Digital Commons Network^™

Community College Librarian Needs Assessment: Academic Status And Research Interest, Christine (Mi-Seon) Kim, Stephanie Delano Davis

Publications and Research

This pilot study explores the results of the Spring 2023, “Needs Survey for Community College Librarians” conducted by the Community and Junior College Libraries Section (CJCLS).  CJCLS is a section of the Association of College and Research Libraries (ACRL), a division of the American Library Association (ALA). One hundred and seventeen individuals participated in the survey. The survey asked community college librarians about their academic employment status and publication requirements, their interest in research, and the support for research available to them at their institutions. The key findings of this research show a broad range of academic status classification among …

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 …

La Citación En Educación: Funciones Retóricas En Textos Académicos Escritos Por Expertos Y Estudiantes Universitarios, David Sanchez-Jimenez, Juan Antonio Núñez Cortés, Enrique Alonso Sainz

Publications and Research

The present study aims to investigate the differences in citation usage and frequency among university students and expert writers in the field of Education. The analyzed corpus comprises 50 papers written in this discipline and is divided into two sub-corpora: one consisting of 25 TFGs and the other one formed by 25 articles published in specialized journals. To examine this phenomenon, a qualitative and quantitative methodology was employed, performing a textual analysis of the rhetorical functions of citations. This analysis is based in the typology proposed by Petrić in her 2007 article, slightly modified for the purpose of the present …

Artificial Intelligence And Social Equities: Navigating The Intersectionalities In A Digital Age (Editorial), Daisuke Akiba, Julie Albright

Publications and Research

This editorial article introduces and synthesizes the Special Issue, “Artificial intelligence and social equities: navigating the intersectionalities in a digital age,” which examines how AI systems intersect with race, ethnicity, and interconnected identity dimensions across global contexts. The eight contributions span healthcare, digital media, higher education, organizational communication, and speculative futures, addressing anti-racist psychiatric algorithms, AI-generated visual disinformation, epistemic injustice between the Global North and South, algorithmically mediated rural–urban divides, culturally untranslated technology transfer, accessibility auditing across the AI lifecycle, and the tension between mechanical objectivity and empathic understanding. Read together, they show that AI is neither inherently …

‘Passing’ The Baton Of Trauma: Queer Failure Of The Women’S Sport Policy Working Group’S Anti-Trans ‘Position’, Meredith M. Bagley, Mary Anne Taylor, Sarah F. Price

Publications and Research

Engaging in critical rhetorical theory and methodology, we interrogate the contemporary landscape of anti-trans backlash in women’s sport. Specifically, we read the ‘TERF wars’ (Pearce et al.) across critiques of biofeminism (Pape) and whiteness (Fischer) while drawing upon critical social science research into trauma-bonding, bullying, and the structural impacts of gender verification policies. Our analysis focuses on the Women’s Sports Policy Working Group (WSPWG), offering a trauma-informed reading of the WSPWG’s ‘Position’ statement to illuminate how lesbian female athletes who were previously slandered for failing to meet femininity norms in sport are unable to overcome that trauma to recognize and …

The Self-Aware Room: A Framework For Operational Self-Awareness In Evolvable Blended Environments, David B. Smith

Publications and Research

The Self-Aware Room (SAR) is a room-scale research environment developed within the larger Balanced Blended Space and Blended Reality Performance System research trajectory. Rather than treating the room as a conventional “smart” environment composed of fixed automation technologies, SAR approaches it as an evolvable blended environment made from physical, virtual, conceptual, sensory, computational, and performative relationships. Its defining feature is not any particular sensor, model, or output device, but the set of transformations through which physical activity becomes structured observation, bounded representation, interpreted state, governed decision, and mediated response.

