Digital Commons Network^™

Recommendations For Disclosure Of Artificial Intelligence In Scientific Writing And Publishing: A Regional Anesthesia And Pain Medicine Modified Delphi Study, Michael R Fettiplace, Anuj Bhatia, Yian Chen, Steven L Orebaugh, Michael Gofeld, Rodney A Gabriel, Daniel I Sessler, Hannah Lonsdale, Brittani Bungart, Christopher P Cheng, Garrett W Burnett, Lichy Han, Matthew Wiles, Steve Coppens, Thomas Joseph, Kristin L Schreiber, Thomas Volk, Richard D Urman, Vesela P Kovacheva, Christopher L Wu, Edward R Mariano, Vivian H Y Ip

Faculty, Staff and Student Publications

Introduction: The use of artificial intelligence (AI) in the scientific process is advancing at a remarkable speed, thanks to continued innovations in large language models. While AI provides widespread benefits, including editing for fluency and clarity, it also has drawbacks, including fabricated content, perpetuation of bias, and lack of accountability. The editorial board of Regional Anesthesia & Pain Medicine (RAPM) therefore sought to develop best practices for AI usage and disclosure.

Methods: A steering committee from the American Society of Regional Anesthesia and Pain Medicine used a modified Delphi process to address definitions, disclosure requirements, authorship standards, and editorial oversight …

Case Study Answers Are Not Elementary: How A Positive Outlier K-5 School Beat The Odds, Douglas Aaron Ferguson

Education Dissertations

There are a limited number of case studies of positive outlier elementary schools, otherwise known as schools that are beating the odds, and more of such studies are needed in order to effectively replicate positive problem-solving solutions. Positive outlier schools and districts, the focus of this dissertation, are those that score significantly above demographically similar schools and districts on standardized state testing. For example, none of the existing case studies highlight organizational culture as a key factor despite the fact that many of the more targeted topically focused studies cite school culture as a top factor. Additionally, the longest running …

Monoclonal Antibodies Targeting Pcdh7 Inhibit Tumor Growth And Enhance Immune Responses In Kras-Mutant Non-Small Cell Lung Cancer, Nicole Novaresi, Poorva Ghosh, Shayna Thomas-Jardin, Hui Deng, Xuejun Fan, Zhiqiang Ku, Wei Xiong, Xiaorong Zhou, Jingfei Zhu, Huiyu Li, Mahesh S Padanad, Bethany Smith, Chul Ahn, John D Minna, Zhiqiang An, Ningyan Zhang, Kathryn A O'Donnell

The Brown Foundation: Institute of Molecular Medicine

We identified an important oncogenic role for protocadherin 7 (PCDH7), a cell surface protein frequently overexpressed in lung adenocarcinoma and associated with poor clinical outcome. Pcdh7 depletion reduces tumor burden and prolongs survival in KrasLSL-G12D; Tp53fl/fl mice. These findings nominate this cell surface protein as an actionable therapeutic target and highlight the therapeutic potential of PCDH7 inhibition for non–small cell lung cancer. We report the development and characterization of high-affinity anti-PCDH7 monoclonal antibodies (mAbs) that inhibit downstream mitogen-activated protein kinase (MAPK) pathway activation and suppress tumor growth in multiple mutant KRAS–driven models. A lead mAb (mAb7) sensitized tumors …

The Perspectives Of Lesbian, Gay, Bisexual, Transgender, Queer/Questioning, Plus (Others) Teachers On The Enactment Of Their Identities At Work Amid Adverse Legislation, Mandy Rhea Manning

Walden Dissertations and Doctoral Studies

No abstract provided.

