Library and Information Science Commons^™

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 …

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 …

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 …

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. …

Exploring Marshall–Olkin Models Through Bibliometric And Topic Modeling Approaches Uses Latent Dirichlet Allocation (1981-2025): A Study Based On Scopus Data, Humberto Llinás, Brian Llinás, Carlos López, Daniela Nuñez

Computer Science Faculty Publications

The Marshall–Olkin family of distributions has gained increasing attention in fields such as reliability engineering, survival analysis, financial risk modeling, and actuarial science because of its flexibility in modeling dependence among events and its wide range of extensions. Despite its growing relevance, a systematic understanding of how research on Marshall–Olkin models has evolved over time is still limited. This study addresses this gap by combining bibliometric techniques with topic modeling to analyze the structure and evolution of the scientific literature on Marshall–Olkin models. The analysis includes all 266 peer-reviewed publications on Marshall–Olkin models indexed in Scopus between 1981 and 2025. …

Ensuring Rich Rigor Of Qualitative Methodologies In Behavior Analytic Research, Daria K. Lorio-Barsten, Selena J. Layden

Human Movement Studies & Special Education Faculty Publications

Quantitative methods remain the hallmark of research in applied behavior analysis. Yet, such methods frequently fail to capture the nuances of context where behavior analysis is practiced. Therefore, qualitative methods can provide complementary means to gain deeper insight into changes in socially significant behavior. We believe that researchers within the field of behavior analysis have much to gain from embracing qualitative methodologies. We propose that more researchers can and should consider conducting rigorous qualitative research to elevate the voices of the participants and relate the depth and complexities of their nuanced experiences. This article discusses Tracy’s “big tent” quality criteria …

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 …

Making The Case For Open Dental Education, Casey D. Wright, Pamela P. Smalley, Fanny Eliza Bondah, Jennifer L. Lehto, Tonia Morley, Danelle Orange, Elisabeta Karl, Royce Kimmons

Library Faculty Research and Publications

Dental education as a field and dentistry as a profession are facing significant challenges, including workforce shortages, ever-rising costs, unmet student and community needs, as well as quality of pedagogical practices. Open educational resources are learning objects that are freely accessible and are able to be retained, reused, revised, remixed, and redistributed under the philosophy of more openness and sharing. While some efforts are being made to address the aforementioned concerns, the prospects of more readily welcoming and adopting open education have not been discussed as a potential means of alleviating these barriers. Here, we expound on some of the …

Unseen Bias: How Ai Shapes Religious Narratives In Digital Spaces, Hilman Nurjaman, Achmed Faiz Yudha Siregar, Jasmine Rizky El Yasinta

Journal Of Middle East and Islamic Studies

This study explores the role of artificial intelligence (AI) in shaping religious narratives in digital spaces, particularly on social media platforms and AI chatbots. Using sentiment analysis and qualitative content analysis, this research examines religious discourse in Indonesia, focusing on the impact of AI-driven content personalization, such as 'filter bubbles' and 'echo chambers'. The findings indicate that AI algorithms reinforce religious biases, intensifying polarization and discrimination, especially between majority and minority religious groups. The study also highlights the socio-political factors influencing these dynamics, including identity politics, historical religious tensions, and conservative social norms. This research emphasizes the need for a …

Developing And Implementing A Primary Source Literacy Case Scenario For The Undergraduate Business Classroom, Annette Bochenek, Megan Troyer

Libraries Faculty and Staff Scholarship and Research

This article discusses the development and implementation of a case-based learning scenario activity intended to enhance primary source literacy among undergraduate business students. The activity was delivered in the context of a large Midwestern university’s undergraduate business course. This case is based on the ACRL RBMS-SAA Guidelines for Primary Source Literacy and gives students an opportunity to use digitized primary archival sources as part of the research process in connection with a modern business-related scenario in which they can apply primary source literacy skills. This guided activity also explores affective experiences as they occurred in student responses to this activity …

Tips On The Prisma Flow Diagram & Methods Section Write-Up, Sandra Y. Desjardins

Library Class: Lunch & Learn

Clearly communicate your research methodology with a well-crafted PRISMA flow diagram. This 30-minute class provides practical tips and a step-by-step guide to creating a clear and informative methods section for your research papers.

Gis Librarians' Involvement In Critical Information Literacy Instruction, Melissa Chomintra, Pete E. Pascuzzi

Libraries Faculty and Staff Scholarship and Research

Critical information literacy (CIL) is a theory and practice that considers the sociopolitical dimensions of information and knowledge production. As the field of geospatial information evolves, equipping librarians with the skills to critically engage with geospatial information becomes integral to facilitating informed research, promoting spatial literacy, and strengthening the accessibility of geospatial data for their user communities. To understand geospatial data librarians’ current involvement in CIL, librarians were surveyed to examine if they incorporate CIL into their instruction, how they incorporate CIL into their instruction, and what are the benefits and challenges of doing so. The survey gathered both quantitative …

Book Review: Dismantling Conspiracy Theories: Metaliteracy And Other Strategies For An Information-Disordered World, Katie Greer, Stephanie Beene, William Glick

School of Information Student Research Journal

No abstract provided.

