Digital Commons Network^™

Fifty Years Of Research In The Commonwealth Of The Bahamas: A Quantitative Thematic Analysis Of Scholarly Output, Amina Moss, Krista D. Sherman, Williamson Gustave, Kathleen Sullivan Sealey, Charlotte Dunn, Nicola Simone Smith, Lindy Knowles, Christy Gibson

Gulf and Caribbean Research

This study presents the first longitudinal bibliometric mapping of peer—reviewed research on The Bahamas, analyzing 12,113 Web of Science records (1975–2025) using CiteSpace v.6.4.R2. We identified 36 co—citation clusters (modularity Q = 0.7967; silhouette = 0.9231) and 28 keyword clusters (Q = 0.7523; silhouette = 0.8695), revealing 8 thematic trajectories over 5 decades. Early research (prior to 1990) focused on carbonate geology and sea—level dynamics across the northwestern Bahama Platform and Blake—Bahama Basin (Cluster#0, silhouette = 0.939). From the 1990s–mid—2000s, attention shifted to marine fisheries, Aliger gigas, coral reefs, and ecological resilience (Cluster #1, n = 203). In the …

Early Stem Impressions, Student Engagement, And Readiness For Digitalization, Myron Sheu

Journal of International Technology and Information Management

This study examines how early impressions of science, technology, engineering, and mathematics (STEM) shape business students’ learning behaviors and, ultimately, their readiness for organizational digitalization. Focusing on gender differences, subgroup identities, and perceived obstacles, the analysis uses survey data processed through correlation matrices, regression models, and subgroup heatmaps to trace the relationship between initial attitudes toward STEM and subsequent engagement patterns. The findings reveal consistent links between positive early impressions and active participation in structured STEM activities, along with gender-based distinctions in action preferences. Subgroup analyses further uncover nuanced patterns where stereotypes or perceived barriers correspond with reduced engagement. Collectively, …

The Crowdfunding Paradox In Crisis: Rising Funder Demand Vs. Declining Entrepreneur Supply, Dan Liu, Guangzhi Shang, Cynthia Fan Yang

Journal of International Technology and Information Management

This study investigates how the crowdfunding marketplace responds to major crises, focusing on behavioral shifts among funders and entrepreneurs. Results show a dual impact on platform dynamics. On the demand side, funders become more engaged, with notable increases in the number of backers, average contributions, and total pledge amounts. This heightened activity suggests stronger altruistic motivations, as individuals view crowdfunding as a way to support others during difficult times. On the supply side, however, entrepreneurs act more cautiously, leading to a decline in new project launches. This drop likely reflects increased risk aversion and uncertainty as creators navigate volatile conditions. …

The Information And Communication Behaviors Of Marcus Garvey And The Universal Negro Improvement Association (Unia), Janet Douglas-Pryce

Selected Full Text Dissertations, 2011-

Marcus Garvey, social activist and founder of the Universal Negro Improvement Association (UNIA) in the early twentieth century, has been widely studied for his Pan-African approach to the social upliftment of Black communities during a period marked by segregation and systemic injustice. His messages of empowerment attracted global attention and supported the growth of a movement that reached more than one million members worldwide. While Garvey and the UNIA have been examined from historical, political, and cultural perspectives, they have not been systematically studied through the lens of information and communication behavior. This study examines the information and communication behaviors …

Can An Experienced Qualitative Researcher Distinguish Ai From Human Qualitative Content Analysis?, Alexandra T. Lucas, Jianna Ramos, Maria Bajwa, Aaron Calhoun, Mark W. Scerbo, Janice C. Palaganas

Psychology Faculty Publications

Background

Artificial intelligence (AI) has become increasingly embedded in research workflows. Large language models (LLMs) are being used to code segments of text, organise codes into themes and interpret patterns within contexts. Recent comparisons between human and AI analyses demonstrate up to 80% thematic overlap, yet humans consistently exhibit deeper interpretive integration and contextual understanding. This study assesses whether experienced researchers can distinguish between entirely human-generated and AI-generated qualitative content analyses of a simulation debriefing.

