Digital Commons Network^™

The Roberts Court And Free Speech Symposium, Helen L. Norton

Publications

No abstract provided.

Reserve System Design For Allocation Of Scarce Medical Resources In A Pandemic: Some Perspectives From The Field, Govind Persad, Govind C. Persad, Tayfun Sönmez, M. Utku Unver

Publications

No abstract provided.

Errors In Converting Principles To Protocols: Where The Bioethics Of Us Covid‐19 Vaccine Allocation Went Wrong, Govind Persad, Govind C. Persad, Monica E. Peek

Publications

For much of 2021, allocating the scarce supply of Covid-19 vaccines was the world's most pressing bioethical challenge, and similar challenges may recur for novel therapies and future vaccines. In the United States, the Centers for Disease Control and Prevention's Advisory Committee on Immunization Practices (ACIP) identified three fundamental ethical principles to guide the process: maximize benefits, promote justice, and mitigate health inequities. We argue that critical components of the recommended protocol were internally inconsistent with these principles. Specifically, the ACIP violated its principles by recommending overly broad health care worker priority in phase 1a, using being at least seventy-five …

Race-Specific, State-Specific Covid-19 Vaccination Rates Adjusted For Age, Govind Persad, Kaitlyn M. Berry, Govind C. Persad

Publications

The authors provide the first age-standardized race/ethnicity-specific, state-specific vaccination rates for the United States. Data encompass all states reporting race/ethnicity-specific vaccinations and reflect vaccinations through mid-October 2021, just before eligibility expanded below age 12. Using indirect age standardization, the authors compare racial/ethnic state vaccination rates with national rates. The results show that white and Black state median vaccination rates are, respectively, 89 percent and 76 percent of what would be predicted on the basis of age; Hispanic and Native rates are almost identical to what would be predicted; and Asian American/Pacific Islander rates are 110 percent of what would be …

Hunting And Gathering On The Legal Information Savannah, Susan Nevelow Mart, Adam Litzler, David Gunderman

Publications

This article asks, what is it like for novice researchers to research real-world legal problems using four platforms: Bloomberg Law, Fastcase, Lexis Advance, and Westlaw? The study findings produced some surprises, as well as some clear implications for teaching legal research.

Realizing Diversity, Sustainability, And Stakeholder Capitalism, Peter H. Huang

Publications

Stakeholder capitalism conceives of capitalism with companies maximizing their long-term value, while considering in addition to the interests of their shareholders, also the interests of all their other stakeholders. Examples of such additional stakeholders include customers, employees, communities, creditors, competitors, society at large, and our planet. America today does not have stakeholder capitalism. Instead, America presently has shareholder capitalism, in which publicly held corporations only maximize their stock value to shareholders.

This Essay analyzes proposals for the United States Securities Exchange Commission to require that all reporting companies make periodic mandatory Environmental, Social, and Governance (ESG) disclosures of comparable, standardized, …

The Press’S Responsibilities As A First Amendment Institution, Helen Norton

Publications

No abstract provided.

Mind The (Participation) Gap: Vouchers, Voting, And Visibility, Abby K. Wood, Christopher S. Elmendorf, Douglas M. Spencer, Nicholas G. Napolio

Publications

This study exploits the introduction of a new type of public financing of elections—campaign finance vouchers—to estimate the effects of neighborhood-level political cross-pressure on citizens’ decisions to participate in low-cost political activities which vary in their publicness: voting (private) and vouchering (public). Does proximity to ideologically divergent neighbors affect one’s use of publicly disclosed campaign finance vouchers? We find that cross-pressured individuals are slightly more likely to use a campaign finance voucher than similarly situated individuals who are ideologically typical for their precinct. We also find evidence that precinct-level cross-pressure does not drive voucher users to shade their voucher donations …

Blind Justice: Algorithms And Neutrality In The Case Of Redistricting, Douglas M. Spencer, Moon Duchin

Publications

In several areas of law and public policy, there have been longstanding dreams that computers can secure decisionmaking that takes only some things into account, while remaining demonstrably neutral to other factors. In 2022, the U.S. Supreme Court will consider mandating race-neutrality in multiple domains, notably in college admissions and redistricting. In this piece, we clarify the real and imagined uses of computers in redistricting, considering their application for optimization approaches and, more recently, for representative sampling. The current pitch to the Court for a race-blind Voting Rights Act is discussed at length.

