Digital Commons Network^™

Multicentric Cross-Sectional Study On Determinants In Choosing Subspecialties In Internal Medicine And Job Satisfaction Among Internal Medicine Trainees And Specialists In The Usa, Indira Acharya, Onyekachi Ibe-Ejiogu, Mona Alkayyali, Ashik Pokharel, Nathan C Kilian, Mina M Al-Hamadani, Ashbina Pokharel, Jiling Chou, Christopher J Haas

Journal of Community Hospital Internal Medicine Perspectives

Background/ Purpose:

To analyze the sex distribution of physicians in a specific subspecialty, identify factors influencing subspecialty choice in internal medicine, assess job satisfaction, and evaluate burnout levels among Internal Medicine (IM) trainees and specialists.

Methods:

A questionnaire-based study was conducted using the Abridged Job Descriptive Index (AJDI) for job satisfaction and the Maslach Burnout Inventory (MBI) for burnout. Participants included IM residents, fellows, attendings, and hospitalists considering fellowship. Descriptive and statistical analyses, including Fisher's exact test, were performed using R to assess trends across subspecialties grouped by fellowship competitiveness.

Results:

A total of 162 IM physicians participated, with …

System And Method For Knowledge Reuse From Infrastructure Interaction Exhaust And Cross-Agent Behavioral Metadata Inference, Eric Zavesky

Defensive Publications Series

A system and method for cross-agent behavioral pattern learning and knowledge reuse from infrastructure interaction exhaust. The system passively captures interaction traces from multiple actors - including autonomous agents, semi-automated processes, and human users - as they interact with databases, APIs, and infrastructure endpoints through heterogeneous surfaces. A semantic inference layer analyzes captured traces to infer properties beyond raw telemetry, including organic field discovery, relevance weighting, prompt-level field alias mining, role frequency and sensitivity determination, and retry-aware intent detection. A pattern sanitization module strips individual actor identity and raw data values while preserving role-scoped organizational tokens, producing parameterized patterns with …

Context-Aware Semantic Method And System For Network-Connected Camera Notification Filtering, Josh Och, Andrew Axley

Defensive Publications Series

A system and method are provided for enhancing the operational intelligence of network-connected cameras through the establishment of camera-specific semantic context. A digital repository is associated with an individual monitoring device to store context metadata representing physical and logical relationships in the device's field of view. The context metadata can be defined via user input or automatically inferred using analytical models that identify historical activity patterns or process environmental feedback. When a monitoring event occurs, the associated context metadata is retrieved and integrated into an evaluation framework, such as an augmented prompt for a generative artificial intelligence model, to analyze …

Data Center Closed Loop Cooling And Water Generator, Daniel Schramm

Defensive Publications Series

Integrating closed-loop microchannel server cooling with an organic Rankine cycle (ORC) and an ambient atmospheric water harvesting (AWH) condensation stage creates a unified system. This architecture uses high-density server waste heat to drive thermodynamic cycles that simultaneously stabilize computing infrastructure and yield pure water as an environmental byproduct.

Honeycomb‑Insulated, Chemical‑Heated, Fail‑Safe Survival Tent (Hichest‑1.3), Michael Victor Caldwell Mr.

Defensive Publications Series

This invention describes a portable, non‑electric emergency survival tent that uses a gradient honeycomb air‑cell wall with an integrated aluminized inner face, structural heat‑pack pockets formed by the cells themselves, a continuous base heat channel, interlocking baffle redundancy, one‑way check valves, and a fail‑safe flexible dome frame. The tent maintains structural integrity and thermal protection even if the inflatable honeycomb walls deflate. It is optimized for short‑term emergency survival (1–3 nights) in sub‑zero conditions without electricity or fuel. All components use existing materials and manufacturing methods. This invention is released as open hardware for global use.

On The Passing Of Wendell Berry, Gayle E. Doornbos, Jeff Ploegstra, Danielle Wyenberg, Howard Schaap

Faculty Work Comprehensive List

"Berry’s literary contributions are vast and multifaceted, but the central messages carry an invitation into a more intentional life, one that prioritizes people, land, communities, and the joy of good work."

Posting about Wendell Berry's passing and literary legacy ­­­­­­­­from In All Things, an online hub that offers insight into maintaining and faithful and orthodox Reformed Christian worldview while fearlessly engaging in every aspect of contemporary life – until all is made new.

On the Passing of Wendell Berry

Rachel's Quest, William Lindsey Mcdonald

Correspondence

Letter from William Lindsey McDonald to Rachel, with an unlisted last name, in response to the question "who is Piedmont?" McDonald's answer endeavors to stretch across time and becomes philosophical at times. To the outsider, it would appear that McDonald was answering an inquiry about the Piedmont plateau region within the Eastern United States, a relevant subject for a local historian who often described geography. However, McDonald is instead telling about the somewhat humorous existence of an "old owl" that inhabited his childhood.