Methods

We conducted a qualitative descriptive study comparing human-generated qualitative content analysis (QCA) with ChatGPT-4o-generated QCA using a single focus group transcript on emotion management …

Using Data To Identify Gaps And Improve Institutional Collecting In Public University Archives, Hannah Pryor

Faculty and Staff Scholarship

This article describes a project undertaken to assess the university records held by Archives & Special Collections at the University of Louisville. The intention was to identify potential gaps in permanent university records and other university records that fall under relevant collection policies, such as those documenting faculty, staff, and student life. This project included generating a report of accession records in ArchivesSpace, conducting data cleanup, coding qualitative data, creating visualizations, and analyzing findings, with the aim of prioritizing outreach to university units and assisting with future backlog processing and reappraisal. The findings identify ways to improve records management and …

Cisheterosexism In Lgbtqia+ Health Resource Guides, Vanessa Kitzie, Olivia Reed, Amirezza Kalantari

Faculty Publications

Cisheterosexism in LGBTQIA+ Health Resource Guides Vanessa Kitzie, Amirezza Kalantari, Olivia Reed University of South Carolina, School of Information Science [email protected] Limited healthcare resources lead many LGBTQIA+ people to peer networks, often accessed via search engines to find community-created health resource websites [1–3]. Academic library guides benefit privileged LGBTQIA+ identities [4], but little is known about community guides, which may reinforce cisheterosexist narratives, causing stigma and stress [5, 6]. This study addresses this gap by scraping Google results for LGBTQIA+ health resources across US states, examining how cisheterosexism shapes health topics, geography, and representation of LGBTQIA+ populations. We hypothesize that …

Getting To Guidelines: Corralling Competing Needs At Cuny, Jahanara Alamgir, Yujin Lee, Rachael Nevins, Jojo Karlin, Andrew Mckinney

Publications and Research

This case study examines how the City University of New York (CUNY) developed guidelines for the use of generative artificial intelligence (genAI) in the creation of open educational resources (OER). CUNY is the nation’s largest urban public university, with 26 campuses distributed across New York City’s five boroughs. CUNY includes 7 community colleges, 11 senior colleges (3 of which are comprehensives), and 8 graduate, honors, and professional schools. Since the 2017-2018 academic year, CUNY’s OER Initiative has received $4 million a year of state funding to support the creation and use of OER across the university system. The OER Initiative …

Drafting Policy To Address Academic Integrity: The Other Ai In Education, Elizabeth Burns

STEMPS Faculty Publications

The article focuses on the role of school librarians in drafting policies to address academic integrity amid the increasing use of artificial intelligence (AI) in K-12 education. It defines AI, including generative AI (GenAI), and discusses both the challenges and opportunities AI presents for teaching and learning, emphasizing the need for clear guidelines on ethical use. The article outlines three common AI policy models—permissive, hybrid, and restrictive—and stresses the importance of collaboration between librarians and teachers to establish consistent expectations, promote critical thinking, and ensure proper attribution of AI-generated content. School librarians are positioned as key facilitators in guiding students …

“So They Know The Library Is A Space For Them”: School Librarians’ Understandings And Perspectives On The Significance Of Diverse Representation In Book Collections, Kim R. Krutka

STEMPS Faculty Publications

This exploratory survey distributed to Texas school librarians was designed to gain insight into the significance of diverse representation in school libraries based on school librarians’ understandings and perceptions. Rudine Sims Bishop’s metaphor of books as “mirrors and windows” was a foundation for this study. Foundational and critical literature related to this metaphor and diverse representation as well as an interpretivist approach were used to guide the methods and analysis. Conclusions from this study support a narrative of school libraries related to diverse representation through four themes: librarians center students in practices and decision-making; librarians believe in the power of …

Navigating The Ai Maze: Evaluating Emerging Tools In Academic Databases, Grace Norris, Grace Allbaugh, Eric Willey

Faculty and Staff Publications – Milner Library

Library database vendors have recently begun introducing AI tools to their platforms at an increasing pace. While some of these tools cannot be turned off, some can, leaving libraries to make the decision with little in the way of past practice to rely on. There has been considerable research done on the generally available large language models (LLMs) but less on methodologies for evaluating platform add-on tools. This paper outlines the development of such an evaluation process at an R2 academic library in the US, from conception to implementation. It offers practical insights on bringing in stakeholders across the library …

Examining Challenges For Sociology Master’S Degree Students At California State University, David Ortuno

University of the Pacific Theses and Dissertations

The purpose of this study is to identify the lived experiences of CSU sociology graduate students pursuing a master’s degree. Seven sociology graduate students from six of the eight (75%) total sociology MA programs throughout the entire CSU system were interviewed. Their responses were designed to analyze the support systems and challenges they face while pursuing a master's degree, as well as to investigate whether their experiences correlate with or fail to correlate with the promises in the CSU mission statement, and to answer the study’s research questions and achieve the purpose of this qualitative study.

