Business Analytics Commons^™

The Coming Transformative Impact Of Large Language Models And Artificial Intelligence On Global Business And Education, Eva K. Jermakowicz

Journal of Global Awareness

Rapid advances in the capabilities of Large Language Models (LLM) as a basis for Artificial Intelligence (AI) applications, and their sudden wide accessibility, have garnered significant attention recently. These technologies (e.g., ChatGPT, BARD), which have the ability to predict and generate human language, have led to excitement and concerns regarding their use in various industries. This paper explores the history of LLM, examines their applications in business and education, and delves into the critical ethical concerns and challenges of these emerging technologies to ensure that their uses are not only effective, but also responsible and equitable.

Is The Declining Birthrate Really An Issue For The Economy?, Harsh Ramesh Pednekar, Theodore Lee, Darrion Chin

Introduction to Research Methods RSCH 202

This study aims to explore the complex implications of declining birth rates on the economy, focusing on GDP per capita as a crucial metric, and aims to uncover both potential opportunities and challenges stemming from this demographic transformation using regression analysis. Using a quantitative methodology and secondary data from OECD.stat, World Population Review, and World Bank, the study explores the relationship between declining birth rates and economic impacts. GDP per capita serves as an essential dependent variable, and it accounts for control variables such as labour force participation, literacy, and education levels, child dependence ratio, and physical capital. Past studies …

Experience Levels Forcing A Change In Aviation Planning, Jason A. Powell, Elizabeth Crockett

Journal of Aviation/Aerospace Education & Research

This theoretical article evaluates the changing dynamics caused by high turnover in aviation and how the lower level of experience impacts aeronautical companies' organizational planning and partnerships. The aviation organization must adapt managerial practices and alter training capability and procedures to ensure appropriate skill levels. Without proper planning, the company will have an imbalance of skills and accept more risk to operations. The aviation organization may be unable to adapt current scheduling practices to properly prepare the aircrew for challenging situations or sufficiently train maintenance personnel. The result is a need to leverage strategic partnerships, alter management practices toward personnel …

Analysis Of Us Airline Stocks Performance Using Latent Dirichlet Allocation (Lda), Amina Issoufou Anaroua

Beyond: Undergraduate Research Journal

Various events, such as changes in the interest rate or the hijacking of a commercial aircraft, can lead to significant shifts in airline stock performance. This study aimed to measure the impact of aviation-related news announcements on the stock performance of US airlines, focusing on different topics. The dataset included aviation news covering airlines, airports, regulations, safety, accidents, manufacturers, MRO, incidents, aviation training, general aviation, and others obtained from Aviation Voice. To uncover patterns that could explain the movements of US airline stocks, a natural language processing technique called Latent Dirichlet Allocation (LDA) was employed. The process involved text mining …

Depaul Digest

DePaul Magazine

College of Education Professor Jason Goulah fosters hope, happiness and global citizenship through DePaul’s Institute for Daisaku Ikeda Studies in Education. Associate Journalism Professor Jill Hopke shares how to talk about climate change. News briefs from DePaul’s 10 colleges and schools: Occupational Therapy Standardized Patient Program, Financial Planning Certificate program, Business Education in Technology and Analytics Hub, Racial Justice Initiative, Teacher Quality Partnership grant, Intimate Partner Violence and Brain Injury collaboration, School of Music Career Closet, Sports Photojournalism course, DePaul Migration Collaborative’s Solutions Lab, Inclusive Screenwriting courses. New appointments: School of Music Dean John Milbauer, College of Education Dean Jennifer …

Smart Growth Strategies: Mountain West Metros, Issac Hernandez-Alcaraz, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on smart growth strategies provided by the Brookings Institution’s Smart Growth Tool and includes data on the economic and industry overview of Metropolitan Statistical Areas (MSAs) in five Mountain West states (Arizona, Colorado, Nevada, New Mexico, and Utah). The Smart Growth Tool identifies high-impact economic and workforce development strategies that may help states and MSAs achieve inclusive and sustainable growth.

Study On Container Linerroute Optimization Of Southeast Asia Route Of M Shipping Company, Lefan Liu

World Maritime University Dissertations

No abstract provided.

