Business Analytics Commons^™

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.

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 …

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.

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.

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 …

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 …

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 …

Market Research: How To Keep And Gain Customers, Chris Mccall

Symposium of Student Scholars

Customer-centered market research is essential to the creation and management of successful marketing campaigns. A company that understands their customers will be able to provide those customers with products and services that fit their needs better than the competition, and ultimately increase profits. My research focuses on a database containing customer information for a telecommunications company called Telco. Within this research, I will focus on a number of customer attributes including demographics, services provided, payment methods, contract lengths, monthly charges, and tenure with the company. Considering how these attributes relate to one another will give me a better understanding of …

Does Market Digitalization Always Benefit Firms? The Latin American Case, Angelica M. Sanchez-Riofrio, Nathaniel C. Lupton, John Gabriel Rodríguez-Vásquez

Faculty Research, Scholarly, and Creative Activity

Purpose

Prior research has found that firms' adoption of digital technologies (i.e. digitalization) enhances transaction efficiency and improves firm performance. However, this finding is based on the assumption that firms respond to consumers' adoption of digital technology (market digitalization) in a timely fashion. The study investigates the impact of market digitalization on firm performance in Latin America, where resistance to change is often higher, despite the positive impact on performance when companies respond to the environmental shock of digitalization by restructuring.

Design/methodology/approach

Using data from seven Latin American countries from 1997 to 2018 (Argentina, Brazil, Chile, Colombia, Peru, Venezuela and …

Online Prehealth Advising: Impact Analysis Spring 2017 To Fall 2020, Alasdair Ekpenyong, Mykel Beorchia

Publications

At Utah State University, various online, Canvas-based advising programs complement the traditional in-person advising program. The online prehealth advising service assists students who are considering health professions graduate school.

This report explored the association between online prehealth advising participation and student persistence to the next term at Utah State University.

Personal Data Privacy And Protective Federal Legislation: An Exploration Of Constituent Position On The Need For Legislation To Control Data Reliant Organizations Collecting And Monetizing Internet-Obtained Personal Data, Giovanni De Meo

Dissertations

In the past twenty years, the business of online personal data collection has grown at the same rapid pace as the internet itself, fostering a multibillion-dollar personal data collection and commercialization industry. Unlike many other large industries, there has been no major federal legislation enacted to monitor or control the activities of organizations dealing in this flourishing industry. The combination of these factors together with the lack of prior research encouraged this research designed to understand how much voters know about this topic and whether there is interest in seeing legislation enacted to protect individual personal data privacy.

To address …

A Financial Analysis Of Five Different Firms, Shane Sazzman

Theses/Capstones/Creative Projects

There are several ways to analyze a business. Looking at a company’s risk position. Measuring a businesses profitability, liquidity, stock prices, bankruptcy, and leverage. Overall, using historical and current data to predict future success. This report conducts a business analysis by looking at the impact of the coronavirus for five different companies in five different industries that are in five different countries. It has looked at financial results during the periods of pre-coronavirus, throughout, and after. Through this, a financial analysis was created to look at the long-term impacts and results of the coronavirus for these five conglomerates. The companies …

Advances In Global Services And Retail Management: Volume 2, Cihan Cobanoglu, Valentina Della Corte

University of South Florida (USF) M3 Publishing

This is the second volume of the Advances in Global Services and Retail Management Book Series. This volume has the following parts:

• Part 1: Hospitality and Tourism
• Part 2: Marketing, E-marketing, and Consumer Behavior
• Part 3: Management
• Part 4: Human Resources Management
• Part 5: Retail Management
• Part 6: Economics
• Part 7: Accounting and Finance
• Part 8: Sustainability and Environmental Issues
• Part 9: Information Technology

ISBN: 978-1-955833-03-5

Hospitality and Tourism

• Significance of VR in the spa: A spatial analysis
  • Irini Lai Fun Tang, Schultz Zhi Bin Xu, and Eric Chan
• Social media marketing in rural hospitality and tourism destination research
  • Samuel …

Rise Of Facebook, Amazon, Apple, Netflix, Google During Covid-19 Pandemic, Shivraj Pisal

Electronic Theses, Projects, and Dissertations

FAANG is an acronym for Facebook, Apple, Amazon, Netflix, and Alphabet (which was previously known as Google), the five most important technology giants in the United States. The technology breakthroughs of these companies have had a significant impact on global economies, since they create jobs, link people, supply goods, and generate entertainment. As a result, a detailed analysis of FAANG stocks adds to the existing body of knowledge. Furthermore, because stock markets are very volatile and are influenced by a variety of known and unknown causes, it is vital to employ adequate tools for assessing their behavior (Jadhav et al., …

Impact On Revenue Generation Of Olist Ecommerce Company On The Basis Of Various Product Parameters, Trupti Sanjay Niwate

Electronic Theses, Projects, and Dissertations

E-commerce business is the most trending business in the entire world. Due to the COVID-19 pandemic, the global market of e-commerce is much more active than the traditional in-store market. Over the period, people used the internet more, which has incentivized them to shop online because it saves time and effort.

