Macroeconomics Commons^™

Macroeconomic Resilience And Sentiment Dynamics In The Global Luxury Fashion Industry, Mehr Gupta

CMC Senior Theses

The global luxury fashion industry is often viewed as a sector where broad economic conditions intersect with individual spending behavior. Yet despite this common assumption, it remains unclear whether macroeconomic fluctuations meaningfully shape luxury firms’ financial performance. This thesis examines the relationship between four key macroeconomic indicators - consumer sentiment, disposable income, unemployment, and exchange rates - and firm-level quarterly revenue for twelve publicly listed luxury companies from the early 2000s through 2024. Firm financial data from S&P Capital IQ are matched with macroeconomic measures from the Federal Reserve (FRED), and the analysis employs a two-way fixed-effects framework with firm …

Determinants Of The U.S. Experience Economy: A Macroeconomic, Demographic, And Technological Analysis, 1984–2023, Chloe Ross

CMC Senior Theses

Pine and Gilmore et al. 1999 examine American consumers’ preferences for experiences over durable goods. Since then, there has been a multitude of research on the psychology behind this shift in consumption preferences, and there has been an abundance of media coverage of the new “experience economy.” This thesis goes beyond psychology and examines the macroeconomic, demographic, and technological determinants of experiential spending in the United States from 1984 to 2023. I use annual data from the Bureau of Labor Statistics’ Consumer Expenditure Survey (CES) and variables from the Bureau of Economic Analysis (BEA), Federal Reserve Economic Data (FRED), US …

Modeling Taiwanese Monetary Policy: Augmented Taylor And Mccallum Rules, Yu-Chi (Yunnie) Cheng

CMC Senior Theses

This study examines how price-based and quantity-based monetary frameworks explain the policy actions of the Central Bank of the Republic of China (Taiwan) within the context of a trade-dependent, small open economy. Utilizing a comparative empirical analysis of Taylor and McCallum rules from 2000 to 2025, the research finds that Taylor rule’s superior fit is contingent upon the inclusion of the augmented variables, such as federal funds rate, Financial Stress Index, and sovereign credit premiums, revealing a policy stance that is deeply reactive to international financial conditions. In contrast, the McCallum rule demonstrates remarkable parsimony, explaining 45% of the variance …

Converging, But Not Together: Regional Growth After Eu Enlargement, Armine Kardashyan

CMC Senior Theses

This paper studies whether poorer regions in Central and Eastern Europe have caught up to richer ones since EU enlargement, and whether any observed catch-up reflects absolute convergence or convergence conditional on regional fundamentals. Using annual NUTS-3 data for eleven Central and Eastern European member states from 2000 to 2023, I estimate rolling ten-year convergence regressions within a steady-state framework in which regional GDP per capita depends on investment, human capital, and within-window exposure to EU membership.

The results show strong evidence of conditional convergence during the early and middle phases of enlargement. Regions that begin a window above their …

The Tcja And Shareholder Payouts, Carson T. Bloom

CMC Senior Theses

Abstract

The Tax Cuts and Jobs Act (TCJA) provided corporations an estimated $233 billion in tax savings, yet relatively little is known about how firms allocated this cash windfall. This study examines whether growth and mature firms differed in whether they used these tax savings to distribute dividends and repurchase shares. Using panel data on publicly traded North American firms from 2016–2019, I classify firms as either growth or mature based on their cash-flow patterns and estimate the effects of the TCJA on their behavior using a difference-in-differences design.

