Behavioral Economics Commons^™

Governing Algorithmic Attention: Attention Safeguard Models And The Cognitive Attentional Standard As System Level Interventions In Human Computer Interaction, Behavioral Economics, And Artificial Intelligence, Delante Clark

Graduate Scholarship and Creative Works

Algorithmic recommendation systems and interface designs shape attention by combining visually salient cues with uncertain reward timing and low friction interaction. These conditions can sustain anticipatory checking, extend time on task, and reduce natural disengagement points through patterns such as infinite scrolling and autoplay. This paper synthesizes research across neuroscience, human computer interaction, behavioral economics, and artificial intelligence to argue that attention capture is a predictable outcome of incentive driven design rather than an individual failure of self regulation. It advances the Attention Safeguard Models and the Cognitive Attentional Standard as system level interventions that regulate exposure conditions, pacing, and …

Welcome Tilly Norwood: Forecasting Hollywood’S Ai Policy Futures, Samuel P. Rooker

Senior Honors Projects, 2020-current

In late 2025, weekly trade publication Variety Magazine reported on the announcement of a new acting talent in Hollywood: Tilly Norwood. Norwood is an industry outsider and the pet project of Eline Van der Velden, who unveiled the actress’ existence to the world at the Zurich Film Festival. The announcement quickly gained media coverage while Van der Velden has since faced cyclical backlash from Hollywood trade unions, which does not seem entirely without reason. Tilly Norwood is a digital persona, a generative artificial intelligence (GenAI) program, designed by Van der Velden’s novel AI talent studio, Xicoia, to become the next …

The Hypocrisy Of The Wizards—A Proposal To Correct Incentives In Higher Education Loan Financing, Caden Benedict

School of Public Policy Capstones

This paper explores the origins of the student loan debt crisis and proposes tying university incentives to graduates' repayment plans and disclosing median earnings for degrees before students apply. Specifically, while there are numerous factors explaining why the price of education has increased dramatically since the 1970s, this paper proposes solutions that will specifically target university moral hazards by requiring universities fund: (1) the current subsidies to federal student loan repayments under income-driven plans as the House of Representatives intended before the Senate removed "risk-sharing," and (2) bankruptcy law discharge amounts. Moreover, requiring universities to disclose the median earnings of …

C.A.S. Full Assessment Report: State Of Florida Government Portal, Delante Clark

Graduate Scholarship and Creative Works

The purpose of this assessment is to evaluate the cognitive overhead, transparency, and attentional integrity of

official State of Florida digital interfaces using the Cognitive Attentional Standards (C.A.S.) platform.

While the Florida Digital Bill of Rights (FDBR) establishes strict regulatory guardrails for consumer data

transparency, tracking opt-outs, and attentional safeguards, the State of Florida explicitly exempts its own

government agencies, public universities, and non-profit entities from complying with these rules.

This assessment serves to investigate the tension between legislative intent and government execution. By

analyzing public sector websites through the C.A.S. platform, this project will establish a “state-enforced vs.

state-executed” …

Symmetry, Presumptions, And The Judges Design, Murat C. Mungan

Faculty Scholarship

An instrumental variables approach called ‘the judges design’ used frequently in social sciences relies on an assumption called ‘average monotonicity’. This assumption pertains to how different judges’ (or other classifiers’) decision making processes relate to each other. Violations of it are hard to detect, which raises the importance of it being supported by a plausible theory. Decisions of judges who solve Bayesian decision problems violate average monotonicity as long as the signals they process are symmetric and they do not possess strong presumptions. This result is extended to cases where judge presumptions are symmetrically distributed and may include strong presumptions. …

Reading Between The Lines: The Influence Of Financial News On Investor Decision-Making, Kalia Noble

Honors College Theses

This thesis investigates how financial media narratives shape investor sentiment and short-term market behavior. Drawing on behavioral finance and narrative economics, it examines whether the framing and tone of market news correlate with intraday volatility in the S&P 500 and Dow Jones Industrial Average. By pairing quantitative price data with contemporaneous headlines from major outlets such as Bloomberg, Yahoo! Finance, and CNBC, the study shows that emotionally charged or speculative narratives are closely associated with sharp market swings, even when fundamentals remain unchanged. These findings highlight the influence of media framing on investor decision-making and underscore the importance of financial …

Does Investing In Schools Reduce Violent Crime?, Jamein Cunningham, Monique E. Davis, Kenneth Whaley

Presentations

No abstract provided.