This paper develops the conceptual and methodological foundations of SAR as …

Ruslan-M: Longitudinal Multimedia Corpus Of Early Child Speech In Russian, Mariia Diachkova, Valeriya Lelik, Svetlana V. Dorofeeva, Anastasiya Lopukhina, Olga Dragoy, Irina A. Sekerina

Publications and Research

This article presents the Russian Language-Monolingual corpus (RusLan-M, v.1.0), a longitudinal multimedia collection of early child speech from two Russian-speaking monolingual children: Tosya (ages 0;10–3;10, 246 recordings) and Yasha (ages 1;04–3;00, 42 recordings). The corpus consists of approximately 41 h (2,454 min.) of video recordings and 35,386 child utterances, available with transcriptions in the CHAT format on TalkBank. The corpus adheres to strict ethics requirements for data sharing with anonymization. We also conducted two exploratory investigations of the acquisition of Russian morphology using the mean length of utterance (MLU) and the newly developed Index of Productive Syntax for evaluating grammatical …

Antiviral Activity Of The Polyene Macrolide Roseofungin Against Influenza A Virus: In Vitro, In Ovo, And Preliminary In Vivo Evaluation, Ahdrey P. Bogoyavlenskiy, Vladimir Berezin, Pavel Alexyuk, Madina Alexyuk, Irina Zaitseva, Aidar Mukhametkaliyev, Yergali Moldakhanov, Elmira I. Anarkulova, Timur Kerimov, Vyacheslav Dushenkov

Publications and Research

Roseofungin, a polyene macrolide antibiotic produced by Streptomyces roseoflavus, was evaluated for antiviral activity against Influenza A virus using complementary in vitro, in ovo, and preliminary in vivo toxicity models, supported by molecular docking and molecular dynamics simulations. The compound exhibited antiviral activity against multiple influenza A virus subtypes, including an oseltamivir-resistant H1N1 strain, with EC₅₀ values ranging from 2.0 to 2.5 μg/mL and selectivity indices of 20–25. Functional assays demonstrated that roseofungin interfered with early stages of the viral life cycle by reducing viral adsorption and partially inhibiting neuraminidase activity. In virucidal assays, treatment with roseofungin resulted …

Generative Ai Adoption And Perceived Academic Impact Among Undergraduate Students: A Cross-National Study In Indonesia, Tajikistan, And The United States, Vyacheslav Dushenkov, Ernawati Sinaga, Astri Rozanah Siregar, Alamkhon Akhmedov, Saidbeg Satorov

Publications and Research

Generative artificial intelligence (AI) is rapidly transforming higher education, yet comparative evidence from diverse international settings remains limited. This cross-national study examined undergraduate students’ adoption and perceived academic impact of generative AI tools at institutions in Indonesia, Tajikistan, and the United States. A harmonized online survey was administered to 584 undergraduates during Spring 2026 (Indonesia n = 235; Tajikistan n = 226; United States n = 123). The survey assessed AI familiarity, adoption patterns, frequency and purpose of use, perceived academic impact, and factors encouraging AI engagement. AI adoption differed significantly across sites, with the highest adoption observed in Indonesia …

Ai-Powered Knowledge Engines As Research Infrastructure For Systematic Knowledge Discovery, Gary Welz

Publications and Research

This paper proposes knowledge engines as a framework for understanding how intelligent systems — both human and artificial — systematically discover, integrate, and generate knowledge. We argue that history’s greatest scientific minds functioned as knowledge engines, processing information through iterative cycles of ingestion, analysis, synthesis, and communication, guided by curiosity and willingness to challenge established beliefs.

We propose a taxonomy of nine integrated capabilities — ingestion, digestion, analysis, calculation, comparison, connection, association, analogy, and multimodal communication — that any serious knowledge engine must combine systematically. The argument is deliberately integrative: achieving ambitious research goals requires orchestrating all nine capabilities within …

Vestirse Con Un Cuadro”: El Mantón De Manila En La Encrucijada Entre Tradición Y Modernidad En Fortunata Y Jacinta De Benito Pérez Galdós, Ines Corujo Martin

Publications and Research

Este artículo analiza la relevancia sociocultural que adquirió el mantón de Manila en la España de finales del siglo XIX, tomandocomo punto de partida las diversas representaciones de esta prenda en la novela Fortunata y Jacinta(1887) de Benito Pérez Galdós. Como se propone, el mantón, prenda de origen asiático cuyo surgimiento está ligado a la ruta comercial colonial de los Galeones de Manila, constituye en el texto galdosiano un objeto clave para explorar algunos de los debates centrales del imaginario cultural finisecular en torno a la identidad nacional, forjada entre el tradicionalismo y la modernidad. El llamativo accesorio, ligado a …

