Digital Commons Network^™

Feedback Loop Intensity Monitoring And Automatic Intervention For Recommendation Systems, Anonymous

Defensive Publications Series

Systems and methods are described for monitoring recommendation feedback loops and automatically intervening in live ranking. A feedback loop intensity (FLI) for a user and topic is computed as a ratio of a user-conditional topic serving proportion to a global topic serving proportion over a rolling window. An organic interest score is computed from non-recommendation-channel evidence including one or more of search, direct navigation, creator following, or external engagement. An adjusted FLI is generated by dampening the raw FLI as a function of organic interest. When adjusted FLI exceeds configurable thresholds, a controller applies topic-specific, tiered interventions in the ranking …

Ensouling Progressive Partnership Synergy In Marketing To Revive The Indonesian Furniture Industry, Ahmad Ikhwan Setiawan, Fatimah Fatimah, Cheryl Marlitta Stefia

Asia Marketing Journal

This study develops a partnership marketing model to improve collaboration between suppliers and resellers in Indonesia's furniture industry by introducing Progressive Partnership Synergy (PPS), which links partnership dynamics to sales growth. A quantitative survey of 240 small and medium furniture manufacturers in Central Java tested the model using AMOS and Hayes's PROCESS Macro to examine mediation by synergy and competitive-advantage transformation. Results show PPS significantly affects sales growth while mediating the influence of competitive-advantage transformation. Market adjustment flexibility and partner orientation strengthen supplier–retailer ties. Some hypotheses were rejected, indicating additional factors are needed to optimize partnerships. Limitations include treating contextual …

The Price Of Expectation: How Luxury Consumers React To Quality Crises, Jeong Ah Yoo, Daye Hong, Yoon Hi Sung

Asia Marketing Journal

This study investigated the mechanisms underlying consumer responses to quality crises in luxury brands and examined how these responses differ depending on consumers' prior luxury brand purchase experience. The findings indicated that stronger price-quality inferences led to elevated product quality expectations. Further, when consumers encountered information regarding quality controversies, their heightened expectations produced greater perceived discrepancies, which subsequently had a negative impact on brand attitudes. Additionally, this study found that the negative impacts of perceived discrepancies on brand attitudes, purchase intentions for other products of the brand, and forgiveness intentions were more pronounced among luxury than among non-luxury consumers. Finally, …

Can Ai-Generated Ads With Future Predictions Drive Higher Donations Than Human-Created Ads?, Chaewon Song, Sujin Song

Asia Marketing Journal

The use of AI in generating ads offers benefits for NPOs, such as enhanced cost efficiency and personalized content. However, consumers often exhibit algorithm aversion when AI performs subjective tasks, like ad creation. According to mind perception theory, AI is seen as high in agency but low in experience. Given this, we hypothesized that including future predictions in AI-generated ads would mitigate this aversion. Across four studies, we found that AI-generated donation ads were generally perceived as less credible and elicited lower donation intentions than human-created ones. Crucially, when future predictions were included, the credibility and donation gap between AI …

Improving Body Protocoling To Reduce Patient Dose And Optimize Patient Care, Rafael Herrera

Graduate Medical Education Research Journal

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From Visual Field To Visual Field: 10-2 Visual Field Map Prediction From 24-2 Visual Field Using Machine Learning And Detection Of Central Visual Field Progression, Golnoush Mahmoudinezhad

Graduate Medical Education Research Journal

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Primary Tracheal Small Cell Carcinoma: A Systematized Review, Tony Satroplus

Graduate Medical Education Research Journal

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Associations Of Insurance Status, Frailty, And American Society Of Anesthesiologists On Endoscopic Transnasal Transsphenoidal Surgery, Steven Goicoechea

Graduate Medical Education Research Journal

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A Rare Case Of Haemophilus Influenzae Shoulder Septic Arthritis In An Elderly Patient, Annemarie Leonard

Graduate Medical Education Research Journal

NA

The Woman In Hijab: A Performance Autoethnography Of Intersecting Identities In Arabic Language Teaching, Sayonara Tomoum