The results indicate that mature firms increased shareholder payouts significantly more …

An Examination Of Remittance Inflow Variation In Net-Emigration Countries, Andrew Rizko

CMC Senior Theses

This paper examines the structural and institutional determinants of remittance inflows in a panel of 40 net-emigration countries from 2000 to 2024. By restricting the sample to countries with negative average net migration, the analysis holds migration pressure constant and isolates the role of domestic conditions in explaining cross-country variation in remittance dependence. Using fixed effects and correlated random effects (Mundlak) estimators, I find that labor force participation is the most robust within-country determinant: a one percentage point increase is associated with approximately a 2.3 percent decline in remittance inflows, consistent with remittances functioning as a structural need in contexts …

Wiener-Granger Causality To Model Banking Sector Contagion, Riya Bhasin

CMC Senior Theses

In this thesis, we explore the main drivers behind the 2008 Global Financial Crisis and how the interconnectivity of banking sectors contributed to the worldwide spread of its effects. To understand how this became a global phenomenon, we apply linear Wiener-Granger Causality as a form of network analysis, building on pre-existing methodology in order to study continent banking indices. We find connections across locales on the continent and country level, but ones that are weak. Our modelling was insufficient to completely capture existing and well-known relationships accurately. This occurs due to limitations of the data and of the linear models’ …

Teaching A New Dog Old Tricks: How Buy Now Pay Later Responds To Consumer Financial Strength, Ryunosuke Nakase

CMC Senior Theses

This thesis aims to answer three questions. 1) How does BNPL usage in the US respond to macroeconomic conditions reflective of consumer strength? 2) Does BNPL debt migrate toward credit cards during months following high BNPL spend? 3) How does BNPL respond to macroeconomic conditions at the firm level? I constructed a 4 year monthly and quarterly time series dataset spanning from 2021 to 2025. I utilize time series OLS regressions to examine the short-term behavior of BNPL volume monthly at the aggregate level and quarterly at the firm level. At the aggregate level, BNPL volume in the US is …

Demographics, Macroeconomy, Or Monetary Policy: What Drives Japan’S Short Run Economic Movements Since 1991?, James Ac Raymond Ii

CMC Senior Theses

This thesis examines how Japan’s post-1991 macroeconomy behaves by analyzing quarterly inflation, money growth, and equity returns, with a focus on whether demographic change, macroeconomic indicators, or monetary policy better explains short run movements. Using Newey West regressions, the results show that demographics exert almost no influence at short horizons, while major Bank of Japan policy regimes such as QQE, NIRP, and YCC strongly shape liquidity conditions and dominate both money growth and equity performance. The findings suggest that demographic change matters primarily as a long run force that creates a low-rate environment, while short run dynamics are driven almost …

China’S Economic Slowdown: How Does It Affect New Zealand’S Economy?, Haven Qin

CMC Senior Theses

This paper examines the impact of China’s economic slowdown on New Zealand’s economy, focusing on sector-specific linkages across real estate, the stock market, exports, and import prices. As a small open economy, New Zealand’s deep integration with global markets makes it particularly vulnerable to external shocks from its largest trading partner. Employing OLS regression models and monthly economic data, this study reveals the nuanced pathways through which China’s economic conditions influence New Zealand. Key findings include the sensitivity of New Zealand’s housing market to Chinese property investments and Chinese stock market performance, the influence of Chinese financial market performance on …

Synthetic Statocracy - Pakistan’S Self-Created Inferno: Examining The Causes And Consequences Of Military Dominance In Pakistan, Umer Lakhani

CMC Senior Theses

This paper examines the history of military rule in Pakistan. Applying the framework of Johannes Gerschewski in The Three Pillars of Stability: Legitimation, Repression and Co-Optation in Autocratic Regimes, this paper looks to explain how military rulers who presided over the three periods of military rule in Pakistan consolidated and maintained their power, as well as the effects that these periods of rule had on Pakistani society. This paper will also supplement Gerschewski’s general framework by applying the findings of various established authors who have been published extensively on Pakistan’s political history, economy and relationship with the military. Such authors …

When Consumers See It Coming: How Anticipation Affects The Domestic Cost Of Tariffs, Pierce D. Sanderson

