Digital Commons Network^™

Predicting Global Healthcare Supply Chain Delays: A Machine Learning Approach Leveraging Country-Level Logistics Metrics, Jeevan Sai Gali, Nima Molavi, Sepideh Alavi

Journal of International Technology and Information Management

In global healthcare logistics, ensuring the timely delivery of medical commodities is critical, particularly in low- and middle-income countries characterized by infrastructural limitations and operational uncertainties. This research introduces an advanced, data-driven predictive framework designed to forecast delivery delays by synthesizing granular, internal shipment-level data from the USAID Global Health Supply Chain Program (GHSC-PSM) with external country-level logistics capabilities indicators derived from the World Bank’s Logistics Performance Index (LPI). Rather than relying on retrospective trend analyses, this study employs machine learning algorithms such as Random Forest, XGBoost, Support Vector Machines (SVM), and Multi-Layer Perceptron (MLP) to detect …

J Mich Dent Assoc January 2025

The Journal of the Michigan Dental Association

Each month, the Journal of the Michigan Dental Association provides news, information, and features about Michigan dentistry to our state's oral health community and the MDA's 6,200+ members. It is the primary publication reaching Michigan dentists. The January issue sets the tone for February, the observance of Children’s Dental Health Month.

Michigan Academy of Pediatric Dentistry President Jessica Bentoski welcomes readers to this special issue, which features a cover feature on “Approaches to Care for Children with Special Needs in Dental Settings: Desensitization and Teledentistry” and a supporting article on “General Dentists’ Education, Knowledge, Attitudes, and Behavior Concerning the Effects …

To Compare Is Human: A Review Of Social Comparison Theory In Organizational Settings, Michael J. Matthews, Thomas K. Kelemen

Management Faculty Publications

Social comparisons are one of the most ubiquitous behaviors that individuals, groups, and firms undertake. In particular, social comparison theory is based upon the premise that actors are motivated to engage in comparisons and that decisions throughout this process impact employees’ core self-evaluations, team relations, executives’ behaviors, firm prestige, and more. However, despite the prevalence of the phenomenon—and thereby the frequent application of the theory in organizational studies—a synopsis of the theory’s underpinnings and extant findings remains absent. Here, we present a state-of-the-art review that summarizes the theory’s history and mechanics and critically examines how social comparison theory has been …

The Impact Of Using Artificial Intelligence (Ai) On Employer Branding, Doaa Ayoub, Sherine Fathy El-Fekey, Malak Walid

Business Administration

Artificial Intelligence (AI) is revolutionizing Human Resource Management, enhancing efficiency, accuracy, and strategic capabilities as companies want to stay competitive in the global market. In recent years, AI has transformed numerous facets of business operations, especially in the development of employers’ branding strategies. Additionally, one-third (36%) of HR professionals anticipate a high use of AI in the next two years, while 61% expect at least moderate use within a year. AI enhances employers’ branding - fostering a work culture that attracts and retains top talent in the global market. Furthermore, the contribution of AI in improving employers’ branding strategies has …

“Tw-Ironic": The Ironic Consumption Of Media Examined Through Twilight, Sydney J. Rooney

Pell Scholars and Senior Theses

“It’s so bad it’s good” is a phrase often uttered in order to justify watching, reading, or listening to a piece of media with a poor reputation. In the 20 years since the first novel’s debut, the Twilight saga has become renowned for its massive level of popularity and influence. However, it has also faced a great deal of backlash and criticism for a variety of reasons, which affected the nature of the fan base. Through analysis of short-form content, the ironic consumption of Twilight media is observed in contemporary times.

A New Frontier In Political Communications: Analyzing The Electoral Influence Of The 1960 Televised Presidential Debates, Leah Spengler

Pell Scholars and Senior Theses

Although Kennedy’s success in the 1960 election is often attributed to his performance in the first televised presidential debates, I contend that the party affiliation of voters and proposed policies by Kennedy, specifically those targeting civil rights, held more weight in securing his victory. The Kennedy image had been carefully curated for over a decade prior to the election, and Kennedy’s performance in the first televised debates reinforced the calm and collected impression he wanted to make to the American people. While his debate performance held significance as it was the first to be televised and led to a discrepancy …

Instruments Implementation Audits And Development Strategies For Taiwan As A Non-Member State Of The Imo, Hui-Huang Tai, Tun-Hao Hsu

Journal of Marine Science and Technology–Taiwan

The International Maritime Organization (IMO) has formulated numerous maritime-related conventions. The promotion of mandatory audits is required to ensure that the implementation of maritime management systems in various countries complies with the IMO Instruments Implementation Code (III Code) and that both member states and non-member states implement these conventions. This is not only an obligation but also a responsibility for all countries to promote the development of the maritime industry. This study investigates how Taiwan, one of the non-member state of the IMO, implements the audit process and develops future implementation strategies for various maritime conventions. This issue is of …

Dei Initiatives Through The Eyes Of Young Consumers: Analyzing Gen Z And Gen Alpha Brand Perceptions, Rachel Stephany

Honors Program Theses

No abstract provided.

