Digital Commons Network^™

Pie Chart Overview And Tenure And Promotion, Melissa L. Rethlefsen

PIE CHART

This presentation gives an overview of PIE CHART and additional material relating to open science in tenure and promotion. Materials included in this project were supported by the National Institute Of Neurological Disorders And Stroke of the National Institutes of Health under Award Number RC2NS138557. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.

Visual Aids And Numeracy In Healthcare: Leveraging The Drawing Effect, Zephyr J. Markley

Capstone Showcase

Healthcare decisions often require patients to interpret numerical risk information under stress, yet many struggle with low numeracy, which can distort comprehension and undermine informed consent. Well-designed visual aids can improve diagnostic inference, calibrate confidence, and support better choices, especially for patients with limited numeracy, but their impact depends on whether users can actually interpret the format accurately. Drawing may further enhance these tools by adding a tactile, generative layer that engages visual, semantic, and motoric processing while helping patients organize information into concrete models.

Passive visual aids appear useful but limited because they often position patients as observers rather …

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

Agricultural Evidence Synthesis At A Critical Juncture: Quality Gaps And Implications For Evidence-Based Agriculture, Chao Cai, Jane Yatcilla, Justyna Czader, Sylvie Brouder, Jeffrey Volenec

Libraries Faculty and Staff Scholarship and Research

Systematic reviews and meta-analyses have become essential tools for synthesizing evidence to guide agricultural policy and practice, yet whether these syntheses are themselves conducted with sufficient rigor has rarely been systematically assessed. This study provides a field-wide assessment of reporting quality in agricultural evidence synthesis, examining whether existing reviews are conducted with sufficient transparency and rigor to support the policy and practice decisions they are meant to inform. We drew a random sample of 244 systematic reviews and meta-analyses from a bibliometric dataset of 1,709 articles published between 1997 and 2023, evaluating reporting quality using a 12-indicator rubric across four …

Index To Peacock, Bonnie Petry

Peacock – John M. Pfau Library Newsletter

When Using This Index:

Until the Spring 2017 issue, there were no page numbers in the newsletter.  Also, digitization adds a cover page.  Therefore, Adobe Acrobat-supplied page numbers were used in this index for the years 1997-2017.

From the Spring 2017 issue to the present, Peacock’s own page numbers have been used.

This index first compiled by Bonnie Petry in 2026.

Towards Developing A Career Technology Fit Framework And Analyzing Its Influence On Work-Related Outcomes Among It Professionals, Gunjan Tomer

Journal of International Technology and Information Management

With growing attrition rate and significant demand for skilled IT professionals, the importance of studying their behaviour has become important for both academia and industry. Despite ample amount of research, there is still a gap between theory and practice. Based on our qualitative study conducted on Indian IT professionals we propose that technology allocation might contribute in understanding the behaviour of IT professionals. We found that IT professionals evaluate the technology allocated to them based on their individual career motives. This evaluation, either positive or negative, influences their job outcomes. Further, we explored the factors that make a technology preferable …

High Technology And The Developing State: The Arrival Of Supercomputers In India, Ramesh Subramanian

Journal of International Technology and Information Management

While India has made vast strides in information technology in the last few decades, its success is mainly attributed to its software, rather than its hardware sector. In fact, India’s attempts at developing computer hardware that can match international standards have largely been unsuccessful. A notable exception is its development of a series of supercomputers that match and exceed many international standards. This paper looks at an interesting period in India’s computing history – namely the 1980s and 1990s – focusing on its development of an indigenous supercomputer. During that period, supercomputers were thought to be the sole privy of …

Responsible People Analytics For Remote-Work Decisions: A Machine-Learning Benchmark For Classifying Perceived Productivity, Ruth Menjivar, Nima Molavi, Narges Mashhadi Nejad

Journal of International Technology and Information Management

This study examines whether employee-perception survey data can support responsible people-analytics decisions about remote-work productivity. Using the public New South Wales (NSW) Remote Working Survey 2021 (N=1,512), the study benchmarks statistical and machine-learning classifiers for self-reported perceived productivity classes (same, less, or more productive when working remotely relative to onsite work), not objective output, under default, class-weighted, and resampling protocols. Main evidence comes from 5×5 repeated stratified cross-validation using macro F1 and balanced accuracy with fixed model specifications. Class-balanced separability is modest. Random Forest, CatBoost, and LightGBM form a leading cluster with overlapping confidence intervals (macro F1 ≈0.51–0.52). Affective/well-being items, …

