Business Analytics Commons^™

Aligning University Of Arkansas Curriculum With Employee Expectations Regarding Analytics Graduates, Ryan Norman

Economics Undergraduate Honors Theses

Institutions around the world need talented data analysts that can handle the influx of data being produced. This is driving an even higher need for well-prepared students that can bring value to the company immediately out of undergraduate or graduate programs. Because of this, what they are being taught needs to align directly with skills and knowledge that are required to be effective within organizations from the jump. This paper considers the alignment of higher education curriculum with employee expectations regarding analytics graduates.

This research paper is designed to determine whether programs, such as the Walton College of Business, need ...

Beyond Hcahps: Analysis Of Patients’ Comments Provides An Expanded View Of Their Hospital Experiences, Andrew S. Gallan, Rakesh Niraj, Awanindra Singh

Patient Experience Journal

An important concern for health care professionals is that standardized patient surveys may not fully capture all the topics that are important to patients. As a result, health care professionals may not have a complete picture of what their patients experience. The purpose of this research is to utilize a state-of-the-art Natural Language Processing technique to make sense of patients’ solicited, unstructured comments to gain a deeper and broader understanding of their experiences in the hospital. We analyzed a large dataset of inpatient survey responses (48,592 patients generating 65,998 comments) by a patient experience survey vendor for an ...

Ohio Energy Generation Optimization, Thomas Lynch

Honors Projects

This honors project explores the optimization of energy generation within the state of Ohio to better the energy generation efficiency both environmentally and economically. The proposed solution is a 30-year plan from 2020 to 2050 to reduce the environmental impact caused by electricity generation in Ohio. This project shows guidelines and goals to reach by the end of every decade spanning from 2030 to 2050. This was done using an optimizing program called Multiple Objective Linear Programming (MOLP) and while not perfect it lays a foundation for changes that should come to Ohio’s energy mix in the next 30 ...

Grasping The Intangible: The Perseverance Of Physical Music Media In A Digital World, Sam Youmans

Honors Theses

Music is a unique economic good with several interesting characteristics: as an art form, its value is immensely subjective and changes with the culture; it is most widely consumed via online streaming platforms but still embedded onto physical formats and sold through retailers; and the United States music business had to pivot through substantial economic disruption at the turn of the century with the advent of peer-to-peer file sharing. Given the digital world in which we live, this thesis explains why people still purchase music on physical formats. This is accomplished by discussing revenue data from the past few years ...

Predicting And Composing A Top Ten Billboard Hot 100 Single With Descriptive Analytics And Classification, Matthew Deamon

Honors Projects

In late 20^th and early 21^st century Western popular music, there are cyclical structures, sounds, and themes that come and go with historical trends. Not only do the production techniques utilized reflect technological advancements (the Yamaha DX7, the Roland 808, etc.), the art form reflects contemporary cultural attitudes through lyrics and stylistic choice. Through this lens, pop songs can serve as historical artifacts for their unique ability to captivate listeners based on their generally acceptable and familiar elements, both upon release and with future audiences. It raises the questions: “Can a chronological analysis of artistic choices reveal trends ...

Branding, Internationalization And Performance Of Restaurant Chains, Saarthak Bhatia, Joel Smith

Symposium of Student Scholars

Every year, restaurant companies try and find new and innovative ways to grow their business. Many companies look towards creating new brands and expanding internationally as a means of achieving this goal but do multibranding and the scope of internationalization (number of countries) have an influence on the firm performance of restaurant companies? We dive into this by looking at data from over 100 publicly traded companies to see what the results show.

The examination period for this study was 1997 to 2019. Data for 2013-2019 is still being collected. Sample selection started with 118 publicly traded restaurant firms listed ...

An Examination Of The Influence Of Sustainability On Business Strategy In The Three-Dimensional Printing Industry, Yvette Alexandrou

Honors College

3D printing, also known as additive manufacturing, is an emerging field that has yet to find its place in society. Research and development in the 3D printing industry spans a vast range of technologies, materials, and applications. Many say that it is still in search of its “killer app,” a tool or capability that will lead to mass popularity the way the internet and personal computers played an essential role in the exponential growth of the computer industry (Kurman & Lipson, 2013; Misek, 2013). New entrepreneurs and established business executives involved with the 3D printing industry are scanning the field for areas this ...

The Music Bluetooth Controller: An Intersection Between Technology And Music, Lydia Wu

Senior Honors Theses

The modern musician faces a new challenge: how can technology be used to enhance a performance? This thesis documents the development of a Bluetooth remote controller that will aid today’s performing musicians by interacting with a digital display (e.g., an iPad) to flip musical score pages remotely. At its core, while mimicking a Bluetooth pedal (the current industry standard), this device attaches to the musician’s hand. In its pilot stages, the device has been referred to “MBC” (Music Bluetooth Controller).

Analyzing The Development Of A Remote Debate Program Using Video Annotation Through A Systems Approach, Ryohei Ryohei Matsumura, Munemi Asai, Hideki Nakai, Akio Suzuki

Japanese Society and Culture

This study aims to apply a systems approach to analyze the development of an education system for remote asynchronous debates. Although several studies have applied a systems approach to various objects, they attempted to improve projects using the approach by intention. However, in our study, the use of a systems approach was an unintentional part of the process, with stakeholders not being explicitly aware of the concepts behind systems thinking. In the midst of the process, a variety of systems thinking methods were partially adopted, making the project more systemic; however, the project was not oriented to follow specific problem-solving ...

