Digital Commons Network^™

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

Law Librarianship And Legal Information Science In The Age Of Genai, Paul D. Callister

Faculty Works

This article examines the relationship between law librarianship and legal information science in the age of generative AI (GenAI), arguing that closer integration between the two is essential to navigating a rapidly evolving legal information landscape. It contends that law librarianship—long grounded in stable classification systems and cognitive authority—must adopt the analytical methods of legal information science to remain effective in the digital era. Together, these fields can reinforce the rule of law by improving the organization, retrieval, and stability of legal information. The article identifies emerging subfields of legal information science that support this integration and develops several concepts …

Reorienting Library Technology Through Slowness And Care, Sanjeet Mann

Library Faculty Publications & Presentations

Nearly all operations and services in contemporary libraries are mediated by technology. This makes systems and technology work an important place in the organization from which to address issues of time, power and culture.

In this essay, published as a chapter in a collection of essays about Slow Librarianship, I describe the origins of the associations between time, speed and technology in Western society. I articulate an alternative understanding of technology as relational, grounded in the needs and lived experience of those who work in and use libraries. I draw from several emerging concepts, including Slow Librarianship, feminist ethics of …

A Publication Record Of Umb's Writ Large, Carston Anderson

The Watermark: A Journal of the Arts (1993-2014)

This is a publication record for UMass Boston's student journal Writ Large, which was succeeded by The Waterfront.

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 …

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.

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.

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 …

Too Warm To Win Big? Unpacking The Backer Dynamics Behind Female Crowdfunding Success Using A Warmth And Competence Perspective, Dan Liu

Journal of International Technology and Information Management

While crowdfunding is often heralded as a democratized funding avenue that empowers women with higher success rates, this study reveals a more nuanced picture of gender dynamics. The Stereotype Content Model suggests that women are often perceived as warmer but less competent. Using a large dataset from Kickstarter, we find that female-led projects can attract more backers, likely due to warmth-driven appeal, but receive smaller average contributions, potentially due to concerns about risk linked to lower perceived competence. However, the total funding raised by female-led campaigns is comparable to that of male-led ones, showing no clear advantage or disadvantage. This …

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?

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.

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.

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. …

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 …

Report Open The Watermark (1993–2022): A Publication History And Reconstruction, Carston Anderson

The Watermark: A Journal of the Arts (1993-2014)

This record outlines the publication history of and background context for the legacy UMB student journal, The Watermark, which published from 1993 to 2022.

Open Scholarly Information Systems: Status Quo, Challenges, Opportunities, Hannah Bast, Guillaume Cabanac, Paolo Manghi, Jian Wu, Marcel R. Ackermann

Computer Science Faculty Publications

Over the past 30 years, a rich ecosystem of scholarly information systems has developed that openly provide their services to the scientific community. These systems include aggregators of bibliographic metadata (e.g., DBLP, OpenCitations, OpenAIRE Graph, OpenAlex, ORKG, Semantic Scholar, CiteSeerX, and CORE); publication, data, and software repositories (e.g., Arxiv.org, Figshare, Zenodo, Software Heritage, and Dataverse); and PID authorities (e.g., ORCID, ROR, Crossref, and DataCite). This interdisciplinary Dagstuhl Seminar "Open Scholarly Information Systems: Status Quo, Challenges, Opportunities" (25381) was the first of its kind to bring together practitioners from this ecosystem, as well as researchers investigating related questions or relying on …

Adventures Of A Solo Marketing Librarian, Samantha Paul

Georgia Library Quarterly

Solo marketing librarians face compounding resource constraints, often managing outreach, social media, and collection visibility with limited budgets and minimal staff support. This article presents three low-cost, creative approaches developed at a single academic library: a magnetic fishing rod tabling activity using pinback buttons that increases visitor engagement at orientation and open house events; a DIY camera stand assembled from repurposed equipment that reduces reliance on colleague assistance for social media content production; and a series of shelf visibility experiments using mirror tiles and motion-sensor lighting to draw foot traffic to a popular books collection. Each approach emphasizes the value …

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 …

School Library Professionals’ Perspectives On Current And Future Workforce Challenges, Margaret Kristin Merga, Saiyidi Mat Roni

Research outputs 2022 to 2026

While school library professionals work across many nations, supporting student learning and wellbeing, there is limited current research capturing shared issues faced by this educational workforce. The International School Library Workforce Survey collected insights from 971 respondents across 63 countries derived from analysis of both quantitative and qualitative data. Findings suggest that in an international context, school library professionals are experiencing notable issues that impact upon their morale and their ability to enact their professional roles. Respondents were more likely to disagree then agree that school library professionals were typically valued in their country. While the vast majority of respondents …