The Double Attraction Paradox, Rem Jaen D. Krafft

Publications and Research

The Double Attraction Paradox is a podcast series that teaches adolescents how to navigate attraction through body language, limerence, and mirroring while understanding the psychology behind emotional connection. It is a manuscript that combines personal experience, observations, and research, inspired by Rem Jaen D. Krafft's high school crush. Not only does it provide a guide for teenagers and young adults, but it also encourages readers to better understand attraction, communication, and emotional development. The final chapter examines how peer pressure, traditional high school cliques, fear of rejection, and fear of intimacy may influence societal norms, emotional contagion, and relationship formation …

Chi Meta-Project Ecosystem Overview - Spring 2026, David B. Smith

Publications and Research

This paper offers a high-level account of the Center for Holistic Integration’s (CHI) meta-project ecosystem as visualized in the included system map. CHI provides an organizational structure framed around persistent meta-projects that support and extend individual initiatives across curriculum, scholarly and applied research, infrastructure, artistic production, AI development, cultural inquiry, and external partnerships. Rather than presenting the map as a static inventory of projects, the paper examines how its core domains function as living systems through which knowledge, tools, documentation, participants, and collaborations can accumulate over time. It also considers how CHI-mediated connectivity, institutional integration, and external funding allow the …

Highly Confident But Slightly Uncertain: A Long Overdue Reinvention Of The School Scientific Method, Uncertainty And Error - Volume 3, Stephen Demeo

Publications and Research

Volume 3 explores the essential roles of uncertainty and error in scientific experimentation. It distinguishes between scientific error and scientific uncertainty: Scientific error refers to the difference between an experimental value and an accepted literature value, as well as the difference between data points in an x-y scatter plot and a predicted trendline. Scientific uncertainty, on the other hand, is associated with doubt arising from instrument limitations, variability within a data set, and psychological factors. Human error is set apart as mistakes or blunders, not to be conflated with scientific error.

Of utmost importance to the scientific investigator is the …

Highly Confident But Slightly Uncertain: A Long Overdue Reinvention Of The School Scientific Method, The X - Volume 1, Stephen Demeo

Publications and Research

In Volume 1, I critique the traditional School Scientific Method—an oversimplified, underdeveloped, and short, stepwise process—and argue for a more authentic, detailed, and rigorous approach to experiment-based scientific inquiry in education. I briefly explain the historical roots of the School Scientific Method, its benefits in increasing the exposure of experimental science to the masses, and its limitations in fostering more authentic scientific thinking and experimental practice.

In place of this traditional and problematic method, I introduce a graphic organizer called sciXpsy to foster both big-picture and detailed scientific thinking. The heuristic combines scientific concepts and methodology with the psychology of …

Highly Confident But Slightly Uncertain: A Long Overdue Reinvention Of The School Scientific Method, Confidence - Volume 2, Stephen Demeo

Publications and Research

Focusing on the psychology of empirical science, Volume 2 is an in-depth exploration of how students can build confidence in scientific data. Central to the text are twelve Confidence Indicators, a comprehensive set of approachable strategies and methodologies that help investigators produce, evaluate, and argue for reliable and valid empirical data. They include:

Good (and Ethical) Laboratory Practices

Repetition

Peer Replication/Review

Secondary Tests

Comparisons with Standards

Plots and Patterns

Conceptual Support

External Data Sources

Precision

Accuracy

Checking Calculations

Redesign/What-If Ideas

This volume includes numerous school science experiments that demonstrate how these indicators are applied across a wide range of educational …

Breaking Point: Exploring Side Bets, Support, And Pension Investment As Predictors Of Turnover Intention In Urban Policing, Kenneth M. Quick, Kevin T. Wolff

Publications and Research

Guided by Becker’s side-bet theory, this study examines turnover intentions among officers in the New York City Police Department by assessing pension investment and affective commitment as accumulated organizational “side bets,” alongside job satisfaction, perceived organizational support, and workplace conditions. Data was drawn from an online survey of 1,454 officers. Population weights based on gender, race/ethnicity, and rank were applied to improve representativeness. Weighted multinomial logistic regression models examined predictors of turnover intention, while second-difference tests of average marginal effects (AMEs) assessed whether workplace factors operated differently across tenure groups. Results indicate that perceived organizational attitudes and workplace conditions significantly …

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, Ekaterina Rets, Hamid Norouzi, Kaveh Madani, Manoochehr Shirzaei, Hossein Shafizadeh-Moghadam, Chiyuan Miao, Ali Mirchi, Shuo Wang, Amir Aghakouchak

