Business Commons^™

The Intersection Of Sport Betting And Consumer Behavior: A Systematic Review, Jackson Sears, Beth Cianfrone

UNLV Gaming Research & Review Journal

Sport betting is a popular and lucrative entertainment segment of the sport industry. As such, understanding consumer behavior across the betting experiences is critical for the many stakeholders involved. The current study is a systematic quantitative literature review which assesses the current state of literature that intersects sport betting and consumer behavior literature, specifically cognitive, affective, conative, and consumption behavior of the sport bettors. The purpose of the systematic review is to (1) identify the most recent sport betting consumer behavior research, (2) compile and examine theoretical frameworks guiding sport gambling consumer research, (3) provide a descriptive summary of findings …

Most Affordable And Fastest-Growing Cities In The Mountain West, 2026, Cason Noll, Caitlin J. Saladino, William E. Brown Jr.

Cities & Metros

This fact sheet presents data on the most affordable and fastest-growing cities among the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The data are sourced from MoneyLion’s “50 Most Affordable, Fastest-Growing Cities” report, which analyzed and ranked U.S. cities by the most affordable places with large population growth. This fact sheet focuses on the 10 Mountain West cities that ranked within the top 50 and their corresponding 5-year population growth rate, median household income, annual cost of living for both homeowners and renters, and the leftover savings available at the end of the year for …

Manufactured Homes In The Mountain West, 2025, Yiselle Olivas Ruiz, Dre Boyd-Weatherly, Taylor Volk, Caitlin J. Saladino, William E. Brown Jr.

Housing & Real Estate

This fact sheet presents 2025 data on manufactured homes in the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah. The Construction Coverage report, “U.S. States Investing Most in Manufactured Homes,” based on analysis from the U.S Census Bureau and Zillow’s Home Value Index, includes data on all fifty states. This fact sheet focuses on the number of manufactured homes, site-built home permits, and the average price of manufactured homes in the Mountain West.

Innovation Hubs In Mountain West Cities, 2025, Cason Noll, Sean Curry, Olivia K. Cheche, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet presents data on 20 innovation-dense Mountain West cities across Arizona, Colorado, Nevada, New Mexico, and Utah. The CommercialCafe report, “Santa Clara, Berkeley & Tempe Lead Among Western Innovation Hubs,”  uses 15 indicators to rank 63 western cities for innovation hub activity across three categories: employment and talent, education, and business activity.

Hedonics Of Used Car Attributes On Market Price, Alexander Bent, Jason Gutierrez

Undergraduate Economics Working Paper Series

This paper uses Rosen's paper on hedonic pricing as a framework to analyze the determinants of used car prices found in Craigslist. Using cleaned data, we observe over 43,000 listings from 2005 to 2020 and investigate factors that affect used car prices and how they interact in this market. Results show that odometer readings and condition are the strongest factors that determine price, while manufacturers, paint color, drive type, fuel type, size, and year have more ambiguous effects that depend on certain perceived attributes or conditions.

Key Determinants Of Diamond Value, Tobey Brill, Alexander Dobrovolskyi, Rayland Labayog

Undergraduate Economics Working Paper Series

This paper intends to examine the determinants of diamond pricing using a hedonic regression framework. Using the diamonds dataset from Wickham (2016), we analyze the four C’s, also known as carat weight, cut, color, and clarity. We also wanted to go deeper into this topic and look into the depth and table to see how it impacts diamond pricing. Results have displayed that carat weight greatly influences a diamond’s price, while characteristics such as clarity, color, and cut exert positive effects. Estimates were found to be statistically significant. Our findings confirm and reassure the idea that hedonic pricing accurately captures …

Social Determinants Of Low Educational Attainment, Isabelle Graham, Kevin Lieng, Aubriana Weisbach

Undergraduate Economics Working Paper Series

This paper examines how socioeconomic and demographic factors influence low educational attainment across U.S. cities. The analysis estimates both a linear regression model and a semi-log model to evaluate how poverty, unemployment, family structure, age composition, overcrowding, racial and ethnic minority share, broadband access, and housing cost burden affect the percentage of adults without a high school diploma. The results show that poverty, overcrowding, and minority share are the strongest predictors of low educational attainment, each exhibiting positive and highly significant effects. Overall, the findings highlight the role of social factors in shaping educational outcomes in high school.

