Digital Commons Network^™

The Crossroads Between Osteosarcopenia And Intrinsic Capacity—A Narrative Review, Nailton J. Neto, Guy Hajj-Boutros, Wayne Lok Ok Choo, Miguel G. Borda, Konstantinos Prokopidis, Hassan Rammal, Daniel Rivas, Hussein Samhat, Ivan Baltasar-Fernandez, Mahdi Imani, Cristiano Dos Santos Gomes, Oscar Rosas Carrasco, Marc Sim, Julie A. Pasco, Julia Chabot, Ana M. Ayala-Copete, Francisco J. García-García, Claire Godard-Sebillotte, Raman Agnihotram, Lana J. Williams, Anna Andrianova, Robinson Ramirez-Vélez, Emma Connolly, Harmehr Sekhon, Hidenori Arai, Liang-Kung Chen, Andréa Faust, Howard Bergman, Alexandra Papaioannou, Pierrette Gaudreau, Tiago Alexandre, Leocadio Rodriguez-Mañas, Ricardo Oliveira Guerra, Gustavo Duque

Research outputs 2022 to 2026

Intrinsic capacity (IC) is defined as the composite of physical and mental abilities an individual possesses, encompassing 5 domains: cognition, psychological health, sensory function, vitality, and locomotion. This construct is central to the World Health Organization’s framework for assessing functional ability in older adults. Growing evidence highlights the critical role of the musculoskeletal system in maintaining these domains, while conditions such as sarcopenia, osteoporosis, and their coexistence as osteosarcopenia (OS) are increasingly associated with IC decline. This narrative review compiles current evidence on the modulatory role of muscles and bones in IC and the impacts of sarcopenia, osteoporosis, and OS. …

Dynamism By Design: The Zoom Effects In Short Video Tourism Marketing, Lujun Su, Yuxi Yang, Songshan (Sam) Huang, Xuehuan He

Research outputs 2022 to 2026

As tourism short videos have become central to destination marketing, camera zoom motion stands out as a simple yet powerful tool. However, theory-driven guidance on when and how to deploy zoom effects remains limited. Drawing on construal level theory, this research examines how zoom motions (zoom-in vs. zoom-out) interact with visual content to affect tourists’ responses. Five main studies across eastern and western cultures demonstrate significant interaction effects between zoom motion and visual content. Specifically, for activity-centric content, zoom-in motion enhances persuasiveness by eliciting objective mental imagery; for site-centric content, zoom-out motion proves more effective, as it evokes feelings-based mental …

Occupational Therapy Intervention For Children With Developmental Coordination Disorder: A Survey Of Occupational Therapists In Australia, Jacqui Hunt, Jill G. Zwicker, Annette Raynor, Erin Godecke

Research outputs 2022 to 2026

Introduction: Developmental coordination disorder (DCD), a common neurodevelopmental condition, is associated with persistent motor and psychosocial difficulties impacting participation and quality of life. International guidelines recommend activity-/participation-focused, task-specific interventions; however, little is known about how Australian occupational therapists translate these recommendations into clinical practice. This study aimed to describe current Australian occupational therapy intervention for children with (or suspected to have) DCD and identify factors that shape occupational therapists' intervention choices. Methods: A cross-sectional online survey was distributed to Australian occupational therapists via professional organisations/social media September–October 2020. Eligible participants were registered occupational therapists with ≥15% children in their caseload. …

Detecting Cognitive Impairment Early In Hispanic And Black Older Adults: Community Voices From South Central Texas, Robin C. Hilsabeck, Stephanie Santiago-Mejias, Tara L. Fletcher, Shanae L. Rhodes, Gladys Maestre, Sudha Seshadri, Neela K. Patel, Fayron R. Epps

School of Medicine Publications

Background: Alzheimer disease and related dementias (ADRD) are more prevalent in Black and Hispanic older adults and are also more likely to be undetected and misdiagnosed. The purpose of this study was to engage with Black and Hispanic communities about interest in and support needed for memory screening.

Methods: Participants were recruited from established community partners of the South Texas Alzheimer's Disease Research Center to engagein a 90-minute listening session. The session was recorded with participants' permission, and a thematic analysis was conducted by 2 independent coders.

