Business Analytics Commons^™

Expanding Waste Segregation Initiatives To Reduce Regulated Medical Waste: A Multi-Departmental Quality Improvement Project, Emily M. Su, Anuja L. Sarode, Mohammed Sami, David R. Nehring, Erica L. Laipply, Mustafa Culcuoglu

HCA Healthcare Journal of Medicine

Background

Regulated medical waste (RMW) drives up health care costs, largely due to misclassification of general waste, especially in operating rooms (ORs), intensive care units (ICUs), and obstetrics and gynecology (OBGYN) departments. This study aimed to reduce RMW volume and costs at Akron City Hospital (ACH) through department-specific interventions aligning with Occupational Safety and Health Administration (OSHA) and Ohio Environmental Protection Agency guidelines.

Methods

Periodic analyses compared hospital-wide aggregate RMW volume, pick-up frequency, and disposal costs before and after interventions. The ORs initiated interventions in October 2022, expanding to ICUs and OBGYN by February 2024. Strategies included staff education, flyers …

A Capability Maturity Model For Artificial Intelligence Integration In Supply Chain Management, Lordt Becklines

Dissertations

Artificial Intelligence (AI) is transforming Supply Chain Management (SCM), yet many organizations struggle to assess their readiness for AI adoption and to understand how AI capabilities develop across maturity stages. This dissertation addresses this gap by developing a Capability Maturity Model (CMM) for AI integration in SCM, grounded in Organizational Information Processing Theory (OIPT), the Resource-Based View, and related capability frameworks. The model provides a structured approach for evaluating an organization's information-processing requirements, resource configurations, and alignment needed for effective AI-enabled supply chain operations.

Using a design science research approach, the AI-SCM CMM and its associated assessment instrument were derived …

Reviving The Skies: The Impact Of Government Focus On Aviation Industry Growth In The Post-Covid World, Sumeet Hassan Anwar, Humna Asad

Journal of Aviation Technology and Engineering

Travel restrictions and border closures during the COVID-19 epidemic drastically reduced air traffic that affected the aviation sector. With an eye toward regional variances and public-private alliances, this essay investigates how government policies, financial interventions, and regulatory frameworks assisted recovery attempts. The essay also looks at how network-based resilience models lower vulnerabilities and improve operational connection, thus guaranteeing future disturbance readiness. Autoregressive integrated moving average models, among other forecasting instruments, help to forecast aviation demand and match recovery plans with changing market dynamics. By means of comparative policy analysis and network theory, this study reveals best practices from Asia, Europe, …

An Exploration Of Knowledge-Sharing Behaviour Within A Community-Based Service Provider: A Reflexive Thematic Analysis, Paul Mcmanus

Doctoral

This qualitative research examines the knowledge-sharing (KS) behaviour of employees within a non-profit organisation (NPO) based in Dublin, Ireland. This NPO is a community-based service provider that supports people with disabilities and their families. It operates under the aegis of the Health Service Executive (HSE). The ability of employees to share knowledge is fundamental to the sustained care of society’s most vulnerable. Research on employees’ KS behaviour remains underrepresented within the non-profit sector. This gap in knowledge aligns with the NPO’s view that its KS environment requires improvement. In response to the literature review, a developed taxonomy conceptualises the organisation …

Integrating Social Media And Entrepreneurship: A Study Of Social Media, Creativity, Strategy, And Innovation In Building A Successful Brand Presence In The Digital Era, Lys Ishiari

Undergraduate Honors Theses

Social media has completely changed what it means to start a business. It was once just a place for personal interactions but is currently a powerful channel that drives the growth of multiple industries (Felicia, 2022). Now, anyone can use their personal creativity and hobbies to build a brand, especially on apps like Instagram, YouTube, and TikTok. The purpose of this study is to identify the common themes behind social media entrepreneurs’ success, which allows individuals to become both creators and business owners in the digital age. Furthermore, a key part of writing this paper is personal; it connects to …

A Strategic Analysis Of Project Learn Of Summit County, Alex Kennedy, Tyler Hutchinson, Haley Guest, Zach D. Thomas, Lizzie Sisler

Williams Honors College, Honors Research Projects

Our group is working with Project Learn of Summit County, a GED and ESL assistance program located in the Akron Public Library. Our group will be performing a strategic analysis and providing them with a strategic plan, to be presented to them at the end of the term. We aim to increase awareness for the program, point out areas of growth, and increase functionality.