Finchain: Adaptation Of Blockchain Technology In Finance And Business - An Ethical Analysis Of Applications, Challenges, Issues And Solutions, Naresh Kshetri, Keith Miller, Gaurango Banerjee, Bikesh Raj Upreti

International Journal of Emerging and Disruptive Innovation in Education : VISIONARIUM

Blockchain Technology is a distributed database technology that has emerged as a ground-breaking technology with several possible solutions to critical applications, say from supply chain management, agribusiness, marketing to healthcare industry including internet of medical things. Although it started as a digital coin (popularly known as bitcoin), it is slowly influencing business, marketing policy and society. We have presented an in-depth study and ethical analysis of how blockchain is applied over the economic and financial sector including banks, credit unions and other retail giants. During our research, we have also investigated how blockchain technology can affect financial institutions around the …

Understanding Telecommunication Customer Churn: Insights From Lightgbm Predictive Modelling And Shap Feature Interpretation, Ruben Sinaga, Sunu Widianto

ASEAN Marketing Journal

Manuscript Type: Research Article

Research Aims: This research is expected to contribute to scientific insights on machine learning predictions, how to understand the contribution of variables and their interpretation in the overall context of customer churn in telecommunications companies.

Design/Methodology/Approach: Data was collected from one Indonesian telecommunication company within a total of 50,000 sample data points. The data was analyzed using a machine learning algorithm to process, predict, and interpret the result based on the research scenario.

Research Findings: These findings revealed that the SHAP framework significantly impacts the churn problem, allowing the marketing team to implement the right strategy …

The Psychometric Evaluation Of Decent Work In India, Jadvir K. Gill

Industrial-Organizational Psychology Dissertations

Work has a high impact on an individual’s well-being, health, and the lives of their loved ones who depend on them (Ford et al., 2013). The Decent Work Scale, constructed by Duffy et. al. (2017), measures what it means to have access to decent work (safe conditions, time for leisure and rest, support for family and social values, adequate compensation, and access to adequate health care) in the United States. However, a gap in the social sciences is the lack of external validity. Psychological research has mainly focused its attention on western, educated, industrialized, rich, and democratic nations and then …

The Effect Of Risk Profile In Pandemi Outbreak To Banking Financial Performance Case Study In Indonesia, Fajar Abdullah

Journal of Middle East and Islamic Studies

The risk profile that occurred within the scope of banking during the Covid 19 pandemic which was quantitatively reflected in the microeconomic ratios of the BOPO, NPF/NPL, FDR/LDR ratios, and macroeconomics in this case, inflation and the USD exchange rate, were the main factors in the decline in the soundness level bank which is reflected in the value of the bank's financial performance ratio, namely Return on Assets due to. The objects in this study are the general Islamic and conventional banking industry, with data observations including BOPO, NPF/NPL, FDR/LDR, inflation, and the USD exchange rate. By comparing the effect …

Essays On Tax Impacts On Corporate Finance, Corporate Governance And Regional Disparity, Mei Li

Dissertations, Theses, and Capstone Projects

This dissertation consists of three chapters that cover topics on tax impacts on corporate finance, regional disparity and corporate governance.

Chapter 1 - How Do Net Operating Loss Carryforwards Affect Tax Impact on Corporate Capital Structure? This paper examines the impact of net operating loss (NOL) carryforwards on the tax implications of corporate capital structure. Leveraging the Tax Cuts and Jobs Act of 2017 (TCJA), the largest tax reform in four decades, this paper investigates the effect of NOL carryforwards on firms' sensitivity to tax reforms. As NOL carryforwards have become increasingly significant since 2000, but not widely researched due …

Payments Data In Gambling Research, Kasra Ghaharian, Mana Azizsoltani

International Conference on Gambling & Risk Taking

A considerable body of gambling-related research has leveraged gamblers' behavioral tracking data to address a broad set of research questions. These data have typically comprised of gamblers' betting-related behaviors including, for example, the frequency and volume of betting. The analysis of gamblers' payment-related behavioral data is far less common, but provides a fruitful avenue gambling-related research.

In this presentation we discuss a selection of potential research opportunities that payments transaction data presents. We supplement this discussion with specific analyses that have been performed by our research group. We also discuss knowledge gaps and areas for future research.

Multivariate Econometric Regression Of Factors That Determine Form Of Disposition Of Human Remains Using Archival Death Certificates, Salt Lake County, Utah, Delphine T. Feigenbaum

All Graduate Plan B and other Reports, Spring 1920 to Spring 2023

This project considers the inescapable and burgeoning issues concerning the long-term allocation of scarce natural resources between the living and the deceased. America’s population growth will demand more space and maintenance resources used for disposition. To meet the forthcoming exigencies, economic planners need to address natural resource availability for future generations while incorporating sustainable and innovative technologies to prohibit environmental injustice.

The goals are to answer the following questions: How do demographical variables, age and sex influence the choice of disposition? How do cause of death variables influence the choice of disposition? I also evaluate the hypothesis that the average …

Times Are Changing: The Case Of Movado Group, Phuong Anh Nguyen, Wenting Pan

School of Economics and Business Administration Faculty Works

No abstract provided.