The Value Of Personal Data Ecosystems: A Flemish Media Sector Case Study, Maarten De Mildt, Melanie Verstraete, Sofie Verbrugge, Didier Colle

Journal of International Technology and Information Management

Personal Data Stores (PDSs) have been proposed as a privacy-preserving approach to data sharing that increases individual control over personal data while enabling new forms of cross-organizational collaboration. This collaboration leads to the emergence of Personal Data Ecosystems (PDEs). Despite growing interest in PDEs, limited research has examined how the organizational and economic barriers identified in prior studies manifest in practice. This paper investigates these challenges through a case study of the Flemish media sector within the Solid4Media project, which explores the use of PDSs to support data sharing and personalization across media organizations. Using a qualitative research design, data …

Generative Ai For Born-Digital Collections: A Case Study For Metadata Management In An Institutional Repository, Tang (Cindy) Tian

Journal Articles

This case study examines the application of generative artificial intelligence (AI) tools, specifically ChatGPT-4o, ChatGPT-5, and Google Gemini 2.5 Flash, to streamline metadata extraction and creation for a born-digital collection within a digital repository environment. Testing four descriptive metadata elements—titles, abstracts, keywords, and full-text URLs—the study shows that AI improves efficiency in structured tasks but remains limited in semantic ones such as keyword matching. Results demonstrate that AI can streamline metadata workflows for small or resource-constrained institutions while emphasizing the continuing importance of human oversight and ethical responsibility in AI-assisted metadata workflows.

Ain’T Nothing Like The Real Thing: How Legal Research Programs Can Provide The Needed Safety Rails For Pro Se Litigants Using Ai In Litigation, Nicole Belbin

Faculty Scholarship

An estimated 92% of legal needs go unmet in America, leaving a growing number of pro se litigants to “manage their own cause.” Between 2000 and 2019, 27% of all civil cases filed in U.S. District Courts, totaling 1,501,079 cases, had at least one party without attorney representation. The legal profession is abuzz about the potential for generative artificial intelligence (GenAI) tools to “smooth out any mismatch between available resources and urgent needs in our court system”; however, “hallucinations” have quickly proved a limitation to reaching this technology’s full potential. The complexity of legal research and analysis increases the chance …

Designing Ai-Aware Media 101 Curriculum Through Faculty–Librarian Collaboration, Miranda Gale Smith, Elizabeth Oppe

2026 Scholarly Teaching Conference: Concurrent Session Papers

This presentation explores faculty–librarian collaboration as a teaching practice. It will inform attendees about the work done by a faculty member (Elizabeth) and a Student Success & Instruction Librarian (Miranda) to design and implement an AI-aware curriculum into an existing Media 101 course at West Virginia University. This resulted in the careful integration of subject-specific and information literacy expertise into the course’s curriculum. More broadly, this is meant to illustrate that in terms of practice, treating AI-aware curriculum development as a shared, iterative process grounded in mutual respect for distinct but complementary forms of knowledge has the potential to yield …

Info 7000: Fundamentals Of Library And Information Science, S E. Hackney

Open Educational Resources

This course is designed to serve as a broad introduction to the field of Library and Information Science, to give you a general idea of the history, norms, prevailing trends, and future directions of the field and the professions associated with it. This includes ‘traditional’ librarianship, archives, museums, and other cultural heritage institutions, as well professions in the information, data, and technology sectors. This course will delve into the labor that the people in these professions do, and introduce some of the skills and knowledge needed to do that work.