Specifically, in Latin America, the E-Commerce business is expanding at a tremendous rate. In particular, Brazil is a major business hub when we consider an e-commerce business since it has given a major impact on the world‘s total e-commerce business. Olist, the main e-commerce company which helps other marketers …

Stock Market Forecasting Based On Artificial Intelligence Technology, Yuzhun Liang

Electronic Theses, Projects, and Dissertations

This culminating experience project used artificial intelligence (AI) technology to forecast and analyze the stock market and construct complex nonlinear relationships between the input data and the output data. This project used a radial basis function neural network to forecast and analyze the stock market data. Compared the radial basis function neural network performance with the feed-forward neural network and clearly showed the superiority of the radial basis function neural network over the feed-forward neural network in the data processing. The results showed that AI technology could effectively predict stock market performance. Based on the results, the conclusion is that …

Information Search In Times Of Market Uncertainty: An Examination Of Aggregate And Disaggregate Uncertainty, Marshall A. Geiger, Rajib Hasan, Abdullah Kumas, Joyce Van Der Van Der Laan Smith

Accounting Faculty Publications

Purpose – This study explores the association between individual investor information demand and two measures of market uncertainty – aggregate market uncertainty and disaggregate industry-specific market uncertainty. It extends the literature by being the first to empirically examine investor information demand and disaggregate market uncertainty.

Design/methodology/approach – This paper constructs a measure of information search by using the Google Search Volume Index and computes measures of aggregate and disaggregate market uncertainty using institutional investors’ trading data from Ancerno Ltd. The relation between market uncertainty, as measured by trading disagreements among institutional investors, and information search is analyzed using an OLS …

Real-World Applications For Analytics Teaching And Learning, Anita Lee-Post

Marketing & Supply Chain Textbook Gallery

This document provides learning-by-doing materials for Analytics software skill development using SAS JMP. It integrates Analytics concepts and techniques with real-world scenarios based on the COVID-19 pandemic to illustrate how real-world data can be transformed into actionable insights to offer decision support for COVID-19 related issues. A holistic treatment of the Analytics process from data acquisition and cleansing to data analysis and interpretation is emphasized using five studies:

1. Characterize COVID-19 mortality demographic risk factors,
2. Visualize COVID-19 mortality demographics,
3. Conduct COVID-19 mortality time series forecasting,
4. Predict COVID-19 mortality, and
5. Analyze COVID-19 vaccine acceptance, uptake, and experiences.

Each study is structured with …

Contingency Planning Amidst A Pandemic, Natalie C. Belford

Journal of Cybersecurity Education, Research and Practice

Proper prior planning prevents pitifully poor performance: The purpose of this research is to address mitigation approaches - disaster recovery, contingency planning, and business continuity planning - and their benefits as they relate to university operations during a worldwide pandemic predicated by the novel coronavirus (COVID-19). The most relevant approach pertaining to the University’s needs and its response to the coronavirus pandemic will be determined and evaluated in detail.

Budget Gaming: Politics, Ethics, And Compensation, Gretchen Decker

Dissertations

Practitioners are frustrated with the budgeting process, frequently complaining that budgets cause undesirable and political behaviors in the organization (Jensen, 2001). One of the most frequent problems is budget gaming, which critics consider non-value added and frustrating. In a 2010 survey, over 95% of respondents acknowledged that budget gaming exists at least “occasionally” (Libby & Lindsay, 2010). Previous studies indicate budget gaming is frustrating, prevalent, and wasteful (Hansen et al., 2003; Libby & Lindsay, 2007; Neely et al., 2003).

I conducted an experiment to investigate organizational influences (organizational politics, compensation condition, ethics attestation) and their impact on budget gaming. The …

College Of Business Dean's Report: 2020-2021, Ryan Butt

College of Business Dean’s Reports

No abstract provided.

The First Sign: Detecting Future Financial Fraud From The Ipo Prospectus, Lisa Spadaccini Anderson

Graduate Theses and Dissertations

In this study, I examine whether it is possible to predict future financial statement fraud using disclosure content prior to the fraud. Specifically, I employ a machine learning algorithm to construct a unique measure based on the lexical cues embedded within a firm’s first public disclosure, the Management’s Discussion and Analysis section of the S-1 filing, during the Initial Public Offering process. I use this measure to predict whether a firm that is not already committing fraud will commit fraud within five years of the Initial Public Offering (IPO) that results in an Accounting or Enforcement Release (AAER). I find …

Audit Firms’ Response To Audit Failures: Evidence From Partner Resource Reallocation, Elizabeth Cowle

Graduate Theses and Dissertations

I investigate whether audit firms reallocate partner resources following restatement announcements and, consequently, whether a supply-side response is beneficial in mitigating the previously documented implications of realized audit failures. I find a positive association between prior period restatement announcements and the year-over-year percentage change in the number of engagement partners allocated to a local audit office. Further analysis suggests that a supply-side response is beneficial in mitigating the persistence of low-quality audits and lost market share. However, I also find some evidence suggesting that the reallocation of partner resources can be detrimental to audit quality at offices from which partners …