CMC Senior Theses

Tariffs implemented by President Trump in 2018 were unexpected and significant, incurring large costs to U.S. consumers. This study examines the effect of tariff anticipation on price, quantity, and value effect on imports in the United States. Specifically, it focuses on tariffs implemented during Obama’s second term in office from 2012 to 2016 on the automotive, technology, and manufacturing industries. The findings present a significant divergence from the literature on the effects of 2018 tariffs, finding a near full pass-through of tariffs to foreign exporter prices rather than U.S. consumers. Specifically, a one percent increase in tariffs resulted in a …

Climate Change And Ski Resort Ownership Consolidation, Gabriel Yang

CMC Senior Theses

Based on a collected dataset of ski resort ownership records and localized climate data spanning 1920-2020, I analyze how environmental volatility affects firm-level outcomes. Using multinomial logit regression models, I examine whether changes in snowfall, precipitation, and temperature are associated with higher probabilities of acquisition, particularly by large conglomerates. Preliminary results suggest that climate volatility, specifically around minimum and maximum temperature, is becoming increasingly important in affecting ownership transfers. Resorts with higher volatility in warm-day temperatures are less likely to be acquired by both conglomerates and non-conglomerates, while cold volatility has become less important over time as snowmaking capabilities are …

The Counter-Cyclicality Of Earnings Management: Evidence Through 2024, William J. Hall

CMC Senior Theses

This thesis examines the relationship between macroeconomic conditions and earnings management, extending the analysis of Hillegeist and Lin (2019) using updated data through 2024. Based on 16,635 firm-quarter observations, my study affirms the results found in prior literature and confirms that there is a negative association between the change in GDP and the direction of firms’ earnings management behavior, indicating that earnings management is counter-cyclical. My study also finds that firms manage earnings asymmetrically based on the current macroeconomic state, with firms managing earnings more in economic downturns and less in expansions. My findings suggest that despite major macroeconomic and …

High ‘Steaks’: Does Lone Star Tick-Induced Red Meat Allergy Reduce Cardiovascular Disease-Related Hospitalizations?, Raj Parekh

CMC Senior Theses

In this thesis, I investigate the relationships between Lone Star Tick-induced Alpha-Gal Syndrome (AGS), red meat consumption, and cardiovascular health outcomes within New York State's 62 counties from 2012 to 2021. The analysis examines whether AGS, which forces individuals to reduce red meat consumption, serves as a natural experiment in understanding dietary impacts on cardiovascular disease (CVD). Leveraging panel data, I utilize Fixed Effects (FE) and Two-Stage Least Squares (2SLS) regression frameworks to disentangle the relationships between red meat expenditure, meat prices, Lone Star Tick prevalence, and health outcomes such as CVD, stroke, coronary heart disease, and heart attack hospitalization …

The Uncertain Promise Of Foreign Bank Entry: Institutional Quality Effects On The Foreign Bank–Financial Inclusion Nexus, Jason Dedman

CMC Senior Theses

Despite the precipitous rise in foreign bank presence due to ever increasing financial globalization, the literature on the nexus between foreign banks and financial inclusion remains critically underdeveloped. This paper revisits the relationship between foreign bank presence and financial inclusion in emerging and developing economies (EMDEs), extending the methodology of Gopalan and Rajan (2018) by integrating updated ownership data from Panizza (2024) and introducing institutional quality as a moderating variable. Employing both fixed effects and system generalized method of moments on a panel dataset of 128 EMDEs, this study finds that foreign bank presence has a far more ambiguous effect …

Analysis Of Government Stimulus During Covid-19 And The Bank Distress Of 2023, Kara Hagler

CMC Senior Theses

Due to the hardships that small businesses were facing from the onset of COVID-19 in March 2020, the government created the Payment Protection Program (PPP). This program used banks as the initial lenders for small business loans to facilitate loans from the government to small businesses. In this article, I study how participation in the PPP lending program contributes to the Bank Distress of 2023 by using a bank-level quarterly panel data set from 2019-2023. Estimation of difference-in-difference specifications reveals banks that opted into the PPP program experienced an increase in held-to-maturity securities relative to non PPP banks. The mechanism …