Generative Ai Peer Tutoring To Support Peer-Reviewed Source Identification And Evaluation, Rae Mair, Michelle Kelley, Taylar Wenzel, Andrea C. Borowczak, Yuqing Li, Mike Borowczak

Faculty Scholarship and Creative Works

This chapter explores the design and evaluation of a generative artificial intelligence peer tutor prompt to support college students in identifying and evaluating peer-reviewed sources for academic research. Grounded in literature on peer tutoring, Socratic dialogue, and AI-supported learning, the authors describe an iterative prompt engineering process designed to transform large language models (LLMs) into Socratic-style peer tutors capable of scaffolding student reasoning without completing tasks for them. Five guiding criteria for an effective peer tutor shaped development and evaluation: cognitive congruence, step-by-step guidance, avoiding giving answers, adaptability to student level, metacognitive transparency, and following assignment directions. Across multiple human-centered …

Practical Strategies For Instructional Faculty And Librarians Designing Accessible Instructional Materials, Rachel E. Trnka

Faculty Scholarship and Creative Works

While discussions of the accessibility of instructional materials are not new, librarians and instructional faculty are facing increased pressure to ensure the accessibility of their materials in the wake of the COVID-19 pandemic’s rapid shift to online education. Many faculty and librarians, however, do not receive adequate training and support in the area of accessible design. In addition, there is often confusion about who is responsible for ensuring the accessibility of instructional materials in higher education environments. This paper presents practical strategies for librarians and instructional faculty to identify readily available resources, create inventories of their own instructional materials, identify …

Determinants Of Digital Piracy: An Integrated Model, C. Christopher Lee, Peiyao Chen

Journal of International Technology and Information Management

Digital piracy is a form of copyright infringement, and challenges persist in addressing it effectively. Accordingly, understanding why people engage in digital piracy is crucial. Although prior studies have examined digital piracy from multiple perspectives, existing studies on the explanatory factors of digital piracy remain fragmented. To address this research gap, this study develops an integrated model that incorporates key theoretical perspectives, neutralization theory, social learning theory, and the theory of planned behavior (TPB), along with key determinants including gender, age, and the technology factor. Rather than conducting a meta-analysis of previous studies, this study adopts a survey-based approach to …

Online Community Dynamics: An Analysis Using Louvain During Major Sporting Events, Anushka Jaint, Yashodhan Karulkar, Kashish Jindal, Sri Sai Harshita Gadavarthi, Sanya Gulati

Journal of International Technology and Information Management

With the power of social media transforming the way people connect and interact with each other, the dynamics of community formation on platforms such as X during major events are of crucial importance. While social media is an increasingly key driver in determining interactions, little is known about the online influence forming and developing fan communities in high-stakes events. This study looks into the development of user communities for datasets drawn from Kaggle on two of the world’s largest sporting events: the FIFA World Cup 2022, or football, and the T20 World Cup 2022, or cricket, with the aim of …

Blockchain As A Digital Coordination Infrastructure For Project Management: A Systematic Review And Integrative Framework, Cherie Bakker Noteboom, Sai Neelima Seru, Aravindh Sekar

Journal of International Technology and Information Management

Blockchain technology has gained increasing attention as a digital infrastructure capable of improving transparency, trust, and coordination in complex, multi-organizational project environments. However, existing research on blockchain-enabled project management remains fragmented and industry-focused, providing limited guidance for organizational adoption and integration. This study addresses this gap through a systematic literature review of 29 peer-reviewed studies, following PRISMA guidelines, to examine how blockchain capabilities are incorporated into project management practices across industries and maturity stages.

Grounded in Resource-Based View and Coordination Theory, the analysis employs a feature-to-process mapping approach to link six core blockchain capabilities—decentralization, transparency, immutability, smart contracts, traceability, and …

Educators' Uses Of Social Capital In K-12 Book Challenges, Danielle E. Sachdeva, Sue C. Kimmel

STEMPS Faculty Publications

In this case study, we apply understandings of social capital informed by Pierre Bourdieu and Nan Lin to analyze how seven educators used their capital to navigate book censorship incidents in K-12 public schools. Our findings indicate that participants often used social capital to meet expressive goals, such as seeking support from others, and less often to meet instrumental goals like advocating for policies and legislation in support of students’ intellectual freedom. These findings have implications for practitioners, school administrators, and university faculty, especially now as an unprecedented number of books is being challenged in public institutions throughout the U.S.

