Digital Commons Network^™

Developing A Professional Identity: Lessons For Women, Bipoc, And First Generation Law Students From The Canaries In The Coalmines, Christine Venter

Journal Articles

From the Article

This Article explores the concept of professional identity formation in the law, particularly as it pertains to women and lawyers of color. The topic of professional identity formation is an understudied area in legal education, despite the ABA’s new Standard 303(b)(3), which requires law schools to provide substantial opportunities for the development of professional identity. In the legal field, professional identity is often conflated with professionalism, which leads to confusion about how law schools should best prepare their students for their professional lives, and fails to fully equip students to join the profession.

Studies from other professions …

Assessing The Completeness Of Patient-Reported Outcomes Reporting In Congestive Heart Failure Clinical Trials, Drayton Rorah, Jonathan Pollard, Corbin Walters, Will Roberts, Micah Hartwell, Christian Hemmerich, Matt Vassar

Student Publications

Objective: We aim to evaluate the quality of patient-reported outcomes included in randomized control trials for the treatment of congestive heart failure using the International Society for Quality of Life Research (ISOQOL) checklist, a validated tool for critically appraising the quality of patient-reported outcomes.

Design: We performed a cross-sectional analysis of 65 randomized control trials with patient-reported outcomes for drug intervention trials for treating congestive heart failure.

Setting: N/A.

Participants: N/A.

Main outcome measures: The primary outcome of this study was to evaluate the reporting completeness of patient-reported outcomes in congestive heart failure clinical trials with drug interventions according to …

Examining The Influence Of Secondary Math And Science Teacher Preparation Programs On Graduates' Instructional Quality And Persistence In Teaching, Danielle M. Rhemer, Will Rogers, Sherry Ann Southerland

Teaching & Learning Faculty Publications

This quantitative, non-experimental study explored the relationship between the features of math and science teachers’ preparation programs and their graduates’ instructional rigor and persistence in teaching. Five math and science teacher preparation programs from across the United States were examined. Six sets of instructional tasks were collected from forty-six recent graduates of these programs to provide insights into novices’ instructional rigor, and employment data were collected for thirty-seven of these graduates three to eight years after graduation. Regardless of the program’s features, all teachers could design and implement instruction with moderate to high rigor. However, this ability was not the …

On The Whitewashing Of Third Space In Teacher Education, Or Don’T Cite This Manuscript, Jori S. Beck

Teaching & Learning Faculty Publications

Since the 1980s, there has been a push in teacher education to increase clinical experiences and build closer relationships between school districts and colleges of education. In 2010, Zeichner introduced the theory of Third Space to school-university partnership research. This was followed by a number of other articles in which the researchers applied the same theory—including in much of the work on teacher residencies. In this theoretical critique and brief systematic literature review, I connect Third Space theory back to its postcolonial roots and attribute the scholars of color who created the theory. I unpack the theory’s original intent and …

Macromolecular Gold: Navigating Biofuel Extractions In A High School Class, Claire Adrian-Tucci, Andrew Adrian, Sara Beam, Demetrice Smith-Mutegi

Teaching & Learning Faculty Publications

Extracting and creating biofuels from algae is an exciting area of development for renewable energy. There is a lack of protocols for high school students that feature lipid extraction from algae, largely due to the safety considerations and equipment used in industry. Biology standards include the chemistry and function of macromolecules, and biofuels are an engaging, authentic case study for high school students. This paper describes the development of an imperfect lipid extraction method that is safe for the high school classroom. Through the lab and related activities, students develop their understanding of the characteristics of macromolecules, practice developing their …

"Ai's Pompous Vocabulary Sounds Like It's Trying To Impress Someone": Preservice Teachers' Respond To Ai Reviews Of Their Writing, Jennifer Kidd, Keri Parker, Samantha Myers

Teaching & Learning Faculty Publications

This study examines pre-service teachers’ (PSTs’) responses to using AI to review their writing. As part of a class activity, PSTs prompted an AI-chatbot for feedback and revisions on a short essay based on a provided assignment rubric. Afterward, they reflected on the pros and cons of using AI in this way. While some PSTs initially encountered functionality issues, all were able to obtain feedback and the majority reported finding it useful. In general, the PSTs appreciated AI’s speed and expertise and the potential to customize feedback based on their needs. However, many were skeptical of AI’s evaluation of their …

Payday Power-Up: Let's Make A Raise Distribution, Ayse Ozturk

Teaching & Learning Faculty Publications

This study illustrates a problem-solving activity reflective of a real-life situation wherein high school students articulate their reasoning while contemplating the effectiveness and fairness of distributing raises. Study data were gathered via teaching experiment methodology in problem-solving sessions at a mathematics camp for secondary students. Examination of the data indicated that students sought entry points for problem-solving by making assumptions and pinpointing crucial variables. Framing mathematics within the concept of fairness encouraged students to review their work, engage in active listening, and find purpose in mathematical reasoning.