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 …

Global Trade Implications Of A Russia And Ukraine-Like Conflict Between China And Taiwan, Jay Morris

CMC Senior Theses

This paper examines the effects of global trade in general from a Russia-Ukraine-like conflict between China and Taiwan as well as the consequences to the worldwide semiconductor industry. A main component of these effects comes from two assumptions: trade between Taiwan and the rest of the world will cease when the conflict occurs and a group of geopolitically aligned and developed countries called the “Allies” will sanction China across a range of product categories. The main effect of the sanctions is the reduction in imports to China in key strategic goods that help in winning military battles and or promote …

A Philosophical And Empirical Investigation Into Buddhist Economics, Hannah Doyle

CMC Senior Theses

There is a growing body of literature on Buddhist economics from a philosophical perspective; however, no work to date has sought to empirically validate it as an effective economic theory at a global scale. In my paper, I draw on the long history of Buddhist metaphysics to construct an account of Buddhist ethics and then proceed to derive a set of Buddhist economic principles. I draw on the World Happiness Report’s methodology to quantitatively demonstrate the relationship between Buddhist economic principles and the psychological wellbeing of a country’s citizens, as measured through their own evaluation of their quality of life …

A Comparative Analysis Of 14 Central Banks’ Monetary Responses Before And After The Covid-19 Pandemic In Relation To Central Bank Independence, Emelle Stottele

CMC Senior Theses

In theory, during periods of economic downturn, economic policy should follow a countercyclical pattern. In this light, following the recent COVID-19 pandemic, monetary policy is expected to be contractionary. However, prior research shows that the cyclical nature of monetary policy can vary significantly across different countries. Research also suggests that these monetary responses differ based on the level of independence a central bank has for decision-making from government influence. This thesis studies the effects of the COVID-19 pandemic on the monetary responses across a panel of 14 countries from January 2018 to August 2022, capturing the impacts of the pandemic. …

Did Demonetization Have A Bigger Impact On Ppis (Prepaid Payment Instruments) Or Mobile Banking In India?, Ansh Vora

CMC Senior Theses

On November 8, 2016, Narendra Modi, prime minister of India, tele-advertised the entire nation and announced that India's highest value banknotes, the 500 and 1000 rupee “Rs” notes would be demonetized and taken out of circulation, effective midnight. Modi stated that this is an effort to reduce the large economy of black money, transition India into a digital economy, abolish funding of terrorist groups and illicit circulation of counterfeit notes. In this study, I choose to analyze the impact of demonetization on two digital payment methods - Prepaid Payment Instruments, “PPI” and Mobile Banking. The data used in this study …

Disembedded Liberalism: The Global Pressure On Democracy, Hallie Spear

CMC Senior Theses

The international political order is at a crossroads with divergent paths. Liberal democracy is once again threatened on the international stage. What's more troubling is that the most stable and influential democracies, the United States, those in Europe and India, seem to be vulnerable to the autocratic wave sweeping through the world. This thesis completes a critical analysis to understand the root causes of the recent disruption to democracy the world has observed. Focusing on three established, diverse, and populous democracies, this thesis investigates the economic conditions at play that made each nation vulnerable to populism. Neoliberal economic policies implemented …

The Federal Reserve’S Qe Practices Impact On Inflation: A Comparative Analysis Of The Gfc And Covid-Eras, Robert Driscoll

CMC Senior Theses

This paper investigates and compares the effects of the Fed’s quantitative easing policies on US inflation during the Global Financial Crisis and the Covid-era up to February of 2022. As inflation continues to rise, a quantitative measurement of the Fed’s monetary policy response to recessions and its resulting effect on the price level is becoming increasingly relevant. Supporting the quantity monetary theory, I test the impact of the Fed’s increasing their total assets and securities on their balance sheet on CPI and core CPI. Using multiple time series regressions and a single lag component on the analyzed variables. The model …