The Effects Of Neighborhood And Interior Characteristics On Residential Sale Prices, Ella Sophie Hagman

Undergraduate Economics Working Paper Series

This study analyses to what extent certain neighborhood and interior characteristics affect residential sale prices, after accounting for standard property variables. This is important to examine in order to understand the function of the housing market, the sources of price differences, and whether residential values can be controlled by prioritizing specific desirable property features. The study is based on a dataset of approximately 330,000 observations from the Multiple Listing Service (MLS), as well as walkability data obtained from Walk Score. The data is analyzed in Stata, using three regression models with different combinations of explanatory variables. The results show that …

Mlb Speed Premium, Jacob A. Keithley, Chris Hampton

Undergraduate Economics Working Paper Series

This study analyzes if the 2023 rule changes affected the valuation for speed in the MLB labor market. By using a log-linear wage model and including an interaction term for stolen bases and the post-2023 indicator, we test to see if there is a speed premium in salaries. After accounting for yearly effects, the results present a statistically significant increase in the marginal value of stolen bases after the rule change shock. A placebo test was used with home runs to confirm the effects were specific to speed related metrics. The results suggest that the MLB market has and is …

Do Rural Areas Gender-Discriminate Wages More Than Metropolitan Areas?, Ali Gonzalez, Michael Montano, Brandon Sacks, Joseph Williams

Undergraduate Economics Working Paper Series

This study analyzes the gender wage gap in metropolitan versus rural areas using U.S. hourly wage data from the Bureau of Labor Statistics (BLS), for the period 2010-2025. The analysis uses regressions on a semi-log wage model and Blinder-Oaxaca decompositions to compare the gaps and separate the effects attributable to explained (endowment) differences from those attributable to unexplained (coefficient) differences. The semi-log wage model reveals a percentage wage decrease for females of approximately 17.4% in rural areas and 9.9% in metropolitan areas. The Blinder-Oaxaca decompositions further indicate that the unexplained (coefficient) component of the gap is substantially larger in rural …

Labor Market Responses To Ai: Measuring Wage Effects Across U.S. Occupations, Kaitlin Pham, Karla Rodriguez

Undergraduate Economics Working Paper Series

Artificial intelligence (AI) is rapidly changing economies around the world, with some experts predicting an impact greater than the Industrial Revolution. As AI becomes more common in daily life and business, questions have grown about how it might affect jobs, wages, and inequality. The rise of automation and highly capable AI models has made people wonder which occupations will benefit and which might be at risk. This study looks at how exposure to AI technologies affects wage trajectories in the United States. Using occupational-level data from O*NET and the U.S. Bureau of Labor Statistics, we build an AI exposure index …

Simple Determinants Of Commercial Bank Failures, Matthrew Qi

Undergraduate Economics Working Paper Series

This study investigates the internal and macroeconomic determinants of commercial banking failures in the United States spanning 1959 to 2025. Using a logit model and a four-quarter lag, two models are estimated: a comprehensive model (1985–2025) and an extended panel model (1960–2025). Empirical results reveal internal CAMELS metrics are primary determinants of survival; profitability and capital adequacy defends against failures, while asset quality deterioration and management inefficiencies accelerates failure. The “too big to fail” paradigm is empirically validated. Contractionary monetary policy and labor market stress increase failure probabilities. Real GDP growth exhibits a role shift predicting commercial bank failures.

The Structural Limitations Of Mining Output Growth In Nevada, Mckinley Brown, Emma Kitchen

Undergraduate Economics Working Paper Series

This study compares short and long trends in Nevada to the production output within the mining industry. Nevada produces around 70% of the United States gold and about 15% of the world's critical minerals. From its position as one of the most resource rich mining regions globally to its emergence as a growing economic hub, mining played a central role in Nevada's economy. However, despite the industry’s importance, Nevada still faces inefficiencies in production output due to insufficient attention to key inputs such as labor, infrastructure, technology, and energy resources.

Las Vegas Casino Revenue In An Expanding Gambling Market, Kaden A. Villa-Real

Undergraduate Economics Working Paper Series

This study examines whether expanding gambling substitutes disrupt the Las Vegas gambling industry using quarterly data from 2014 through 2025. Las Vegas casino revenue is used as the benchmark to gauge the health of Las Vegas, adjusted to Quarter 1 2014 dollars and using an OLS regression model. The results imply that online sports betting is a poor substitute for Las Vegas revenue, while online gambling shows a positive and statistically significant relationship with revenue. The findings indicate that Las Vegas is resilient despite the introduction of more competition and gambling alternatives within an industry it has traditionally known to …

Gambling Behaviors: How Do Gambling Losses Affect Future Wagers?, Ashley Talavera, Hannah Lopez Ibarra, Roman Rozbitskyy

Undergraduate Economics Working Paper Series

This study looks at how previous gambling losses affect future betting behavior in online cryptocurrency gambling markets. Using roughly 50,000 real betting observations from Bustabit, the paper tests whether gamblers become more aggressive after losses or instead pull back and bet more cautiously. Using both OLS and Fixed Effects regression models, the results show that players generally reduce their wager sizes following losses rather than engage in strong loss-chasing behavior. After controlling for individual player tendencies, the Fixed Effects models show statistically significant decreases in future bet sizes after losses, suggesting that caution and loss aversion may play a larger …

