Digital Commons Network^™

But Who Are The Victims? Reassessing The 568 Higher Education Cartel, James V. Koch

Economics Faculty Publications

Thirty prestigious independent American institutions of higher education were at some time members of the 568 higher education group (often labeled a cartel). Seventeen of them were sued by the U.S. Government and representative students who alleged that their meetings and deliberations resulted in collusion that caused students to pay higher prices. Twelve of the seventeen institutions subsequently settled their cases and by 2024 collectively had paid $284 million to do so. However, an inspection of these institutions' pricing reveals that the median 568 Group institution lowered its average real net annual cost to its undergraduate students by 19.07% between …

Plastic Waste Imports & Coastal Litter: Evidence From Citizen Science Data, Rebecca L.C. Taylor, Hebe Williams, Shan Zhang

Economics Faculty Publications

Plastic waste is an internationally traded commodity, where importing countries recycle plastic waste into usable materials. However, there are concerns that the importation process creates plastic litter - a negative externality - in importing countries. While this concern has received much media and policy attention, quantifying the magnitude of this externality has been hindered by a lack of data on plastic litter across countries and over time. To this end, we use unconventional citizen science data on litter from Ocean Conservancy's International Coastal Cleanup, together with the United Nations Comtrade Database, to estimate the correlation between traded plastic waste and …

When We Don’T Get Community Right In Restorative Justice Spaces: Cancel Culture And Failure To Transform, Aparna Polavarapu

Nebraska Law Review

This Article argues that community is a central but deeply misunderstood feature of restorative justice. Restorative justice asks us to understand harm as a break in relationship that creates obligations for the person harmed, the person who caused harm, and the community. Community is theorized to play a key role in working towards reintegration and social change, both goals of restorative justice. Yet in practice, community is often misused or underused in ways that weaken these goals. Practitioners are observing an increase in cancel culture actions by groups that claim affinity with restorative and transformative justice. However, by weaponizing the …

What Constitution? The Dual State Theory In Immigration Law & Practice, Elizabeth Keyes

SMU Law Review

Immigration law in the second Trump Administration has created profound disorientation and dissonance, where some legal matters proceed in largely familiar ways, and others seem to occur in an entirely new dimension. This Article avails itself of Ernst Fraenkel’s Dual State theory to examine this dissonance. It argues that a duality exists in U.S. immigration law today between the federal courts and the administrative immigration system. In Fraenkel’s terms, constitutional challenges to immigration policies and individual habeas cases demonstrate important features of the Normative State, one that is consistent with the Rule of Law. By contrast, the administrative system—comprising the …

When Planes Fall And People Die: An International And Domestic Overview Of Disaster In The Sky, Clayton Rainey

Journal of Air Law and Commerce

Commercial aviation disasters expose catastrophic breakdowns in engineering, regulatory oversight, corporate governance, and human systems. From the Boeing 737 MAX tragedies involving Lion Air Flight 610 and Ethiopian Airlines Flight 302 to the recent domestic crash of American Airlines Flight 5342, modern aviation disasters have become defining legal events that test the boundaries of product liability, federal preemption, sovereign immunity, and transnational treaty law. This Article examines how aviation mass-casualty events evolve into complex litigation involving aircraft manufacturers, airlines, regulatory agencies, and governmental entities, and how those legal frameworks differ in international versus domestic contexts.

Beyond legal doctrine, this Article …

Living In A Bubble: How Children And Adults Use Generics To Talk About Social Kinds In Unique Sociocultural Contexts, Ny Vasil, Alejandro Curiel, Tiffany Zhu, Anna Pederneschi, Katherine Ritchie

Philosophy Faculty Publications

Generics like "kids love sugar" convey generalizations. But what is their scope? Are they taken to be global, or can generics communicate regularities restricted to "sociocultural bubbles"? Two studies examined the developing capacity for contextual restriction of generics in 137 4-7-year-olds (63/70/4 female/male/other) and 222 adults (128/89/5 female/male/other). Participants evaluated generics attributing group properties prevalent globally vs. "within-bubbles," with contextual cues that speakers conveyed broad vs. contextually restricted regularities. Both children and adults appreciated that generics can communicate group characteristics occurring within narrow sociocultural contexts. Adults selectively endorsed global or local generics depending on context, but younger children allowed socially …