Results: Sixteen individuals (81% female, 88% Hispanic or Black) from various perspectives participated …

Ig–Microbiota Binding Patterns In Mothers And Infants: A Scoping Review, Alicia Tan Yi Jia, Christopher S. Peacock, Danielle E. Dye, Claus T. Christophersen

Research outputs 2022 to 2026

Studies characterising the immunoglobulin (Ig)-bound microbiota apply varying methodologies, making comparisons difficult. This scoping review synthesised evidence on Ig–microbiota binding patterns in maternal and infant contexts, identified recurrent Ig-bound and -unbound bacteria across studies, and highlighted knowledge gaps for further study. Nine articles investigating Ig–microbiota binding patterns in stool or breastmilk samples in mothers or infants were included. Ig–microbiota associations were influenced by sample type, Ig-subclass, genetics, and diet. The most important antibody was IgA, with partial functional redundancy with IgM, while IgG appeared more selective for pathobionts. Ig-bound taxa in early life included important commensals and pathobionts, with high …

The Future Of Epilepsy Care In The United Kingdom: A Roadmap For Technology-Enabled Transformation, Rohit Shankar, John Terry

Peninsula Medical School

Epilepsy is recognized to be a significant cause of premature mortality, socio-economic distress and poor quality of life in economically developed countries. Despite clear clinical guidelines, epilepsy care is marked by delayed diagnosis, fragmented management, high emergency admission rates, and pronounced health inequalities affecting rural populations, ethnic minority groups, and people with intellectual disabilities. Diagnostic pathways remain inefficient, with prolonged waits for electroencephalography (EEG), low sensitivity of routine investigations, and repeated inconclusive testing. Long-term management continues to depend on infrequent hospital visits and unreliable patient recall, contributing to suboptimal seizure control, avoidable morbidity, and preventable mortality. In the United Kingdom, …

Not Too Early, Not All At Once: Design Tensions In Ai-Mediated Self-Disclosure In Online Dating, Pei-Hua Tsai, Tianyi Zhang, Emran Bin Elias Poh, Anthony Tang, Yung-Ju Chang

Research Collection School Of Computing and Information Systems

Online dating relies on self-disclosure, yet initial conversations are fragile: users must navigate uncertainty around timing, boundaries, and reciprocity with little shared context. While advances in AI raise the possibility of mediating disclosure, how such support might reshape the experience of early-stage relational disclosure remains underexplored. We conducted 29 semi-structured interviews to examine how daters envision AI-mediated self-disclosure in online dating. Our findings surface recurring design tensions rather than simple opportunities or risks. Participants welcomed guidance that could pace disclosure, support reflection, and reduce social awkwardness, but stressed preserving agency and authorship. They valued interpretive assistance for sense-making of ambiguous …

Language Embeddings Meet Shallow Autoencoders, Rodrigo Alves, Vojtěch Vančura, Pavel Kordík, Antoine Ledent

Research Collection School Of Computing and Information Systems

Shallow autoencoders are appealing recommenders due to their simplicity, scalability, and competitive retrieval quality, but they struggle in strict cold-start settings where new items have no interactions. We propose an inductive shallow autoencoder that leverages item side information (language embeddings) by fixing the decoder to item features and learning only an encoder in the same semantic space. To prevent trivial self-reconstruction without enforcing a hard zero diagonal, we introduce diagonal gating: a leave-one-item-out objective that blocks the self-copy shortcut only for the item being updated while retaining context from the rest of the user history. An alternating-style optimization trains the …

Enhancing Pointing Gestures Of Non-Hmd Users In Asymmetric Collocated Mixed Reality Collaboration, Nam-Dang Vo, Van-Vinh Thai, Anthony Tang, Khanh-Duy Le

Research Collection School Of Computing and Information Systems

A common collocated group setting in mixed-reality (MR) collaboration is a person wearing a MR headset (HMD user) and presenting MR contents to audiences who are not provided with such specialized devices (Non-HMD users). In this setting, while Non-HMD users can view the MR environment shown on a large physical display, it still remains challenging for the HMD user to interpret their pointing gesture when they spatially refer to objects in the MR environment. To address this, we designed and evaluated two pointing techniques—SCREEN and SCREEN+SPACE—that support Non-HMD users in referring to MR content. Screen pointing allows users to refer …

Happycal: Designing Text And Image-Based Supports For Savouring Positive Work Experiences, Molly Stewart, Minghao Cai, Anthony Tang, Sam Liu, Chris Mosunic, Sowmya Somanath