Four themes emerged from …

The State Of Funding For Curriculum Materials Centers And Collections, Caitlin Stewart, Jenelle Johnson

Faculty and Staff Publications – Milner Library

Using Spearman’s rank correlation coefficient, researchers analyzed whether there was a correlation between education student enrollment and curriculum materials center/collection (CMC) budget across eighty universities in the United States. Findings indicate that there is a positive correlation between those variables, although the relationship is weak. Universities with large education programs tend to have better-funded CMCs; however, variability across institutions is still significant. Findings suggest that many university CMCs may be comparatively underfunded based on student enrollment in education and historical trends.

Fifty Terms Or More: Researching Curriculum Materials Centers, Caitlin Stewart

Faculty and Staff Publications – Milner Library

Curriculum materials centers (CMCs), or specialized, localized collections of P-12 educational resources to support teacher preparation programs in higher education, are referred to by fifty unique terms in the Directory of Materials Centers and Collection 8^th edition. Education Source (Ebsco) and Education Research Index (ProQuest) were searched with all distinct terms as keywords. The number of search results in the controlled search environment were logged, and all search results returned were coded as highly, somewhat, or not definitionally relevant to the established definition of a CMC. Recommendations are given for how to best search for highly relevant CMC literature, …

Toward A Centralized Cross Domain Database For Reproducibility And Replicability Studies, Rochana R. Obadage, Sarah Rajtmajer, Jian Wu

Computer Science Faculty Publications

Reproducibility and replicability (R&R) are structural properties of scientific knowledge, yet existing R&R evidence remains fragmented across domains and initiatives. We present an ongoing effort to develop a centralized, cross-domain database of R&R studies that links published works to their corresponding R&R attempts and supporting assessments. Bibliographic metadata and title-based matching through scholarly indexing services identify canonical records and persistent identifiers. A heuristic, uncertainty-aware matching algorithm supports intra-source and inter-source deduplication, complemented by manual review of ambiguous cases. A unified schema accommodates heterogeneous assessment frameworks and records original studies, R&R studies, assessments, aggregated summaries, and source provenance. The database currently …

Assigning Library E-Books As Textbooks: An Examination Of Collection Development Policies And User Education Practices At Minority-Serving Institutions, Michelle Ehrenpreis

Publications and Research

Assigning library e-books as course textbooks can help to alleviate the financial burden of college for many students. Accordingly, libraries include e-books in their collection development policies and strive to educate users on the availability of these texts via the use of library research guides. Previous studies discuss library collection strategies and intentions to use e-books as textbooks, but do not discuss continuous or permanent plans. This study examined library policies at Hispanic Service Institutions (HSI’s) and Historically Black Colleges and Universities (HBCU’s) to evaluate how these libraries approach and document their acquisitions of library e-books. Research guides at the …

A Digitized History Of Undergraduate Student Government At The University Of Akron, Samuel Stillion

Williams Honors College, Honors Research Projects

The digitization process of a representative sample of the physical records of the University of Akron's Undergraduate Student Government held in the University Archives and Special Collections, including notes for future archive projects with the larger records of Undergraduate Student Government

Modeling Rank Distribution And The Relative Importance Factor Index In Discrete Power-Law Models: Application To Social Resilience Using The Scopus Database, Brian Llinas, Jose Padilla, Humberto Llinas, Erika Frydenlund, Katherine Palacio

VMASC Publications

Prior research on power-law distributions has primarily focused on modeling frequency patterns, with less attention given to rank distributions and how ranked positions reflect relative importance among elements. In discrete power-law distributions, frequency-based metrics often provide limited discrimination in the tail, where elements may exhibit similar counts but differ in relative dominance. These patterns are especially evident, for instance, in academic publishing, where keywords, affiliations, and citations commonly exhibit power-law behavior. To address this limitation, we introduce the Relative Importance Factor (RIF) Index, a statistical measure derived from the estimated discrete power-law rank distribution rather than an additional independent parameter. …

Reawakening Waⁿdat: Community Research & Reclamation, Darcy Allred

Theses and Dissertations

The Wyandot(te) have undergone language dormancy due to settler colonial impacts of warfare, refugee relocation, forced removals, and U.S. assimilation projects. One of the most pressing priorities among our people today is reawakening our ancestral language, Waⁿdat. The common follow-up question is: how? Through the conduit of Waⁿdat language reclamation, this project grapples with the above question in collaboration with the Wyandot(te) community, and in adherence to the tribal sovereignty of the Wyandotte Nation. The project engages with diasporic perspectives, community-based pedagogy design, and tribally specific research protocols and policies. The living collective knowledgebase with which I engage in this …

The Southeastern Librarian 73(4) Winter 2026 (Full Issue)

The Southeastern Librarian

No abstract provided.