Psychometric Properties Of The Digital Psychological Competence Scale For University Students In The Kingdom Of Saudi Arabia, Mona Saad Falih Alamri

University of Tabuk Journal for Humanities and Social Sciences

Higher education has undergone a rapid digital transformation, requiring students to navigate technology-rich learning environments that demand integrated cognitive and psychological competencies. This study aimed to develop and validate a Psychodigital Competence Scale for university students in the western region of Saudi Arabia, using a sample of 523 students. The initial version included 21 items, which were revised through expert judgment (agreement >= 80%) to produce a final 16-item, four-factor scale. Construct validity was assessed using a pilot sample, and Pearson correlations demonstrated statistically significant item-scale relationships at the 0.05 and 0.01 levels. Reliability indicators showed significant split-half reliability (p < 0.01) and a high Cronbach's alpha coefficient (0.908). Exploratory factor analysis supported data suitability (KMO = 0.85, Bartlett's test p < 0.01, determinant = 0.011), and confirmatory factor analysis validated the four-factor model. These findings confirm strong psychometric properties, establishing the scale as a reliable tool for psychological and educational research.

Exploring Job Stressors And Burnout Among Core Faculty In Entry-Level Physical Therapist Education Programs: A Convergent Mixed Methods Study, Jj Ferguson, Adam Fritsch, Jodi L. Young

Health Professions Education

Purpose This study explored burnout among core faculty in Doctor of Physical Therapy (DPT) programs, identifying its most prevalent aspects and key organizational correlations. Methods A convergent parallel mixed-methods design integrated quantitative data from the Maslach Burnout Inventory–Educators Survey and the Areas of Worklife Survey with qualitative data from semi-structured interviews. Data were collected concurrently, analyzed independently, and merged during interpretation. Quantitative analyses used multiple linear regression, while qualitative data underwent thematic analysis. Results Eighty-one faculty completed the survey and 20 participated in interviews. Emotional exhaustion emerged as the most prevalent burnout dimension, with 51.9% reporting moderate to high levels. …

Health Students’ Knowledge, Perceptions, And Willingness Toward Artificial Intelligence In Tackling Antimicrobial Resistance: A Cross-Sectional Study, Ikhwan Yuda Kusuma, Fauziah Fauziah, Afriza Pujiati, Dhiya Zulayta, Septi Nurkhasanah, Khamdiyah Indah Kurniasih

Health Professions Education

Background: Antimicrobial resistance (AMR) causes approximately 4.95 million deaths annually. Although artificial intelligence (AI) may enhance AMR detection, surveillance, and antimicrobial use, evidence remains limited regarding how health students’ knowledge, perception, and willingness influence AI adoption for AMR control.

Purpose: This study aimed to examine the direct and mediating relationships between health students’ knowledge, perception, and willingness toward AI-based approaches for combating antimicrobial resistance in Indonesia using structural equation modeling.

Methods: A cross-sectional study involving 4,369 health students across Indonesia was conducted using a validated questionnaire. Data on knowledge, perception, and willingness were analyzed using Structural Equation Modeling (SEM), SmartPLS, …

Examining Inclusive Computing Education For Blind Students In India, Akshay Kolgar Nayak, Yash Prakash, Md Javedul Ferdous, Sampath Jayarathna, Hae-Na Lee, Vikas Ashok

Computer Science Faculty Publications

The growing demand for computer professionals, driven by the expanding Information Technology industry, has led to numerous inclusive computing education efforts. These efforts have even included blind or visually-impaired (BVI) students, who are being increasingly encouraged to pursue education and a career in computing, despite the visually-oriented nature of the discipline. Extant literature has predominantly focused on identifying and addressing the accessibility barriers faced by BVI students to promote more inclusive learning environments. While few studies have also investigated the accessibility of computing education from the perspectives of BVI learners and instructors, these have been primarily situated in the Global …

An Explainable Transformer Framework For Sentiment Analysis In Aviation Workforce Data, Sovon Chakraborty, Protiva Das, Fahmid Al Farid, Fuyad Hasan Bhoyan, Farig Yousuf Sadeque, Jia Uddin, Hezerul Abdul Karim