Determinants Of March Madness Tournament Advancement, Jace Waldahl

Undergraduate Economics Working Paper Series

This paper examines whether tournament seed and team efficiency ratings help explain how far teams advance in the NCAA men's basketball tournament. Using Bart Torvik NCAA basketball ratings data from 2008 to 2025, I construct a team-year dataset with tournament advancement measured from 1 to 7, where higher values represent deeper runs. The main independent variables are seed, net efficiency, offensive efficiency, and defensive efficiency. Descriptive statistics, correlations, scatterplots, and OLS regressions are used to test whether better-seeded and more efficient teams advance further. The results show that seed is the strongest and most consistent predictor of advancement, but efficiency …

Student-Athlete Flourishing In Intercollegiate Athletics: A Mixed Methods Study, James Hines

UNLV Theses, Dissertations, Professional Papers, and Capstones

Comprehending the complexities associated with student-athlete well-being while competing on campus is important for both institutions of higher education and the National Collegiate Athletic Association (NCAA). Studies relating to student-athlete well-being have researched many different areas such as suicide prevention (Gross et al., 2020), mental health treatments (Ryan et al.,2018), and injury recovery (Martin et al., 2021). Few studies have examined student-athlete flourishing which focuses on helping individuals thrive and reach their greatest potential. This study employs an explanatory sequential mixed method design to examine student-athlete flourishing along with factors associated with student-athlete flourishing. Survey data (N=89) provided insight on …

The Dehumanization Of Nfl Players In The Media, Destiny D. Farley

UNLV Theses, Dissertations, Professional Papers, and Capstones

This creative thesis aims to bridge the gap in sports journalism by humanizing National Football League (NFL) players, showcasing their lives outside of sports, and exploring their nuanced relationships with the media. NFL players are objectified in the press in a variety of ways, with some common themes including coverage of drafting/trading, performance statistics, salary/contracts, and their overall celebrification. Through an episodic visual narrative podcast, the project grants autonomy back to the players by providing them with a platform to showcase their personalities, discuss media experiences, and share untold stories. This podcast series—featuring a blend of A-roll and B-roll—immerses audiences …

Exploring Non-Native English Learners’ Attitudes Towards Ai And Online Multimedia Persuasive Opinions And The Role Of Sentiment, Zvetomira N. Svetleff

UNLV Theses, Dissertations, Professional Papers, and Capstones

This study and various other studies use quantitative models to identify which persuasive features predict persuasiveness. Most studies in the field do not explain why participants responded as they did nor do they focus on studying adult non-native English learners also referred to as second language (L2) English learners. Despite seemingly remarkable progress on research related to how to convey persuasive messages, there has been little work related to persuasive messaging targeted at second language learners or non-native speakers. In addition, despite the increasing reliance on AI technologies and tools in language learning within educational and work settings, there has …

The Benefits Of Micro Mentorship In Supporting Student Learning And Growth, Laura A. Book

UNLV Best Teaching Practices Expo

An overview of how pairing students with industry mentors can benefit their growth post graduation.

Getting Students To Stop Having Ai Do Their Homeworkfor Them, Todd Jones

UNLV Best Teaching Practices Expo

There are three simple rules, that, if followed, should cut down on the amount that students use AI to do their homework for them.

Bridging The Divide Between Theory & Practice: A Framework For Fostering Relevant Learning Environments, Elsa Lopez-Martinez

UNLV Best Teaching Practices Expo

This poster presents a framework for bridging the gap between theory and practice in teacher education by designing relevant learning experiences that better prepare preservice teachers. Grounded in seminal teacher education literature, the approach explicitly connects coursework to professional applications while preserving the integrity of theoretical foundations. The framework emphasizes ongoing communication of purpose and alignment across courses. Additional strategies include integrating career-focused activities, facilitating reflective exercises, inviting practitioner perspectives, and providing applied assignments. Evidence from student feedback highlights increased engagement, confidence, and perceived relevance.

Transparency And Personalized Feedback Curb Ai Misuse In Asynchronous Online Biology, Elana A. Paladino

UNLV Best Teaching Practices Expo

The rapid expansion of generative AI (Gen-AI) has reshaped teaching and assessment in online, asynchronous introductory biology courses, creating new challenges for academic integrity and meaningful learning. This poster examines practical strategies to promote ethical AI use while maintaining student engagement. Transparency of instructions and timely, personalized feedback were found to curb AI misuse in online discussion posts. Structured use of AI tutors encouraged responsible engagement with Gen-AI, and surveillance methods for summative exams had mixed effects.

