Economics Commons^™

Classification Of Ghost Job Listings: A Two Step Bert Approach, Caleb Mathison

Senior Honors Theses and Projects

Ghost jobs are advertised positions where companies have no intent to hire which create significant frustration for job seekers. This study explores how to automatically detect these fake listings using public data. Analyzing 849 LinkedIn job postings, I developed a two-step detection method. First, I calculated a ghost job score based on warning signs like listing duration and vague descriptions. Second, I used a BERT neural network to analyze the text patterns. The results demonstrate that machine learning can identify deceptive hiring practices, offering a new way to measure labor market inefficiencies.

Your Attention Is For Sale, Sam Nova

Emerging Writers

There has been an undeniable trend of shortening attention span length within the last decade. The shift has made many people anxious to point fingers at potential factors which may be partial causes. Despite the common claims that the change is inadvertently caused by technology, shorter content online, or any other unintentional factor; the change is engineered and intentional. There is profit to be made for big social media companies from the purposeful shortening of attention spans amongst the public. Through harmful design philosophy which puts profit over public health, social media companies have designed their platforms to be addictive …

A Different Risk-Return Relationship, Aydin Selim Oksoy, Matthew R. Farrell, Shaomin Li

Management Faculty Publications

We challenge the widely accepted premise that the valuation of an early-stage firm is simply the capital invested (USD) divided by the equity received (%). Instead, we argue that this calculation determines the break-even point for the investor; for example, investing USD 1.0 in exchange for a 10% equity sets a firm-level free cash flow target of USD 10.0, resulting in a 0% return for the investor. The design of our study is that of a descriptive analysis of the phenomenon, based on three assumptions: that angel investing is a two-issue negotiation, that negotiation positions are communicated sequentially from capital …

Economic Inequality And Civil War In Yugoslavia: An Economic Historiography Of Civil War, Farah Swellam

The Undergraduate Research Journal

The reasons for the emergence of ethnic violence are a much-debated and controversial topic. It remains relevant in a world with increasingly heterogeneous nation-states. This article investigates the causes of ethnic violence in Yugoslavia by analyzing the history of the republic from its post-WWII formation to the beginning of its breakup in 1991. The paper uses a qualitative examination of the causes and consequences of economic and political policies to understand the mechanisms by which ethnic heterogeneity is transmitted into violence. It argues that economic inequality is a necessary underlying variable to explain the outbreak of ethnic violence and civil …

How The Expansion Of The Egyptian Tech Sector Can Attract Foreign Investment, Mohamed Hany Eldeib

The Undergraduate Research Journal

Egypt’s growing tech sector presents a significant opportunity to attract foreign direct investment (FDI), foster economic growth, and address critical challenges such as unemployment and skill gaps. This research examines how expanding the tech sector and implementing key policy reforms can position Egypt as an attractive hub for technology and innovation. Drawing on Paul Romer’s Endogenous Growth Theory—which underscores the role of innovation, human capital, and knowledge spillovers in driving sustained economic growth—this study explores how these elements, combined with investments in infrastructure and workforce development, contribute to Egypt’s competitiveness. Comparative insights from countries such as Vietnam and India further …

Green Cities Conference Proceedings-2025, Minoo Tehrani

Business Faculty Publications

No abstract provided.

2025 State Of The Commonwealth Report, Vinod Agarwal, Josh Andrews, Andrea Barcenas, Jamie Boex, Leora Friedman, James V. Koch, Angela Kwao, Feng Lian, Anna Makhorkina, Melody Nguyen, Terry Parker, Mohamed Rahoui, Ashley Russ, Samia Tabassum, Jay Walker, Robert M. Mcnab

State of the Commonwealth Reports

This is Old Dominion University’s 11th annual State of the Commonwealth Report. While it represents the work of many people connected in various ways to the university, the report does not constitute an official viewpoint of Old Dominion, its president, Brian Hemphill, Ph.D., the Board of Visitors, the Strome College of Business or the generous donors who support the activities of the Dragas Center for Economic Analysis and Policy.