Immigrant Women’S Experiences Of Living In An Abusive Relationship: A Narrative Inquiry, Fay M. Dastjerdi, Sassan Issari, Zipora Rahmanov, Elizabeth Sombilon

International Nursing Research Congress (INRC)

Immigration has become a reality in most parts of the world for different reasons. Iranian immigrants ranked sixth in acquiring Canadian citizenship and eighth in being admitted as permanent residents (Bains, 2024; Risdon, 2024). Most immigrants experience some degree of loss and disassociation after being dislocated. Intimate Partner Violence (IPV) impacts people of all genders, ages and socioeconomic, racial, educational, ethnic, religious and cultural backgrounds; however,women experience this form of gender-based violence at much higher rates, most often perpetrated by men (Statistics Canada, 2023 & 2025). IPV presents a significant public health challenge affecting diverse demographic groups, including immigrant women …

Sla Elastic Resin Curing Test Data, Richard Amesimenu, Johnson Nwogu, Haijun Gong

Faculty Datasets

3D printing via stereolithography (SLA) enables high-resolution polymer components, but as-printed parts may exhibit incomplete polymerization and reduced mechanical performance. This study investigates the effects of UV post-curing time on SLA-printed elastic photopolymer resin. Specimens were evaluated using Differential Scanning Calorimetry (DSC), uniaxial tensile testing (ASTM D412 Type C), and Durometer Type M hardness testing. Results show that increased post-curing enhances crosslink density, tensile strength, elastic modulus, and hardness, while extended curing may reduce ductility. An optimal post-curing window balancing stiffness and flexibility was identified. Testing datasets include DSC (dsc/), tensile testing (tensile/), and hardness testing (hardness/) results for uncured …

The Business Next Door: The Rise, The Transition, And Fall Of The Holland Furnace Company Ii, Steve Vanderveen

University Faculty Publications and Creative Works

From 1906 to 1928, the Holland Furnace Co. grew from an idea to a manufacturing powerhouse, making 46,000 furnaces. However, the world was on the verge of experiencing an economic depression and the Kolla and Landwehr families a devastating tragedy.

Using Graphic Novels In The Teaching And Learning Of Mathematics And Physics, Jason Ho, David Klanderman, Sarah Klanderman, James Turner

University Faculty Publications and Creative Works

Are you looking for innovative teaching strategies for geometry or other mathematics and physics courses? In this article, we o!er a discussion of several graphic novels and their potential for successful teaching and learning at the high school and university levels. We describe how engaging stories, combined with mathematical and scientific meaning found in both text and image, can help to excite students, enrich learning, and explain mathematical concepts. We report on recent data collected from multiple mathematics and physics classes that extend prior research on the use of graphic novels to teach English Language Arts (Boerman-Cornell and Kim, 2020) …

2026-09-04 Minutes Of The Executive Committee Of The Academic Senate Senate, University Of Dayton. Academic Senate. Executive Committee

ECAS Minutes

Approved minutes of a meeting of the Executive Committee of the Academic Senate of the University of Dayton.

Toward Reliable Compressive Strength Prediction Of Marble Powder-Blended Concrete: Comparative Machine Learning And Shap-Based Interpretability, Shamal Abdullah Mohammed, Aryan Far H. Sherwani, Nzar Shakr Piro

Polytechnic Journal

The production of conventional concrete has a significant impact on the environment, primarily due to the cement (C) component. To mitigate this impact, binders with reduced environmental footprints were used in concrete mixtures as a partial replacement for C, including powders of industrial byproducts. Waste marble powder (WMP) is one such alternative; however, its incorporation causes complicated interactions with cementitious materials, making the compressive strength (CS) prediction difficult. This study developed and evaluated four predictive models (multilinear regression (MLR), full quadratic regression (FQ), M5P tree, and artificial neural network (ANN)) using a dataset of 306 WMP-blended concrete mixes from 16 …

Ritual Action Reed Trio: September 4, 2026, Andy Nogal, Andy Hudson, Ben Roidl-Ward

School of Music Programs

This is the second program of the 2025-2026 season.

Kemp Recital Hall

September 4, 2026

Thursday Evening

7:30 p.m.

20260904: University Communications, 1938-1990, University Communications

Guides to University Archives

These items include materials from the office of University Communications at Marshall University from 1938-1990s. Items were received at a much earlier date and include notable materials such as New Faculty lists, Training for Engineering at Marshall, Office Directories, and Marshall University Fact Book. Please see the inventory for a full list of details.