Children's Moments Of "Becoming" In Classrooms: Spatial Production And Multiliteracy Practices, Seongryeong Yu

Teaching & Learning Faculty Publications

While immigrant children’s identity negotiation and their sense of belonging are increasingly highlighted, existing literature remains largely focused on language abilities and identity struggles, often emphasizing rigid definitions of “identity” grounded in blood, language, and culture. Drawing on findings from my dissertation, this comparative ethnographic case study examines the fluidity of identity through literacy practices that help children construct meaning and foster belonging. By analyzing how 10-year-old students’ literacy practices interact with physical and social environments at school, I discuss shared expressions of emotions, power dynamics, the role of language, and variations in the use of cultural materials. These moments …

A Secure And Privacy-Preserving Signature Protocol Using Quantum Teleportation In Metaverse Environment, Pankaj Kumar, Vivek Bharmaik, Sunil Prajapat, Garima Thakur, Ashok Kumar Das, Sachin Shetty, Joel J. P. C. Rodrigues

VMASC Publications

The burgeoning concept of the metaverse as an interconnected virtual space represents the forefront of the next-generation internet. Quantum teleportation, known for its prowess in ensuring secure and reliable communications, stands poised to revolutionize interactions within this immersive digital realm. In this context, we propose a comprehensive interaction protocol tailored for the metaverse environment. The designed protocol entails two fundamental components: first, the interaction between a user and their avatar, facilitated by a secure seven-qubit entangled state; and second, the interaction between two avatars, enabled through an efficient two-qubit entangled state. To fortify the protocol’s resilience, quantum key distribution (QKD) …

Classification Of Instructional Activities In Classroom Videos Using Neural Networks, Jonathan K. Foster, Matthew Korban, Peter Youngs, Ginger S. Watson, Scott T. Acton

VMASC Publications

Classroom videos have become an integral part of classroom observation and instructional quality studies. Researchers encounter substantial financial and time-consuming costs gathering trained personnel to catalogue and analyze a large quantity (i.e., hundreds of hours) of classroom videos. In this chapter, we argue that deep-learning neural networks have potential to help with these tasks by detecting features of instruction in videos. We evaluated the performance of three neural networks in detecting instructional activities in classroom videos. The video dataset included a total of forty-six hours, which was evenly split between elementary mathematics and English language arts lesson recordings. Results showed …

Predicting The Need For Cardiovascular Surgery: A Comparative Study Of Machine Learning Models, Arman Ghavidel, Pilar Pazos, Rolando Del Aguila Suarez, Alireza Atashi

Engineering Management & Systems Engineering Faculty Publications

This research examines the efficacy of ensemble Machine Learning (ML) models, mainly focusing on Deep Neural Networks (DNNs), in predicting the need for cardiovascular surgery, a critical aspect of clinical decision-making. It addresses key challenges such as class imbalance, which is pivotal in healthcare settings. The research involved a comprehensive comparison and evaluation of the performance of previously published ML methods against a new Deep Learning (DL) model. This comparison utilized a dataset encompassing 50,000 patient records from a large hospital between 2015-2022. The study proposes enhancing the efficacy of these models through feature selection and hyperparameter optimization, employing techniques …

Integrative Machine Learning Approaches For Enhanced Classification Of Genomic Sequences: A Next-Generation Sequencing Perspective, Sujatha Alla, Nagesh Bheesetty, Sai Gireesh Komaragiri, Prasanthi Chidipudi, Joshit Mohanty, Sathish Kumar Chintala, Jubin Thomas, Jayapal Vummadi, Hemanth Volikatla, Navin Kamuni

