Technology
Luther Hodges Scholars

Research

Global Trade

The Colonial Roots of American Coercion: Extractive Institutions, Geopolitical Alignment, and Sanction Selection

This thesis examines how colonial legacies shape contemporary foreign policy alignment and vulnerability to U.S. economic sanctions. Using an original country-year dataset (1980–2005), it argues that extractive colonial institutions, characterized by resource concentration, weak sovereignty, and dependent economic structures, orient postcolonial states toward Russia (as measured by UN General Assembly voting), increasing their likelihood of U.S. sanctions targeting.

Artificial Intelligence

Does Leaders’ (Un)Ethicality Challenge or Threaten Employees: A Stress-Appraisal Explanation of Leaders’ Influence on Employee Well-Being

Fueling (vs. depleting) employee well-being is challenging yet critical for organizations. Leaders’ ethicality or unethicality is a key contributor to employees’ well-being. While research has documented associations between ethical and unethical leadership and employee well-being, the psychological process through which leader behavior influences employees is not as well understood.

Big Data

Methods for Stratified Rations of Exposure-Adjusted Incidence Rates for Groups with Enumerated Adverse Events

In clinical and biological research, comparisons of treatment effects often involve rare events observed over unequal exposure times, making crude event counts misleading. This study focuses on exposure-adjusted incidence densities as a principled approach for comparing event rates while accounting for varying time at risk and stratification factors such as demographic or geographic characteristics.

Kenan Institute Data

Make Bias Visible: Algorithmic Hiring and the Role of Governance in Early-Stage Recruitment

Artificial intelligence (AI) increasingly shapes early-stage recruitment, often determining which candidates advance before human review. Although often framed as efficient and objective, these systems can reproduce or amplify labor-market inequalities by generating disparate impacts–outcome-based differences in selection rates across protected groups, regardless of intent (Barocas & Selbst, 2016).

Kenan Institute Data and Graphs

From Policy to Practice: How Gender Diversity Resulting From the Nasdaq Board Diversity Rule Impacts Short-term Financial Outcomes for Companies

Corporate board diversity has become a focal point in governance discussions, particularly following changes involved in the Nasdaq Board Diversity Rule. This study examines the correlation between board gender diversity on a sample of Nasdaq-listed companies and short-term financial performance using annualized stock returns and yearly return on assets (ROA) data.

Center for Sustainable Enterprise

ESG Investing, Changing the Business World for the Better

The twenty-first century has marked the growth of the triple bottom line: people, planet, and profits. What was initially a catchphrase used by the most environmentally conscious firms, the triple bottom line has become a priority for firms around the globe. Rather than solely focusing on short-term profitability, the business world is looking to long-term wealth generation strategies that empower stakeholders. The emphasis on firms to balance wealth generation with environmental preservation has culminated in the prominence of ESG investing.

machine learning

Shapley Values, Random Forests, and Lasso Regression for Explaining Factor Important in U.S. Cross-Sectional Returns

An asset’s expected return is based on a set of risk factors and the asset’s exposure to each factor. A core pillar of factor investing research has been the identification of new factors that can best explain cross-sectional returns. Researchers have identified hundreds of factors, but many of these factors are redundant, containing similar information about risk. A key challenge is using this vast collection of discovered factors to determine which factors are actually the most important.

esg-stakeholder-capitalism

Introduction to ESG Investing

The term ESG (environmental, social, and governance) investing was coined in 2005, but it has only recently become a priority in the business world. Sustainability no longer exclusively refers to climate impacts, but it also considers the effects companies have on their internal employees and the communities in which they work. In order to create a resilient company, business leaders must take into account environmental, social, and governance challenges.

Sustainable Development Goals, SDGs image

A Defense of SDG 17: Why Collaboration is our Best Chance at Success

Often seen as a “blueprint for change,” the Sustainable Development Goals (SDG’s) require a strong commitment on the part of member-states to follow through on the expectations set forth by the international community. That being said, no single country can address the issues without multi-lateral support. For that reason, I contend that SDG 17: “Partnership for the Goals,” is a prerequisite to realizing the impacts of any other goal.

textile waste

Opportunities and Challenges for Implementing Circularity in Textile Production

The textile industry produces substantial waste and environmental impacts in its production of textile goods. Waste management strategy is an issue in the textile industry as companies seek new ways to reduce environmental impacts of their production. The purpose of this research is to understand how textile companies are currently managing and reducing their waste and integrating sustainability into their production.

remote work stock

Working from Wherever, Whenever: Lessons from the COVID-19 Pandemic that are Shaping the Future of Work

The COVID-19 pandemic forced millions of workers to adapt to a remote working environment nearly overnight. This reality tested the limits of enterprise technology, making this transition uniquely remarkable. For these reasons, the early 2020s present an important time to revisit the utility of worker autonomy and job meaningfulness to prepare for a post-pandemic workplace.

woman running in woods

Should You Should Others: Sustainable Marketing’s Impact on Brand Perception and Green Sportswear Consumption

Historically, the sportswear industry has paid little attention to issues of sustainability. However, today’s consumers are increasingly incorporating sustainability into their purchasing decisions. Sportswear firms have begun to confront these converging realities with sustainable sportswear products. For these new products to maximally succeed, marketers must apply sustainable marketing best practices. This thesis provides a first look at developing these principals through the use of an experimental consumer perception survey featuring twelve unique stimulus advertisements varying across four brands and three constructs: utilitarian, sustainable assertive, and sustainable gentle product claims. The findings of this research suggest that utilitarian claims, in comparison to sustainable claims, promote higher perceptions of sportswear product quality. Assertive claims exhibit a significant negative impact on consumers’ willingness to recommend sustainable sportswear. Finally, the combination of brand, product, and claim add a complexity to sustainable sportswear introduction that must be met with an intimate understanding of consumers.

Author: Christopher Dean Karras, Class of 2020
Advisor: Katrijn Gielens, UNC Kenan-Flagler Business School

coins dollar bills housing

Promising Practices for Workforce Housing: Implications for Colleges and Universities

Although the first affordable housing program begin in 1917, the United States still faces a significant shortage of affordable housing today. The shortage disproportionately affects low-income workers who cannot afford to live near their jobs and face growing commutes. In order to mitigate the worsening effects of the shortage on lower income workers, non-governmental organizations are increasingly engaged in workforce housing development. This research draws on the extant literature, key informant interviews and surveys of affordable housing experts, and case studies of actual workforce housing development projects to create a set of “promising practices” that colleges and universities can deploy to develop much-needed workforce housing for some of their employees.

Author: Emily Arnold, Class of 2020
Faculty Advisor: Jim Johnson, UNC Kenan-Flagler Business School