Sticky Valuations, Systemic Risks: Quantifying The Denominator Effect Of Private Equity Holdings In U.S. Public Pensions, Rutvij Thakkar

CMC Senior Theses

U.S. public pension systems have increasingly adopted the "Yale Model," shifting assets under management into private equity to capture excess returns. However, the valuation asymmetry between marked-to-market public equities and smoothed private net asset values creates a mechanical denominator effect during market downturns. This thesis quantifies this passive allocation drift using a fixed-effects panel regression of 2,706 observations from 182 U.S. public pension plans between 2005 and 2024. I find that a 10 percentage point decline in public equity returns mechanically increases private equity allocation by 50.5 basis points, an effect that amplifies to 55 basis points during systemic crises. …

Impact Of International Trade Competitiveness On Unemployment And Poverty Reduction In Ecowas Region, Ikubor Ofili Jude, Yahaya U. Isah, Ojih U. Abraham, Mazeli O. Mark, Abdul Y. Mary

DLSU Business & Economics Review

This study investigates the impact of trade competitiveness on unemployment and poverty in the ECOWAS region. The study relied on POLS, FE, and RE techniques to analyze the impact of export value and trade openness on unemployment and poverty in the ECOWAS region from 2001 to 2020. Annual time series data were sourced from World Bank and World Integrated Trade Solution databases. Major findings from this study show that unemployment responds strongly and favorably to export value and trade openness, whereas poverty responds favorably to trade openness. Further investigation revealed that trade regulatory environment is a determinant of unemployment and …

A Comparative Analysis Of Hedging And Safe-Haven Properties Of Cryptocurrencies And Commodities, Tari M. Karimo, Ochoche Abraham

CBN Journal of Applied Statistics (JAS)

No abstract provided.

Democratization Of The Private Markets?, Colleen Baker, Christina M. Sautter

Faculty Journal Articles and Book Chapters

U.S. initial public offerings are declining and the amount of private market assets under management are exploding. Simultaneously, the number of retail investors opening taxable brokerage accounts is increasing. Private market assets are hot. Everyone–both institutional and retail investors–wants in on the action. Yet considerations such as financial resources and U.S. securities laws make such investment less accessible for many retail investors. In this short article, we explore this changing investment landscape and, specifically, one development within this craze: retail investments in private company shares via closed-end funds (or CEFs).

Recently, CEFs like ARK Venture Fund and Destiny Tech100, Inc. …

A Policy Analysis Of Performance Based Funding In Colorado, Nicholas G. Dix

Theses and Dissertations

The researcher used a quantitative approach to examine the effects of performance-based funding policies in Colorado. Specifically, the researcher focused on postsecondary access for Pell-grant eligible and underrepresented minority students. Using a doubly robust difference-in-differences design, the study compares two PBF policy iterations (2.0 and 3.0) to assess the effectiveness of those polices on public four-year degree granting universities in Colorado. The researcher assessed from the data that PBF has no significant impact on Pell-eligible postsecondary accessibility, but PBF has a slightly significant impact on URM accessibility.

The research is grounded in institutional theory and resource dependence theory. The research …

Tech-Forward Learning: Text-To-Speech Impact On Catholic High School Students, Dennise A. Leyva

Theses and Dissertations

This phenomenological study was conducted to improve instructional support for diverse learners in a Southeast Florida Catholic high school by exploring teachers’ use of the Apple iPad accessibility feature, text-to-speech (TTS). Although this Catholic high school implemented a 1:1 iPad program, many teachers had limited experience using the built-in TTS feature to meet the diverse needs of students, including English Language Learners and those with reading difficulties. Teachers often used conventional approaches that failed to integrate assistive technology for inclusive and equitable learning.

The researcher conducted in-depth semi-structured interviews with six high school teachers to examine their experiences implementing the …

Trash To Textiles: The Journey Of Recycled Plastic In Fashion, Abigael Rasmussen

Honors Theses - Providence Campus

Plastic is all around us in modern America and in the world. Plastic is found in our vehicles, clothing, houses—it’s even made its way into our food, our septic systems, our oceans, and even our rain (Seferian). Plastic waste is a very pressing issue that brings up many environmental challenges: microplastics, landfill buildup, air pollution, soil contamination, water contamination etc. The textile industry is a major contributor to plastic pollution with the rise of fast fashion (Bandera). To combat this, textile and environmental scientists are exploring ways to transform plastic waste into usable textile materials through upcycling, “transforming mixed plastic …