Publications and Research

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 …

“I Was Well Informed. It Was A Great Advantage”: Pre-Arrival Information Seeking, Information Intelligence, And Immigrants’ Settlement, Nafiz Z. Shuva, Paulette Rothbauer

Publications and Research

This study reports on the role of pre-arrival information seeking and informed decision making in the settlement experiences of Bangladeshi immigrants in Canada. Despite the importance of immigrants in shaping Canada’s future in innovation, economy, and population, this research shows a significant mismatch between immigrants’ expectations and their actual settlement experiences, particularly in terms of their employment. This mismatch can lead to depression, frustration, and anxiety, affecting integration into Canadian society. While there has been a recent increase in immigrants’ settlement information behavior research in LIS, most focus on post-arrival information needs and seeking. Research findings of this study contribute …

Ai-Augmented Pedagogy In Higher Education: An Ethical And Equitable Framework For The Governance And Operational Integration Of Ai In Teaching And Learning, Asrat G. Amnie

Publications and Research

Abstract

Higher education faces a convergence of pressures that no single institutional response has yet resolved: widening demographic diversity, pandemic-exposed structural fragility, and the persistent inequity of whose learning gets supported and how. Artificial intelligence (AI) has entered this landscape not as an optional enhancement but as an infrastructural reality— embedded in adaptive platforms, feedback systems, and early-alert protocols at institutions worldwide. Yet adoption has consistently outpaced governance, and tools celebrated for democratizing access carry real risks of encoding and amplifying the inequities they promise to address. This article introduces the AI-Augmented Pedagogy (AAP) framework, developed through a Sequential Explanatory …

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool, Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

Propagandistic content increasingly circulates through online news and social media, where readers often encounter it with limited scrutiny, highlighting the need for reliable and fine-grained detection. This paper introduces Propasafe-Hybrid, a sentence-level system that integrates a fine-tuned transformer classifier with LLM-based technique classification to identify, label, and explain specific propaganda strategies. The pipeline generates actionable outputs, including highlighted sentences, technique assignments, and concise rationales, so users can immediately understand why a sentence was flagged and how each label was determined. To control inference cost, Propasafe-Hybrid employs a cost-aware pre-filtering stage that forwards only high-likelihood sentences to LLMs, reducing token usage …

Propasafe-Hybrid: A Text-Based Hybrid Propaganda Detection Tool (Ila 2026 Presentation), Thomas Kimmeth, Avijit Roy, Vivek Sharma

Publications and Research

This presentation introduces Propasafe-Hybrid, a hybrid system for sentence-level propaganda detection that combines offline transformer-based classification with selective large language model (LLM) explainability. The system employs a two-stage pipeline in which a local BERT-based classifier evaluates all input text and filters non-propagandistic content, while only high-confidence candidates are forwarded to an LLM for rhetorical technique labeling and explanation. This design enables cost-aware, privacy-conscious, and scalable analysis by reducing unnecessary reliance on external models.

Propasafe-Hybrid identifies propagandistic techniques such as loaded language, obfuscation, and appeal to fear, and generates concise natural language rationales that make these techniques interpretable to users. By …

Fascism Usa: Class And Identity Politics In The Age Of Trump, Marc Edelman

Publications and Research

This essay argues that Trump’s triumph in the 2024 presidential contest represents the consolidation of an oligarchical authoritarian project, backed by a multi-class and (surprisingly, for some) multi-racial electorate. It brought intensified state and freelance attacks on immigrants, labor unions, women, LGBTQ+ people, journalists, civil servants, assorted “political enemies,” and other groups that the MAGA movement targets. It is institutionalizing authoritarian governance structures in ways that will be exceedingly difficult to undo. The paper first addresses the experience of growing up in the shadow of fascism. It analyzes various sectors that supported Trump and the impacts of inflation, incumbency, economic …

Is Less More? An Analysis Of Microblogs Vs. Discussion Forums As Tools For Understanding The Public, Marco Castillo

Publications and Research

Social media platforms offer valuable tools for public administrators seeking to assess public sentiment on policy issues, especially in urban areas with diverse stakeholder interests. This study investigates how public administrators can leverage social media by comparing communications on Reddit’s discussion forum platform with X’s microblogging platform. I hypothesize that Reddit fosters more subjective, nuanced discussions, providing richer insights into public sentiment. To test this, sentiment and regression analyses are conducted on communications about urban cycling on both platforms. Results indicate that while Reddit facilitates deeper exploration of public issues, X also effectively assesses public sentiment. The study concludes by …

