Business Analytics Commons^™

Stakeholder Theory In Ethical Business Decisions: The Case Of Nestle, Mckayla Marcola

Honors Theses

The traditional view of business is that executives have an obligation to base all decisions around increasing the value of the business. But what happens when those decisions infringe on the surrounding environment? In 2017, Nestlé proposed a water withdrawal increase at their Evart, MI water bottling plant from 250 gallons per minute, to 400 gallons per minute. During April 2018, the Michigan Department of Environmental Quality approved the new withdrawal proposal; this caused an up roar in the environmental community. From local citizens, to public interest groups, many have expressed their opposition for this increase stating that this increase …

Addressing Skills In An Analytics World: Proposals For The Accounting Department At The University Of Arkansas, Michael Griffin

Accounting Undergraduate Honors Theses

Since the publication of a special report by the American Accounting Association’s (AAA) Committee on the Future Structure, Content, and Scope of Accounting education in 1986, professionals and educators alike have been calling for a change to the accounting curriculum to better prepare the accounting graduate for the professional world. There is a stark division on which skill areas should be improved. That special report predicted “an accounting profession that will provide information for economic and social decisions, using sophisticated measurement and communication technologies applied to a substantially enlarged scope of phenomena” (AAA, 1986). AAA (1986) commented on how the …

Cost Performance Index Stability: Insights From Environmental Remediation Projects, Denis S. Clayson, Edward D. White, Alfred E. Thal Jr.

Faculty Publications

The purpose of this study was to investigate the stability of the cost performance index (CPI) for environmental remediation projects as the topic is not addressed in the literature. CPI is defined as the earned value of work performed divided by the actual cost of the work, and CPI stability represents the point in time in a project after which the CPI varies by less than 20 percent (measured in different ways).

A Model For Better Social Project Management, Brenda Massetti

Journal of Vincentian Social Action

With environmental degradation and other social ills on the rise, demand for businesses to perform social action is growing (Robertson, 2014). Yet, most Commercial enterprises take a diminutive view of social projects, and many Social enterprises flounder in the harsh realities of commerce (Austin, Stevenson, and Wei-Killern, 2012). To improve all enterprises’ social performance, the paper introduces the Social Project Grid, a dual-factor assessment tool which prioritizes social projects for better managerial oversight. In specific, it compares social projects on their Resource Use and Outcome Clarity to highlight which projects are successful and which are in trouble. Not only is …

The Impact Of Terrorism On Consumer Sentiment: Evidence From Twitter Data, Kyla Scanlon

Posters-at-the-Capitol

This paper investigates the effects that 12 different terrorist attacks had on consumer sentiment, using data scraped from Twitter to determine a broad based emotional stance. This was inspired by my previous research that worked to determine the impact that terrorism had on the stock market. The goal of this research is to determine a more qualitative impact of terrorist attacks. I utilized Rapid Miner for data processing, and the Global Terrorism Database as my data source. The project began by examining the rise and fall of keywords and hashtags through sentiment analysis to measure reaction over time. The text …

Evaluating Event Effectiveness Across Alternate Platforms, Kristin Malek, Sarah Tanford, Seyhmus Baloglu

Hospitality Faculty Research

Organizations are rapidly adopting new technologies and have justified their return on investment by examining new attendee rates, “click throughs” on links, and company-specific metrics. Despite advances in technology and growing consumer dependence on electronics, the meeting and events industry has been slow to adopt IT advances for fear of cannibalization. The purpose of this study was to gather foundational knowledge of how various event platforms, such as face to face and online, can affect overall event effectiveness. Variables examined include attendee satisfaction, loyalty, and content retention. This research used a multimethod approach in which one experimental study and one …

Open Skies Agreement Between Brazil And The United States: Regulations, Alliances, Economic Impacts And A General Long Term Projection, Diego Alvim, Jose Simi, Mathias Gitahy, Rebecca Meadows

Graduate Student Works

This research has been developed based on the new United States and Brazil open skies agreement signed in 2018 with the goal to analyze regulations, alliances, economic impacts and a general long term projection. As a result, the model proposed indicates 14 potential new routes, 6 coming from São Paulo and Rio de Janeiro and 8 from other cities. The new routes create a new axis of air transport, with new direct flights programmed for the northeast, center-west and south regions. These new weekly frequencies allow an increase of 151 weekly frequencies between the two countries, going from the current …