Research Collection School Of Computing and Information Systems

Savouring positive work experiences can promote positive affect and well-being at work, yet there is limited guidance on how digital applications can support workers to engage in savouring. We developed HappyCal, a work-focused savouring application offering two forms of savouring support: text-based, a common modality in workplace reflection tools, and images, a largely unexplored approach in work-related savouring. We conducted an exploratory qualitative study where participants (N=36) used HappyCal over five days and engaged in savouring through either a text-only modality (n=17) or text input paired with image output (n=19). We found that (1) participants in both groups reported heightened …

Collaboration In Context: The Present And Future Of Coordinated Care For New Mexico's Military-Connected Population, Zachary Bridgewater, Vincent Delsignore, Mary Rachel Keville, Lisa Marie Murray

Institute for Veterans and Military Families

With the support of the New Mexico State Legislature, the D’Aniello Institute for Veterans and Military Families (IVMF) led a multi-phase project to design a coordinated care system for New Mexican service members, veterans, and their families. In the project’s first phase, the IVMF conducted a landscape assessment to understand the needs of the military-connected community and examined the viability of a coordinated care system for the state. Key findings included strong support for coordinated care amongst veteran serving organizations, a fragmented service landscape across the state, structural barriers to care caused by rurality and geographic concentrations of resources, and …

Kolonialisme Iklim Dan Tercerabutnya Pengetahuan Ekologi Tradisional: Sosio-Bioekonomi Sebagai Reorientasi Epistemologis, Viky Arthiando Putra

Antropologi Indonesia

Abstract The global climate change has brought with it a growing stack of conceptual proposals – from green economy to bioeconomy – each presenting itself as a non-extractive economic alternative. Unfortunately, these conceptual claims continue to reproduce colonial logic that subordinates local knowledge. The loss of Traditional Ecological Knowledge (TEK) is not merely an ecological setback: it is a systematic epistemological violence – a product of climate colonialism operating within the architecture of global green programs. This article traces the discourse of green economy, analyzes the loss of TEK as an epistemological problem, and proposes a socio-bioeconomy reorientation as a …

Selama Ibu Dan Bayi Aman: Lotus Birth Dan Negosiasi Keselamatan Dalam Praktik Kebidanan Di Indonesia, Dyah Pratitasari

Antropologi Indonesia

This article reads lotus birth—the practice of leaving the umbilical cord intact until it separates naturally—as an ethnographic event that illuminates how biomedical power operates in contemporary Indonesian midwifery. Drawing on reflexive ethnography of two births attended by the author as a doula—one at a maternity clinic in South Tangerang (2020) and one at a home birth in South Jakarta (2022)—the article argues that the phrase "as long as mother and baby are safe" does not function as a neutral condition. Rather, it operates as Gramscian hegemonic common sense: appearing self-evident and beyond question, while simultaneously determining which …

استخدام تقنيات الذكاء الاصطناعي في إجراءات الاستدلال والتحقيق "دراسة مقارنة", حمد مصبح اليليلي

Theses

The Use of Artificial Intelligence Techniques in Reasoning and Investigation Procedures: Comparative Study

This research aims to analyze the role of artificial intelligence (AI) technologies in the stages of criminal investigation and inquiry through an applied analytical study. It focuses on the use of these technologies to support law enforcement and investigators with advanced scientific methods, particularly in analyzing digital evidence and accurately linking it to suspects. The study also explores the future development of these systems through their integration with AI technologies to enhance the efficiency of criminal investigation.

The United Arab Emirates has consistently been keen to develop …

A Hybrid Approach To Phishing Email Detection: Leveraging Machine Learning And Large Language Models, Hessa Shamal Biri

Theses

Phishing attacks have reached a new level of sophistication through the deployment of large language models by attackers. The current AI-generated threats defeat existing detection systems which base their operation on past data. The thesis presents a hybrid system for phishing email detection which combines real email data with synthetic LLM-created samples to enhance traditional machine learning classifiers performance. The study created a hybrid dataset of 20,627 emails by combining 18,631 real messages from the Kaggle Email Classification Dataset with 1,996 synthetic emails. The synthetic emails were generated using four large language models LLaMA-3, Falcon, LLaVA, and Mistral to capture …

Guide: How To Set Up And Manage Your Google Business Profile, Jesse Wright

UNH Cooperative Extension

No abstract provided.