Computer Science Faculty Publications

Aviation is one of the predominant sectors that contribute significantly to the global economy. With the advent of technology, this industry is witnessing a paradigm shift towards data-driven approaches. The morale of the airline employees is barely noticed, which causes fatigue and depression. Furthermore, these mental health issues can be active reasons for destructive accidents. In this research, the authors are focused on collecting insightful information on aviation employees from Glassdoor.com. Moreover, the authors focus on analyzing the sentiments of the employees of renowned aviation companies. Primarily, the authors scraped necessary data from Glassdoor.com and created a dataset named JetJobJoy …

Isotropic Shrinkage Of Patterned Vacancies Enables Three-Dimensional Nanoprecise Metastructures For Visible Light Applications, Quansan Yang, Gaojie Yang, Takahiro Nambara, Hiroyuki Kusaka, Yuichiro Kunai, Alex C. Matlock, Corban Swain, Brett Pryor, Yannick Salamin, Daniel Oran, Hasindu Kariyawasam, Ramith Hettiarachchi, Dushan Wadduwage, Marin Soljačić, Peter T. C. Soflaei, Edward S. Boyden

Computer Science Faculty Publications

Three-dimensional metastructures with nanoscale feature sizes exhibit unique properties compared with structures with larger feature sizes, but are difficult to fabricate. Here we introduce implosion carving (ImpCarv), a method for photopatterning vacancies of complex geometry throughout materials, followed by isotropic shrinkage (>10-fold). ImpCarv works by photoactivating sensitizers to generate reactive oxygen species that cleave a swollen hydrogel at defined points, followed by controlled shrinkage via dehydration. ImpCarv creates three-dimensional metastructures where the refractive index of each point throughout a material can be specified with nanoscale precision via material presence or absence. By leveraging refractive index programmability for precise phase …

Initial Teacher Education For Inclusion: Does Practicum Bring Pre-Service Teachers Closer To An Inclusive Approach?, Constanza Herrera-Seda, Constanza Cárdenas Alarcón, Carlos Vanegas-Ortega

Australian Journal of Teacher Education

Practicum is considered an essential element of initial teacher education for inclusive education. In this article, we explore its contribution to the pre-service teachers' adoption of an inclusive approach. We conducted a qualitative, multicase study of three primary teacher education programmes in Chile. Through episodic interviews, we produced data from 18 pre-service teachers. The main results showed that practicum causes various emotions, cognitions, and actions that interact with the adoption of an inclusive approach. Overwhelming pre-service teachers’ emotions related to exclusion can undermine their self-efficacy, leading them to avoid an inclusive approach. Also, the practicum tends to reproduce deficit- …

The Possibilities And Challenges Of Generative Artificial Intelligence For Initial Teacher Education In Australia, Leanne Cameron, Matt Bower, Jihyun Lee, Damian Maher, Jon Mason, Miriam Tanti, Tianchong Wang

Australian Journal of Teacher Education

This paper examines the impact of Generative AI (GenAI) on pre-service teachers (PSTs) and its future role in Initial Teacher Education (ITE) courses. Drawing from a polychronic and polyphonic research methodology (Jandric et al., 2019; Matusov et al., 2019), the six participants, experienced Initial Teacher Educators, identify the opportunities GenAI offers for enhancing teaching, streamlining administration, and providing personalized learning. They also articulate the challenges GenAI presents: bias, ethical and authenticity issues and copyright. The Teacher Educators agree that PSTs must become technically proficient and critically discerning towards GenAI content, and they highlight the need for personalized and context-specific assessment …

Investigating The Changes In Attitudes Towards Science Among Pre-Service Elementary Teachers Enrolled In A Science Methods Course Using A New Version Of The Test Of Science Related Attitudes, Christopher S. Long, Becky Sinclair

Australian Journal of Teacher Education

This article examines the changes in student attitudes towards science among pre-service elementary teachers (PSETs), who were enrolled in a science methods course at a large public university in Texas, USA. A new version of the Test of Science Related Attitudes (TOSRA) called TOSRA-3 was used to measure six dimensions of attitudes towards science. TOSRA-3 was created in an effort to create a more economical, 35 items versus 70 items, version of the original TOSRA. TOSRA-3 was found to be valid and reliable for use with PSETs. Factor analysis suggests a six scale structure with a Cronbach’s Alpha for each …

Postgraduate Secondary Teacher Training Programs: A Global Scoping Review, Susan Ledger, Claire Bates, Jordan Smith, Elena Prieto, David Roy, Wayne Cotton