System Architecture: Self-Aware Room, David B. Smith

Publications and Research

This report presents the system architecture for the Self-Aware Room, an evolvable research platform designed to transform heterogeneous environmental signals into structured semantic representations for decision-making, simulation, and immersive media output. The architecture is organized as a layered mediation pipeline, beginning with raw data acquisition from diverse sensing modalities and proceeding through local processing, feature abstraction, cross-modal fusion, semantic interpretation, and output to digital twin and immersive audiovisual systems. Rather than defining the system through a fixed set of devices, the report emphasizes the transformation pathways by which sensor data becomes computationally tractable, interpretable, and actionable. The architecture also allows …

Long Work Hours, Suboptimal Diabetes Management, And Differences By Sex And Race/Ethnicity, Nhanes (2011-2018), Tailisha Gonzalez, Margrethe Horlyck-Romanovsky, Terry T.-K. Huang, Sandra E. Echeverria

Publications and Research

In the United States (US), occupational segregation by sex and race/ethnicity can contribute to health disparities. Although work schedule characteristics have been previously linked to elevated cardiovascular risk, little is known about the effects on chronic disease management in women and minoritized workers. We examined the association between work hours and diabetes management among US workers, testing for differences by sex and race/ethnicity. We utilized 2011–2018 National Health and Nutrition Examination Survey (NHANES) data on working adults (age ≥20 years) with diagnosed diabetes (n = 1041). Suboptimal diabetes management was defined as HbA1c ≥7%. Work hours were categorized per WHO …

The Other Tradition Of Modernism: Writing Contemporary Chinese Architecture, Guanghui Ding Dr

Publications and Research

The Other Tradition of Modernism emerges from a pedagogical experiment at the City College of New York, where the editor taught a course on modern and contemporary Chinese architecture to upper-level undergraduates and graduate students. Combining thematic lectures, student presentations, writing workshops, and intensive editorial mentoring, the course sought to illuminate an alternative trajectory of architectural modernism. Geographically, it introduced modern Chinese architectural practices that developed outside Western modernist paradigms; culturally, it foregrounded context-based approaches that resist the hegemony of iconic, spectacle-driven architecture under contemporary neoliberal market logics.

This edited volume, composed of student contributions, articulates several key insights. First, …

Resurrecting Natures With Charlotte Smith And Ebony G. Patterson, Leila Walker

Publications and Research

Recent scholarship on the botanically influenced poetry of the early Romantic period, particularly that of Charlotte Smith, has emphasized the genre’s formal engagement with the herbarium, treating botanical poetry as a non-extractive alternative to the violence of specimen collection. Yet such readings isolate the act of specimen collection and poetic return from the larger systems of extraction, translocation, and violence in which they participate. In this article, I read Smith’s Beachy Head alongside Ebony G. Patterson’s recent installation at the New York Botanical Garden, which artistically resurrected extinct species from herbarium specimens and “planted” them among living flora, in order …

Forever Young: Student Employee Unionization In Higher Education, William A. Herbert

Publications and Research

This article presents history and data about unionization among graduate and undergraduate student employees in the United States. It demonstrates that student employee unionization is not a new phenomenon and is part of a second curriculum for higher education students, which provides first-hand experience in workplace representational democracy and citizenship, including maintaining a majority coalition and making hard necessary compromises

Structural Silence: When Ai Infrastructure Fails Speakers Of Underrepresented Languages, Avijit Roy, Proma Roy

Publications and Research

Artificial intelligence tools for education and language support are increasingly framed as scalable responses to access gaps in under-resourced communities. Yet the infrastructure underlying these tools—training corpora, tokenization schemes, evaluation benchmarks, and deployment architectures—encodes a set of assumptions that systematically disadvantages speakers of underrepresented languages before a single model is trained. This paper examines those assumptions through the lens of Bengali, one of the world’s most widely spoken languages with roughly 285 million speakers (Ethnologue, 2025; International Communication and Leadership School, 2026), and the structural barriers that emerge when attempting to build AI-assisted educational tools for Bengali-speaking learners in low-connectivity …