Journal of Educational Research and Innovation

This performance autoethnography inhabits the pedagogical encounter between a North African Muslim woman in hijab teaching college-level Arabic and an African American Muslim student whose Islam traveled a different racial and geographic history. Race and religion move through every exchange, shaping who holds authority, whose Arabic counts, and how bodies are racialized and read through religious markers. This work draws on Della Pollock’s (2007) concept of error as a site of possibility and her performative question “What now?” to name pedagogical rupture as the moment when the conditions shaping the encounter become legible as knowledge. Through performative writing, this autoethnography …

Navigating Your First Technical Paper In Social Sciences: Understanding Single Case Research Design, Diana Parry-Cruwys, Allen Karsina, Jacquelyn M. Macdonald

Journal on Empowering Teaching Excellence

Access the online Pressbooks version of this article here.

Reading and understanding a research article utilizing single case research design (SCRD) may be a particularly challenging hurdle students face when starting graduate level coursework in the social and health sciences. This paper helps ease this challenge by describing what SCRD is and why it is important to understand when interpreting results in SCRD papers. Additionally, it will explain the various parts of a single case research design paper and what should be included in each section. To understand the results of SCRD, it is imperative that students understand experimental design. …

Effects Of Cross-Curricular Instruction On Clinical Education Outcomes For Speech-Language Pathology Graduate Students, Michele Dacy, Kimberly Smith

Journal on Empowering Teaching Excellence

Access the online Pressbooks version of this article here.

Cross-curricular instruction is the process of combining information from two or more subjects within a single discipline in order to help students integrate the knowledge and skills they learn from separate courses. The purpose of this study was to examine how cross-curricular instruction impacted speech-language pathology (SLP) graduate students' knowledge, confidence, and clinical skills related to the assessment of patients with co-occurring diagnoses of dementia and dysphagia. Twenty-three SLP master's students completed a questionnaire before and after receiving cross-curricular instruction on how to assess dysphagia in persons with dementia. The questionnaire …

Post, Anya Unser

Floodwall Magazine

No abstract provided.

"My Two Legs Are Broken, But Look At Me Dance", Korbyan Chavez

Floodwall Magazine

No abstract provided.

The Effects Of Ballistic Resistance Training On Upper-Limb Power And Reaction Time In Youth Épée Fencers, Mahmoud Sallam, Mazin Hasan Alhasany, Hachin Chani, Ghofran Bashir, Bushra Al-Hammashi, Gaffar Saad, Hussein Hashos, Amr Hamza, Mariola Gepfert

Baltic Journal of Health and Physical Activity

Background: Explosive power and rapid reaction time are crucial in fencing. Ballistic resistance training (BRT) may improve these qualities but is rarely applied in fencing. Materials and methods: To assess the effects of an eight-week BRT program on upper-limb power and reaction time in youth Egyptian épée fencers, nineteen male fencers (aged 16.6 ± 1.5) were randomly divided into a BRT group (n = 10) and a control group (n = 9). The BRT group added three weekly 30-minute sessions of "Ballistic Six" exercises to regular fencing training. Tests before and after included: tennis ball throw (power), armed …

Prompting Change With Genai In Large-Scale Document Review: A Real-World Study, Robert Keeling, Ray Mangum, Amy Hanke, Alyssa Ogden

Journal of Technology Law & Policy

The evolution of document review in civil litigation has reached another milestone—one that invites a new partnership between humans and technology that promises gains in accuracy, efficiency, and scalability. Generative artificial intelligence (genAI) is remaking business and professional life at extraordinary speed, and, within the legal sphere, nowhere is its impact more immediate—or the potential changes more dramatic—than document review.

Yet significant questions remain. When does genAI meaningfully improve document review? How should it be integrated into established workflows? How should its outputs be validated? As with prior technologies that are now widely accepted in eDiscovery, genAI’s broader adoption will …

Artificial Intelligence In Document Review: Statistically Defending The Process And Results Of E-Discovery Workflows, Aron Ahmadia, Nathan Reff, Matthew Reiber, Chad Roberts, Cristin Traylor

Journal of Technology Law & Policy

The use of artificial intelligence (AI) for document review allows legal teams to process and produce electronic documents on a scale, speed, and cost that would have been unheard of only a few years ago.