The Employment Situation Of Veterans: August 2026, Institute For Veterans And Military Families At Syracuse University

Institute for Veterans and Military Families

U.S. employment grew by 162,000 jobs in August 2026 while the national unemployment rate remained at 4.1%. Veteran unemployment improved significantly, falling from 4.2% in July to 3.4% in August, with Post-9/11 veterans declining from 4.7% to 3.5%. Female veterans (2.4%) and male veterans (3.6%) both had lower unemployment rates than their nonveteran counterparts. Unemployment among Black veterans dropped sharply from 10.4% to 4.4%, while Hispanic veterans improved to 4.9%. Younger veterans continued to experience the highest unemployment rates. Overall, veterans maintained lower unemployment rates than nonveterans across most demographic groups.

The State Of The Unions 2026: A Profile Of Organized Labor In New York City, New York State, And The United States, Ruth Milkman, Joseph Van Der Naald

Publications and Research

The 2026 State of the Unions report finds that while union density remains strong in New York, membership rates remain largely unchanged, despite renewed organizing, successful strikes and strong public support for labor. Union density stands at 20.5 percent in New York City and 20.9 percent statewide, more than double the national rate of 10 percent, yet well below levels recorded two decades ago. The report also examines the persistent divide between public- and private-sector unionization, the industries and workers sustaining organized labor, and the forces limiting growth. A special section considers Mayor Zohran Mamdani’s labor-friendly record and the opportunities …

Fastest-Warming States And Cities In The Mountain West, 2025, Maisoon Faris, Kahlen Coss, Kevin Yang, Caitlin J. Saladino, William E. Brown Jr.

Environment

This fact sheet presents data published by Climate Central on the change in average annual temperatures for the five Mountain West states of Arizona, Colorado, Nevada, New Mexico, and Utah and 15 Mountain West cities from 1970 to 2025. City-level data are derived from Applied Climate Information System (ACIS) operated by National Oceanic and Atmospheric Administration (NOAA), state-level data are derived from NOAA’s National Centers for Environmental Information (NCEI).

Implementation Of Asynchronous Mentor Education Modules To Improve Mentoring Competency, Elvira Sayfutdinova

Doctor of Nursing Practice (DNP) Student Projects

Background & Significance: Structured mentorship supports new CRNAs as they transition to practice, fostering confidence, job satisfaction, and professional growth. The WashU Medicine Department of Anesthesiology (WUDA) launched a CRNA Mentorship Program in 2022, but it lacked standardized mentor education, leading to inconsistent mentor preparation and variable mentoring practices.

Review of Literature Findings: Structured mentor education improves mentoring competency across healthcare settings, yet the literature specific to CRNAs remains limited. Asynchronous, self-paced formats reduce barriers to participation for busy clinicians, but no prior study has evaluated a fully asynchronous, prerecorded mentor-education format for CRNAs.

Methods: This pre-/post quality improvement (QI) …

Palliative Care Consults In The Intensive Care Unit, Kyra Zimmer

Doctor of Nursing Practice (DNP) Student Projects

Background & Significance: Intensive care unit (ICU) patients often face serious illness or terminal diagnoses requiring invasive monitoring and life-sustaining treatments. Palliative care (PC) supports patients and their families by focusing on improving quality of life, goals of care, and symptom management. It is estimated that 14-20% of ICU patients in the United States could benefit from palliative care consults (PCCs) with potential savings of $6 billion per year. Nurses caring for these patients face unique ethical challenges and may develop secondary post-traumatic stress, emotional strain, burnout, and compassion fatigue.

Review of Literature: The review of literature supported a structured …

Implementation Of A Learning Module To Reduce Advanced Practice Provider Preceptor Burden, Michelle Bloom

Doctor of Nursing Practice (DNP) Student Projects

The transition of advanced practice providers (APPs) from student to provider, or from an experienced provider to a new organization or location, has been identified as a high-stress period with potential turnover for new-hire APPs. APP preceptors play a key role in this transition. Limited time to teach during the clinical day and a limited knowledge base among new hires were two of many factors associated with increased preceptor burden. A brief online educational module that provided pre-clinical, organization-specific education was proposed to improve new-hire APPs’ knowledge base and reduce preceptor burden, among APP preceptors working in a 36-bed surgical/burn/trauma …

Pilot Intervention Of Wearable Smart Device And Coaching To Improve Sleep, Well-Being, And Professional Fulfilment Among Female Clinicians In Primary Care, Cheryl D. Stults, Sien Deng, Nina K. Szwerinski, Amandeep Mann, Sarina Le Sieur, Kimberly Ababseh, Tiffany Lam, Jill Kacher Cobb, Kelly Reilly, Stacey Upton, Dionyse Hartmann, Dennise Rosas, Laurie Gregg

Journal of Wellness

Introduction: Previous research has suggested an association between lack of sleep and well-being. Given higher rates of burnout among female clinicians, the Sutter Health “Joy of Work” team (a multidisciplinary group dedicated to improving organizational well-being) conducted a pilot among female clinicians in ambulatory services to assess factors associated with sleep, professional fulfillment, and intention to leave/reduce work hours.