Engineering Management & Systems Engineering Faculty Publications

The advent of Next-Generation Sequencing (NGS) techniques has revolutionized genomic research by enabling the rapid sequencing of DNA and RNA. This data can be used for various applications, including genome sequencing, transcriptome profiling, metagenomics, and epigenetics studies. For this study, DNA classifier dataset was extracted from UCI repository of machine learning databases. This vast amount of genomic data necessitates the development of sophisticated machine learning (ML) models for effective classification and analysis. This study presents a comprehensive comparison of various ML models, including Support Vector Machines (SVM), Random Forests (RF), and Neural Networks (NNs), approaches, in classifying genomic data. We …

Understanding The Link Between Conflict Profiles And Team Affective Outcomes Using Lpa And Nlp Techniques, Francisco Cima, Pilar Pazos-Lago

Engineering Management & Systems Engineering Faculty Publications

Team conflict is a naturally emerging phenomenon resulting from individuals' interactions during project execution. Cross-disciplinary teams can experience higher levels of conflict than single-discipline teams because of the increased diversity of knowledge and perspectives. Research has shown that team conflict can emerge from different types of disagreements (cognitive and interpersonal), which have different implications for team functioning. Past empirical research has focused on the impact of both conflict types independent from each other while overlooking their combined effects. This work examines the conflict profiles resulting from the combined levels of interpersonal and cognitive disagreements and their association with team outcomes. …

Improving Neuropathological Analysis With Aβgan: Addressing Morphology Imbalance For Efficient Alzheimer's Disease Diagnosis, Sujatha Alla, Prasanthi Chidipudi, Nagesh Bheesetty, Vedvikash Reddy Velur, Joshit Mohanty, Puneeth Bheesetty, Marisha Jmukhadze, Narendra Lakshmana Gowda, Sai Gireesh Komaragiri

Engineering Management & Systems Engineering Faculty Publications

Histopathologists are experiencing a digital revolution in their field thanks to the digitization of Whole Slide Images (WSIs), which are microscope slides of tissue that can measure gigapixels in size. With so much high resolution data at their disposal, computer vision techniques can now be used to automate laboratory processes, create visual standards, and increase analysis throughput, all of which reduce the workload of pathologists [1]. The "gold" standard in neuropathology, particularly for Alzheimer's Disease- is pathological diagnosis made by looking at White Matter Inclusions (WSIs) in brain tissue. Semi-quantitative scoring in accordance with the standards established by the Consortium …

The Realization Rule As A Legal Standard, Sloan G. Speck

Publications

The realization “rule” in tax law is better characterized as a legal standard. This characterization matters after the Supreme Court’s decision in Moore v. United States, which sets the stage for future courts to decide that the Constitution mandates realization— an identifiable event before accrued income is reportable by taxpayers. The stakes of a constitutional realization requirement are underappreciated. Because current statutory law embeds realization as a background principle, a constitutional realization requirement would operate as a taxpayer-initiated antiabuse doctrine—a sword that taxpayers could use selectively to invalidate parts of the Internal Revenue Code and Treasury Regulations. This novel constitutional …

Ai Malpractice, Bryan H. Choi

Publications

No abstract provided.

Legal Asynchrony: Constitutional “Bridges” Inverting Elemental U.S. Technology, Steven Ferrey

University of Colorado Law Review

The 2022 Biden Inflation Reduction Act (“IRA”) and the 2021 Infrastructure Investment and Jobs Act (“IIJA”), together providing for an unprecedented $1.7 trillion in spending, were enacted to construct a sustainable legal U.S. exit ramp from what the Secretary-General of the United Nations recently described as a “highway to climate hell with our foot still on the accelerator.” This Article analyzes a critical legal missing link in these Acts that is now causing the U.S. economy to do the opposite of its intended climate change mitigation, given: • A necessary eight-fold increase in current renewable electric power, requiring adding the …

Advancements And Challenges In Additively Manufactured Functionally Graded Materials: A Comprehensive Review, Suhas Alkunte, Ismail Fidan, Vivekanand Naikwadi, Shamil Gudavasov, Mohammad Alshaikh Ali, Mushfig Mahmudov, Seymur Hasanov, Muralimohan Cheepu