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Learning About Stability Of Risk Preferences, Levon Barseghyan, Francesca Molinari, Joshua C. Teitelbaum

Georgetown Law Faculty Publications and Other Works

Classical theories posit that risk preferences are stable across decision contexts. Two branches of empirical literature assess this claim. Structural approaches examine within-person consistency of model-based estimates of risk aversion, while “model-free” approaches examine within-person correlations of risky choices. We elucidate the latent structure underlying the model-free approach. Using this structure, we develop a new approach to assessing preference stability that has stronger testable implications, and we partially identify features of stability and heterogeneity of risk preferences. Our study illustrates a general principle: partial identification through minimal assumptions grounded in economic theory robustly bridges fully structural and model-free methods.

Bruni And Sugden On Market Virtues, Luís C. Calderón Gómez, Robert Talisse, John A. Weymark

Articles

According to classical liberalism, markets are instruments for the mutually advantageous voluntary exchange of goods and services among individuals who have conflicting interests. Some critics have used a virtue ethics understanding of behavior in markets to call for moral limits to markets because this classical view does not respect the internal value of human practices and the intrinsic motivations of individuals. In response, Luigino Bruni and Robert Sugden have offered a virtue ethics defense of markets, thereby “reclaiming virtue ethics for economics.” We argue that their account needs further elaboration and clarification before it is possible to assess the soundness …

What About The Buyers? Deriving Factors Of Demand In The U.S. Black Market, Eric S. Schneider

Undergraduate Theses

The vast majority of econometric research regarding black markets focuses on the supply. Relatively little information is definitively shown in academic literature regarding the drivers of demand for black markets. This project seeks to identify factors of demand for black market goods and services. First, this paper gives a brief definition of the broad definition of black markets, before specifically defining the scope of individual markets which will be included in this project. Next, there is a brief review of recent literature on the U.S. black market in order to determine prime candidates for factors of demand. Then, a robust …

Stakeholder Fairness And Corporate Social Impact: The Behavioral Economic Structure Of Corporate Law, Eli Bukspan

Michigan Business & Entrepreneurial Law Review

This study aims to bridge the gap between stakeholder capitalism—manifesting today in the evolving corporate social impact paradigm—and the historical shareholder primacy of corporate law. The emerging view of corporate purpose, particularly stakeholder capitalism, is closely related to the notion of fairness. This article demonstrates—by looking mainly at Israeli corporate law—that certain foundational concepts of behavioral economics better describe and justify the recent prominence of stakeholderism and the rejuvenated discourse of corporate social impact and purpose than does neoclassical economic theory. It concludes that the “fairness principle” provides a strong rationale for assimilating stakeholder expectations into the DNA of modern …

Federal Election Commission And Indiana Secretary Of State Campaign Finance Information Resoures, Bert Chapman

Libraries Faculty and Staff Presentations

This presentation covers campaign finance information resources produced by the Federal Election Commission (FEC) and Indiana Secretary of State. It describes how these agencies began, details how they oversee and regulate U.S. federal and Indiana state elections, and documents contributions made by individuals, organizations, political parties, and political action committees to individual candidates and organizations. Reporting documentation on these election races is also included.

Climate Change And Environmental Crises In Coastal Cities: Charleston Vs New York City, Nolan Rodriguez

Student Theses 2015-Present

This paper addresses the increasing vulnerability that coastal communities face regarding climate crises and rising sea levels. Specifically, this paper investigates the environmental crises facing Charleston, South Carolina, and New York City. The geographical location of these cities places a more severe threat upon their environment, as opposed to urban collectives removed from the immediate effect of rising sea levels. A cross-examination of politics and economics is discussed in order to determine the causal relationship of each city’s engagement with its surrounding environment. This paper examines how each city is affected by climate change, what measures are in place to …

De-Escalating The United States-China Trade War Using A Global Conflict Resolution Methodology Framework, Angelina Kapp

Undergraduate Honors Theses

How can the United States and China collaboratively de-escalate their current trade relationship using a conflict resolution methodology to foster economic growth and foreign investor confidence in the evolving landscape of global trade? This paper will serve as a guide to those wanting to gain a comprehensive understanding of the macroeconomic causes and impacts of the contentious trade war between the U.S. and China. The year 2018 can be attributed to the start of the war when then-President Donald Trump implemented tariffs on Chinese goods and products. These back-and-forth financial and economic measures have been continually imposed to this day …

U.S. Government Agency Podcasts, Bert Chapman

Libraries Faculty and Staff Presentations

Presents podcasts from U.S. Government agencies which can be discovered through the U.S. Government Publishing Office's Catalog of Government Publications. Agencies whose podcasts are presented include the National Institutes of Health, U.S. Peace Corps, U.S. Department of Agriculture, Government Accountability Office (GAO), National Park Service, Department of Justice, Federal Reserve System, and U.S. Naval War College.