‘Wala Kaming Alam Sa Stroke Care’ (We Don’T Know Anything About Stroke Care): Experiences Of Care Providers Delivering Stroke Rehabilitation Care In The Philippines, Fiona Leggat, Sarah Ann Buckingham, Aira Patrice Rueda Ong, Bridie Kent, Nena Marie Santos, Annah Teves, Vergil Boac, Paula Melizza Valera, Elda Anota, Maria Mercedes Barba, Myrna Estrada, Neil Bryan Pita, Alyssa Dar Juan, Lorraine Faeldon, Fiona Jones

School of Nursing and Midwifery

BackgroundIn the Philippines, rising stroke prevalence and healthcare inequalities present a concerning outlook. While acute stroke care is prioritised, rehabilitation remains undervalued. The experiences of healthcare providers who deliver stroke support are also under-researched.Objective(s)Our study aimed to explore the experiences and needs of care providers across multiple regions of the Philippines to inform the development of stroke support initiatives and programmes.MethodsForming part of the Tulong, Ugnayan ng Lingap At gabaY (TULAY) project, a qualitative descriptive design involving semi-structured interviews was used. Care providers with professional or voluntary community healthcare service delivery roles were recruited. Data were analysed using reflexive thematic …

The Shrinking Caspian Sea: Eco-Hydrological Responses To Human And Climate Pressures, Jesse Duku, Mohammad J. Tourian, Marzi Azarderakhsh, Rovshan Abbasov, Ali Mehran, Ali Torabi Haghighi, Stefanos Xenarios, Azara Boschee, Salih Babagiray, Mojtaba Sadegh, Nima Shokri, Ali Nazemi, Alireza Farahmand, Samaneh Ashraf, Temur Khujanazarov, Elmira Hassanzadeh, Dalal Najib, Daniel Placht, Shamshagul Mashtayeva, For Full Author List, See Comments Below

Faculty Research, Scholarly, and Creative Activity

The Caspian Sea, the Earth's largest inland water body, faces water level decline, drawing comparisons to the collapse of the Aral Sea. Unlike the Aral Sea, the relative roles of climatic variability, hydrological changes, and anthropogenic pressures on the Caspian Sea remain poorly understood. Here, we integrate satellite observations, in situ hydrological records and reanalysis data to examine recent drivers of the Caspian water loss. We show that total river inflow to the Caspian Sea has declined significantly, primarily due to reduced discharge from the Volga River. At the same time, precipitation over the basin has remained broadly stable, while …

Discovery Of Bmi-Associated Gut Microbiome Signatures In The Awi-Gen 2 Cohort, Meriem Yagoubi

Theses and Dissertations

Obesity is increasing across sub-Saharan Africa amid rapid dietary, environmental, and urbanization transitions, yet the gut microbiome features associated with adiposity in African populations remain under-characterized. This study investigated whether species-level gut microbiome composition is associated with body mass index (BMI) in the AWI-Gen 2 cohort, and whether BMI-associated microbial signals remain detectable after accounting for the dominant geographic structure of the microbiome. Gut microbiome community structure and diversity were characterized across 1,665 participants, and differential abundance analysis was used to identify taxa associated with BMI after controlling for study site. Machine learning models were then trained to assess how …

Chatgpt, Where Should I Go? A Qualitative Exploration Of How Large Language Models Are Experienced As Support For Travel Planning, Mohammad Amin Kuhail, Asbjørn Følstad, Saifeddin Alimamy

All Works

Large language models (LLMs) are increasingly used for travel planning. Yet, little is known about how travellers experience and interact with such language models. This qualitative study explores how users employ LLMs to plan trips, drawing on the hedonic/pragmatic model of user experience to examine functional and affective dimensions. We collected data from 104 participants with prior experience using LLMs for travel advice through open-ended questionnaire responses. Thematic analysis revealed three key insights: (1) users value the pragmatic benefits of LLMs, such as efficiency, clarity, and confidence in decision-making, while also appreciating hedonic qualities, including inspiration, enjoyment, and authenticity; (2) …

A Machine Learning Framework For Contractor Scope Matching Using Profile Characteristics And Work Package Vector Similarity, Pedro Fonseca, Sergei Chuprov