Engineering Technology Faculty Publications

This paper thoroughly examines the advancements and challenges in the field of additively manufactured Functionally Graded Materials (FGMs). It delves into conceptual approaches for FGM design, various manufacturing techniques, and the materials employed in their fabrication using additive manufacturing (AM) technologies. This paper explores the applications of FGMs in diverse fields, including structural engineering, automotive, biomedical engineering, soft robotics, electronics, 4D printing, and metamaterials. Critical issues and challenges associated with FGMs are meticulously analyzed, addressing concerns related to production and performance. Moreover, this paper forecasts future trends in FGM development, highlighting potential impacts on diverse industries. The concluding section summarizes …

Conjuring The Moon, Ariella Berkowitz

Open Access Theses & Dissertations

Conjuring The Moon wrestles with the question of why we as women still submit to norms created by men who can't possibly understand our reality. Why should we support ideologies that claim to represent us while actively working against us? Why should we conform to a system that positions us as inessential Other? The speaker of this book aspires to liberate herself from such burdens. Conjuring the Moon encapsulates one woman's search for the feminine divine within herself, her religion, and her environment; but as empowering as this search may be, it remains inextricably connected to her social and historical …

Restorative Materials And Maintenance Protocols, Renata Budny, Khrystyna Vyprynyuk

Publications and Research

No abstract provided.

Compton Scattering Of Mammographic Soft X-Ray Beams By Alkali And Transition Metal Salt Filters Produce X-Ray Interference Zones That May Have Treatment Potential For Localized Cancer Lesions, Subhendra N. Sarkar, Eric Lobel, Sabina Rakhmatova, Derbie Desir, Somdat Kissoon, Daler Djuraev, Katie Tam

Publications and Research

In breast x-ray imaging scattered radiation adds 50% of harmful radiation dose from anisotropic Compton scattering mechanism. We have been working with double layered inorganic salt materials that can induce Compton scattering to the incident mammographic x ray beams (in 20-30 kVp range) with adequate isotropy (angular control). Typically metal nitrates and alkali halide salt layers are shown here to cause low energy radiation interference zones with high and low photon intensities and local flux heterogeneity in terms of flux covariance. Spatial variation of low energy photon flux creates concentrated and sparse radiation zones that may be used to induce …

Circular Economy: The 4rs Reduce-Reuse-Recycle-Recover, Kevin Hom

Publications and Research

This article summarizes the lecture presented at the Net Built 2024 conference. The lecture addresses the unsustainability of the current linear economy, characterized by the "take, make, dispose" model, in light of environmental challenges. The inefficiencies of this system lead to increased energy consumption, elevated CO2 emissions, and the exacerbation of climate change. It examines the current state of design and construction with respect to climate change and sustainable resource management. Additionally, the lecture introduces a methodology that integrates technologies and design philosophies capable of driving significant positive change. By advocating for a transformative approach to the expected lifetime of …

‘I Know It When I See It’– Developing Quality Schedules Considering Subjective Or Unspecified Criteria, Douglas L. Moody

Publications and Research

Most timetabling problems have a given objective function to measure the quality of a solution. However, users may have a “I know it when I see it” recognition of a quality schedule, without specifying the complete basis for their judgment. In this situation, the objective function cannot be exclusively used as a solution quality measurement. This work presents an AI based approach to aid in categorizing the solution’s quality when the users have not explicitly defined all factors used in their criteria.

Predatory Publishing And Global Scholarly Communications, Monica Berger

Publications and Research

redatory publishing is a complex problem that harms a broad array of stakeholders and concerns across the scholarly communications system. It shines a light on the inadequacies of scholarly assessment and related rewards systems, contributes to the marginalization of scholarship from less developed countries, and negatively impacts the acceptance of open access.   To fix what is broken in scholarly communications, academic librarians must act as both teachers and advocates and partner with other stakeholders who have the agency to change how scholarship is produced, assessed, and rewarded. Predatory Publishing and Global Scholarly Communications is a unique and comprehensive exploration of …

Is The Gi Bill Enough? An Exploratory Analysis Of Student Veteran Borrowing In College, Kim E. Bullington, Kaycee L. Bills, David J. Thomas, William L. Nuckols, Joshua L. Howell

Educational Leadership & Workforce Development Faculty Publications

In the United States, many student veterans use their GI Bill benefits to help fund their postsecondary education; however, when the GI Bill is not enough, student veterans may turn to grants and loans to subsidize their financial needs. This study examines the degree and extent to which Pell Grants and student loans are being used by student veterans using data pulled from the National Center for Education Statistics’ Baccalaureate and Beyond dataset. We found that Pell Grant awards were higher for student veterans with disabilities as well as Blacks and that a student’s age contributed to the overall amount …