Our work seeks to contribute to the conversation about how Virginia can foster growth across the Commonwealth without glossing over the challenges we face. We want to encourage difficult conversations to …

Part 2: The State Of Virginia's Go Virginia Regions, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Commonwealth Reports

In this chapter, we discuss the economic performance of the nine GO Virginia regions relative to the state and nation. We examine a number of measures of economic performance: population, employment, jobs, wages, personal income, and establishments. Each of these measures is available on a more frequent basis than Gross Domestic Product (GDP), providing a more current picture of the economic activity in each GO Virginia region. In aggregate, these data allow us to construct a clearer picture of the health of Virginia’s regional economies.

Part 4: Is It Better To Give Than Receive? Exploring The Distributional Dimension Of Virginia's Budget, Dragas Center For Economic Analysis And Policy, Old Dominion University

State of the Commonwealth Reports

This chapter focuses on the distribution of intergovernmental finances in Virginia. Specifically, it analyzes the distribution of state-level public resources in the Commonwealth of Virginia that takes place as a result of state-to-local intergovernmental transfers. The analysis suggests that, as a result of the manner in which state revenues are collected and allocated back to localities, some Virginians contribute significantly more to the Commonwealth budget in taxes than they receive back in local benefits, while other state residents receive more in benefits than they pay in taxes.

Fair Play Or Financial Power? Examining The Competitive Impact Of Foreign Investment In European Football, Emma M. Fogg

Scripps Senior Theses

Football is not only the most popular sport in Europe but also fundamental to driving local and international economies due to the heavy influence fans have on driving ticket sales, team merchandise purchases and media rights. In the last twenty years, it has become increasingly popular for wealthy capital groups or businessmen from outside Europe to buy clubs and give teams a large influx of capital. Fans and players alike have grown worried that this type of new ownership will change the football world for the worse because teams with foreign investment can outspend their opponents for the best players. …

Where Purpose Meets Profit: The Impact Of Firm Size On The Relationship Between Esg Performance And Corporate Financial Performance On Firms In The Technology Industry, Riya Hariharan

Scripps Senior Theses

This study evaluates the impact of firm size on the relationship between ESG performance and corporate financial performance of firms within the technology industry. Specifically, this study uses OLS analysis to assess the relationship between ESG, measured using Morningstar Sustainalytics ESG risk scores, and return on assets, using firm market cap as a proxy for firm size. Data was compiled into an original dataset consisting of 254 firms. Results were significant, finding that increasing ESG practices in small and medium firms increases ROA. These findings highlight the economic value of social responsibility efforts in technology firms, particularly in small and …

Essays On The Effectiveness Of Diversion Programs In The United States Criminal Justice System, Tairy Ayon

CGU Theses & Dissertations

The United States criminal justice system is at a transformative time, with growing public support for reforms that prioritize rehabilitation over punishment. In response to this shift, prosecutor-led diversion programs are being introduced in areas where they were previously absent and expanded with increased resources in regions already established across the United States. This dissertation measures the effectiveness of these programs in three ways and uses data from six diverse U.S. jurisdictions. In the first chapter, I focus on how age-based eligibility criteria shape participation in diversion programs and its effectiveness in reducing recidivism. To do this, I examine data …

The International Transracial Adoption Effect: Measuring The Well-Being Of Korean Adoptees Vs. Non-Adopted Korean Americans, Grace H. Jones

Honors Theses

In this study, I examine the differences in well-being and long-term outcomes between adopted and non-adopted Korean Americans. The vast majority of adopted Korean Americans are placed with white, heterosexual couples, positioning them in a unique position in American society. While they are raised in white families and often disconnected from Korean culture, they are still perceived and treated as Asian by society. Scholars refer to this tension as the transracial adoptee paradox. This study explores how that paradox affects both economic and non-economic outcomes. The analysis finds that adopted Koreans tend to earn higher incomes than their non-adopted peers, …

The Value Of A Vote: Vote Pivotality Information And Its Impact On Voter Willingness To Accept, Nicholas J. Sickinger

Honors Theses

A variety of factors influence the decision to participate in a democratic election or not. This paper explores one of these factors: an individual’s perceived pivotality. I explore how people assess the value of their vote when they are informed about the likelihood that their vote will be pivotal. To do so, I conduct an online voting experiment where subjects participate in three different stylized elections: a marginal election, a landslide election, and an uninformed election (where the voter distribution is unclear to participants). I elicit participants’ vote valuations and compare them across election conditions and demographic groups using both …