Accessibility Services And Support In Small And Rural Academic Libraries, Robert M. Amerson, Deborah Tritt Harmon

The Southeastern Librarian

This exploratory study examines how small and rural academic libraries support students with disabilities. While grounded in a professional commitment to equitable service, these libraries often face challenges, such as limited staff, aging infrastructure, and stagnant funding. Survey results from 38 librarians reveal a strong dedication to accessibility, despite institutional constraints. Respondents identified barriers, such as insufficient training, inadequate resources, and minimal collaboration with campus disability offices. However, many also reported implementing personalized, student-centered services and cited the advantages of flexibility and close student relationships in small academic settings. The findings underscore the need for tailored support, increased training opportunities, …

Government Documents For All: Occupational Outlook Handbook, Tim Dodge

The Southeastern Librarian

The Government Documents for All column for the Winter 2026 issue of The Southeastern Librarian

The President's Column, Laura Slavin

The Southeastern Librarian

SELA President Laura Slavin's column for the Winter 2026 issue of The Southeastern Librarian

News From The States, Blake Denton

The Southeastern Librarian

No abstract provided.

Critical Connections: The University Of Tennessee And Oak Ridge From The Dawn Of The Atomic Age To The Present, Camille Mccutcheon

The Southeastern Librarian

Lee Riedinger, Al Ekkebus, Ray Smith, and William Bugg

Knoxville: University of Tennessee Press, 2024

ISBN: 9781621906544

488 pp. $39.95 (Hbk)

Archives And Children's Knowledge, Elliott Kuecker, Ashley Rockenbach

Publications and Research

This article argues for the importance of collecting works created by children—not just about and not just for—in formal archival collections. Framed through the ideas of legitimate knowledge and epistemic injustice, this piece combines notions important to children’s rights activists and childhood studies scholars with the role archives can play in preserving children’s knowledge through child-created materials. The authors describe how researchers struggle to find work created by children within archives, impacting the ability to create child-centered research that centers children’s views of the world as prominently as adult views of the world. Some collections that do include child-created materials …

“We’Re All In The Struggle Together”: The Experiences Of First-Generation Graduate Students During Covid-19, Rebecca Stallworth, Danielle E. Maurici-Pollock, Jade Obler, Rachel A. Starr

Publications

This study explores the experiences of first-generation graduate students (FGGS) during the COVID-19 pandemic, specifically the positive and negative impacts of the pandemic on their learning experiences and their implications for the design of online graduate programs that foster a sense of belonging.

Library Support For Massive Open Online Courses (Moocs) In The Philippines: The Case Of American Corners, Princess Grace Wooden, Darin Jan Tindowen

Library Philosophy and Practice (e-journal)

This study examined the role of libraries in supporting Massive Open Online Courses (MOOCs) in the Philippines, with particular focus on American Corners as library-based learning spaces. Grounded in the increasing demand for flexible and accessible education, the study aimed to assess the readiness of American Corner libraries and determine the extent of MOOC implementation, as well as examine the relationship between these variables. A quantitative descriptive-correlational research design was employed, involving 28 American Corner staff composed of directors and librarians from 14 participating institutions. Data were collected using a validated survey questionnaire and analyzed through frequency, percentage, weighted mean, …

Rethinking Library Opac: From Siloed Retrieval To Ai And Ml-Driven Discovery Using Fastapi And Mysql, Sukumar Mandal

Library Philosophy and Practice (e-journal)

The paper explores integration methods between MySQL and FastAPI to develop dynamic Online Public Access Catalog services including functionalities for modern libraries and information centers. It addresses evolving user expectations by replacing rigid keyword-based search models with adaptive, intelligent discovery experiences that prioritize search relevance. The goal involves transforming traditional library retrieval tools into contextual discovery platforms that effectively understand specific user intent and complex needs. The prototype was created on Ubuntu in a customized Python environment. It uses FastAPI to manage asynchronous API calls and MySQL to store bibliographic data. SQLAlchemy abstracts the database layer, and Pydantic validates data. …

Uncovering The Disciplinary Pulse Of Library And Information Science Through Large-Scale Topic Modelling Of Openalex Scholarly Literature, Sailendra Malik, Sukumar Mandal

Library Philosophy and Practice (e-journal)

Library and Information Science is among the oldest and intellectually pluralistic scholarly disciplines but the inner thematic structure has not been established. The article develops a systematic and data intensive mapping of the field by the Latent Dirichlet Allocation topic modelling to 7,824 articles in the English language indexed in OpenAlex in the year 2000 to 2025. A ten topic solution is an optimised solution that identifies a group of readable and sensible thematic domains including information literacy digital libraries scientometrics archives and scholarly communication. The analysis of temporal trajectory reveals that there have been consistent expansion at the emergent …