Computer Science Faculty Publications

This paper presents a machine learning-based framework for predicting contractor performance in the construction industry by integrating contractor profile information with work package characteristics. The proposed approach addresses procurement challenges arising from the misalignment between contractor expertise and assigned scopes, a key contributor to cost overruns and schedule delays. Unlike existing models that rely on aggregated project-level indicators, the framework enables scope-aware performance prediction by leveraging the Work Breakdown Structure (WBS) to capture similarity among work packages. Contractor profiles are encoded using historical performance data, while WBS elements are vectorized to quantify scope similarity and contextualize predictions. Experimental results demonstrate …

Participants’ And Physiotherapists’ Views On The Delivery Of A Randomised Controlled Feasibility Trial Investigating A Bespoke Dynamic Elastomeric Fabric Orthosis For Women With Chronic Pelvic Girdle Pain: A Qualitative Exploration, Bradley Halliday, Jennifer Freeman, Sarah Chatfield, Lee Cameron, Kirsty Carter, Joanne Hosking, Jill Shawe

School of Health Professions

Background: Chronic pregnancy-related pelvic girdle pain (PPGP) affects approximately 10–30% of postpartum women beyond 3 months. Such pain is typically recalcitrant to standard care. A dynamic elastomeric fabric orthosis (DEFO) is one option. A feasibility randomised controlled trial (fRCT) assessed the feasibility and acceptability of trial design, interventions and data collection. The aim of this qualitative sub-study was to explore the experience of women participating in the feasibility trial, and physiotherapists delivering the trial intervention. Methods: An embedded qualitative study within a fRCT. The fRCT randomised participants to either control (standard care involving advice and exercise) or intervention (standard care …

Polygenic Risk Scores, Sex, And Socioeconomic Factors As Predictors Of Age Of Onset For Major Depressive Disorder, Kaitlyn M. Nowak

USF Tampa Graduate Theses and Dissertations

Major Depressive Disorder (MDD) is a heterogeneous psychiatric condition influenced by genetic, sociodemographic, and environmental factors, yet the extent to which these factors jointly shape the timing of disease onset remains unclear. This study evaluated the effects of polygenic risk scores (PRS), sex, and socioeconomic status (SES) on age of onset for MDD across two independent cohorts: the Pharmacogenomics Research Network Antidepressant Medication Pharmacogenomics Study (PGRN-AMPS) (N = 486) and the All of Us Research Program (N = 8,014). Analyses were restricted to individuals of European genetic ancestry, and PRS were constructed using both European-ancestry (EA) and multi-ancestry (MA) genome-wide …

Exploring Strategies For Reducing Employee Turnover In Healthcare Facilities, Khaddy Jammeh

Walden Dissertations and Doctoral Studies

No abstract provided.

Stress-Activated Pathways Mediate Pfas Effects On Human Placental Syncytiotrophoblast Cells., Keisuke Kozai, Kaela Varberg

Manuscripts, Articles, Book Chapters and Other Papers

Per- and polyfluoroalkyl substances (PFAS) are persistent environmental pollutants associated with placenta-mediated pregnancy complications, including preeclampsia, fetal growth restriction, and preterm birth. The syncytiotrophoblast (STB), which forms the placental barrier at the maternal-fetal interface and is directly exposed to maternal blood, is a primary site of PFAS exposure. Although PFAS induce STB apoptosis, the upstream stress-signaling pathways involved remain poorly defined. Here, we investigated stress-responsive signaling mechanisms mediating PFAS-induced STB cell death. STB differentiated from human trophoblast stem cells were exposed to vehicle or an environmentally relevant mixture of 5 PFAS (perfluorooctanoic acid, perfluorooctanesulfonic acid, perfluorohexane sulfonate, perfluorononanoic acid, and …

Offsetting Carbon With Lemons: Adverse Selection And Certification In The Voluntary Carbon Market, Vahideh Manshadi, Faidra Monachou, Ilan Morgenstern