Deconstructing The Greenium: Exploring Mispricing In The Green Bond Market, Koto Yamada

Honors Theses

This paper investigates the sources and conditions under which the greenium – a yield discount observed for green bonds relative to comparable conventional bonds – appears in global fixed income markets. Using a dataset of over 26,000 bonds issued between 2012 and 2024 across 37 countries and 5,400 firms, I find that the existence of the greenium is highly context-dependent, shaped by factors such as issuer reputation, institutional trust, and green capital allocation across sectors. Repeat green issuers receive yield discounts of up to 57 basis points, particularly in the EU and Nordic countries, where strong climate policies and disclosure …

Drivers Of Heat Pump Installation In Maine: Climate Shocks, Politics, And Incentives, Micah J. Margolis

Honors Theses

Heat pumps are a growing trend as climate adaptation measures around the world and are gaining significant popularity and attention due to a number of environmental and social factors across Maine. Homeowners in Maine face difficult financial and personal pressures when considering a heat pump. Impacting this decision is a high cost of energy, a substantial rebate offsetting the purchase price, as well as summers and winters that are warming beyond record highs and lows. Previous research has looked at specific populations or large regions without considering the long-term personal drivers of this decision. I use data from Efficiency Maine, …

Global Rate Pass Through: Impact Of The Global Savings Market On Home Prices In The Uk, Laxmi Namboodiri

Honors Theses

This paper examines how changes in the global savings and investment market impact housing prices and supply in the United Kingdom. I first constructed a global interest rate using principal component analysis. Then, using structural VARs, I estimate impulse response functions to study the dynamics of housing prices and supply in the UK with an impulse in the global interest rate. The model predicts that housing prices and supply will increase immediately and then decrease after a lag. The decrease is primarily driven by the years after the stock market crash as opposed to before.

The Relevance Of Information On Effective Charitable Giving, Pride J. Jia

Honors Theses

The most effective charities are often more than a hundred times as effective as the average charity. However, top charities are not prioritized, and donation money is not used most effectively. To address this issue, it is crucial to understand why effective charitable giving is not prioritized. One factor identified in previous research is the limited access to cost-effectiveness information among donors. Our research explores whether providing individuals with different forms of information about charities leads to more effective donation decisions. Through an online RCT, individuals are separated into groups exposed to different types of information about two charities and …

Mucking Up Public Health: A Geospatial Analysis Of Agricultural Sludge Application And Cancer Prevalence In Maine, Sarah A. Bassett

Honors Theses

This study investigates the impact of per- and polyfluoroalkyl substances (PFAS) on cancer prevalence throughout Maine. The main contribution of this project is the database constructed to examine cancer rates at a novel aggregation area: watersheds. By using a watershed as the aggregation area, this study gains insight into the threat that spreading sludge as fertilizer on agricultural fields poses to human health through groundwater pathways. Using geospatial analysis and an ordinary least squares regression model, this study estimates the effect of the presence of PFAS in a watershed from 2017 to 2021, in addition to estimating the impact of …

From Colony To Classroom: British Rule And Contemporary Educational Outcomes In India, Yashvita Shukla

Honors Theses

This study analyzes the modern day legacy of British colonial ruling structures on Indian educational outcomes. In directly ruled areas, the British retained total control, while Indian princes in indirectly ruled areas had administrative agency. I find that directly ruled districts have higher literate population shares across both genders over three census years, but no significant difference by 2011 in primary, secondary, and tertiary education, controlling for colonial geographic conditions. Gender-disaggregated results generally find stronger colonial effects for women than men. This thesis challenges earlier findings and implies that the British effort to create an educated administrative class and their …

Volume 28, Issue 1 Full Contents

Midwest Social Sciences Journal

No abstract provided.