An Empirical Study To Understand The Effectiveness And Scope Of Blockchain Technology In Indian Public Sector, Radhakrishnan Airy, Hritika Gajarlawar, Nilay Bajaria, Ganesh Joshi, Ketki Kawade

School of Information Systems and Technology Publications

The Blockchain is a distributed database that is maintained as Blocks and contains all transactions or digital occurrences. These are the records of transactions that take place between parties.Blockchain blocks are kept as blocks and shared among participants. Each Block is examined, validated, and saved by the parties who are a part of the system/network, each brick is unique and contains the details of a single transaction as well as the transaction's hash key. The study offers insights to researchers about the opportunity threat and future use of blockchain in the public sector.

General Adversarial Networks In Tumor-Related Research: A Review And Agenda For Moving Forward, Andrew James Behrens, Cherie Noteboom

SDSU Data Science Symposium

Recent advances in Generative Adversarial Networks (GANs) have led to many new variants and uses of GANs. The latest advancements have allowed researchers and practitioners to apply this technique to tumor-related problems with limited data. One of the trends in this problem domain is to develop different variants of GANs suited explicitly to particular problems. The variants of GANs are numerous but share a common characteristic of expanding the dataset by creating synthetic data from the original dataset. This paper aims to develop a research agenda through a systematic literature review that investigates practitioners' and researchers' emerging issues and current ...

Deploying Live Dashboard Data Using Usda Data Apis To Inform Farmers/Producers, Indira Fuyal, Paurakh Paudel, David Zeng

SDSU Data Science Symposium

The main objective of this project is to provide the farmers/producers and small business owners with a data intensive information hub to better understand the market trends and patterns in an interactive way to help make informed decisions. This technology is part of a larger project that includes AI powered data services to provide users with decision making support for real time data solutions. Together with Natural Language Generation, there is a huge potential to deploy this technology. In this small demo of this hugely beneficial technology, we make use of the publicly available Open Data Services – ESR Data ...

Session 5: Equipment Finance Credit Risk Modeling - A Case Study In Creative Model Development & Nimble Data Engineering, Edward Krueger, Landon Thompson, Josh Moore

SDSU Data Science Symposium

This presentation will focus first on providing an overview of Channel and the Risk Analytics team that performed this case study. Given that context, we’ll then dive into our approach for building the modeling development data set, techniques and tools used to develop and implement the model into a production environment, and some of the challenges faced upon launch. Then, the presentation will pivot to the data engineering pipeline. During this portion, we will explore the application process and what happens to the data we collect. This will include how we extract & store the data along with how it ...

Analysis Of Egyptian Commodity Imports During The Trade Liberalization Period, Amria Abd El-Rahim Sheha

Archived Theses and Dissertations

No abstract provided.

Sustainable Agriculture Through Data Analytics, Arthur Carlos, Xayaphone Salinthone, Michelle Nguyen, Aimee Jacobs

The CSU Journal of Sustainability and Climate Change

There is an increasing need for sustainable agriculture in light of climate change and growing populations. Certified B Corporations meet the highest standards of verified social and environmental performance, public transparency, and legal accountability to balance profit and purpose. This paper describes a student-learning project that develops an Environmental Management System (EMS) using data analytics to improve a family-owned farming business's decision-making process for efficient natural resource allocation, as well as the reporting requirements associated with their B Corp Certification. This project's primary resource is water reporting, but it may be expanded to include other resources.

Optimizing Pension Outcomes Using Target Volatility Investment Concept, Zefeng Bai

2022

The target volatility strategy is a very popular investment concept in financial marketplace. For my dissertation, I focus on studying the target volatility investment concept in application to pension accumulation as well as decumulation stages. Additionally, I extend a basic target volatility strategy by introducing trading boundaries to its asset allocation mechanism. My dissertation study follows a three-paper format.

In paper one, we propose a new pension strategy that aims at improving the protection of a long-term pension plan in volatile market conditions. Over a hypothetical twenty-year pension scheme, we show that our newly proposed strategy, which attaches a target ...

Workplace Information Literacy: Current State Of Research Published From South-Asia, Haleema Saadia, Muhammad Asif Naveed

Library Philosophy and Practice (e-journal)

This paper intended to provide and critical and analytical review of research on workplace information literacy published form South-Asia with a view to inform policy and practice. Library, Information Science and Technological Abstracts (LISTA) was searched to identify the key studies published in the proposed research area using multiple keywords. The search process resulted in 384 citations which was screened for duplication and relevance. As a result, 375 citations were excluded due to duplication and non-relevance. Only nine citations remained to deal with for review. The reference lists of these citations were also examined to identify more related citations which ...

External Factors That Affect The Egyptian Stock Market, Amal Soliman El-Ghouti

Archived Theses and Dissertations

No abstract provided.

Codes Of Ethics: Extending Classification Techniques With Natural Language Processing, Zachary Glass, E. Susanna Cahn

The Journal of Values-Based Leadership

Language is an indicator of how stakeholders view an ethics code’s intent, and key to distinguishing code properties, such as promoting ethical-valued decision-making or code-based compliance. This article quantifies ethics codes’ language using Natural Language Processing (NLP), then uses machine learning to classify ethics codes. NLP overcomes some inherent difficulties of “measuring” verbal documents. Ethics codes selected from lists of “best” companies were compared with codes from a sample of Fortune 500 companies. Results show that some of these ethics codes are different enough from the norm to be distinguished by an algorithm; indicating as well that lists of ...

An Application Of The Financial Instability Hypothesis, Rf Abu-Ismail

Archived Theses and Dissertations

No abstract provided.