Ai In Healthcare: Regulatory Guidelines And Judge-Made Negligence Principles For Ai Implementers, Gary K. Y. Chan

Research Collection Yong Pung How School Of Law

The use of artificial intelligence (AI) in healthcare may, notwithstanding its potential benefits, result in harm to patients from allegedly negligent acts or omissions by hospitals and medical doctors. In such circumstances, how should the principles in the tort of negligence (duty of care, breach, causation, remoteness of damage, and defences) respond to AI innovations in healthcare? In particular, how may the standard of care expected of hospitals and medical doctors be informed by regulatory guidelines? We refer to case law precedents and regulatory guidelines on the roles and responsibilities of doctors and hospitals as AI implementers. Importantly, they prompt …

International Advice, Mature Democracies And The Venice Commission, Maartje De Visser

Research Collection Yong Pung How School Of Law

The aim of this article is to explore the role and practice of constitutional advice-giving as it relates to mature democracies. More precisely, this article considers how the Venice Commission – the official advisory body for constitutional matters of the Council of Europe – exercises its mandate vis-à-vis such democracies through the delivery of country-specific Opinions, based on a close reading of all such Opinions rendered between 2002 and 2024. It examines the substantive focus of those Opinions, the way they engage with constitutional experiences elsewhere, as well as the tone of the assessment and the approach taken in formulating …

Social Exclusion Cues And Collective Action Motivation In Environmental Campaigns: The Buffering Role Of Social Support, Hwan-Ho Noh, Warren B. Chik

Research Collection Yong Pung How School Of Law

This study examines the influence of social exclusion cues on public engagement with environmental campaigns on social media, focusing on how such cues affect advertising attitudes and collective action motivation. Across two experimental studies, we investigated whether low engagement metrics, such as a small number of likes, function as symbolic exclusion cues that reduce perceived public support. The results indicate that social exclusion cues negatively affect advertising attitudes and collective action motivation, ultimately decreasing the intention to engage with the campaign. However, the presence of social support cues, which signal sustained public interest and social endorsement, effectively mitigated these negative …

Brief Of Evidence – Bill C-16 Protecting Victims Act, Emma Cunliffe

All Faculty Publications

This brief focuses specifically on the proposal in Bill C-16 to create a new criminal offence of coercive control and the absence of any correlate defence for offences committed by a person who is subject to coercion. Reviewing evidence from research in other jurisdictions that have adopted such an offence (Scotland, England and Wales, and the Australian jurisidictions of NSW and Queensland), as well as Canadian research, there is abundant evidence to suggest that more criminal law, including new offences, will not necessarily increase women’s safety; and in fact, can be predicted to expose women to greater risk of harm …

Alara+: Summit On Radiation And Orthopedic Risks In Fluoroscopic Laboratories: Endorsed By Acc, Acvp, Ase, Hrs, Scai, Sir, Snis, Svin, And Svs, Arash Salavitabar, Amit N. Vora, Dorothea Altschul, J. Fritz Angle, Chelsea Ballinger, Andrew Bojanowski, Anna E. Bortnick, Kyle Bugg, Emily Carpenter, Robert E. Foster, Joanna Ghobrial, Matthew Glogoza, Atul Gupta, James B. Hermiller, A. Kyle Jones, Summer L. Kaplan, Steven J. Kraus, Omar Khalique, Andrea Klein, Nick Morse, Preethi Ramchand, David G. Rizik, Lucy M. Safi, Cheryl C. Schultz, Kamala P. Tamirisa, R. Jay Widmer, Kristi Wilson, Jonathan X. Fang, Arnold Seto, Robert F. Riley

Department of Neurosurgery Faculty Papers

Occupational radiation exposure has a clear association with long-term health effects and has a particular impact on women, trainees, and supporting staff. There is a reliance on limited, traditional radiation protection and nonergonomic equipment, which carries associated orthopedic injury rates with adverse impacts on both individual career trajectories and health systems, and with significant challenges to widespread implementation of enhanced radiation protection devices. During the 2025 Society for Cardiovascular Angiography & Interventions Scientific Sessions in Washington, DC, a multidisciplinary Think Tank summit was convened and included representatives from multiple stakeholders, including other professional societies, advocacy groups, and industry partners. The …

Rethinking Ethics For An Era Of Trusted Computational Tools, Kristin M Kostick-Quenet, Meghan Hurley, John Herrington, Eric A Storch

Center for Medical Ethics and Health Policy Staff Publications

Computer perception (CP) technologies are poised to deliver near real-time behavioral insights with high precision. As technical barriers recede, our field's ethical focus must shift from "Can we trust the data?" to "Should we use it here, and how?" We propose a contextual ethics framework that: (1) defines the appropriate scope of CP integration; (2) advocates codesigned roadmaps to manage expectations and epistemic conflict; (3) expands evaluation beyond performance metrics to humanistic outcomes; and (4) anticipates future high performance systems to safeguard dignity, empathy, and shared decision-making in clinical care.