Financial Evaluation For A Brazilian Airline To Conduct Aeronautical Components Repair In Brazil, Ana Moreno Sandoval, Enzo Canavesi Luizetto, Joao Paulo Panssiera, Klaus Goulart Brum

Graduate Student Works

The current economic world volatility, as well as the increasing cost of fuel and security procedures established by the worldwide authorities, force the air carriers to search for alternatives to reduce their operational costs. The maintenance costs are a significant subject for the air carriers, therefore, any cost reduction obtained without maintenance service disruption, may provide an opportunity to enhance the airline competitiveness (Fritzsche, 2014).

The purpose of this research is to evaluate and compare the technical and financial aspects of performing aircraft components repair in house for a Brazilian airline versus outsourcing the servicing to a homologated company outside …

The Impact Of The Miles Trade Business In The Brazilian Airline Industry, Daniela De Araujo Pereira, Evandro Magno Vianna Goncalves, Fabricio Benato Jeronimo, Renato Luiz Furquim De Mendonca Bellomo

Graduate Student Works

This study analyzes the impact of the Miles Trade business in the Brazilian airline industry. This is linked some factors: economy recession, cultural traces, legal flaws and new technologies that led to the creation and growth of the Miles Trade business in Brazil. The impacts over airlines are related to loyalty weakening between customers and airlines and revenue dilution due to the lower prices of air tickets sold in miles. This project analyzes the qualitative impacts using the SWOT analysis, Porter’s 5 forces, Cause and Effect Diagram and the quantitative impacts comparing public available information about the Miles Trade business …

Using Social Media Data In Demand Forecasting: The Case Of Walmart, Aybike Akici

Theses

We describe a fully empirical study on demand forecasting, that is applicable to any real-world data. This is a hands-on case study on the power of social media in demand forecasting. We implement a Box-Jenkins methodology with exogenous variables, namely ARIMAX, to forecast Walmart's future sales. The social media components that we utilize are the number of likes and comments on the official Facebook page of Walmart. The details of the empirical investigation for fitting the best ARIMAX model are presented, and the results are discussed. With this thesis, we demonstrate that social media information should be considered in forecasting, …

Effects Of Mismanaged Condensed Project Life Cycles In The U.S. Consumer Ready Meat Industry, John E. Johnson

Doctoral Dissertations and Projects

Projects have been undertaken by the United States (U.S.) consumer ready meat industry to advance strategic objectives and provide consumers with desired food products. The management of the projects’ industry life cycles was impacted by diverse consumer groups’ continual demands for new and varied products. The problem addressed was the inefficient management of projects’ costs, scopes, and deliverables because of the shortened projects’ life cycles for consumer ready processing lines in the U.S. meat industry. The purpose of this study was to explore the effects inefficient management of condensed project life cycles had on stakeholders and deliverables. This study used …

The Rationale For Taxpayer Support For Primary Industry Research And Innovation In Western Australia, Ross Kingwell

Research Reports

During the 2000s a common view in government circles was that governments were over-investing in primary industry research and innovation. In agreement with this view, the Western Australian (WA) government lessened its support for primary industry research and innovation over the last decade. The impacts of this reduced support are seen clearly in the Department of Primary Industries and Regional Development (DPIRD). In 2008–09 its agricultural staff count was 1518, yet by the end of 2017–18 this will be under 800, with remaining staff working mostly in regulation, biosecurity and corporate services rather than research. So great has been the …

How Might Servant Leadership Principles Impact Employee Turnover At A Solid Waste Management Firm?, Clifton Thacker

Doctoral Dissertations and Projects

This study analyzed the impact servant leadership had on employee turnover at an SWM firm. Many authors were reviewed with literature pertaining to leadership, servant leadership, and SWM. Multiple interviews were conducted with current personnel at an SWM firm that utilizes servant leadership in order to gain a better understanding of the experiences of these employees. The results of the study indicate that servant leadership has a profoundly positive impact on employee satisfaction and, consequently, decreased turnover. The researcher developed many themes based on data analysis, which included culture, accountability, support, and commitment.

