Business Analytics Commons^™

Machine Learning Models Predicting The Prices Of Houses In Boston, Sheikh-Sedat Touray

Senior Honors Projects

No abstract provided.

The Oakland Athletics Use Of Sabermetrics And The Rise Of Big Data Analytics In Business, Jacob Moorefield

Honors Theses

The Moneyball phenomenon revealed how Billy Beane, the Oakland Athletics general manager utilized advanced data analytics; Sabermetrics, to statistically analyze the data in baseball which aims to quantify baseball players’ performances based on objective statistical measurements. As technology increases and big data becomes more accessible, sports organizations like the Oakland Athletics are illustrating how businesses, small and large, can use advanced analytics to promote growth. This research paper provides a meta-analysis on the results of large businesses using big data analytic techniques similar to Sabermetrics, to show the improvements in marketing, consumer outreach, revenue, and employee retention while questioning whether …

Human Resource Information Systems: Implementing Data Analytics Techniques In Human Resource Functions, Prachi Tembhekar

Electronic Theses, Projects, and Dissertations

This project investigated analytical techniques used by organizations across many industries for HR functions, and how data analytical techniques can help HR departments work efficiently. The goal was to look into the obstacles and opportunities that companies have when using HR analytics as a tool in their businesses. This project used secondary data acquired from earlier research articles, journals from the years 2016 to 2019, blogs, and websites to investigate theories and applications of HR analytics. It also examined the need of analytics to assist HR leaders in thinking about the implications of these technologies in future work and how …

The Volatility Implications Of The Chinese Cryptocurrency Ban, Keaton Manwaring

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

In this paper, I examine the effect of the May 18^th, 2021 Chinese ban of cryptocurrency transactions on the overall volatility of the cryptocurrency market. To do this, I analyze, in both univariate and multivariate settings, range-based volatility in various event windows surrounding the event. I find clear economic and statistical change in volatility in the five days after the ban. In the ten-day period after the ban, there is a moderate economic change in volatility. In the forty-day period after the ban, there is little economic change in volatility. I conclude that the Chinese ban had a …

Project-Based Pedagogy: The Client's Perspective, Wayne Aho, Wendy Cagle, Jon Marvel, Michael Smith, Edward Wright

International Journal for Business Education

Project-based experiential business education seeks to provide students with lessons that are meaningful, practical, and enduring. While previous research has sought to understand how students and faculty members react to such educational experiences, it is also important to understand the perceptions of the business clients who engage with programs employing project-based education. The aim of this study was to better understand the experiences of business clients with whom students engaged as part of an undergraduate business capstone course. Two hundred fifty-three previous clients were surveyed with a 22.4% response rate. Responses were subjected to content analysis to cluster replies into …

Practice Enterprises In Times Of Distance Learning: The Impact And Consequences Of The Covid-19 Pandemic To The Collaboration Of Practice Enterprises, Theresa Feuchter, Gernot Dreisiebner, Elisabeth Riebenbauer, Ph.D., Michaela Stock

International Journal for Business Education

The aim of this paper is to outline the consequences which arise from the digital transformation of the multidimensional teaching and learning setting of practice enterprises and to discuss how digital collaboration of students can be supported during the COVID-19 pandemic. As an evolutionary moment also in the field of education, one can consider the experiences of COVID-19 as a catalyst for digital transformation and distance learning in education. How digital collaboration can be fostered in times of distance learning is shown by using the example of business simulations such as practice enterprises (PE). While previously this multidimensional teaching and …

Promoting Employer Desired Competencies Through A Multiphased "Workgroup" Project, Ashly Smith

International Journal for Business Education

Employers and business leaders have long been advocating for the importance of career readiness skills like critical thinking/problem solving, information literacy, teamwork/collaboration, professionalism/work ethic, and oral/written communication (NACE, 2019; Partnership, 2008). While faculty and students see value in projects that develop these skills, such projects can be some of the most challenging to incorporate effectively into business courses (Chapman et al., 2010; Detmering & Johnson, 2012; Lee et al., 2016; Marks & O’Connor, 2013). This article reports on a multi-phase group project that aims to strengthen a selection of these employer-desired skills while ameliorating student concerns about the research process …

Internships As Clinical Rotations In Business: Enhancing Access And Options, Faye W. Gilbert, Jason Harkins, Pankaj Agrrawal, Taylor Ashley