Founder Ceo Leadership And Financial Resilience In U.S. Critical Infrastructure Firms: Evidence On Solvency, Stability And Bankruptcy Risk, Md Asif Ul Alam, Md Maruf Ul Alam, Toufiq Nazrul

Business Administration

This study investigates the role of founder CEO leadership in enhancing corporate financial resilience and its broader implications for economic stability in the United States, focusing on utility firms as a critical component of national infrastructure. The financial health of these firms is closely tied to the reliability of essential services, infrastructure continuity, and U.S. economic security, as emphasized by the U.S. Department of Energy and the Federal Energy Regulatory Commission. Drawing on agency theory, stewardship theory, and founder imprinting theory, the study argues that founder CEOs, due to their long-term orientation, concentrated ownership, and strong organizational commitment, are more …

First Portfolio – Mngt 475: Business Strategies, Lisa Tschauner

UNL Faculty Course Portfolios

MNGT 475: Business Strategies serves as the undergraduate strategic management capstone course in the University of Nebraska–Lincoln College of Business. The course integrates knowledge from accounting, finance, economics, marketing, management, supply chain management, analytics, and entrepreneurship while providing students with opportunities to apply strategic frameworks to authentic business challenges. This portfolio documents the design, implementation, assessment, and continuous improvement of the course, with particular attention given to experiential learning and the comparison of two instructional models: a traditional case-study project and a real-world industry-partner consulting project. Drawing upon Kolb’s Experiential Learning Theory, self-reflection, self-efficacy, and teamwork constructs, the portfolio examines …

Zdolności Dynamiczne A Transformacja Cyfrowa Firm. Kontekst Małych I Średnich Przedsiębiorstw Przemysłu Spożywczego W Polsce, Magdalena Marczewska

Monografie/Monographs

Oparta na badaniach monografia obrazuje charakterystykę dynamicznych zdolności wykorzystywanych przez firmy w procesie transformacji cyfrowej oraz przybliża w jakim zakresie dynamiczne zdolności są warunkiem koniecznym transformacji cyfrowej przedsiębiorstw. Autorka prezentuje w książce nowatorską reinterpretację koncepcji dynamicznych zdolności, a także identyfikację kluczowych barier, których przezwyciężenie jest niezbędne dla transformacji cyfrowej oraz udostępnia Czytelnikowi praktyczny model wspierający jej planowanie i wdrażanie.

Dynamic Capabilities and Digital Transformation of Firms: The Context of Small and Medium-Sized Enterprises in the Polish Food Industry

Based on empirical research, this monograph illustrates the characteristics of dynamic capabilities utilized by companies in the digital transformation process and examines …

Warehouse Reconfiguration With Ats Lab, Ed Cantor, Dana Pazhouhesh, Mathew Oshinski, Samantha Sanchez

Senior Design Project For Engineers

The ATS Lab Warehouse Reconfiguration project is a collaborative effort between Kennesaw State University’s Department of Industrial and Systems Engineering and ATS Lab, located in Marietta, GA. The goal of this project is to redesign the current warehouse layout to enhance operational efficiency, reduce travel time, and implement sustainable inventory management practices, including 5S and Kanban. Aaron Roob, ATS Operations Manager, and Franklin Hungerford, Continuous Improvement Manager, led this initiative. Our team, “Sick Sigma’s,” is composed of Ed Cantor, our Project Manager, who is working as an intern at ATS during this process; Dana Pazhouhesh (Process Engineer); Matthew Oshinski (Quality …

The Impact Of Parking Services On Mental Health At Bowling Green State University, Callie Oyster

Honors Projects

The current research investigates the effects of parking on daily stress and emotional stability and perceptions of equity at Bowling Green State University (BGSU). It draws from the perspective of students, faculty, and staff via a quantitative survey of over 500 respondents that assessed parking behaviors, mental health indicators, and institutional trust. The results indicate that unpredictability, rather than simply lack of space, is the largest source of stress related to parking. Commuter and resident students reported arriving at least 20-30 minutes earlier than expected. Faculty, staff, and students reported feelings of anticipatory anxiety about driving to BGSU, with emotional …