Yelp’S Review Filtering Algorithm, Yao Yao, Ivelin Angelov, Jack Rasmus-Vorrath, Mooyoung Lee, Daniel W. Engels

SMU Data Science Review

In this paper, we present an analysis of features influencing Yelp's proprietary review filtering algorithm. Classifying or misclassifying reviews as recommended or non-recommended affects average ratings, consumer decisions, and ultimately, business revenue. Our analysis involves systematically sampling and scraping Yelp restaurant reviews. Features are extracted from review metadata and engineered from metrics and scores generated using text classifiers and sentiment analysis. The coefficients of a multivariate logistic regression model were interpreted as quantifications of the relative importance of features in classifying reviews as recommended or non-recommended. The model classified review recommendations with an accuracy of 78%. We found that reviews …

The Resource Allocation Optimization Problem For Cloud Computing Environments, Victor Yim, Colin Fernandes

SMU Data Science Review

In this paper, we present the use of optimization models to evaluate how to best allocate cloud computing resources to minimize cost and time to generate analysis. We look at cloud platform providers Amazon Web Services, Google Cloud and Microsoft Azure on their product offering. We selected 18 machine configuration instances among these providers and analyze the pricing structure of the different configuration. Using a support vector machine analysis written in python, performance data was gathered on these instances to compare time and cost on various data sizes. Using this result, we build models that allow us to select the …

Research On Risk Control Of Ship Financial Leasing, Junyi Xu

World Maritime University Dissertations

No abstract provided.

Collaboration In Crowdsourcing Contests: Towards An Understanding Of Collective Behavior In Crowdsourcing Contests, Hanieh Javadi Khasraghi

LSU Doctoral Dissertations

With the advances in internet technologies and the emergence of crowdsourcing, organizations are now increasingly looking outside their boundaries for solving problems. These new technologies have enabled companied to tap into online crowds with variety of skills, talents, experience, and knowledge. Yet, the success of crowdsourcing depends on high quality participation of crowdsourcing individuals and teams. In recent studies, examining the effect of simultaneous collaboration and competition mechanisms on individual and team performance in crowdsourcing have received considerable attention. But, none of these studies examined how different levels of collaboration affect team performance in crowdsourcing contests. In this paper, using …

An Optimal Airline Revenue Management Seat Pricing Plan Model, Constantine M. Koursaris, James W. Marion Jr.

International Journal of Aviation, Aeronautics, and Aerospace

The goal of an airline is to sell tickets at the highest fare possible, thus yielding maximum profit for the stakeholders. As airline seat pricing is divided into different fare classes, a revenue management system is created and maintained to identify opportunity costs where the airline may sell an optimum number of available seats in both discounted fare and full fare classes. Ideally, under perfect conditions, the airline will sell all available seats at full capacity for each leg of a trip. Under non-ideal conditions for the airline, not all available seats may sell at either full fare or discounted …

Telling Your Story: Using Metrics To Display Your Value (H2), Wendy E. Moore, Thomas J. Striepe, Steve Lastres, Joy Shoemaker

Presentations

The American Bar Association, academic institutions, law firms, and governments are demanding more and more outcome-based performance. However, displaying these outcomes is difficult for law libraries. Law libraries possess an abundance of data, but determining which metrics will showcase your law library’s value and performance is difficult. Speakers from a law school, law firm, and court library will explain the different metrics they use to display their value to their stakeholders. After these short presentations, a “fishbowl” discussion will provide participants the chance to share and learn about different metrics and tools law libraries are using to best tell their …

Disposition Effect And Multi-Asset Market Dynamics, Heba M. Ezzat Dr.

Business Administration

Purpose – Asset pricing dynamics in a multi-asset framework when investors’ trading exhibits the disposition effect is studied. The purpose of this paper is to explore asset pricing dynamics and the switching behavior among multiple assets. Design/methodology/approach – The dynamics of complex financial markets can be best explored by following agent-based modeling approach. The artificial financial market is populated with traders following two heterogeneous trading strategies: the technical and the fundamental trading rules. By simulation, the switching behavior among multiple assets is investigated. Findings – The proposed framework can explain important stylized facts in financial time series, such as random …