International Journal for Business Education

Internships are high impact practices that offer work experiences and provide advantages for participating undergraduate students and for the talent acquisition efforts of firms. While research consistently documents the benefits of internships as a transformative experience, access and outcomes may vary for students and for underserved populations. Limitations of internships can include lack of access to enough positions as well as inadequate interactions between undergraduate students, firms, and faculty members in business programs. The purpose of this article is to describe an approach to enhancing access to internships on a larger scale with greater variety. Protocols found in clinical rotations …

Sustainability In Commercial Office Buildings, Jack Cullen

Construction Management

Sustainability in the construction of commercial structures has been expanding through the recent years, largely in part due to the increasing ambitions to maintain a green and healthy planet. Regulations for including sustainable features in new or renovated commercial buildings have been growing throughout the country. In fact, many prospective buyers and lessees are even adding sustainable features to the list of what they look for in a potential place to buy or rent. This report will explore whether or not a building’s sustainable aspects appeal to buyers and lessees of commercial buildings, and if these sustainable aspects contribute to …

Estimating The Impact Of The Covid-19 Emergency On Tax Revenues In Guatemala: A Time Series Approach, Julio H. Cole

Journal of New Finance

Applications of time series models serve two different purposes: (1) as forecasting techniques, they are used to project the trajectory of a variable of interest during a certain number of future periods; (2) in the analysis of interventions, they are used to evaluate the effect of a significant disturbance on the process being studied. We use both types of application to study monthly tax revenues in Guatemala. In Section 2 we use data for 2010-2019 in order to compare two alternative models: (a) the Box-Jenkins (ARIMA) model, and (b) the Holt-Winters exponential smoothing model. In Section 3 we use post-2019 …

A Content Analysis Of Hospitality Research's Research Methods In The 2010s, Cass Shum, Jaimi Garlington, Ankita Ghosh, Seyhmus Baloglu

Hospitality Faculty Research

Purpose. This study aims to describe the development of hospitality research in terms of research methods and data sources used in the 2010s.

Design/methodology/approach. Content analyses of the research methods and data sources used in original hospitality research published in the 2010s in the Cornell Hospitality Quarterly (CQ), International Journal of Hospitality Management (IJHM), International Journal of Contemporary Hospitality Management (IJCHM), Journal of Hospitality and Tourism Research (JHTR) and International Hospitality Review (IHR) were conducted. It describes whether the time span, functional areas and geographic regions of data sources were related to the research methods and data sources.

Findings. Results …

Logical Darwinism In Strategic ‎Objectives: An Experimental Study ‎In The Jordanian Commercial ‎Banking Industry, Abdul Sattar Al Sayyah

Jerash for Research and Studies Journal مجلة جرش للبحوث والدراسات

The theory of Organizational Power management is one of the modern and contemporary ‎essential perspectives in analyzing, interpreting and predicting the strategic behavior at the ‎micro- and macro levels. The multi - dimensional and visional perspectives of (Synthesize- ‎Coalitions) has been elected within the science of strategic management. And one main model ‎has been formed; demonstrated the mechanism of the relationship between organizational ‎Dar win and strategic objective. ‎ The study aims at answering conceptual and practical dilemmas through preparing theoretical ‎ideas about the former and expressing the latter by model and five hypotheses. Data have ‎been collected from 75 …

An Examination Of Why 4-H Is Beneficial, Makayla Aichholz

Honors Projects

4-H is the largest youth organization in the United States, therefore it has an impact on many lives across the nation. As a former 4-H member myself, I wanted to discover what some of the benefits of this organization are. I started my project by researching how 4-H began and what members in the organization participate in while also using my personal experience as background knowledge. I then looked at a variety of different studies that examined some of the benefits of 4-H, specifically in alumni. These other studies were used to guide the research I conducted. Also, I found …

Forecasting Demand For Optimal Inventory With Long Lead Times: An Automotive Aftermarket Case Study, Chris Anderson

Dissertations

Accuracy in predicting customer demand is essential to building an economic inventory policy under periodic review, long lead-time, and a target fill rate. This study uses inventory and customer service level as a stock control metric to evaluate the forecast accuracy of different simple to more complex predictive analytical techniques. We show how traditional forecast error measures are inappropriate for inventory control, despite their consistent usage in many studies, by evaluating demand forecast performance dynamically with customer service level as a stock control metric that includes inventory holdings costs, stock out costs, and fill rate service levels. A second contribution …

The Trilemma Of 2020: Understanding Higher Education’S Fall 2020 Reopening Decision Amidst The Covid Crisis, Rob Weitz, Viswa Viswanathan, David Rosenthal

