Business Analytics Commons^™

Analytics & Insights Internship At Market Performance Group, Ava Mccrary

Information Systems Undergraduate Honors Theses

An Honors Thesis discussing the growth of analytics in the corporate world.

Forecasting Supply Chain Disruptions And Reducing Costs Through Data Science, Kayla Ahrndt

SPARK Symposium Presentations

The timely and cost-effective distribution of antiretroviral (ARV) and HIV laboratory commodities, particularly in over-exploited and low-resource settings, is imperative through effective Supply Chain Management.This project uses a comprehensive supply chain dataset to analyze pricing trends, predict lead times, forecast demand, and optimize costs for ARV and HIV lab shipments across multiple countries. Through data science, we can predict future demand, detect unusual pricing patterns, assess risks of supply chain disruptions, examine how commodity prices fluctuate over time and across regions, identify key factors influencing shipment lead times, and develop predictive models for future demand. Through anomaly detection techniques, we …

A Collection Of Accounting Case Studies, Danielle Gonsoulin

Honors Theses

Over the course of a year, I performed case studies on various economic and financial topics and events. For the first half of the year, I worked in a group with three of my peers to develop audit, advisory, and tax plans for a publicly traded company named Agilysys. We evaluated economic conditions and the company’s financial and nonfinancial data to determine what areas both internally and externally the company can target in order to improve its operations. Once the four case studies were written and reviewed, we created a slideshow and presented our ideas on Zoom to a group …

Data-Driven Forecasting For Effective Demand Management In The E-Commerce Ecosystem, Chirag Pandey

Electronic Theses, Projects, and Dissertations

This culmination project investigated and analyzed the impact of factors influencing sales forecasting models in the e-commerce ecosystem. The research questions are: Q1) To what extent are sales forecasting models in the e-commerce ecosystems influenced by customer demographic variables such as gender, age, and geographic locations? Q2) To what extent are sales forecasting models in the e-commerce ecosystems influenced by product specific factors? The datasets used were from Kaggle, and the Worldometer websites. The findings are: Q1) Individuals aged '55 or over' significantly impact total sales in both the USA and Brazil. Male consumers consistently accounted for a higher proportion …

Phantom Shootings, Allan Ambris

Dissertations, Theses, and Capstone Projects

This capstone is a website designed to critique NYC Open Data reporting with respect to shootings through a series of visualizations and discoveries. The NYPD Shooting Incidents datasets (Historic and Year to Date) introduce themselves to the user by claiming to be a “list of every shooting incident that occurred in NYC.” The supplied documentation reveals that this is not the case.

After understanding the supporting materials, there are still undisclosed truths. My exploration of the data revealed that a single victim may be represented across multiple entries. Additionally, multiple victims may be represented by a single entry. It is …

The Effects Of Different Personalized Services On Consumer Cognition, Emotion, And Intention To Share Information, Thomas John Stimson Ii, Jing Wang

Honors Theses and Capstones

No abstract provided.

Zero Textbook Cost Syllabus For Cis/Sta 3920 (Data Mining For Business Analyitics), Vinayak Javaly

Open Educational Resources

Data Mining is the process by which useful information is extracted from large amounts of data. This course is designed to provide students with the necessary tools and techniques to perform data mining and business analytics. This course is intended as an introductory module targeted at individuals who plan to work with data (modeling, data management) as well as towards those who will work with data scientists. While the course will primarily focus on modeling and evaluation, it will also include data preparation and examination. Modeling techniques covered include decision trees, clustering, and other methods. Emphasis will be placed on …

How Blockchain Solutions Enable Better Decision Making Through Blockchain Analytics, Sammy Ter Haar

Information Systems Undergraduate Honors Theses

Since the founding of computers, data scientists have been able to engineer devices that increase individuals’ opportunities to communicate with each other. In the 1990s, the internet took over with many people not understanding its utility. Flash forward 30 years, and we cannot live without our connection to the internet. The internet of information is what we called early adopters with individuals posting blogs for others to read, this was known as Web 1.0. As we progress, platforms became social allowing individuals in different areas to communicate and engage with each other, this was known as Web 2.0. As Dr. …

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 …

Web Analytics: Best Practices For An Organization’S Successful Performance; A Preliminary Analysis, Salma Dahbi

Electronic Theses and Dissertations

This research presents an exploratory study concerning organizations’ best practices of Web analytics for a successful performance and the factors influencing the companies’ successful adoption of Web analytics.

A qualitative research methodology was used engaging a comprehension of Web analytics adoption using the Diffusion of Innovation theory (Rogers, 1995) and the theory building approach (Eisenhardt, 1989). Interviews with five companies from different industries were conducted.

Findings suggest that for a successful performance, companies should consider:

• Data for better decision making.

• Web analytics barriers

• Selecting the right KPIs and metrics based on the company’s goals.

• Web analytics …

Insight-Driven Sales Management, Hesham O. Dinana

Faculty Book Chapters

In the new VUCA (Volatile, Uncertain, Complex and Ambiguous) world that we live in, there are new rules that will reshape many of the components of sales management, from prospecting, to lead qualification, to closing and relationship management. This chapter will explore the impact of technology, data proliferation, and omni-channel customer touch points on how organizations will manage their sales process and the sales teams in the integrated online and offline worlds (O2O sales). The digital-age consumer and the digital-age sales team will have different communication needs and tools that need to be addressed by sales leaders to ensure their …

Leveraging Legal Analytics And Spend Data As A Law Firm Self-Governance Tool, Nancy B. Rapoport, Joseph R. Tiano Jr.

The Journal of Business, Entrepreneurship & the Law

Our essay has five parts: (i) a discussion of how external forces are reshaping the economics of today’s legal industry; (ii) examples of the types of decisions that tend to drive up the cost of bills in contravention of ethical duties; (iii) a discussion of possible reasons for those decisions (including a short discussion of social science explanations); (iv) a description of how attorneys can use data analytics tools to self-govern how they staff, deliver and bill for their legal services; and (v) recommendations for how both clients and law firms can benefit from proactively managing, on the front end, …

Investigating The Influence Of A Web Based Logistics Tool On The Effectiveness Of Operations For The Center Of Innovation For Logistics Of Georgia, David Vaughn

Honors College Theses

Research suggests a correlation between advancements in logistics infrastructure and the development rate of regional economies. Some states have identified this correlation and have taken steps to create specialized entities aimed at catalyzing the growth of logistics within their state. In the state of Georgia, the Center of Innovation for Logistics is the entity responsible for coordinating logistic development activities. As part of their responsibilities, they are tasked with fulfilling information requests regarding logistics infrastructure availability throughout the state. However, the system is used to process these requests is antiquated and extremely inefficient. In an attempt to ameliorate this process, …

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 …