Cowles Foundation Discussion Papers

To meet voluntary climate targets, firms often complement internal decarbonization efforts by purchasing carbon credits in the voluntary carbon market (VCM), which finance projects that reduce emissions elsewhere. However, these emissions reductions are difficult to verify, and growing evidence of overcrediting has cast doubt on the VCM's potential to genuinely offset emissions. We investigate how the VCM's defining features shape its climate effectiveness. Our model captures three central elements: adverse selection, as high-quality projects that truly reduce emissions are costlier yet difficult to distinguish from low-quality ones; imperfect third-party certification, as projects are screened based on a noisy signal of …

Racism In The Science And Practice Of Psychotherapy, Richard E. Redding, Craig L. Frisby

Psychology Faculty Articles and Research

We discuss a recent controversy that occurred in The Cognitive Behavioural Therapist over whether Lilienfeld’s critical views on microaggressions theory and research reflect racist beliefs, as alleged by some. This is one of many recent examples of a profoundly antiscientific practice whereby racism allegations chill scientific debate and open inquiry on important research issues. This produces an overtly politicized science that has a corrosive effect on scientific progress and ultimately the useful application of research in clinical practice. The microaggressions controversy provides an especially useful vehicle for challenging this state of affairs given the widespread application of microaggressions theory, including …

The Impact Of Social Media Use For Service Delivery By Library Personnel In Nigeria., Jamiu Adewale Abdulsalam, Soliudeen Idowu Sanni, Shasil Adedoyin Opoola

Library Philosophy and Practice (e-journal)

This study examined how social media is impacting service delivery by the library personnel in two universities of Ogun State, Nigeria. A descriptive survey design, correlational type was followed and a total enumeration sampling technique was applied to get all 105 members of the library staff from the two selected universities. Data were gathered using a structured questionnaire, which was developed to capture the social media patterns of users and service delivery. Descriptive statistics (frequency counts, percentages, means, and standard deviations) and inferential statistics (Pearson correlation) were used for data analysis. It was found that the most common library services …

Growth In Early Infancy Drives Optimal Brain Functional Connectivity Which Predicts Cognitive Flexibility In Later Childhood, Chiara Bulgarelli, Anna Blasi, Samantha Mccann, Bosiljka Milosavljevic, Giulia Ghillia, Ebrima Mbye, Ebou Touray, Tijan Fadera, Lena Acolatse, Sophie E Moore, Sarah Lloyd-Fox, Clare E Elwell, Adam T Eggebrecht, Bright Study Team

2020-Current year OA Pubs

Functional brain network organisation, measured by functional connectivity (FC), reflects key neurodevelopmental processes for healthy development. Early exposure to adversity, for example undernutrition, affects neurodevelopment, observable via disrupted FC, and leads to poorer outcomes from preschool age onwards. We assessed longitudinally the impact of early growth trajectories on developmental FC in a rural Gambian population from age 5-24 months. To investigate how these early trajectories relate to later childhood outcomes, we assessed cognitive flexibility at 3-5 years. We observed that early physical growth before the fifth month of life drove optimal developmental trajectories of FC that in turn predicted cognitive …

Item Selection Rules For Content Adaptive Progress Testing, Gergo Pinter, Nuno Santos, José Miguel Pêgo, Daniel Zahra, Steven Burr

Peninsula Medical School

Content adaptive progress testing (CAPT) introduces a new approach to longitudinal testing of candidates who take progress tests as part of their educational program. CAPT assessments adapt between subsequent assessments, tailoring items on an individual level to assist each candidate in demonstrating knowledge across many topics which are all mapped to the overall course learning outcomes. In this way, success is measured by topic completion on an individual level. Some of the key benefits include a truly personalized learning experience, with individual feedback throughout, while also tracking each candidate’s progress against a single long-term goal of demonstrating attainment across all …

Empirical Analysis And Optimization Of Impingement Cooling-Jet-Geometry For Austempering Hot-Rolled Steel Using Computational Fluid Dynamics, Azubuike Michael Nwankwo, Thomas Okechukwu Onah, Bertrand Nduka Nwankwojike