American Business Review

In the summer of 2020, as the COVID-19 pandemic continued to spread around the world, institutions of higher education were faced with three options in terms of their teaching modality for fall 2020: resume in-person education, switch to online delivery, or adopt a hybrid approach. This observational research study aims to tease out the variables that explain the decisions announced in summer 2020 by various colleges and universities in the United States for their planned instruction for fall 2020. We propose and test eight hypotheses related to the decision. The study found statistical confirmation that universities with higher financial stability …

Branding Kidfluencers: Regulating Content And Advertising On Youtube, Gavin Feller, Benjamin Burroughs

Hank Greenspun School of Journalism and Media Studies Faculty Research

This paper analyzes emerging shifts in YouTube, advertising, and children’s digital media industries through a case study of Pocket Watch, a digital-first production and distribution studio built exclusively for YouTube child stars. Our analysis reveals the company’s strategic use of legacy media industry power, networks, and expertise to transform YouTube stars into global brands through the creation of toy, clothing, and lifestyle product lines across several industries. We further argue that Pocket Watch’s newly formed advertising division, Clock Work, exploits its child partners through problematic native advertising and host selling practices. The strategies implemented by Pocket Watch and other similar …

Driving Marketing Efficiency In The Age Of Big Data: Analysis Of Subprime Automotive Borrowers, Edwin Baidoo, Ryan Matthews, Frances Ann Stott, F. Stuart Wells

Atlantic Marketing Journal

Big Data methodologies are applied to understand subprime borrowers in the U.S. automobile space. The focus on the automobile market is essential as this subsegment is responsible for directly and indirectly employing over one million people and creating payrolls in excess of $100 billion annually in the U.S. It is found in this article that if a subprime borrower is a homeowner, the probability of repaying their auto loan increases by almost 4%. However, if the borrower is renting, the likelihood of repaying their auto loan increases by nearly 1.4%. Applying Big Data in making subprime auto loans can add …

The Value Of A Technical Service Bulletin Index For The Consumer, Robert J. Richardson

Communications of the IIMA

Automobile Technical Service Bulletin Index represents additional information pertaining on the quality of a vehicle. Currently, there is no way for the consumer to evaluate this large amount of information when buying a new car. A Technical Service Bulletin Index is developed as an aid to the consumer to better understand the quality issues related to thirty different car models. When compared to two major existing surveys, the J.D. Power Initial Quality Study and the J.D. Power Vehicle Dependability Study, the Technical Service Bulletin Index proved that it provides new, useful information about automobile quality for consumers to use when …

Knowledge Transfer And Knowledge Sharing Tools Used By Employees Of Higher Education Institutions Of Pakistan: Mediating Role Motivation, Liaquat Ali Rahoo, Muhammad Memon, Sirajul Haq Kandhro, Zareen Abbasi, Muhammad Ali Khan

Library Philosophy and Practice (e-journal)

The aim of study is to examine the impact of knowledge sharing tools (i.e., technology and organization rewards) on knowledge transfer in the Higher Education Institutions (HEIS) of Sindh, Pakistan. The study utilized quantitative method. The population of the study was the employees who are working in HEIs of Sindh Province. The cluster random sampling technique was implemented to collect primary data from 750 respondents. The survey method was used in questionnaire to collect the data from employees of HEIs. The results of the research study indicate that knowledge sharing tools and organization rewards and technology have a significant impact …

How To Create A Pivot Table And A Histogram, Harini Mittal

Open Educational Resources

This file gives instructions on how to create a pivot chart and histogram using excel sheet. The instructions have been adapted from the following textbook, but supplemented with screen shots for better understanding.

Anderson, Sweeney, Williams, Camm, Cochran, Fry and Ohlmann. Essentials of Statistics for Business & Economics, 9th Edition

How To Construct A Pie Chart, Harini Mittal

Open Educational Resources

This file provides step-by-step instructions on constructing a pie-chart using excel.

How To Construct A Bar Chart, Harini Mittal

Open Educational Resources

This file gives step-by-step instructions to construct a bar chart in excel.

How To Construct A Frequency Distribution For Non-Numeric Data, Harini Mittal

Open Educational Resources

This is a step-by-step instruction file with screenshots to help anyone construct a frequency distribution table with non-numeric data.