Is A Framework Of Support Enough? Undergraduate Research For Online Stem Students, Emily Faulconer, Brent Terwilliger, Robert Deters, Kelly George

Publications

While undergraduate research is known as a high-impact practice, little research has been conducted for the online educational setting. Early research suggests that online students and faculty have similar interest in undergraduate research as their residential (face-to-face) counterparts. This point of view presents the framework of support developed for fully online students distributed globally and shares some of the challenges faced in online undergraduate research, including the issue of low recruitment (despite stated interest) that could be exacerbated by the COVID-19 pandemic.

Leadership Strategies Amidst Disruption And Shock: Communication Implications, Stephanie K. Douglas, Robin A. Roberts, Hermen Díaz Iii

Publications

Leaders’ prompt communication about the COVID-19 pandemic was critical to stakeholders’ safety and knowledge about the uncertainty of organizational operations. In this study, the communication of various university leaders was analyzed in response to the new decade’s deadliest exogenous shock, the spread of the deadly COVID-19 virus. Content analysis of statements from a sample of leaders in public universities contained elements of situational, behavioral, and adaptive leadership. The analysis was conducted to identify leaders’ statements detailing contingencies being implemented for the survivability of their universities. Primarily studied were leader statements responding to the intensity and severity of the pandemic, rapid …

Leadership Strategies Amidst Disruption And Shock: Communication Implications, Stephanie K. Douglas, Robin A. Roberts, Hermen Díaz Iii

Publications

Leaders’ prompt communication about the COVID-19 pandemic was critical to stakeholders’ safety and knowledge about the uncertainty of organizational operations. In this study, the communication of various university leaders was analyzed in response to the new decade’s deadliest exogenous shock, the spread of the deadly COVID-19 virus. Content analysis of statements from a sample of leaders in public universities contained elements of situational, behavioral, and adaptive leadership. The analysis was conducted to identify leaders’ statements detailing contingencies being implemented for the survivability of their universities. Primarily studied were leader statements responding to the intensity and severity of the pandemic, rapid …

Interpretable Design Of Reservoir Computing Networks Using Realization Theory, Wei Miao, Vignesh Narayanan, Jr-Shin Li

Publications

The reservoir computing networks (RCNs) have been successfully employed as a tool in learning and complex decision-making tasks. Despite their efficiency and low training cost, practical applications of RCNs rely heavily on empirical design. In this article, we develop an algorithm to design RCNs using the realization theory of linear dynamical systems. In particular, we introduce the notion of α-stable realization and provide an efficient approach to prune the size of a linear RCN without deteriorating the training accuracy. Furthermore, we derive a necessary and sufficient condition on the irreducibility of the number of hidden nodes in linear RCNs based …

A Risk-Averse Mechanism For Suicidality Assessment On Social Media, Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur

Publications

Recent studies have shown that social media has increasingly become a platform for users to express suicidal thoughts outside traditional clinical settings. With advances in Natural Language Processing strategies, it is now possible to design automated systems to assess suicide risk. However, such systems may generate uncertain predictions, leading to severe consequences. We hence reformulate suicide risk assessment as a selective prioritized prediction problem over the Columbia Suicide Severity Risk Scale (C-SSRS). We propose SASI, a risk-averse and self-aware transformer-based hierarchical attention classifier, augmented to refrain from making uncertain predictions. We show that SASI is able to refrain from 83% …

Effects Of Cognitive Loading On Pilots And Air Traffic Controller Performance: Implications For Neural Dynamics And Cognitive Flow, Sam J. Holley, Mark D. Miller

Publications

The digitized environment in aviation operations has seen marked growth and expansion as new technologies arrive and are implemented. The flight deck and air traffic control functions are two areas where growth is particularly robust. Previous work has identified the effects of compounded cognitive loading and SHELL interfaces in these work environments, and the potential consequences when relief or collaborative resource management is not employed effectively. This paper examines the relationship of cognitive loading in the context of cognitive flow to identify potential areas where neural metrics might aid in a better understanding of the dynamics to determine thresholds of …