A Phase 4, Open-Label, Non-Randomized, Multicenter Study To Evaluate Efficacy (And Safety) Of Intravenous Administration Of Optison For Contrast-Enhanced Echocardiography In Pediatric Patients, Arash Sabati, Shuo Wang, Pushpa Shivaram, Joshua Hawley, David Thompson, Francine Erenberg, Shelby Kutty, Aparna Kulkarni, Tam T Doan, Joshua D Robinson

Faculty, Staff and Students Publications

Contrast-enhanced echocardiography (CE-echo) is commonly used in adult patients to optimize endocardial border delineation (EBD) but there is limited experience in children. A prospective, open-label, non-randomized, multicenter study was performed to evaluate the efficacy of intravenous Optison for CE-echo in pediatric patients and determine the optimal dose of Optison. Subjects ≥ 9 and <  18 years with suboptimal echocardiograms (defined as ≥ 2 contiguous segments that could not be adequately visualized) were enrolled. After a baseline non-contrast echocardiogram (NC-echo), CE-echo was performed with 2 dose levels of Optison based on patient weight. The primary endpoint was visualization of the LV wall segments (LVWS) in apical 2- and 4-chamber views. An EBD score was calculated by assigning a value from 0 (no visualization) to 3 (optimal visualization) for 12 LVWS. 37 subjects across 8 sites completed the study. 30 had complete echocardiograms at both dose levels. 2 patients had usable images at dose 2 only. Mean age was 13.4 years (± 2.6) with 23 males (62%). Mean weight was 73.9 kg (± 36.8) with wide distribution of weight (interquartile range of 42-102 kg). There were 8 patients under 40 kg. Most subjects had a prior medical/surgical history (n = 33, 89%). Both dose levels of Optison CE-echo improved the number of LVWS visualized from 3.7 ± 1.1 on NC-echo to 10.0 ± 0.1 with dose 1 (p <  0.001) and 10.5 ± 0.1 with dose 2 (p <  0.001). EBD score also improved at both dose levels from 11.9 ± 2.5 for NC-echo to 28.5 ± 1.7 for dose 1 (p <  0.001) and 30.2 ± 8.4 for dose 2 (p <  0.001). The number of suboptimal echocardiograms improved from 92.3% ± 10.7 in NC-echo to 26.2% ± 9 with dose 1 (p <  0.001) and 30.8% ± 4.5 with dose 2 (p <  0.001). CE-echo with intravenous Optison in pediatric patients improved the number of LVWS visualized, improved EBD score, and reduced the number of suboptimal echocardiograms at both dosages used in this study. Intravenous Optison can improve LV visualization in pediatric patients with suboptimal echocardiograms.

Retrospective Analysis Of A Washu-Based Knowledge-Based Planning (Kbp) Model For Breast And Chest Wall Planning In Guatemala: Compliance With American Society For Radiation Oncology (Astro) 2026 Guidelines, Milton E Ixquiac Cabrera, Erick O Montenegro, Matthew Schmidt, Baozhou Sun, James A Kavanaugh, Taoran Li, Angel Velarde, Vicky De Falla, Francisco Reynoso

Faculty, Staff and Students Publications

Background/purpose

Breast cancer is among the most prevalent malignancies treated at the Liga Nacional Contra el Cáncer (LNCC) in Guatemala, representing a significant proportion of annual radiotherapy cases. Access to high-quality, standardized treatment planning in resource-constrained settings remains a critical challenge. This study evaluates the dosimetric performance of knowledge-based planning (KBP) models adapted from Washington University (WashU) in St. Louis for breast and chest wall radiotherapy at LNCC, validated against a retrospective 2025 clinical cohort, and benchmarked against the ASTRO 2026 Practical Radiation Oncology guidelines.

Materials and methods

A retrospective analysis of 84 treatment plans (40 left, 44 right) for …

Matching-Adjusted Indirect Comparison Of Acoltremon Ophthalmic Solution 0.003% And Cyclosporine 0.05% Ophthalmic Emulsion For Increased Tear Production In Patients With Dry Eye Disease, Stephen Pflugfelder, Tony Okoro, Margaret Ainslie-Garcia, Anja Haltner, Emily K Prentiss, Elizabeth M Salvo-Halloran, Nikethana Srikanth, Michelle Senchyna, Esen K Akpek

Faculty, Staff and Students Publications

No abstract provided.