Methods: The intervention consisted of several components: an Oura ring (a wearable smart ring device that tracks activity, sleep, and heart rate); health coaches who sent text messages to participants and advised those participants with additional resources and questions; and three …

Discovering Repurposable Drugs For Alzheimer's Disease And Related Dementias: Target Trial Emulation Using Decentralised Real-World Data, Qiong Wu, Lu Li, Yuqing Lei, Ting Zhou, Huilin Tang, Bingyu Zhang, Yiwen Lu, Maxwell Salvatore, Dazheng Zhang, Jiayi Tong, Tingyin Wang, Siqi Chen, Haoyang Li, Zhenxing Xu, Yu Huang, Yu Hu, Na Hong, Yujia Zhou, Fongci Lin, Kyra O'Brien, Yong Chen, Ruowang Li, Hua Xu, Fei Wang, Jiang Bian, David Wolk, Yong Chen

College of Population Health Faculty Papers

BACKGROUND: Alzheimer's disease and related dementias (ADRD) affect nearly 6.9 million Americans, with the number expected to triple by 2050, while disease-modifying therapies remain unavailable. Drug repurposing, which identifies new indications for already approved medications, offers a more efficient and cost-effective pathway to accelerate development of effective therapies for ADRD. The aim of this study is to identify potential drug repurposing signals by systematically screening routinely prescribed drugs for associations with progression from mild cognitive impairment (MCI) to ADRD.

METHODS: We conducted a multi-site target trial emulation using electronic health record (EHR) data from four decentralised databases: INSIGHT Clinical Research …

Infographic: Teacher Pedagogical Knowledge, Dominique Russell

Teacher infographics

Part of the OECD’s Teaching and Learning International Survey (TALIS) 2024, the Teacher Knowledge Survey is the first large-scale study providing internationally comparable measures of general pedagogical knowledge (GPK). Findings suggest it may contribute to improving students’ and teachers’ outcomes.

Dimensions Of Father-Love Absence As Predictors Of Psychological Well-Being: Evidence From University Students, Dody Hartanto, Mufied Fauziah, Zerlinda Aurora Saputri

Jurnal Kajian Bimbingan dan Konseling

Psychological well-being is a crucial aspect of university students' development as young adults. Father-love absence is believed to be one of the factors influencing this well-being. This study aimed to analyze the role of father-love absence as a predictor of university students' psychological well-being and to identify the contribution of each aspect of father-love absence. A quantitative approach with a descriptive correlational design was employed. A total of 318 active university students were selected through simple random sampling and completed an online questionnaire. Father-love absence was measured using an adapted scale based on Xiang and Zhou's theory, encompassing four aspects: …

The George-Anne Inkwell Edition, Georgia Southern University

The Inkwell

No abstract provided.

From Retrieval To Generation: Building And Evaluating An Ai Accompanist For Piano Duets With An Anticipatory Music Transformer, Sai Ruthvik Uppala

Masters Theses

Systems that accompany a live musician, such as ACCompanion, work by retrieval: they hold a written accompaniment and stretch its timing to follow the soloist, so they can only accompany music whose second part already exists as a score. This thesis asks whether that second part can instead be generated, and specifically whether a machine learning model can write an accompaniment for a piece whose score it has never seen. A player performs the primo, the melody; a model produces the secondo, the accompaniment; and a score follower places the generated notes against the live performance. If this works, a …

Developing The Social And Legal Competence Of Future Social Counselors, Lazzat Suleimenova, Saira Zhiyenbayeva, Kamchat Yessenova, Yernar Onalbekov, Elmira Bayarystanova

Higher Learning Research Communications

Objectives: The social and legal (also referred to as sociolegal) competence of future social counselors is one of the key factors that ensures the effectiveness of their professional activities—protecting the rights of the individual, collaborating with other professionals, and contributing to the creation of a safe social environment. The study aimed to create and implement a model and pedagogical conditions for the development of sociolegal competence of future social counselors in higher education institutions of the Republic of Kazakhstan.

Methods: As part of a study conducted at L.N. Gumilyov Eurasian National University, Faculty of Social Sciences, in the social pedagogy …

Rafael Aguilar-Ayala V. Attorney General United States Of America

2026 Decisions

Agency

Urve Maggitti V. John Capuzzi, Sr.

2026 Decisions

USDC for the Eastern District of Pennsylvania