Student Satisfaction With Learning Experience And Its Impact On Likelihood Recommending University: Net Promoter Score Approach, Musa Pinar, Coleen Wilder, Matthew Luth, Tulay Girard

AMTP Proceedings 2023

Universities, just like any business, realized the importance and relevance of student satisfaction as well as getting recommended by their students for their long-term success, survival, and growth. This study intends to examine university students’ satisfaction with various aspects of their college learning experience, recommending a university as measured by Net Promoter Score (NPS), and the influence of factors related to student satisfaction on the likelihood of recommending the university. The results of the survey based on 220 responses from current students identify students’ satisfaction with the factors included in the study, where students had the highest satisfaction with feeling …

A Continuation Of The Differentiation Of Transit Agencies And Their Funding In The United States, Hannah Stapp

Undergraduate Honors Thesis Projects

This paper explores the role of efficiency, and effectiveness, measured in relation to the differentiation of public transportation agencies operating in the United States with a bus mode. Data is gathered from the National Transit Database (NTD) from 2015-2019, at the agency level. A k-means clustering approach is used to determine how these ratios segment agencies in the market. After agencies are classified into three groups, a discriminant analysis is done to affirm the distinctiveness of the solution. Next, an Ordinary Least Squares (OLS) regression model is run each year to investigate whether or not the ratios used to form …

Rethinking The "Phillips Curve" In Nigeria: Assessing The Unemployment-Inflation Nexus In A Non-Linear Framework, Oba Efayema Obukohwo, Hilda Enoh Olele

Bullion

The need to boost economic growth through policies that will simultaneously enhance employment and price stability cannot be overemphasized for a developing economy like Nigeria. This study thus seeks to ascertain the nexus between unemployment and inflation in Nigeria utilizing unemployment, and other control variables between 1980 and 2020 within a nonlinear framework, the study invalidated the inverse relationship. The study thus proposed that government should formulate and implement policies that will stimulate growth through an unemployment-inflation decelerating trajectory.

Is It Time To Rip Up Your Contract? Navigating Dental Plan Participation, Stephanie Smith

The Journal of the Michigan Dental Association

This article explores the importance of dental practice management and the potential benefits of breaking away from insurance company participation agreements. The author, a practice management coach, emphasizes the role of data analysis, effective communication, and patient-centered strategies in achieving practice independence. Key areas of focus include assessing practice performance, understanding insurance reimbursement rates, and enhancing accounts receivable processes. The article provides insights into strategically transitioning to non-participation with insurance plans while preserving patient relationships. It highlights the significance of transparent communication, staff training, and timing when considering such a transition.

The Effects Of International Defense Sales On Aerospace Prime Contractor Profitability, Gregory T. Sanders

Theses and Dissertations

Faced with declining defense budgets following the end of the Cold War in the early 1990s, US defense contractors needed to explore other sources of revenue outside of typical domestic defense sales to survive. Expansion into the international defense sales market was one of the avenues pursued by defense contractors attempting to capture profits (Deutch, 2001). However, not many studies have been found assessing the relationship between international defense sales and profitability since then. This research examines the relationship between international defense sales and profitability using data collected on the top five US defense contractors from 1994-2021. Time-series analysis is …

Revisiting Cybersecurity Awareness In The Midst Of Disruptions, Avideh Sadaghiani-Tabrizi

International Journal for Business Education

The awareness of cybersecurity and knowledge about risks from a variety of threats, which present harm or steal private information in internetworking could help in mitigation of vulnerabilities to risks of threats in safeguarding information from malware and bots. Revisiting cybersecurity awareness of every member and evaluation of organization’s posture might help to protect sensitive or private information from a network of computers, working together and forming into botnets. The purpose of the qualitative case study narrative was to explore prospects for integrating cybersecurity education into elementary school children’s curriculum through interviews of elementary schoolteachers, IT experts, and parents to …

Determinants Of Continuance Intention To Use Mobile Wallets Technology In The Post Pandemic Era: Moderating Role Of Perceived Trust, Shailja Tripathi

Journal of International Technology and Information Management

The Covid-19 pandemic amplified the volume and importance of mobile payments using digital wallets and placed a basis for their continued adoption. The objective of the study is to formulate and test a comprehensive model by integration of the technology acceptance model (TAM) and expectation confirmation model (ECM) with the addition of three constructs, namely perceived trust, perceived risk, and subjective norm, to identify the determinants of continuance intention to use mobile wallets. Questionnaire-based survey method was used to gather the data from 550 users having experience using mobile wallets for more than six months. The data were analyzed using …

Playing To Win: The Effects Of Implementing Gamification Strategies In Product Marketing, Sabrina Stone