Do Growth Partnerships Improve Early-Stage Startup Performance? An Investigation Into Revenue Growth, Operational Efficiency, And Investor Attraction, Brendan P. Drew

Faculty Curated Undergraduate Works

This research investigates how teaming up with seasoned advisors affects young startups’ success, judged by sales gains, smoother operations, or drawing in backers. New companies tend to spark innovative ideas and hiring, but a sizable chunk fails before standing on their own. Weak planning, tight funds, or struggling to impress investors usually spell trouble early on. While programs like startup boosters got loads of attention in past reports, deeper ongoing alliances - where founders partner firsthand with outside mentors, are still barely touched upon in scholarly work.

The study uses both numbers and personal views, pulling data from eight new …

Keurig Dr Pepper Strategic Audit, Huy Le, Ethan Zen, Sierra Perkins, Jack Hudson

Honors Program: Senior Projects (Public)

We analyze Keurig Dr Pepper's current strategic position following its acquisition of JDE Peat's. We determine its strengths, weaknesses, opportunities, and threats within its market share and make recommendations for future business ventures and strategic positioning.

Investigating The Relationship Between Noun Classes And Plant Folk Taxonomy In Chasu Language Of Kilimanjaro Region In Tanzania, Peter Rabson Mziray

Journal of Humanities and Social Sciences

The current study investigates the relationship between noun classes and plant folk taxonomy in Chasu (G 22). The study focuses on two objectives: the first objective is to describe the plant folk taxonomy in Chasu and the second objective is to determine the relationship between noun classes and plant folk taxonomy in Chasu. Data were collected from rural villages in Same and Mwanga districts by using free listing, field interviews (jungle-walk-and-identify), and written texts containing Chasu plant names. The findings reveal that Chasu folk taxonomy reflects different ethnobotanical categories; including a unique beginner which is mmea/mimea ‘plant(s)’, and three life …

Orchestrating Complexity: The Art Of Virtual Leadership In System Modelling, Vijay Kumar Sonawane, Bipllab Roy, Purnendu Bikash Acharjee, Indu Pv

Northeast Journal of Complex Systems (NEJCS)

This paper explores the dynamics of virtual leadership within global remote work environments, focusing on the application of complex system modelling to understand and enhance leadership efficacy. The application of computational modelling has been a regular feature in economics, science and technology fields, however its application in virtual leadership with linkage to sport leadership appears to be a novel concept. Adopting a multidisciplinary approach, this paper incorporates Game Theory as a conceptual framework to make the leadership model more relevant and applicable that can offer simpler understanding of complex play of leadership drivers. The model incorporates five key leadership dimensional …

From Tarmac To Timetable: A Data-Driven Study Of Airline Delay Performance In Nigeria, Kelechi V. Iwuagwu

Dissertations, Theses, and Capstone Projects

This capstone project investigates the patterns, causes, and impacts of flight delays in the Nigerian aviation sector from January 2024 to January 2025. Utilizing a dataset containing flight details—including scheduled and actual departure/arrival times, routes, and airline information—the study employs advanced data analytics and visualization techniques to uncover critical insights. The research highlights discrepancies between scheduled and actual flight performance, identifies delay patterns across airlines and timeframes, and explores the ripple effects of delays on subsequent flights.

Furthermore, Nigerian passengers frequently express frustrations over flight delays, cancellations, and poor communication from airlines, yet no publicly available data systematically documents these …

Notes From The Editor, Jay Nathan

Journal of Global Awareness

No abstract provided.

Letter From The Editor, Jay Nathan

Journal of Global Awareness

No abstract provided.

From Answering Questions To Replacing Staff: Analyzing The Effect And Possibilities Of Artificial Intelligence On The Structure Of Organizations, Caleb J. Cissna

Honors Projects

Over the last several years artificial intelligence has risen in commonality, availability, knowledge and usage across multiple industries, including business firms and organizations. Terming the multitude of tasks that are completed by these machines “artificial intelligence” is somewhat dismissive – the broadness of the tasks is unmatched by most any other innovation within the 21^st century. The widespread nature of artificial intelligence today have advanced many organizations, with many using the technology to create competitive advantage for themselves in certain industries, while others have seen it level the competitive field between firms in a given industry. Following this research …

Leading Like Jesus In Organizations: Assessing The Practices Of Servant Leadership, Keenan A. Siegal

M.S. in Leadership

This project explores the concept of servant leadership through examining biblical accounts of Jesus Christ’s life and teachings. This project highlights how Jesus exemplified key principles of servant leadership, including humility, empathy, self-sacrifice, and a deep commitment to serving others before himself. The project contrasts Jesus’ leadership style with modern leadership models and discusses its relevance in today’s professional settings. Overall, it aims to explore a transformational approach to leadership in which it that prioritizes compassion, integrity, and the empowerment of others over meeting the needs of the business or serving yourself as a leader.