But as legal teams become increasingly dependent on AI to locate and prioritize responsive documents, courts and opposing parties rightly demand heightened verification that the workflow is well designed and that the evidentiary output is sufficiently accurate to ensure a full and fair adjudication of the facts at trial. This Article explores the processes and statistical tools available to litigants to respond to related objections …

The Recovery Of Meaning In A Digital Age: E-Discovery And The Renewal Of Judgment, William F. Hamilton

Journal of Technology Law & Policy

Modern litigation unfolds within a dense and expanding digital environment. Nearly every human activity now leaves behind emails, documents, metadata, collaborative communications, and machine-generated records that together form the factual foundation of contemporary litigation. This Article argues that electronic discovery is not merely a technical, managerial, or compliance process, but a core litigation practice concerned with the recovery, reconstruction, and rehabilitation of the factual world on which judgment depends.

Tracing the evolution of discovery from its twentieth-century roots to the present era of pervasive digital evidence, this Article shows how electronically stored information (ESI) continues to alter the dynamics of …

Force Multiplier?: Artificial Intelligence, Uneven Competence, And The Integrity Of The Adversarial System, Ralph Artigliere, David Horrigan, Rose Hunter Jones

Journal of Technology Law & Policy

Generative artificial intelligence has entered legal practice with unprecedented speed, transforming how lawyers and judges synthesize information, develop arguments, and evaluate evidence. While early attention has focused on visible failures such as hallucinated citations and fabricated authority, these incidents do not capture the deeper structural risk AI poses to the legal system. The authors argue that generative AI is a stress test for legal institutions: it offers substantial opportunities to improve legal practice and access to justice, but it also operates as a force multiplier that can deepen structural asymmetries when professional competence and oversight are uneven. Unlike prior legal …

Retrospective: The Burney Centre, Mcgill University, 1945-2024, Peter Sabor

ABO: Interactive Journal for Women in the Arts, 1640–1830

The origins of McGill University’s Burney Centre go back to 1945, when Joyce Hemlow was appointed to McGill’s Department of English. After publishing a major biography of Frances Burney in 1958, Hemlow initiated what she termed the Burney Project: a research centre devoted to producing scholarly editions of the journals and letters of Burney and her father, the music historian Charles Burney. The Frances Burney edition was completed, in 25 volumes, in 2019; five volumes of the Charles Burney edition have appeared to date, with a sixth and final volume to follow. Joyce Hemlow was succeeded as Director of the …

A Review Of Willow White's Feminist Comedy: Women Playwrights Of London (University Of Delaware Press, 2024), Mattie Burkert

ABO: Interactive Journal for Women in the Arts, 1640–1830

A review of Willow White's Feminist Comedy: Women Playwrights of London by Mattie Burkert.

A Review Of Karen Bloom Gevirtz 'S The Apothecary's Wife (University Of California Press, 2024), Annika Mann

ABO: Interactive Journal for Women in the Arts, 1640–1830

A review of Karen Bloom Gevirtz's The Apothecary's Wife by Annika Mann.

Teaching Evelina With Digital Humanities, Hilary Havens

ABO: Interactive Journal for Women in the Arts, 1640–1830

Digital humanities, an interdisciplinary field that applies digital methodologies and technologies to the humanities, is an excellent lens through which to approach the eighteenth century.  I integrate digital humanities tools and workshops alongside primary source readings in all of my eighteenth-century British literature classes to help students better understand those texts and the world in which they were created.  In my upper-level undergraduate class on late eighteenth-century literature, I teach four digital humanities tools to students, two of them (StoryMapJS and Voyant) in connection with Frances Burney’s Evelina (1778). These tools train students how to uncover historical and geographic contexts …

Reading Burney’S Mastectomy Letter: Presentist Thinking And Personal Responses In The Classroom, Heather Meek

ABO: Interactive Journal for Women in the Arts, 1640–1830

Frances Burney’s mastectomy letter, in its graphic and detailed depiction of the operation she underwent without anesthetic in 1811, does not always lend itself immediately to standard, scholarly classroom discussion. It tends, rather, to incite unusually intimate responses, as well as conversations about medicine and health today. In my teaching of the letter in literature courses at Université de Montréal over the course of the past 13 years, I have found that students are inclined to seize upon the subject of breast cancer as especially contemporary in its relevance and to share their own anecdotal knowledge of the disease. I …

Shifting Frameworks And Continued Influence: Grassroots Environmental Movements In Los Angeles, Matthew Chin

Voces Novae

No abstract provided.