Venezuela's And Mexico's Oil Industries: Policy Making Sets The Course, Camila Gimenez Valero

Honors Undergraduate Theses

The puzzle of Venezuela's crisis is one that researchers often try to understand. How did one of the richest nations in the world become one of the poorest? Venezuela is nowadays seen as a country with political unrest, where people struggle to get by and with a corrupt government. However, this was not always the case. Throughout the 20th century Venezuela had remarkable economic stability. Having discovered the world's largest known oil reserves, the nation's economy quickly developed, and the country also became known for its long-standing democracy. After the election of Hugo Chavez in 1998, Venezuela began to decline …

The Paradox Of Value, David Enrique Guarnizo

Theses and Dissertations

The present thesis project examines how, in the United States, and especially in the state of Virginia, archetypes of "wealth," "value," and "identity" have been constructed in relation to land and territory. This analysis explores the tension between the inherent value of life on the land and the economic value that can be derived from it. This tension is exemplified by a theory known as the "paradox of value", also referred to as the "paradox of water and diamonds", which was developed by the renowned Scottish economist and philosopher, Adam Smith. This theoretical framework serves as a fundamental axis for …

Introducing Sustainable Development Goals In College Curricula: A Way Forward, Christy Ashley, Jason D. Oliver, Hillary Leonard

Markets, Globalization & Development Review

The commentary proposes a blueprint to help guide curriculum innovations, partnerships, and teaching interventions that incorporate the United Nations sustainable development goals (SDGs) into the curriculum. It suggests the utilization of AACSB’s Societal Impact Canvas with Ancona et al.’s (2007) Leadership Capabilities (Sensemaking, Relating, Visioning, Inventing) to provide a blueprint for mission-aligned SDG integration at a local level. It provides an illustrative example from the University of Rhode Island (USA), where the focus is on the Blue Economy. It aims to provide practical guidance for how a college or university can efficiently organize to gain stakeholder input that helps enhance …

Redefining The Relevant Market: Abandonment Or Return To Brown Shoe, Daniel A. Hanley

Dickinson Law Review (2017-Present)

Defining a relevant market is arguably the most important requirement in antitrust litigation. Between the 1890s and the 1940s, defining a relevant market was a simple and generalized process, typically undertaken by courts as a cursory matter. However, in the 1960s, defining relevant markets became a centerpiece of antitrust litigation. The modern method originates from the Supreme Court’s landmark 1962 decision in Brown Shoe v. United States. The method commonly known as the Brown Shoe test requires judges to construct relevant markets by carefully analyzing accessible and understandable qualitative data, such as internal corporate documents and consumer surveys. Since the …

Overconfidence Bias Amongst Student Investors, William Winship

Economics Honors Papers

No abstract provided.

The Economics Of Sex Work As Modern Day Slavery, Clifton Carragher

Economics Honors Papers

No abstract provided.

Book Of Abstracts Of The Wmu International Conference 2025 : Advancing The Blue Economy Through Gender Equality, World Maritime University, Momoko Kitada, Francis Neat, Renis Auma Ojwala

Conference Papers

The 2025 World Maritime Theme by the International Maritime Organization, “Our Ocean, Our Obligation and Our Responsibility,” underscores the global need for an inclusive and sustainable approach to ocean health and maritime economic activity. In alignment with this, the World Maritime University organized the 2025 International Conference on Achieving the Blue Economy Through Gender Equality, highlighting the critical role of gender equality in advancing a sustainable blue economy. A call for case studies yielded 102 abstracts from 206 authors across 46 countries, representing diverse maritime sectors such as shipping, fisheries, and ocean sciences. The abstracts were reviewed by both internal …

The Black-Market Commodification Of Human Organs And Bones: A Marxist Perspective, Erik Schulz

Nebraska Anthropologist

The trade and treatment of human remains, while seemingly straightforward, have increasingly become subjects of ethical and moral debate. Over time and in light of recent events, questions have emerged regarding the appropriateness of how human remains are handled and exchanged. This paper examines these issues through the lens of Marxist framework and the perspective of forensic anthropology. The objective is to provide contextual understanding and encourage a reevaluation of current practices, particularly within academic settings, to ensure that human morals, dignity and ethical standards are upheld.

Deportations And Debt: How The Trump Administration’S Immigration Policies Affect The United States’ National Debt Situation, James D. Webster

Honors Theses and Capstones

The value of the United States’ national debt measured as a share of its economic output, otherwise known as its debt-to-GDP ratio, is projected to reach an all-time high and continue to climb over the span of the next 30 years. This can be attributed to a combination of tax and spending policies which generate annual budget deficits as well as a projected slowdown of economic growth. A major factor contributing to this situation is the slowing growth of the labor force in the United States. As time goes on, the growth of the U.S. population slows, and immigration becomes …