Reclaiming & Reasserting Third World Womanhoods In U.S. Higher Education, Bhavika Sicka

Educational Leadership & Workforce Development Faculty Publications

This study combines narrative inquiry with Third World feminism to bring a nuanced and scopic perspective of Third World women student experiences in US higher education. Specifically, it utilises Talpade Mohanty's concept of Third World womanhood to visibilise the experiences of five Third World international female students. Understanding womanhood as transnationally fluid and contextual, I investigate how women international students from the Third World perceive themselves to be misrepresented or homogenised in Western higher education. I also examine how gender and foreignness act as dynamic, interrelated categories in doubly‐othering this population. The purpose is to identify how Third World women …

Jufon Vaikutus Yliopistoissa Työskentelevien Tutkijoiden Julkaisukanavia Koskeviin Päätöksiin, Melina Aarnikoivu, Charles Mathies, Nelli Piattoeva

Educational Leadership & Workforce Development Faculty Publications

Yliopistojen rahoitusmallissa tärkeää roolia näyttelevä Julkaisufoorumi (JUFO) on virallisesti tarkoitettu laajempien julkaisumäärien tarkasteluun. On kuitenkin viitteitä siitä, että JUFOa käytetään laajasti myös yksittäisten tutkijoiden arviointiin. Tässä monimenetelmätutkimuksessa tarkastelemme sitä, miten JUFO-tasot vaikuttavat yksilöiden julkaisukanavia koskeviin päätöksiin, sekä sitä, miten tutkijat kokevat JUFOn roolin omassa työssään sekä tiedejulkaisemisessa laajemmin. Aineistonamme on keväällä 2023 toteutettu verkkokysely (N = 276), johon vastasi eri uravaiheiden ja alojen tutkijoita ympäri Suomea. Analysoimme vastaukset sekä määrällisiä (T- ja ANOVA-testit) sekä laadullisia (induktiivinen sisällönanalyysi) menetelmiä käyttäen. Tulosten perusteella JUFO-tasot vaikuttavat merkittävästi tutkijoiden enemmistön (54,9 %) päätöksiin siitä, millä perusteella julkaisukanava valitaan. Tasoilla oli suurempi merkitys tekniikan ja …

Relationship Between Technology Student Association Participation And Soft Skills Development, Lauren Lapinski, Mickey Kosloski, Philip Reed

Educational Leadership & Workforce Development Faculty Publications

The purpose of this study was to determine the relationship between student participation in Technology Student Association activities and soft skills development. This study specifically sought information on relationships between soft skills development and (a) time spent on Technology Student Association activities, (b) competitive event success, (c) assumption of leadership roles, and (d) gender. Data were provided by Pennsylvania Technology Student Association and consisted of survey responses from middle and high school students who are active Pennsylvania Technology Student Association members (n = 229). In addition to descriptive data, a multiple linear regression analysis was performed to determine the …

A Point Of Singularity For Technology And Engineering Education, Philip A. Reed

Educational Leadership & Workforce Development Faculty Publications

[First paragraph] I attended graduate school at Virginia Tech in the late 1990's and some of my fondest memories are from the side conversations with the faculty. The faculty at that time consisted of my mentor and program leader, Jim LaPorte, and other leaders in the field: Allen Bame, Sharon Brusic, Tom Jeffries, and Mark Sanders. Bill Dugger had recently retired from the university but maintained an office in Blacksburg to work full time on the Technology for All Americans Project (TfAAP, ITEEA, 2024) and he was very gracious about hosting students at the TfAAP office …

Segregation And School Composition In Washington, D.C. Following The Implementation Of A Unified School Lottery, Jason E. Saltmarsh, Francisco Lagos

Educational Leadership & Workforce Development Faculty Publications

The global expansion of choice programs fuels debates about the equity potential of school choice policies and mechanisms. In 2014, Washington, D.C. pioneered a citywide lottery and enrollment system to match students with preferred institutions and distribute access to seats in high-demand schools. While unified lottery and enrollment systems impact a vast number of students and influence educational opportunities across continents, little evidence exists on the efficacy of these systems or the link between centralized lotteries and changes in school composition or segregation. Using longitudinal data and an interrupted time series analysis, this study examines the relationship between D.C.’s centralized …