Westside Foodshed Hub Initiative: Farm-To-Food-Assistance Feasibility Study, Andrew Bugh, James Shelstad, Jordan Rasmussen, Kenton Marquigny, Reed Johnson

Master of Urban and Regional Planning Workshop Projects

The Westside Foodshed Planning Initiative is a feasibility study exploring how Farm-to- Food-Assistance, or F2FA, can supplement CAFE's food assistance work in Northwest and Downtown Portland. The study was conducted by Soil for Roses, a planning team consisting of members of Portland State University's Master of Urban and Regional Planning program. Through this project, Soil for Roses envisions the F2FA as a regional food aggregation and distribution hub tailored to CAFE’s goals of advancing food security and nutrition, environmental stewardship, and resilience.

C-Tran Bus Stop Accessibility Action Plan, Grace Alston, Michelle Auster, Zoe Beckley, Noah Crawford, Ryan Gallo, Angelique Wallmann

Master of Urban and Regional Planning Workshop Projects

Project Background

C-TRAN is the regional public transportation provider for the Clark County Public Transportation Benefit Area in Southwest Washington, providing connections to the Portland, Oregon, metro region. C-TRAN connects people to opportunities, supports economic vitality, and enhances the quality of life for the community.

The challenge - 66% of C-TRAN’s bus stops are non-ADA compliant, C-TRAN’s existing capital investment strategy lacks community input and a multi-year application.

The Opportunity - Our Bus Stop Accessibility Action Plan will leverage community engagement and social metric data to develop a long-term investment strategy.

Ilae-Yes Global Webinar Series: Integrating Clinical And Basic Science In Epilepsy Research, Cecilie G Nome, Parthvi Ravat, Fabrice Bartolomei, Marco De Curtis, Rossella Di Sapia, Marian Galovic, Maria Gogou, Lukas Imbach, Julia Jacobs, Katja Kobow, Alice D Lam, Christos Panagiotis Lisgaras, Elisa Micalizzi, Eleni Nikalexi, Jeffrey L Noebels, Jeanne T Paz, Avtar Singh Roopra, Sally Shaaban, Laurent Sheybani, Shobi Sivathamboo, Ana Suller Marti, Adam Williamson, Naoto Kuroda

Faculty, Staff and Students Publications

Bridging clinical and basic research is increasingly recognized as a priority in the epilepsy field, yet opportunities for integration remain limited by the time, space, and financial constraints of scientific meetings. To address this gap, the Research Task Force of the Young Epilepsy Section of the International League Against Epilepsy (ILAE-YES) organized a free global webinar series designed to promote translational dialogue and provide accessible research education for early-career clinicians, researchers, and physician-scientists. Based on a preliminary ILAE-YES community survey, eight topics of high interest were selected: (1) epigenetics, (2) EEG biomarkers, (3) ictogenesis, (4) thalamo-cortical network, (5) sudden unexpected …

Application Of Information Literacy Skills To Everyday Life Information Seeking In College Students: Implications For Instruction, Stephanie Ward, Rachel Dineen, Darren Ilett

Communications in Information Literacy

Academic librarians who teach information literacy (IL) skills hope students will transfer those skills to their information seeking in everyday life. However, there is little evidence that students are transferring what they learn about research to their lives outside college. This study aims to find out what search and evaluation strategies college students who have had IL instruction apply to their own personal information seeking behaviors. To do this, a talk-aloud protocol was used to record participants’ thoughts and actions as they navigated scenarios that required them to select a source that met a non-academic information need. The findings indicate …

The Spectrum Of Authority: A New Approach To Teaching Ai And Primary Source Literacies, Kristen Howard

Communications in Information Literacy

This article presents an information literacy workshop designed for undergraduate history courses that introduces students to generative artificial intelligence (GenAI) while strengthening primary source literacy. Anchored in the Association of College and Research Libraries (ACRL) Framework for Information Literacy for Higher Education, “Authority Is Constructed and Contextual,” the workshop employs an innovative pedagogical device, the Spectrum of Authority, to help students critically evaluate information sources. Through comparative analysis and guided discussion, students increased their ability to assess credibility in information sources. Student feedback indicated increased confidence in analyzing primary sources and a greater understanding of GenAI’s capabilities and …