Modeling Healthcare Managerial And It Sophistication, Gary Hackbarth, Teuta Cata

Journal of International Technology and Information Management

Sophisticated healthcare managers understand that managing information and selecting technology are two related but separate skill sets. Information Technology Governance (ITG) allows healthcare organizations to deal with complex issues, compete effectively, and support patient needs by integrating managerial and IT sophistication to improve business performance. An organizational model that merges IT and managerial sophistication by improving ITG to forecast business outcomes must grasp the intricacies of technology to acquire, manage, and utilize information technology in alignment with business strategies. The proposed model differentiates between internal and external IT management strategic thinking, emphasizing the critical need to govern IT effectively by …

2025-2026 Craft Academy Student Handbook, Morehead State University. Office Of Communications & Marketing.

Communications and Marketing Publications Archive

The 2025-2026 Craft Academy Student Handbook.

Relationship Between Financial Literacy And Financial Behavior Among Seventh-Day Adventist Full-Time Pastors In The North American Division Of The Seventh-Day Adventist Church, Edwin G. Romero

Dissertations

Problem

This investigation intended to examine the relationship between the financial literacy components of full-time pastors and their financial behavior components. Many pastors struggle with their finances and often retire unprepared due to having inaccurate or incomplete knowledge of relevant financial information and planning strategies.

Method

This study adopted a quantitative, descriptive, and correlational approach to investigate the financial and demographic characteristics of pastors. The questionnaire completed by participants was the financial literacy questionnaire developed by Stella et al. (2020), which helped measure general financial literacy among full-time pastors, and the Financial Management Behavior Scale (FMBS) developed by Xiao (2008) …

Analyzing Real-Time Behavioral Shifts In Response To Tourism Policy Using Google Trends Data And Advanced Difference-In-Differences (Did) Methods, Aaron Bradley Scott

Doctor of Business Administration Dissertations

Google Trends is a publicly available aggregate search data portal that allows researchers to capture and review search interests. This dissertation analyzes real-time behavioral shifts resulting from tourism policy changes in Venice, Italy using Google Trends data. This work contributes to the current literature in DiD modeling, by using information-seeking behavior that is ahead of observable, lagged, outcomes. Through the integration of recent DiD advancements, this work further extends DiD applications in tourism econometrics, and a case-example of real-world tourism policy assessment. This dissertation highlights changes in search behavior immediately following policy implementation. Additionally, this work highlights Google Trends as …

Market Reactions To Disruptions In The Aerospace Industry: An Event Study Analysis Of Abnormal Returns And Corporate Resilience, Rose L. Lauture

Doctoral Dissertations (DBA)

This study examines the effects of component failures, regulatory actions, and safety violations on stock returns and market volatility in the U.S. aerospace sector. Using FAA incident reports, WRDS market data, and corporate disclosures, the analysis combines event study methodology with ARCH/GARCH volatility models and a multiple regression approach. The results reveal that while incident frequency does not significantly affect stock prices measured by abnormal returns, firm-specific financial indicators—such as cash holdings and book-to-market ratio—play a substantial role. The study highlights the limited explanatory power of traditional regression models and calls for the inclusion of market risk and investor sentiment …

Bringing Self-Determination Theory To The Forefront: Examining How Human Resource Practices Motivate Employees Of All Ages To Succeed, Rick A. Laguerre, Janet L. Barnes-Farrell

Management Faculty Research and Publications

Self-determination theory (SDT) is widely used in human resource (HR) practice studies to explain how HR practices impact work outcomes. However, there is little empirical evidence establishing the complete SDT mediational process in the HR domain, which entails basic psychological needs and motivation acting as mediators of relations between HR practices and work outcomes. The present study addresses this issue with a mixed methods approach. Using an item classification task with subject matter experts (N = 48), HR practices were classified as autonomy-, competence-, and relatedness-supportive. Based on this scheme, we tested an SDT-based conceptual model in a three-wave …

Acc 362: Cryptoassets & Accounting Implications, Sean Stein Smith

Open Educational Resources

AI Policy and course materials (case studies) for course ACC 362: Cryptoassets & Accounting Implications.

Budgeting For Social Equity: Exploring The (Nearly) Unknown, Bruce D. Mcdonald Iii, Sean M. Mccandless

School of Public Service Faculty Publications

Public administration has become increasingly concerned with social equity, particularly in budgetary processes. Local governments have adopted so-called equity budgeting practices, yet little is understood about how and why they are adopted; what budgeting practices are deemed social equity budgeting versus traditional budgeting; what is required to adopt and implement social equity budgeting successfully; and how success is measured. We analyzed government and nonprofit documents on social equity budgeting, followed by interviews with local government budget directors serving “early adopter cities” of social equity budgeting practices. We developed a framework of social equity budgeting practices to link the findings regarding …

Salary Negotiation Dynamics For Athletic Trainers: Insights From Employers On Expectations And Organizational Influences, Julie M. Cavallario, Forrest Andrews, Kendallyn Johnson, Katherine Schalk, Cailee E. Welch Bacon

Rehabilitation Sciences Faculty Publications

Context

While researchers have previously identified that most athletic trainers (ATs) do not negotiate their salary, little is known about employers' expectations and behaviors relative to establishing and negotiating salaries for the ATs they hire.

