness Of Collaboration Within Supply Chain Management: A Case Study Of Adidas Group, Daniel Carr

CMC Senior Theses

For a multi-national company like Adidas, supply chain management is one of the most crucial aspects of business operations. Products cannot be sold unless Adidas’s supply chain is well-managed and efficient, and public perception of a brand/company is critical to success.

This case study analyzes the effectiveness of Adidas's distinct “collaborative approach” to supply chain management, which is characterized by not only monitoring and auditing suppliers, but also training them to make Adidas’s standards their own and approaching suppliers with the intention of building long-term relationships where the suppliers can become self-sufficient.

This study reviews the structure of Adidas's supply …

You Can Run But You Can’T Hide: The Advance Of Shareholder Activism, Kendall Greenberg

CMC Senior Theses

Shareholder activism has exploded in popularity since the turn of the century, due in large part to impressive relative returns generated by its major participants. The result has thus been a surge in assets invested in the category, to in excess of $170 billion today up from less than $3 billion in 2000 (Inglis 2015; Romito 2015). This influx of capital, in absolute dollars and pace of growth, has caused many to wonder whether activists truly create shareholder value and, if so, if the value generated is sustainable. Numerous studies of activist interventions prior to 2009 reveal significant stock price …

The Mall Ain’T Dead Yet! An Aristotelian Argument For The Continuation Of Physical Retail Space With The Rise Of Modern Technology, Tarah Gilbreth

CMC Senior Theses

According to Aristotle, for a human being to live their best life, that is a life that flourishes, is to live a political life. A political life is lived best in a polis , or a self - sufficient community, so therefore, the most flourishing human life is one lived in a polis . Also, for a polis to be self - sufficient, its citizens must be flourishing, so there exists a special sort of constitutive relationship between the polis and its citizens. There are certain capacities available to human beings in the polis that promote their flourishing (namely loyalty …

Returns To Buying Winners And Selling Losers: A Look At Cryptocurrencies, Daniel Walker

CMC Senior Theses

This paper is, to my knowledge, one of the first ever to examine the effectiveness of price momentum trading strategies applied to cryptocurrencies. Using aggregate OHLCV (Open, High, Low, Close, Volume) data on cryptocurrency pairs from Poloniex, Bittrex, and Bitfinex, I apply Jegadeesh and Titman’s classic -month/-month momentum trading strategy, reporting annual returns with and without incorporating trading fees. Portfolios are resampled daily, weekly, and monthly, testing lookback and holding periods ranging from one day to one year. The results show that trading cryptocurrencies using momentum strategies derives returns that rapidly increase the more often portfolios are resampled, with the …

Revenue Incentives And Referee Propensity To Make Foul Calls In The Nba Finals, Daniel Fallon-Cyr

CMC Senior Theses

In this study I examine foul calls by NBA referees alongside the difference in aggressiveness of twelve NBA basketball teams as they compete for the Championship Title. I aim to identify referee biases that increase the likelihood of the NBA Finals ending in a later game due to league revenue incentives. My data consists of 91 individual NBA Finals games played between the 2001 and 2016 NBA Finals. After controlling for changes in play as well as the difference in aggressiveness, I find that NBA referee’s foul calls are more dependent on a call on the opposing team in situations …

The Gender Gap In Immigrant Entrepreneurship: The Role Of Culture And Home Country Self-Employment, Amy Ingram

CMC Senior Theses

This paper investigates the effect of culture and home country self-employment rates on immigrant self-employment in the United States, post-migration. This study analyzes the effects for both men and women, focusing on the gender gap in self-employment. The empirical results show that home country effects have a small impact on self-employment, but most of this relationship is unexplained. Because the explanatory power of home country effects is so low, it is unlikely that culture significantly influences self-employment. I find that, contrary to my hypotheses, women from countries with high female self-employment rates are likely to see a larger decrease in …

Australian Real Estate Stock Reactions To Firb Regulation Changes, Henry Wei

CMC Senior Theses

This study analyzes the share price reactions to real estate development and building/construction materials corporations in relation to FIRB rule changes. It appears companies as a whole were indifferent to the rule changes; however individual securities returns were wildly different. These findings suggest that the FIRB rule changes had a mixed effect on different corporations possibly based on their exposure to the Australian real estate market.

The Fear Factor: Determinants Of Entrepreneurial Fear Of Failure, Pema Donyo

CMC Senior Theses

This thesis aims to investigate determinants of fear of failure in entrepreneurial activity that could inhibit starting a business. The study uses cross-sectional, pooled OLS, and panel regressions. The dependent variable is fear of failure regarding entrepreneurship, measured with the Global Entrepreneurship Monitor (GEM) survey question of whether fear of failure would prevent the responder from starting a firm. The unit of analysis is at country level. I categorize determinants into demographic, property rights, and procedural variables. A population of higher working age ratio (measured as the population aged 15-64 divided by the population aged 65 and over) correlates with …

Is Silence The Answer?, Gator Adams

CMC Senior Theses

This study examines the relationship between company management guidance, and ex-ante crash risk over the duration of 2008(Jan 2006-Dec 2009) financial crisis using the implied volatility skew, which is based upon ex-ante volatility implied by the pricing model developed by Black-Scholes (1973). The study finds that over the duration of this crisis period, management guidance decreases with a rise in ex-ante crash risk. Further, the study provides evidence on the relationship of management guidance and earnings volatility, and how that is affected by a firm's industry product concentration based on the Herfindahl-Hirschman Index (HHI) score.

Who Will Be The First To Buy Autonomous Vehicles? An Application Of Everett Rogers’ Diffusion Of Innovations Theory, Reilly Jackson Umberger

CMC Senior Theses

Autonomous, otherwise known as self-driving, vehicles represent the future of transportation. Vehicles that drive themselves offer far reaching benefits from increased leisure and productivity for individuals to significant improvements in congestion and infrastructure for governments. The autonomous car will radically change the way we look at transportation, and they are right around the corner. However, the question remains: are we ready? Are we, as a society, ready to hand over the steering the wheel and trust autonomous vehicles with our safety? This paper predicts how the autonomous car will spread through society by analyzing and applying the product qualities and …

Proximity To Children: A Geospatial Approach To Understanding The Relationship Between Fast Food And Schools, Andrew Atwong

CMC Senior Theses

In a time when Americans are waking up to the health consequences of consuming fast food, researchers have discovered that fast food restaurants seem to be located in greater concentrations near primary or secondary schools. While this phenomenon affects the food environments of some children and carries implications as to their short term and long term health (which has also been well researched), this paper focuses primarily on fast food restaurants that are within walking distance of schools. Using Geographic Information Systems (GIS) to integrate geospatial, business, demographic, and food quality data, I use linear regressions to examine whether and …

Player Compensation And Team Performance: Salary Cap Allocation Strategies Across The Nfl, Max Winsberg

CMC Senior Theses

The National Football League’s salary cap constrains the available resources each franchise is allotted to spend on player personnel. I examine the effects of executive management’s compensation allocation strategies on team performance from 2006 to 2013. The findings suggest that spending more than the league-average on offensive lineman hurts overall team performance. Spending above the league average on both the offensive line and quarterback positions negatively affects offensive performance as well. This supports previous research stating that taking a superstar-approach to cap distribution negatively affects team performance. Furthermore, I find evidence of increased compensation inequality among players under the Collective …