Australian Journal of Teacher Education

: Initial teacher education (ITE) programs are shaped by diverse political, cultural, and policy contexts, resulting in varied approaches to preparing secondary teachers. This study presents a global scoping review of postgraduate ITE (PG-ITE) programs across 58 countries, examining four key characteristics: program duration, entry requirements, curriculum, and practicum structure. Findings reveal substantial variation across all dimensions, reflecting differing national priorities and workforce pressures. While common structural features are evident, program design is shaped by underlying policy logics and assumptions about teacher preparation. By systematically mapping these patterns, this study provides a comparative contribution to the field and offers insights …

The Role Of Kindergartens In Promoting Educational Moral Values In Children Through Storytelling, Reem Al-Hajj, Marwan Abu-Alrob, Osama Tawfeeq Jarrar

Australian Journal of Teacher Education

This study examines the role of kindergartens in promoting educational moral values in children through storytelling. The research employs a quantitative approach with questionnaires as a study tool. The study sample, selected randomly, consists of 135 kindergarten teachers from Jenin Directorate, Palestine, analyzed using Structural Equation Modeling (Smart-PLS4). The results show that kindergartens have a significant role in fostering educational moral values through storytelling, supported by strong path coefficients (e.g., β = 0.361, p = 0.002 for proposed suggestions) and a high explained variance (R² = 0.673). This framework, which positions children as active meaning-makers rather than passive recipients of …

The Effect Of Stem Learning Experiences On Stem Semantic Awareness And 21st-Century Learner Skills Of Prospective Primary School Teachers, Ahmet Oğuz Akçay, Mehmet Arif Bozan, Engin Karahan

Australian Journal of Teacher Education

STEM awareness and 21^st-century skills are recognized as two interrelated dimensions critical for the modern pedagogical competencies of pre-service teachers. This study examines how STEM learning experiences affect pre-service primary school teachers’ STEM semantic awareness and 21^st-century learner skills. STEM activities were implemented for six weeks with pre-service primary school teachers. The research was designed using a convergent mixed-methods approach. The study included 21 prospective primary school teachers who volunteered to participate. The “STEM Semantic Awareness Scale,” “21^st-Century Learner Skills Use Scale,” participant journals, and semi-structured interviews were used as data collection tools. The …

Teachers’ Greater Perceived Knowledge Of Trauma Linked With More Favourable Attitudes And Less Burnout, Belinda Cicco, Donnah L. Anderson

Australian Journal of Teacher Education

Teachers are required to meet the needs of trauma-affected students. While training improves teachers’ knowledge of trauma-informed care, it is not systematically implemented, risking teacher burnout and student progress. This cross-sectional survey investigated teachers’ perceived knowledge and attitudes regarding teaching students affected by trauma and three aspects of burnout (personal, work-related, and student-related). Australian primary and secondary teachers (N = 542) were recruited via social media and snowball sampling. Mediation analyses showed significant indirect paths, whereby greater perceived knowledge was associated with more favourable attitudes, which in turn was associated with less work-related, student-related, and personal burnout. Younger teacher age …

(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education(In)Visible Diverse Gender And Sexual Identities Of Pre-Service Teachers: Disclosure, Emotional Labour And Safety Work Within Initial Teacher Education, Saul A. Karnovsky, Matthew J. Phillips, Breeanna Melville

Australian Journal of Teacher Education

Australia is currently facing a significant teacher attrition crisis, with early career educators increasingly leaving the profession due to burnout, demoralisation, and adverse working conditions. This issue is exacerbated for teachers of diverse genders and sexualities (DGS), who encounter heightened levels of discrimination, exclusion, and mental health challenges within educational institutions. Despite broader societal progress, Australian schools and universities remain sites of persistent queerphobia, contributing to unsafe and unsupportive environments for DGS individuals. This article focuses on pre-service teachers (PSTs) enrolled in initial teacher education (ITE) programs. The study addresses an important gap in the literature by exploring how emotional …

Oedipus Tyrannus: A New Performance Translation, Maura Giles-Watson

English: Faculty Scholarship

A new performance translation (to colloquial Modern English) of Sophokles' tragedy Oedipus Tyrannus (c 429 BCE) for the Old Globe/USD Shiley Graduate Theatre MFA Program.