Objective

To examine employers' expectations and behaviors regarding AT salary negotiation.

Design

Cross-sectional.

Setting

Web-based survey.

Patients or other participants

413 employers who are in a role that requires them to negotiate salary offers with prospective AT employees and who have minimally hired one AT into the organization they work for accessed the survey from a random sample of 7,000 ATs (6% access rate); 324 …

How Art Centers In Michigan Use Social Media To Communicate Mission, Alexandria Milot

Master's Theses and Doctoral Dissertations

The use of social media for marketing purposes has become a widespread practice for nonprofit and for-profit organizations. Social media can assist in communication efforts in many ways, including communicating an art center's mission. However, with limited documentation of the use of social media marketing within these organizations, it can be challenging to know how current art centers are using social media and if their social media marketing strategy is reaching their intended audiences. This research explores how art centers in Michigan use social media to communicate their mission to their audience and if it matches the organization’s original purpose …

Persistent Reading Deficiencies In Early Education, William Steven Reed

Electronic Theses and Dissertations

This qualitative case study investigated early reading teachers’ perceptions of the instructional practices they use to identify early elementary student reading proficiency, including unique challenges they face when addressing the development of early reading skills. The researcher investigated eight first and second grade teacher classrooms during the 2023–2024 school year through collective interviews, observations, and related school data. The researcher performed a qualitative analysis of the collected data to reveal varying themes that support recommendations to reduce persistent reading problems among early elementary students. Using purposeful sampling to select licensed, experienced participants, the insights of eight early elementary reading teachers …

A Mixed Methodology Study On Effective Products And Services For Consulting Firms, Doc S. Dillard

Doctor of Education Dissertations

This study evaluated organizational effectiveness within small- to medium-sized educational technology and technology-adjacent organizations for consulting firms to develop appropriate products and services for clients. This allowed consulting firms to develop innovation in their approaches. More specifically, this research supported consulting firms specializing in educational technology in developing products and services for industry leaders to improve organizational effectiveness. The research employed a mixed methodology consisting of 10 educational technology leaders. Data were collected from survey questions and through evaluating related literature. The literature compiled included organizations across education, technology, and technology-adjacent industries. The research evaluated organizations through McKinsey’s 7S framework. …

Career And Technical Education: Evaluating The Benefits Of Partnerships Among Schools And Organizations, Rosalynn Tennie

Doctor of Education Dissertations

Employers are experiencing skill gaps when hiring employees. Employability skills are taught in high school through Career and Technical Education (CTE) courses. High school students receive hands-on experience through work-based learning opportunities such as internships with the help of organizations in the community. The partnership between schools and organizations is vital to the success of internships. This study investigated the lived experiences of organizations that offered internships to high school students. The study focused on a school district in the northeastern central region of North Carolina. The primary method of data collection used in the study was interviews. The interviews …

Candidates' Perceptions Of A University's Consultancy Requirements With For-Profit/Nonprofit Partnering Organizations, Candace S. Parson

Doctor of Education Dissertations

This dissertation in practice is an action research study that investigated the perceptions of students within the Doctor of Education in Organizational Leadership (DEOL) program under the University College of Education experiences in consultancy organizational partnerships in terms of key benefits, key factors, and barriers/limitations that existed in the partnership. This study provided feedback to the University College of Education that was used to understand candidates’ experiences, it identified continuous improvement and developmental opportunities that will be used to evaluate consultancy organizational partnerships. A qualitative research design was used to collect data from 10 DEOL students via one-on-one interviews. The …

Afrofuturism–It's A Different World: Exploring Tools For Culturally Relevant Black Student Leadership Development, Richard D. Brown

Doctor of Education Dissertations

This dissertation explored culturally relevant strategies for Black student leadership development within university multicultural centers, focusing specifically on student leaders affiliated with Black identity-based organizations. Conducted in partnership with a large public land-grant university in the United States Midwest, this study recognizes that traditional student leadership development programs often fail to address the varied cultural realities of Black students. A mixed methods sequential explanatory design approach was used, combining survey data with qualitative interviews and analyzed using a phenomenological lens. Guided by the McKinsey 7S Framework, this study identified strengths and gaps in organizational strategy, structure, systems, style, staff, skills, …