The Hunt For "Dragon Shards Of Knowledge": A Study On The Information Needs Of The Mmorpg Community, Jessamy Hallie

School of Information Student Research Journal

The purpose of this paper is to analyze the information needs and information-seeking behaviors of the massively multiplayer online role-playing game (MMORPG) information community. To evaluate and define these needs and behaviors a literature review of research contributions published by established information professionals studying MMORPG and video game players was performed. The results showed that the MMORPG community is considerably understudied and lacking sufficient library programming and educational opportunities compared to other communities. It also revealed their dependence on collaboration and the promotion of social connection between members. Their shared goals and common interests helped to facilitate members’ information-seeking and …

Why Every Librarian Is A Ux Librarian, Alison Johnson

School of Information Student Research Journal

No abstract provided.

Guiding Scholarship, Together: A Collaborative Accomplishment, Pearl Kim

School of Information Student Research Journal

No abstract provided.

Supporting Literacy And The Scholarly Conversation Through Understanding Apa Citation Style, Vanessa Sztym

School of Information Student Research Journal

No abstract provided.

Research And The Information Landscape, Libby Wheeles, Helena Marvin

Open Educational Resources Collection

This open textbook accompanies the University of Missouri-St. Louis class INTDSC 1010: Research and the Information Landscape. Intended for undergraduates new to academic research, the course covers practical search and evaluation skills as well as a basic introduction to the world of scholarly communication. In Fall 2025, the course’s learning objectives were:

1. Evaluate whether a source is appropriate for college-level research.
2. Navigate library search tools to find relevant results and improve research efficiency.
3. Analyze the goals and limitations of non-library tools in the research landscape.
4. Explain the basic history and current broad practices of scholarly communication.
5. Contribute to a small-scale …

Archivist, Subject Librarian, And Education Faculty Collaboration: Co-Instruction In History Of Education Classes, Laura Cameron, Kara Flynn

Collaborative Librarianship

In many academic libraries, primary source instruction happens in a vacuum, and students don’t always make connections between the skills they learn in a primary source instruction session and skills they may have already learned in information literacy-focused library instruction that they have participated in previous courses. This case study describes the design and objectives of an instructional partnership formed between an Education & Engagement Archivist, Education Librarian, and History of Education professor at a public, four-year university. The Education & Engagement Archivist and Education Librarian worked in tandem to develop interconnected lesson plans, allowing the Education & Engagement Archivist …

December 2025 Table Of Contents Newsletter - First Year Students & Library Instruction, Tiffany Hebb

Table of Contents Newsletter

College libraries (and their websites and resources) are larger and more complicated to navigate than most high school library media centers. Students are facing many new things when they get to DePauw; using the library shouldn’t be a barrier to their acclimation and success. So we prioritize getting the students in early - working with orientation leaders to have students explore the physical space before classes start, so that they know they’re welcome and there are people and services here to help them. Learn more about our library instruction engagement with FYS in this month's newsletter.

Review Of Information Literacy And Social Media: Empowered Student Engagement With The Acrl Framework, Rebecca M. Mccall

Communications in Information Literacy

Review of Santamaría, M., & Pfannenstiel, N. (2024). Information literacy and social media: Empowered student engagement with the ACRL Framework. Association of College and Research Libraries.

Teaching Research As An Interdependent Practice: Bringing Alternate Models Into The Scholarly Conversation, Natalia Kapacinskas, Veronica Arellano Douglas

Communications in Information Literacy

The customs and practices of research in academia are often mischaracterized as individualistic pursuits, ignoring the reality that research requires a great deal of collaboration. As teaching librarians, our research instruction often reinforces individualism as a scholarly virtue, even as we simultaneously engage with themes of connection between researchers and their ideas. We propose an approach to teaching research and information literacy grounded in the concept, intention, and practice of interdependence rather than individualism. In doing so, we will call in models of interdependence from critical disability studies, relational-cultural theory, Indigenous Ways of Knowing, and the Cite Black Women movement. …

The Librarian Teaching Self-Efficacy Scale, Maoria J. Kirker, David X. Lemmons

Communications in Information Literacy

Teaching self-efficacy is a critical factor in instructional success. Little research has been conducted on how academic librarians perceive their own teaching abilities. This study introduces and validates the Librarian Teaching Self-Efficacy Scale, a tool designed to measure self-efficacy beliefs among academic librarians engaged in information literacy instruction. By adapting established self-efficacy scales to the library instruction context, this study examines key factors influencing librarian teaching self-efficacy, including instructional strategies, lesson planning, and collaboration with faculty. Collective self-efficacy, which is perceptions of colleagues’ teaching confidence, is also examined. Statistical analysis indicates a reliable and valid scale which may benefit …