Colaboración Interdisciplinaria: Tablero De Control Para Una Institución Politécnica R01 En Los Ee. Uu. [Libro], Cristo Leon Ph.D., Victor Hugo Guzmán Zarate Ph.D.

STEM for Success Showcase

Introducción
En el ámbito académico, la colaboración interdisciplinaria emerge como un imperativo estratégico y un desafío multifacético. Este estudio tiene un enfoque eminentemente práctico y busca diseñar y aplicar una herramienta específica —un tablero de control interactivo— para facilitar y mejorar la colaboración interdisciplinaria en un entorno académico real. La complejidad inherente a este desafío se refleja tanto en el dinamismo del ambiente investigativo como en la falta de definiciones operacionales cohesivas que faciliten la evaluación y visualización de la colaboración interdisciplinaria. Para abordar estos desafíos, el presente estudio se llevó a cabo en la Facultad de Ciencias y Artes …

Analytics Insights From Text: Machine Learning, Ai, And Sentiment Analysis On Beige Books, Charlie Smith

Graduate Theses and Dissertations (2019 - present)

Business analytics is about drawing actionable insights from data. These distinct but connected essays represent a novel approach to explore how natural language processing (NLP) advances and machine learning can transform unstructured text data into actionable conclusions. Essay 1 provides a broad framework. Essay 2 strengthens the sentiment analysis with the most recent artificial intelligence methodologies for capturing nuanced sentiment in complex texts. Essay 3 applies those insights to forecast recessions using topics that can be readily interpreted and applied.

The research demonstrates how these methodologies can be applied to enhance understanding of the same dataset, Beige Books. Published by …

The Digital Incorporated Worker Narrative: A Mixed Methods Study Of Digital Capital, Work Selection, And Outcomes In The Fourth Industrial Revolution, Tracie King

Dissertations

Digital technology permeates society and industry, making digital-ready workers necessary for firms of all sizes as a firm seeks competitiveness in the market (Bergson-Shilcock et al., 2023; de Ruyter et al., 2018; Gorski et al., 2022; Karaboğa, 2023; Kim et al., 2017; Qureshi Zia, 2019). Firms seeking digital-ready workers face a complex digital divide that creates a worker shortage (Bergson-Shilcock et al., 2023; Karaboğa, 2023; Qureshi Zia, 2019). This study aims to describe workers' work selection, work experience, and outcomes in a complex digital society.

Most digital divide research focuses on the individuals excluded from owning, accessing, and having skills …

Does Ai Help Or Harm? Why And How Ai Use Influences Workplace Outcomes And Employee Well-Being, Haille Trimboli, Reka Lassu

Education Division Scholarship

Although the recent surge in excitement surrounding artificial intelligence (AI) might suggest it is a new development, AI has been applied in organizations for over forty years (Fanti et al., 2022; Markelius et al., 2024). Indeed, the term "artificial intelligence" itself emerged in the 1950s during a research project at Dartmouth College, where it was used to describe "machines able to simulate human intelligence" (Haenlein & Kaplan, 2019, p. 3). Most recently, in 2022, the landscape of AI use for laypeople greatly changed when OpenAI introduced ChatGPT, a generative AI tool, to the public; ChatGPT is an advanced AI language …

Benford's Law And The Impact Of Director Blockholders, Ying "Caroline" Chen

Presentations - 2025

This presentation was given by a faculty member on Benford's Law and it's effects on management.