Social Welfare Functions And Health Policy: A New Approach, Matthew D. Adler

Faculty Scholarship

The social welfare function (SWF) framework converts the possible outcomes of governmental policy choice into vectors (lists) of interpersonally comparable well-being numbers, measuring the lifetime well-being of each individual in the population of interest. The SWF proper is a rule for ranking these vectors. The utilitarian SWF adds up well-being numbers. A prioritarian SWF adds up well-being numbers plugged into a strictly increasing and strictly concave transformation function. Governmental policies are conceptualized as probability distributions over well-being vectors. A recent literature applies the SWF framework to health policy. This article first provides a brief overview of the SWF framework and …

A 3-Step, Open-Data, Ride-Hailing Ridership Model With Pricing Applications, Richard A. Mucci

Theses and Dissertations--Civil Engineering

Researchers and practitioners studied the effects ride-hailing had in cities before the covid-19 pandemic. Previous research found ride-hailing to produce negative externalities, such as reducing transit ridership and increasing congestion in various cities. Since the pandemic, ride-hailing ridership has nearly recovered to pre-pandemic levels in Chicago. Ride-hailing ridership has grown steadily since the pandemic while a rider’s willingness to share their trip stagnated. Ride-hailing ridership nearly recovering to pre-covid levels in Chicago suggests that transportation planners, and policy makers, will need to continue assessing the impacts ride-hailing trips have in their cities.

Pickup and drop off locations in the Chicago …

Between The Entrepreneurial Impetus For Higher Profits And Consumer Rights Or Types Of Unfair And Misleading Commercial Practices: Insights From Bulgaria, Silviya Atanasova Topleva

International Journal on Consumer Law and Practice

The application of unfair misleading commercial practices affects the economic interests of consumers, threatening legal security and the achievement of market equilibrium. In response to these imbalances, the law builds a solid regulatory network for consumer protection. In the codification of the protection of consumer interests from unfair commercial practices, an important place is occupied by secondary legislation of the EU, and in particular Directive 2005/29/EC concerning unfair business-to-consumer commercial practices in the internal market. The article presents a classification of the types of unfair misleading commercial practices based on the regulatory framework at the European and national level. The …

Do The Securities Laws Actually Protect Investors (And How)? Lessons From Spacs, Patrick M. Corrigan

Journal Articles

From the Article

This Article identifies transactional innovation in public offering markets as a case study of how going-public transactions would work if issuers could choose to relax some of the investor protections provided under the securities laws. In recent years, private companies that wanted to go public had a meaningful choice between a traditional initial public offering and a merger with a special purpose acquisition corporation (SPAC). Most of the direct and indirect investor protections that ordinarily apply in the initial public offering context are relaxed in the SPAC context.

The Article argues that outcomes in SPAC markets, where …

Book Review: Kings, Conquerors, Psychopaths: From Alexander To Hitler To The Corporation, Tim Bakken

Genocide Studies and Prevention: An International Journal

The book Kings, Conquerors, Psychopaths is a survey of a vast amount of human wrongdoing. It lays bare the motivations of aggressors who wish to subjugate nations or groups of people and corporate executives and government bureaucrats who make discretionary decisions that harm people. Along with cataloging mass killings by despots and soldiers, the book includes stories about Ponzi-schemers and the deaths of automobile drivers and passengers who were killed by vehicle defects known to the manufacturer. The book posits that “[p]owerful, elite forces are trying to force us backward toward a non-democratic state, one where power, wealth, and prerogative …

Commercialization Of Separated Human Body Parts - Unpacking Instrumentalization Approach, Arseny Shevelev, Georgy Shevelev

Pace International Law Review

The principle of non-commercialization, which prohibits trade in separated human body parts, has long been firmly embedded in many European legal orders and has become an integral part of them. However, many new uses for human biomaterials have now been discovered, and the need for them has reached a historical climax. This paper aims to explain the main tenets of non-commercialization theory, including such principles as human dignity and need to protect human’s health, and to show that these categories have so far been understood in a very one-sided and visceral way, and largely in contradiction to their true spirit. …

If You Can't Beat Them, Join Them: Richard Posner And Behavioral Law And Economics, Avishalom Tor, Doran Teichman, Eyal Zamir

Journal Articles

Since its publication in 1973, Economic Analysis of Law (the Treatise) by Richard Posner has been recognized as the canonical treatise in the field. Given this status, observing changes over time in the different editions of the book can highlight substantial and methodological shifts in the area. On this backdrop, this brief essay will highlight Posner's change of attitude towards behavioral analysis of law over the years, culminating with the incorporation of behavioral insights into the las edition of this book, published in 2024.