Liquidity Outbreak: A 49 Country Analysis Of The Money Supply’S Effect On Stock Markets During The Covid-19 Pandemic, Dylan Porter

CMC Senior Theses

This paper compares the effects of monthly money growth on monthly stock market performance in 49 countries around the world before and after the COVID-19 pandemic. Countries are grouped in aggregate, by continent, and development status. OLS panel regressions show that lagged monetary growth variables are better monetary indicators of stock market performance than contemporaneous values. Variables that measure the pandemic’s progress (infections/deaths and government responses) are included alongside macro-economic variables but are seldom significant. Monetary growth had less correlation with the stock market during the pre-pandemic period (January 2018 - December 2020), suggesting that the uncertain economic conditions of …

Gambling Autonomy: The Impact Of Latin American Central Bank Independence On Risk Aversion Within Monetary Policy Implementation, Julia Duarte Schulman

CMC Senior Theses

This paper examines the effect of Latin American central bank independence (CBI) on risk-averse behaviors in monetary policy. Using a fixed effects panel regression, I document how multiple forms of monetary policy are influenced by different macroeconomic variables, conflicting policy targets and central bank independence benchmarks. The results show that increasing CBI has a positive impact on risk aversion, especially in policies targeting inflation and money supply. Additionally, the results show that interest rates and reserve requirements were especially susceptible to changes in independence, while the monetary base and volume of domestic credit were less influenced. Finally, as time and …

What Do We Know About The Recent Performance Of Indian Banks?, Laira Aggarwal

CMC Senior Theses

This paper examines the performance of Indian banks by studying the effects of recent reforms and macroeconomic events. Indian banks went through a period of reforms in the past twenty years. The impact of these reforms and major macroeconomic events has been examined using time-series analysis. Event studies offer additional perspective on the short-run effect of the events on different types of Indian banks. Although, the event dates are not all statistically significant in the time-series regressions, the demonetization of 2016 is significant in the event study analysis. Thus, while reforms and events have immediate impact on the performance of …

Why Not Mexico? Policy Recommendations For A Globally-Oriented Economic Strategy, Víctor Manuel Hernández-Rodríguez

CMC Senior Theses

Mexico, one of the world’s largest economies and an increasingly relevant actor in international affairs, is at a crucial point in defining its future policy course. Given the uncertainty surrounding the global economy, as well as the political situation in Mexico, it is important to have a clear vision for policy going forward. This thesis offers a foundation for a national economic strategy with a long-term vision, upon which future administrations can build as appropriate to maximize on the country’s economic potential. The task is undertaken through a three-part approach. First, a thorough and analytical overview of the country’s economic …

The Role Of Conflict In Sub-Saharan Africa, Samy Lemos

CMC Senior Theses

Sub-Saharan Africa is the provider of many critical natural resources. With such resources, one would expect these countries to have thriving economies. Why is the opposite case true? To answer such a question, this paper examines a few critical causes that may justify the current economic situation these African countries are experiencing. Specifically, the paper observes the economic impact of civil war and terrorist conflict in sub-Saharan Africa from 1971 to 2016. To explore the changes in GDP per capita for all these years, this thesis sheds light on three independent variables: year of conflict, education level, and foreign direct …

What Goes Up Must Come Down: The Relationship Between The Housing Market Boom And The Subsequent Economic Downturn: Evidence From The Msa Level, Bruce Dale Service

CMC Senior Theses

Using MSA level data, the paper shows, that geographic areas which experienced the largest housing bubble generally suffered a more serious subsequent economic downturn. More specifically, the paper establishes that MSAs with larger declines in housing permits had larger increases in unemployment. There also appears to be strong evidence of a correlation between the magnitude of a housing boom and the timing of the decline in housing permits. MSAs which experienced larger real housing inflation offered early indications of the subsequent Great Recession.