Engineering and Technology Journal

This investigation evaluates stationary impingement cooling of two bio-based fluids on a rectangular steel plate (230 × 120 × 12 mm) using jet diameters of 10 mm and 40 mm across impingement gaps of 115–155 mm. The study addresses the critical need for sustainable cooling media in metallurgical processes while advancing fundamental understanding of bio-fluid jet impingement heat transfer through integrated experimental-computational methodology. ANSYS-based numerical simulations and parametric optimization assessed how jet diameter and impingement gap influence convective heat transfer coefficients and governing dimensionless parameters. Temperature–time data were analysed using lumped thermal mass methods, generating empirical correlations from Reynolds, Nusselt, …

Panel Discussion: The Role And Accessibility Of Open Scholarly Infrastructure In Asia, Rocio Gaudioso Pedraza, Ginny Hendricks, Xiaofeng Guo, Mochammad Tanzil Multazam, Maria Lamury

FORCE 2026

The panel will cover regional perspectives on accessibility of key scholarly infrastructure for research communication in Asia, and reflect on trends in open science across the region.

Rocio Gaudioso Pedraza, Crossref, will moderate, and discuss the research nexus vision for an open, reusable network of connections underpinning research communications. Nearly half of Crossref members are based in Asia. This community’s interest to embrace and participate in global open infrastructure is growing. Ginny will talk about working with local partners to make participation accessible. Guo Xiaofeng, Director of Sin-Chn SCIENTIFIC PRESS, drawing on experience in China and Singapore, will discuss challenges …

Supporting Fair Practices In Scholarly Publishing With The Editorial Reference Handbook, Susanna-Assunta Sansone, Allyson Lister, Rebecca Taylor-Grant, Matthew Cannon

FORCE 2026

Co-produced by academics and publishers (incl. CUP, Cell Press, EMBO Press, Taylor & Francis, GigaScience Press, OUP, PLOS, Springer Nature), the Editorial Reference Handbook (https://publishers.fairassist.org) assists scholarly publishers in supporting the sharing of digital research objects and in operationalising FAIR research practices by addressing gaps in editorial workflows, policy implementation and stakeholder alignment. The Handbook comprises three interrelated components—a checklist, detailed guidance documentation, and a flowchart—intended primarily for in-house editorial staff while also providing value to reviewers, authors, and service providers.

Beside this practical collaboratively developed product, the Handbook is also a socio-technical pilot to improve the culture …

Ten Years Of Tuwhera: A Commitment To Sustaining Open Access Publishing, Donna Coventry

FORCE 2026

Tucked away, far from the conference circuit, is a part of the world which doesn’t tend to make the headlines when it comes to open access initiatives. New Zealand and by extension, the South Pacific, is a region struggling with a history of colonisation and trying to make systematic change around decolonisation - open access to research about ‘our place in the world’ is vitally important. 

Ten years ago Auckland University of Technology’s library (Te Mātāpuna) made the decision to start hosting Diamond open access journals. Starting with two established journals, the service was named Tuwhera which can be translated …

From Notebooks To Knowledge: Curvenote And The Open Ecosystem For Continuous, Computational Science, Mike Morrison, Rowan Cockett

FORCE 2026

Scientific communication is evolving — yet most of today’s research is still trapped in static PDFs that fail to capture the computation, data, and interactivity that define modern science. Curvenote is an open-source Scientific Content Management System and publishing framework that bridges this gap by connecting authoring, computation, and open infrastructure across the research lifecycle.

Built with MyST Markdown (a Jupyter project) and integrated with Jupyter Book, Curvenote enables researchers to author, review, and publish modular scientific content directly from computational notebooks — preserving executable code, metadata, and rich visualizations. The result is a seamless, web-native workflow that transforms a …

Controversy Associated With Red-Light Traffic Cameras, Alan D. Smith, Anna Abdulmanova

Atlantic Marketing Association Proceedings

No abstract provided.