CMC Senior Theses

Let’s play a game. What effect do you think video games have on twenty-first-century marketing? In this age defined by its nature of digitality, capturing the attention of consumers is an arduous competition. Through market segmentation, research, and the observable variables of consumer behavior, product marketing has turned to video games as a solution to appeal to younger demographics. Gamification is an increasingly applied product marketing strategy employed to increase favorable metrics. Of those key performance indicators (KPIs), boosted measures such as click-through rates, impressions, and engagement rates suggest that gamification is a strategic opportunity to persuade consumers to take …

Modeling The Performance-Based Compensation Of Mlb Catchers, William Deforest

CMC Senior Theses

How professional baseball players are compensated for their on-field performance and contribution to winning baseball games has been studied many times by baseball analysts, yet no real attempt has been made to focus solely on the catcher position. As one of the most demanding and specialized positions in the game, a talented catcher is vital to a team’s success. This paper attempts to utilize Defensive Runs Saved (DRS) and Offensive Runs Above Average (OFF), leading statistics that use Statcast data to measure defensive and offensive productivity, to determine which area of catcher defense is the greatest differentiator between elite defensive …

Evaluating The Effect Of Nil Laws On College Athletic Department Revenue, Dylan C. Cherullo

Undergraduate Theses, Professional Papers, and Capstone Artifacts

This paper examines the impact of Name, Image, and Likeness (NIL) laws on revenue for public Division I universities' athletic departments, challenging the long-standing debate within the National Collegiate Athletics Association (NCAA). Utilizing panel data from the Knight Commission on College Athletics, which encompasses over 350 public Division I universities from 2002 to 2021, this study employs a difference-in-differences model. The model investigates state-level changes in university athletic department revenue from sponsorships (sponsrev), with special focus on the post-NIL law era. The analysis is bolstered by controls for various factors including ESPN’s FPI data, coach and equipment expenditures, and COVID-19 …

Payday Loans In The Mountain West, 2022, Issac Hernandez-Alcaraz, Vanessa M. Booth, Katie M. Gilbertson, Caitlin J. Saladino, William E. Brown Jr.

Economic Development & Workforce

This fact sheet examines data on payday loans, produced by the Pew Charitable Trusts. We examine payday lending costs, most common loan type, and the average annual percentage rate in the Mountain West (Arizona, Colorado, Nevada, New Mexico, and Utah), and include specific analysis on differences between the states by regulatory category.

The Economics Of Altruism: An Exploration Of Self And Collective Identity, Catherine Krempasky

Honors Projects

There is a belief that students in college often pursue an undergraduate business degree due to the money that comes with the industry. Whereas students pursuing an undergraduate degree in health and human services are believed to be more altruistic, pursuing jobs such as social work, nursing, criminal justice, and other careers that give back to communities despite their often lower-than-average salaries. While this difference in altruism is a common belief, it has rarely been a proven one. Therefore, this study seeks to examine the difference in altruism between students from the Schmidthorst College of Business and the College of …

The Effect Of The Syrian Crisis On The Profitability Of The Country's Private Banking Sector, Osama Alyousef

BAU Journal - Creative Sustainable Development

This research analyses the effect of the Syrian crisis on the profitability of local private banks during the period from 2011 to 2018 using fixed effects estimator on panel data. The research studies all of the 14 Syrian private banks and includes bank-specific variables calculated from the published quarterly and annual reports of all the banks, as well as a variable for the Syrian crisis measured by the following macro-economic factors: the number of crisis-related casualties, the number of Syrians who fled the country as refugees or asylum seekers, and the Syrian Pound exchange rate against U.S. Dollar during the …

Driving The Southern Nevada Health Economy Forward: Benefits Of A Transformational Unlv Academic Health Center, Tripp Umbach

Policy Briefs and Reports

The University of Nevada, Las Vegas (UNLV) plans to develop an integrated academic health center within the Las Vegas Medical District (LVMD). The academic health center includes UNLV’s five health science schools and mental and behavioral health, which is distributed among several colleges (medicine, liberal arts, urban affairs, and education) in the university. University Medical Center (UMC), a major teaching hospital, will also be an important driver of the academic health center. For the purposes of this report, UNLV’s medical and health science entities along with UMC are referred to collectively as the UNLV Academic Health Center. Additional academic health …

Executive Summary: Driving The Southern Nevada Health Economy Forward, Tripp Umbach

Policy Briefs and Reports

The University of Nevada, Las Vegas (UNLV) plans to develop an integrated academic health center within the Las Vegas Medical District (LVMD).1 The academic health center includes UNLV’s five health science schools and mental and behavioral health, which is distributed among several colleges (medicine, liberal arts, urban affairs, and education) in the university. University Medical Center (UMC), a major teaching hospital, will also be an important driver of the academic health center. For the purposes of this report, UNLV’s medical and health science entities along with UMC are referred to collectively as the UNLV Academic Health Center.