Simulation-Based Scenario Mapping Model To Investigate Post-Brexit Implications On The Irish Beef Export Sector: A Case Study, Amr Mahfouz, Rishi Choudhary

Conference papers

Purpose Brexit introduced a range of new tariffs and non-tariff barriers that will significantly disrupt Irish beef exports, particularly to the UK market. Firms should be able to accurately anticipate the adverse effects of Brexit trade barriers on the flow of their products and change their practices accordingly. This research introduces a scenario planning solution based on a process simulation technology to investigate the implication of Brexit risks on Irish beef export performance. Scenarios implications on the transportation time and shelf-life of Irish meat exports to the UK market are investigated.

Research Approach An agent-based and discrete event simulation model …

Determining The Factors Influencing Cloud Computing Implementation In Library Management System (Lms): A High Order Pls-Ann Approach, Manish Dadhich, Shalendra Singh Rao, Surendra Sethy, Renu Sharma

Library Philosophy and Practice (e-journal)

The principal component of this paper is to ascertain the prominent variables of technological, organizational, environmental, and financial constructs that influence library cloud computing (LCC) among the library users and professionals in the selected universities of India. This paper discusses the advantages, opportunities, challenges, and Models of Smart Library in the ICT age library management system. The study also commissioned tools viz. EFA, CFA, and structural equation assess the degree to which selected factors were associated with LCC adoption. Empirical research proposed four hypotheses by selecting the technological, organizational, environmental, and financial constructs and 16 manifests in the specified model. …

Counting Monopoly Money Twice: Resale Discounting In Consumer-To-Consumer Exchange, Catherine A. Armstrong Soule, Sara Hanson

Marketing Faculty Publications

Consumer-to-consumer (C2C) secondhand exchange activity has exploded due to increased user connectivity stemming from widespread digital platform development and adoption. This research focuses on the effects of participation in secondhand exchange collectives on price perceptions. In three studies, the authors find that participation in secondhand exchange leads to price perception changes at various stages of the buying and reselling process, including traditional retail purchase decisions via resale discounting, a novel decision making bias. This research demonstrates that secondhand markets can cause individuals who are considering a purchase to (1) view firsthand prices as more reasonable and (2) increase purchase likelihood …

In-Person Prehealth Advising: Impact Analysis Spring 2017 To Fall 2020, Alasdair Ekpenyong, Mykel Beorchia

Publications

At Utah State University, some of the advising department’s efforts specifically focus on preparing students for study in health professions graduate school. Students considering a career in the health sciences meet with an advisor who has been trained on the nuances of preparing for health professions graduate school.

This report explored the association between in-person prehealth advising participation and student persistence to the next term.

Grading Business Journals: A Comparative Analysis Of Abs, Abdc And Jcr Quartiles And Proposing An Algorithm Based Classification, Tenghao Zhang

Research outputs 2014 to 2021

There are multiple journal rankings that measure academic journals in business research. Among them, ABS (AJG), ABDC and JCR quartiles are the most widely used in business schools across the globe. Which is better in grading business journals based upon their academic performance? In this study, we used the Principal Component Analysis (PCA) and Technique for Order of Preference by Similarity to Ideal Solution (TOPSIS) and evaluated 103 business journals based on six scientometric indicators. Then we proposed a grading simulation approach to simulate the original grades based on the TOPSIS scores and the results suggest that the JCR quartile …

Organizational Decision-Making In The Age Of Big Data And Artificial Intelligence, Anh Luong

Dissertations, Theses, and Capstone Projects

This dissertation examines organizational decision-making in the context of big data and artificial intelligence (machine learning) technologies. There are three studies. All three focus on collaborative decision-making in organizations, with study 1 examining it in the context of big data, while study 2 and 3 in the context of artificial intelligence.

Study 1: This study examines the impact of different manners of presenting information on collaborative decision-making performance. Using controlled economic experiments, I assign participants with a resource allocation decision-making task (adapted from the game theoretic public goods provision problem) and examine the collaborative outcomes of groups when exposed to …

Amazon: A Maze Through China - An International Marketing Case Study, Hanane Goubil

Symposium of Student Scholars

Amazon is an e-commerce technology company best known for its fast delivering time and for being one of the tops of the big four technology companies in the United States. Despite its success in the U.S. and several countries abroad, it has struggled to succeed in China since 2004 where Alibaba and JD.com control 82% of the market. This is due to Amazon failing to compete with Alibaba and neglecting to acclimatize their online offers to appease Chinese customers’ preferences. An example of this is that Alibaba has its own payment system called Alipay, while Amazon had yet to include …