A Century Of Safer Skies: Statistical Insights Into Aviation Accidents And Death Rates, Abhijeet Regmi

Journal of Aviation Technology and Engineering

The purpose of this study is to determine whether the recent advancements in the technology used for aircraft maintenance and repair have resulted in an increase or decrease in the accident and fatality rates of aviation incidents and accidents. The primary concerns are the extremely low survival rates in aviation accidents and the necessity to determine whether or not the accident and fatality rates are declining in light of recent technological advancements. If the rate is rising, we must prioritize passenger and crew safety more and adhere to tight regulations when performing repairs and maintenance. The data were compared for …

The Open Wiki Of Electrochemical Methods (Owem): A Community-Driven Educational Resource, Anderson Fuller, Devin Rappleye

Reviews, Analyses, and Instructional Studies in Electrochemistry (RAISE)

The traditional resources for learning electrochemical methods—textbooks, academic literature, and university coursework—remain essential but are limited in accessibility, update frequency, and practical usability. This paper introduces the Open Wiki of Electrochemical Methods (OWEM), an open-access, community-driven platform designed to complement these resources. OWEM organizes content into equations, definitions, methods, tutorials, and supplementary articles, with a heavy emphasis on experimental relevance. A case study on cyclic voltammetry demonstrates how OWEM consolidates foundational theory, lesser-known results, and practical guidance within a continuously maintainable framework to benefit the broader electrochemistry community.

Enhancing Clinical Care Quality Through 1-On-1 Quality Improvement Education In Family Medicine, Jude K A Des Bordes, Shira K. Goldstein, Nahid J. Rianon

HCA Healthcare Journal of Medicine

Background

Ongoing improvement and evaluation of clinical care are essential to maintaining high standards. The Accreditation Council for Graduate Medical Education (ACGME) requires all accredited family medicine programs to provide quality improvement (QI) education. Given competing educational demands, residency programs must adopt innovative approaches to teaching QI. This article describes an individualized approach to QI education that we implemented in our family medicine residency program and the outcome of its evaluation.

Methods

Guided by a logic model and evaluated using the RE-AIM (Reach, Effectiveness, Adoption, Implementation, and Maintenance) framework, this quasi-experimental 1-group pre-test-post-test study (July 2022-June 2023) involved all second-year …

Does Staff Education Increase Sequential Compression Device Utilization: A Retrospective Study, Devin Q. John, Vincent Lee, Akshay V. Daji, Hans Lapica, Connor Donley, Matthew J. Mccrosson, Nino Coutelle, Carlos Fernandez, Diego Lima

HCA Healthcare Journal of Medicine

Background

Venous thromboembolism (VTE) is a significant perioperative safety concern among orthopedic patients, with an incidence of 0.4%-1.0% and a substantial risk of chronic complications. Sequential compression devices (SCDs) are recommended for VTE prophylaxis, yet compliance remains suboptimal due to staff misconceptions. This study evaluates the impact of a resident-led educational intervention on SCD utilization among nursing staff in orthopedic postoperative care.

Methods

This retrospective study was conducted at 2 hospitals (HCA Florida JFK Hospital and HCA Florida Palms West Hospital). Nursing staff participated in a single educational session addressing SCD benefits, application techniques, and operational protocols. Data on SCD …

"I Don’T Know That You Can Do That Anywhere Else": The Role Rural College Towns Play In The Formation Of Queer Identity, Amy Mcdowell, Ryan J. Parsons, Julia Kraus

Journal of Queer and Trans Studies in Education

Challenging dominant narratives suggesting that rural spaces are inhospitable to LGBTQ+ identities, this study examines how queer individuals navigate space, rurality, and queerness in Oxford, Mississippi, a historically conservative college town. Drawing on oral histories from the Queer Mississippi digital archive, we argue that rural institutions of higher learning (rural IHLs) and the college towns they are embedded in serve as critical sites of queer identity formation. The rural college town provides a unique space where LGBTQ+ individuals from both within and outside the South navigate self-discovery, social networks, and belonging. We highlight the transformative role of these spaces in …