Goffstown, New Hampshire Annual Town Report 2025 For The Year Ended December 31, 2025, Goffstown Town Representatives

Goffstown, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

“Oh, You’Ve Come To Visit The Yard?”: Phenotypic Capital, Intragroup Marginalization, And The Gated Sanctuary In Black Lgbtq+ Communities, Keith J. Watts, Shawndaya S. Thrasher, Nicole Campbell, Laneshia Conner, Julian K. Glover, Janet K. Otachi, Dekeitra Griffin

Social Work Faculty Publications

Identity-based communities that share common characteristics, beliefs, and experiences (e.g., Black LGBTQ+ communities) have historically been conceptualized as protective bubbles that buffer Black LGBTQ+ individuals against the deleterious effects of systemic racism and cisheterosexism. However, this monolithic narrative often masks the internal power dynamics that divide belonging. This study explores the exclusionary dynamics embedded within these safe spaces, examining how internal hierarchies of skin tone, socioeconomic status, and gender performance function as proximal stressors. Guided by a critical constructivist paradigm, this study utilized Reflexive Thematic Analysis to analyze open-ended survey responses from 74 Black LGBTQ+ adults. Data were drawn from …

2025 Annual Reports For The Town Of Bennington, New Hampshire, Bennington Town Representatives

Bennington, NH Annual Reports

This is an annual report containing vital statistics for a town/city in the state of New Hampshire.

Plant Phenomena Nature Walk: Msum Regional Science Center, Abigail Kor

OER Materials

The goal of this inquiry-based lesson plan is to provide teachers and students with a place-based learning experience focused on exploring natural phenomena in the world around them. The lesson was established to provide learners with an experience to observe nature in Minnesota, by exploring the grounds at the MSUM regional science center. This lesson can be adapted to suit other outdoor learning environments. The primary goal of this lesson is to provide students with a cross-curricular, hands-on learning experience that takes place in their community and environment.

A Sample Teaching Portfolio For Technical Services Librarians, Junli Diao

Open Educational Resources

This teaching portfolio only includes the author’s perspectives and practices on one-shot library classes, workshops, and LibGuides. The goal is to offer technical services librarians some insights.

Ai Can't Adlib: Theorizing An Improvisation Carveout In The Work For Hire Doctrine, Audrey Pope

IP Theory

AI-generated actors and digital replicas are an increasingly pressing concern in the filmmaking industry. While this technology is only one of the myriad ways that generative AI is set to change Hollywood, debates about its use reflect a throughline in debates about AI generally: Can this technology do a convincing, much less desirable, job of what humans have done before? This Article argues that, at least in one particular context, the answer is no. It focuses on the art of adlibbing. It explains the unique position of improvisation within copyright law and proposes one mechanism—a carveout in the work for …

Recentering Creativity In Copyright Law Discourse, Joshua Yuvaraj

IP Theory

Copyright discourse often centers around creativity; as a rationale for copyright, and as a threshold for copyright to subsist in songs, books, art and other creative works. Yet creativity remains an ethereal concept: if we do not know what it means, we cannot evaluate whether copyright law is promoting it, nor can we properly understand what it means for a work to be "creative" where that is required for copyright to subsist. An emerging strand of copyright discourse seeks to respond by examining scientific insights into the cognitive process of creativity to highlight how copyright law should be reshaped to …

You’Ve Never Seen Friends? The Lack Of Common Media Experiences Among First Semester Mass Communication Students, Jeremy Sarachan, Olushola Aromona, Lisa Carponelli, Marti Maguire, Nomi Morris

Media and Communication Faculty/Staff Publications

This study examines whether mass communication students share common media experiences, given the increasing fragmentation of media consumption. A survey of 234 students across five universities assessed preferences in television, film, books, music, and video games. Findings reveal limited shared media experiences, with video games offering the most commonality. The results underscore the need for mass communication instructors to adapt pedagogy to evolving media habits.

Ablative Study Of Large Language Model-Based Gesture Inference For Autonomous Navigation, Neil Loftus

Theses, Dissertations and Capstones

Human gesture inference has broad applications ranging from sign language interpretation to device control. Traditional methods often rely on extensive manually labeled hand datasets for deep learning. Furthermore, they are typically limited to a discrete set of gestures existing in these datasets. Large Language Models (LLMs) created by enterprise companies such as OpenAI have demonstrated positive results in many artificial intelligence tasks, with a notable strength being their adaptability. Existing literature has shown that LLM based systems can not only perform gesture inference but can propose user intent provided with a context and list of possible actions. We propose an …