"Benford's Law is a mathematical law which relates to the leading digits of numbers in naturally occurring tables. The probability of the first digit equaling some number d is roughly equal to

𝑃 𝑑 = 𝑙𝑜𝑔10 (1 + 1 𝑑)

The probability of the second digit equaling some number d is roughly equal to

𝑃 𝑑 = σ𝑥=1 9 𝑙𝑜𝑔10 (1 + 1 10𝑥+𝑑)

Durtschi, Hillison, and Pacini (2004) – Analysis using Benford’s Law is primarily useful on sets composed of mathematical combinations of …

Gojo & Company, Inc.: Collaborate To Elevate - Microfinancing Through Strategic Partnerships, Ellenna Divingnzzo, Joshua Feng, Charles Moloney, Brendan Shanks, Emma Wagner

B-Corp Case Studies by UNL Raikes Seniors

Gojo’s mission is to “extend financial inclusion across the globe” with the goal “to enable the provision of high-quality affordable financial services in 50 countries” (Impact Report, Gojo, pg. 4). They are a microfinance institution (MFI) that provides financial assistance mainly to individuals in five countries: Cambodia, Sri Lanka, Myanmar, India, and Tajikistan (Impact Report, Gojo, pg. 10). They also have partnerships that extend into many other countries to a lesser extent. Gojo’s group companies provide services such as group loans, business loans, microenterprise loans, emergency loans, voluntary savings, affordable housing, microcredit depositing, and more to over 2.4 million clients. …

Tillamook: Ethical Values Or Misleading Marketing?, Victoria Chin, Ealynn Hsu, Kyana Le, B Littman, Natalia Trejo Andalon

B-Corp Case Studies by UNL Raikes Seniors

Tillamook began as a humble cooperative for the local dairy farmers of Tillamook County, Oregon, to ensure that high-quality cheese was the local standard. As time passed, Tillamook evolved to establish an internal Farm Services Team to help support each farmer and pay above market value for members’ milk–in return, receiving a stable supply of dairy to manufacture its dairy-based products. Additionally, the farmers are still the ones who call the important shots for Tillamook rather than other corporate shareholders. Tillamook County Creamery Association (TCCA) has since expanded nationally, but the foundation remains the same: high-quality dairy to create high-quality …

Cotopaxi: Stewardship To Succession, Roy Dumblauskas, Landry Geiger, John Post, Jack Smiley, Zachary Wallenburg

B-Corp Case Studies by UNL Raikes Seniors

Cotopaxi is a company built from the ground up to be socially conscious, from their governance structure to their deeply ingrained core values. Despite being in a market dominated by incumbents like Patagonia, they've done well in the past, bringing in around $160 million in revenue in 2023 while donating millions outright and carefully maintaining ethical internal business practices. But just as the company began taking off, founder Davis Smith left the company to pursue religious mission work. He spent years, starting the search in 2019 before finally stepping down in July 2022, looking for a successor, eventually finding a …

Aesop Under L'Oreal: Growth Vs. Brand Integrity, Gowrav Ghatamaneni, Spencer Godina, Reed Mchenry, Cole Miller, Shruti Pradeep

B-Corp Case Studies by UNL Raikes Seniors

Founded in Melbourne, Australia, in 1987, Aesop has emerged as a global luxury skincare brand known for its minimalist packaging, commitment to sustainability, and sensory in-store experience. In 2023, L'Oréal Groupe acquired Aesop from Natura & Co. in a deal valued at $2.5 billion, marking the largest acquisition in L'Oréal's history. The brand's dedication to aesthetics has set it apart in the competitive beauty industry. But how does a brand built on small-scale, curated retail experiences navigate the expansion driven by a multinational owner? Can Aesop maintain its core values while scaling up?

New Belgium Brewing: Balancing Growth And Company Values Post-Acquisition, Brooke Bode, Charlie Brockmeier, Chase Kling, Zach Hammann, Jace Ruth, Jay Selzer

B-Corp Case Studies by UNL Raikes Seniors

New Belgium Brewing was founded in 1991 by Jeff Lebesch and Kim Jordan in Fort Collins, Colorado, famously inspired by a bicycle tour through Belgium, with "environmental stewardship" viewed as a core value from day one (New Belgium Brewing, nd). From its earliest years, New Belgium had set out to prove that a brewery could be a successful business while also being a force for good. The company implemented open-book management and a profit-sharing program that allowed employees as early as 1998 to vote and give up bonuses to invest in a wind-powered brewery in the U.S. (New Belgium Brewing, …