Evaluating The Benefits Of “Science Of Learning To Learn” In Foundational Undergraduate Biology Courses, Kathryn M. Rafferty, Jenifer Utz, Christy Strong, Matthew Bernacki

UNLV Best Teaching Practices Expo

Our objective was to foster increased retention of freshman student and subsequent progression into upper division coursework by incorporating learning skill development and motivational activities into the Introductory Biology courses (BIOL190/191). Enhancement of the introductory biology courses at UNLV has the potential to improve the educational experiences of thousands of students, since about 600 to 800 students enroll in the introductory biology courses each semester. We have previously developed a multimedia learning skill intervention called "The Science of Learning to Learn" which covers the importance of self-testing, spacing out and scheduling study sessions, and managing one's goals, habits, and learning …

Can A Slot Machine’S Allocation Of Pay Table Variance Affect A Gambler’S Time On Device?, Anthony F. Lucas, A.K. Singh

UNLV Gaming Research & Review Journal

Modified pay tables from a licensed reel slot machine were altered to examine whether two games with equal variance and par could produce meaningful differences in the duration of play, at the level of the individual gambler. To the best of our knowledge, this was the first study to examine this possibility. Industry executives consider time on device (TOD) to be a critical measure of gaming value, especially for losing players. Additionally, TOD experiences are theorized to produce knock-on effects related to loyalty behaviors. The results of 18 simulations featuring six different player engagement protocols supported the ability of differences …

The Price Of Democracy: The Revolutionary Power Of Taxation In American History, Vanessa Williamson

Brookings Scholar Lecture Series

As part of the Brookings Scholar Lecture Series, Brookings Mountain West presented a lecture titled, "The Price of Democracy: The Revolutionary Power of Taxation in American History" by Brookings senior fellow in governance studies, Vanessa Williamson.

From tariffs to “no tax on tips”, taxation has often been a hot topic in American elections. What is not commonly recognized, however, is that—from the framing of the Constitution to the decades-long backlash to the civil rights movement—taxes have been at the heart of battles over the breadth of our democracy. Brookings senior fellow Vanessa Williamson discusses her new book, The Price of …

A Mechanistic Model Of The Wash Shuffle And Monte Carlo Exploration Of Its Impact On Card Shuffling In Texas Hold’Em, Michael A. Alexeev, Peter B. Chi

UNLV Gaming Research & Review Journal

In casino games using a standard deck of cards, a wash shuffle is sometimes performed prior to the rest of the card shuffling procedure. Unlike other methods of shuffling, the wash shuffle has not yet been well studied. To this end, we first develop a mechanistic model of the wash shuffle based on our observation of how cards tend to move when a wash shuffle is being performed. Then, we use this model to simulate the card shuffling procedure used in casino poker rooms, and explore the resulting impact on where the cards are dealt in the context of Texas …

Cultivating The Creative Ecosystem Amid The Disruption Of Ai, Sarah Oconnell

Tradition Innovations in Arts, Design, and Media Higher Education

Can humanity’s creativity, our artistic intelligence, thrive in symbiosis with the disruptive forces of technology’s Artificial Intelligence in work, media and education? “Who is responsible?” may be the more important question as we face a future infused with AI. Impacted individuals and industries cannot wait for ambiguous political powers to determine AI regulatory policy. They must develop strategies for critique and discernment in real time to prevent the technology’s disruption in society from devolving into oppressive dysfunction.

Who is responsible for cultivating the balance that sustains humanity? Scholars and practitioners with artistic intelligence are adaptive catalysts for collaborative problem solving …

How Casino Match Play Promotions Can Hook Gamblers (And Non-Gamblers), Brent Evans, Douglas Walker

UNLV Gaming Research & Review Journal

Casino operators frequently use promotional gambling vouchers, free play and match play. In the case of free play, customers are offered gambling credits that function much like real money and patrons are able to quickly turn their promotional play into cash without risking their own money. Match play, however, can only be employed at table games and their use necessitates gamblers to wager their own funds. We conduct a thorough analysis of how match play can affect gamblers’ individual behavior. First, we assess the value of match play promotions, which we argue is ambiguous. Then, using behavioral economics concepts, we …

Effects Of Fit Between Promotional Message And Regulatory Focus On Consumers’ Sports Betting Behavior: The Moderating Role Of Consumers’ Familiarity, Koo Yul Kim, Thilo Kunkel

UNLV Gaming Research & Review Journal

The sports gambling industry is an extremely competitive market. To attract more consumers, sports gambling platforms are primarily employing one of two customer acquisition strategies, namely ‘risk-free bet’ or ‘bonus money’ welcome offers. This research is built on regulatory fit theory to investigate the effectiveness of these two welcome offer strategies on consumers’ intentions to act on the offer. We further test the moderating effect of customers’ familiarity with online sports betting on their decision making. Findings of two experimental design studies demonstrate that the presence of regulatory fit between regulatory focus and promotional offers (i.e., message framing) positively affected …