Managing Ai Bot Access To Open Scholarly Infrastructures, Petr Knoth

FORCE 2026

The rapid rise of generative AI has created unprecedented demand for large, high-quality research corpora. Open access repositories and other open scholarly infrastructures have therefore become primary sources for AI bots, because they host research that is not universally reliable, but remains far more evidence-based than most web content. This is both an opportunity and a strain: repositories are now more valuable than ever, but machine traffic brings sustainability, capacity and policy challenges. Repositories may be able to scale, but who should fund that scaling, and under what conditions?

The core dilemma is how to curb abusive high-load bot activity …

Integration Of Research Software In Open Scholarship, Michelle Barker, Daniel S. Katz

FORCE 2026

The Research Software Alliance’s Publishing Research Software Forum is a collaboration of publishers committed to recognizing research software as fundamental and vital to research, supporting it, and connecting it and its developers to research publications. The forum provides a formal mechanism for members to share practices and consider how to individually and collectively address common challenges to achieve the significant cultural change needed across the research sector globally.

This presentation will share the forum’s work to increase policy alignment and implementation; incentives and enforcements to support researcher citation of research software; and alignment with broader efforts to improve citation of …

Beyond The Launch: Seven Years Of Sustaining An Open Educational Resource After The Grant Ends, Susan Gardner Archambault

FORCE 2026

This presentation shares seven years of lessons from maintaining Project CORA (Community of Online Research Assignments), an award-winning, open-access platform where librarians and educators share adaptable information literacy assignments. Launched in 2016 with grant support and strong community engagement, CORA saw early success: international page views across 150+ countries, 200+ shared assignments and teaching resources, and community-building features like "adapt this assignment" and leaderboards.

But when funding ended in 2018, Project CORA entered what many open projects experience but few discuss publicly: the precarious post-grant phase, when initial funding and enthusiasm fade but infrastructure still needs support. Annual contributions dropped …

[Birds-Of-A-Feather] Understanding And Handling Software Plagiarism In The Age Of Generative Ai, Daniel S. Katz, Scott C. Edmunds

FORCE 2026

Computing and software have supported research since their inception, and continue to play a significant role in knowledge production. However, the means of communicating research methods and results were developed long before computing existed, and the research community lacks best practices for documenting computational research elements transparently, reproducibly, and reusably.
Publishers are now more accepting of the inclusion of software (typically, source code) associated with submitted manuscripts, and many want to support processes to vouch for the integrity of software just as they do for other content, such as ensuring that ethical and legal concerns such as authorship, plagiarism, copyrights …

Assessment Beyond Transactions: Measuring Library Impact In Knowledge Synthesis And Research Support, Shameem Nilofar Maideen

FORCE 2026

As newer forms of research assessment emerge that move away from narrow bibliometric indicators toward holistic evaluation of scholarly contributions, academic libraries face both an opportunity and a challenge to articulate their value beyond transactional metrics. Traditional library assessments such as circulation statistics, database logins, and reference transactions fail to capture libraries' increasingly sophisticated roles in knowledge synthesis, research integrity support, and fostering interdisciplinary collaboration.

This session explores emerging and possible assessment methodologies that align library evaluation with broader research assessment reform movements. Through examples from Singapore Management University Libraries' transformation toward knowledge partnership models and an analysis of innovative …

Diamond Open Access Journals In India: Status, Sustainability And Challenges, Mallikarjun Dora, Kanagasabai K, Raj Kishor Kampa

FORCE 2026

Open-access publishing has transformed scholarly communication in recent decades. The share of OA articles between 2014 and 2024 increased by 26%, from a modest 14% in 2014 to 40% in 2024. OA journals have evolved over time and exist in various models based on funding mechanisms, including the Gold, Green, Hybrid, and Diamond models. While OA publishing emerged in response to scientific inequality, middle- and low-income countries face the barrier of high Article Processing Charges (APC), which hinder them from publishing in those journals (Alperin, 2022). The Article Processing Charges are part of the Gold and Hybrid OA models, where …