"It Can't Just Be One": Canadian Black Youth Perspectives On Representation And Belongings In Public Libraries, Amber Matthews, Sandie Thomas

STEMPS Faculty Publications

This study employed narrative inquiry and critical race approaches to explore Black youth's perceptions and experiences of Canadian public library programs and materials. In response to calls in Canada's Anti-Racism Strategy (2024) and Ontario's Anti-Black Racism Strategy (2025) for social service institutions to address anti-Black racism, the research examined Black youth experiences in public libraries and how these experiences relate to anti-Black racism in education and social service settings. The study was conducted in London, Ontario, with Black youth aged 13 to 24 and parents of youth using a community-based participatory research approach in partnership with the Where We Are …

Peacock Competency Model For Online Library Instruction, Rebeca Peacock

STEMPS Faculty Publications

Academic librarians are an integral part of academia offering niche expertise that benefits faculty and students alike. But they often lack specific guidance on developing competencies for the online teaching that is increasingly expected of them. This article addresses the lack of field specific guidance for academic librarians' online teaching by proposing a competency model grounded in expert practice. The study used semi-structured interviews with 18 academic librarians to address this gap asking: what knowledge, skills, and attitudes are needed for academic librarians to be successful in providing effective online library instruction?

Developing Your Research Project: Writing An Annotated Bibliography, Fabiola Ceballos-Durham

Open Educational Resources

Students build the foundation for a criminal justice research project by evaluating and summarizing scholarly articles and websites in an APA-style annotated bibliography.

The Evolving Roles Of U.S. Academic Librarians: A Snapshot Of Job Responsibilities In 2023, Russell Michalak, Laura Rose Taylor, Michelle Reed, Amanda Koziura, Devon Ellixson

Library Faculty Research

This study examines the evolving roles of academic librarians across North America. Adapting a survey tool published in a prior Canadian study, it surveys over 350 librarians in the United States, analyzing shifts in Research Support, Teaching and Learning, Digital Scholarship, User Experience, and Scholarly Communication. Results indicate significant engagement in information discovery and digital scholarship with a growing need for training in digital tools and data management. The resulting report highlights the crucial role of academic librarians in adapting to technological and educational changes, underscoring the necessity for ongoing professional development.

Take Time To Play! A Library, University, And Community Organization Partnership To Enhance Children’S Learning And Wellbeing, Carolyn White Gamtso, Karyn Isleb, Marisa Rafal

Faculty Publications

This lightning talk described the collaborative work of the Founder/President of NH Toy, the Head of Youth Services at the Manchester (NH) City Library (MCL), and the Professional Studies Librarian at the UNH Library-Manchester to coordinate a series of student-led enrichment events for local children and their families at the public library. The play days included an American Sign Language (ASL) story time presented by members of the UNH Manchester ASL Club, and an Earth Day craft event with recycled materials led by members of the college’s Student Government. This university/library/community collaboration provided all participants with the time and the …

Allied Professionals In (Academic) Law Libraries, Part I: Evolving Roles, Skills, And Professional Development Needs, Sarah E. Ryan, Mads Ball, Agnes G. Pearcy, Diana Quinones, Dawn L. Smith

Library Staff Publications

Allied professionals comprise a significant portion of the law library workforce, yet their experiences and career pathways are often overlooked in discussions about the profession’s future. This article presents findings from a survey examining how allied professionals pursue professional development, upskilling, and career mobility. While respondents demonstrated a strong commitment to growth, opportunities varied widely and were often limited by institutional support. The authors discuss the survey findings, explore the implications for the profession, and offer recommendations for better supporting allied professionals and recognizing their essential contributions to law librarianship. This is the first in a two-part series.

Introducing Consensus Library, Joanne Romano

TMC Library Newsletter (2015-)

No abstract provided.

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 …

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. …

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 …

Dataset For "Ground-Truthing The Core Competencies In Cataloging And Metadata", Michael J. Monaco

University Research

This is the dataset for a research article submitted to Cataloging & Classification Quarterly. It consists of 109 anonymized cataloging and metadata job advertisements published from 2019-2021 in various online venues such as ALA JobList or distributed via email in discussion lists such as AUTOCAT, CODE4LIB, TSLIBRARIANS, etc. These ads were read and scored for their inclusion of the ALCTS Core Competencies for Cataloging and Metadata Professionals (CCC&M) as well as for some additional elements for analysis (type of job, type of institution) and other preferred or required qualifications, as well as whether salaries or remote work options were mentioned. …