The Price Of Fairness, Christopher Buccafusco, Daniel Hemel, Eric Talley

Faculty Scholarship

The COVID-19 pandemic led to acute supply shortages across the country as well as concerns over price increases amid surging demand. In the process, it reawakened a debate about whether and how to regulate “price gouging”—a controversy that continues as inflation has accelerated even as the pandemic abates. Animating this debate is a longstanding conflict between laissez-faire economics, which champions price fluctuations as a means to allocate scarce goods, and perceived norms of consumer fairness, which are thought to cut strongly against sharp price hikes amid shortages.

This Article provides a new, empirically grounded perspective on the price gouging debate …

Price Gouging In A Pandemic, Christopher Buccafusco, Daniel Hemel, Eric L. Talley

Faculty Scholarship

The COVID-19 pandemic led to acute supply shortages across the country as well as concerns over price increases amid surging demand. In the process, it reawakened a debate about whether and how to regulate “price gouging” — a controversy that continues as inflation has accelerated even as the pandemic abates. Animating this debate is a longstanding conflict between laissez-faire economics, which champions price fluctuations as a means to allocate scarce goods, and perceived norms of consumer fairness, which are thought to cut strongly against sharp price hikes amid shortages.

This Article provides a new, empirically grounded perspective on the price …

Digital Nudging: Potentional And Pitfalls, Avishalom Tor

Journal Articles

From the Article

Digital nudges — that is, significantly behavioral interventions that use software and its user-interface design elements — are an increasingly pervasive feature of online environments that can shape people’s behavior both online (e.g. changing website cookie settings) and offline (e.g. taking a flu vaccine due to a text message reminder). While sharing many characteristics of offline behavioral interventions, digital nudges merit specific attention and analysis due to their growing ubiquity and potential potency, the opacity of their technological and behavioral mechanisms, and the central role of private actors in their implementation.

Can Micropolitan Areas Bridge The Urban/Rural Divide?, Sheila Foster, Clayton P. Gillette

Georgetown Law Faculty Publications and Other Works

There exists a well-known and significant divide between urban and rural areas in the United States. The divide has been documented along multiple dimensions – social, economic, and political – and is seen as a detrimental characteristic of our national identity and capacity for both economic development and civil political discourse. In this Article, we explore a subset of the urban/rural divide and propose a mechanism for reducing its economic and political effects within that limited realm. Specifically, we focus on the subset of rural areas that lie within what the Office of Management and Budget defines as micropolitan areas. …

Municipal Optimization Of Short-Term Rental Regulations: The Reality Of Airbnb In South Texas Communities, Kenneth M. Culbreth Iii

St. Mary's Law Journal

Abstract forthcoming.

How The Level Of Job Complexity Impacts The Gender Wage Gap Across Occupations, Zytlaly Magaña Corona

Electronic Theses, Projects, and Dissertations

The present study focused on unpacking the social and structural aspects of job complexity to better understand its effects on the gender wage gap. Previous research on the job complexity-compensation dynamic has primarily focused on cognitive complexity. Job complexity across occupations were examined using work activity data from O*NET and merging it with the Current Population Survey data sponsored by the U.S. Bureau of Labor Statistics (N=67,003). Results revealed that higher complexity jobs in this study yielded greater wage disparities across different occupations as predicted. Furthermore, physical activities and gaining knowledge from the Generalized Work Activities were the two most …

Commodity Futures Returns And Policy Uncertainty, Deepa Bannigidadmath, Paresh Kumar Narayan

Research outputs 2014 to 2021

© 2020 Elsevier Inc. This paper investigates whether economic policy uncertainty is predictable using three sets of commodity futures market variables, namely the equal-weighted average of futures excess returns, the excess returns on a portfolio of going long in backwardated commodities, and the excess returns on a portfolio of going short in contango commodities as predictors. We find significant evidence of both in-sample and out-of-sample predictability. Combination forecasts also reveal strong evidence of predictability. Our findings remain unchanged following several robustness tests.