Work-Life Balance Effective Strategies To Enhance Personal And Professional Success, Cheryl Lentz

Publications

Two components of academic excellence are continuity and predictability (Noddings, 1991; Pierantoni, 2017). Students need academic consistency, especially at the early elementary levels, for optimal learning (Hemmeter et al., 2006; Pierantoni, 2017). Continuity and predictability are interrupted by internal and external factors that are sometimes beyond the control of education stakeholders (Coleman & Collinge, 2006). The unpredictability of crises can negatively affect people and disrupt the education sector and peoples’ livelihoods. Education systems, families, students, and educators struggle to maintain optimal learning environments because of the 2020 pandemic (Coleman & Collinge, 2006). Learning poverty means children are unable to read …

The Effects Of 5g Implementation On The Aspects Of Sustainability In The Air Transportation Industry, Leila Halawi, Douglas Ashlock, Lucy Elias, Hannah Puchkoris, Anthony Williams

Publications

The concern of 5G C-band frequency interference with global aviation operations was founded on the criticality of a single-point failure with the radio altimeter operations. The research in this report intends to highlight the severe impact of 5G C-band implementation on the air transportation industry. It focuses on one airport in the United States, Seattle-Tacoma International Airport (SEA), one of the busiest airports in the country, flying both domestically and internationally. The results show that Boeing aircraft are affected more than Airbus for 5G interference. Further, the findings show that the United States should align its 5G implementation with other …

Artificial Intelligence (Ai): The New Look Of Customer Service In A Cybersecurity World, Sharon L. Burton

Publications

Cybersecurity leaders are not adequately developed to guide the re-engineering of quality customer service (QCS) workflows, designed with automation and AI, that interrelate with people through customers’ perceptions. Realizing re-engineering processes should be a team effort with well-versed leadership and stakeholders guiding the successful design through a follow-up process. Leaders must shape compelling and straightforward needs to learn and teach employees and chat boxes indispensable customer service skills demonstrating patience, self-discipline, flexibility, and resourcefulness in communication with irritated customers or difficult circumstances. Whether the analysis, design, development, and implementation struggles are vacuums in cybersecurity knowledge, skill, and abilities or a …

Strategy: A Business And Cybersecurity Intertwined Necessity, Sharon L. Burton

Publications

Strategy development and application continue to shift. Evolving leadership with well-informed judgment relating to generating sound strategy within the realm of cybersecurity strengthening methods remains perplexing in this COVID-19 pandemic epoch. Investigated in this paper is the shaping of this context regarding the leadership position to study spats, procedures, and the way that this data clarifies the organization and outcomes of cybersecurity awareness, proficiency, know-how, practice, actions, purposes, harmonization, in addition to know-how immersion. This investigation’s documentation is geared toward the expansion of the context and semi-structured purposive sampling interview outcomes as this context is rationalized via the proper instrument …

A Student’S Access To Practice-Linked Resources In An Elementary Unplugged-To-Plugged Computer Science Unit, Umar Shehzad, Jody Clarke-Midura, Victor R. Lee, Mimi Recker

Publications

This paper presents a case study of a student’s participation in an expansively-framed unplugged computer science (CS) instructional unit that leverages activities and materials not typically associated with CS: playing an “unplugged” tabletop board game and designing a paper prototype of a new game level. We use the practice-linked identity framework as a lens to characterize resources available in our instructional design and how they afforded or hindered the student’s participation across the instructional activities. Our findings highlight the importance of relational resources in influencing participation, both positively and negatively, and provide implications for the design of future CS learning …

Exo-Sir: An Epidemiological Model To Analyze The Impact Of Exogenous Spread Of Infection, Nirmal Kumar Sivaraman, Manas Gaur, Shivansh Baijal, Sakthi Balan Muthiah, Amit Sheth

Publications

Epidemics like Covid-19 and Ebola have impacted people's lives significantly. The impact of mobility of people across the countries or states in the spread of epidemics has been significant. The spread of disease due to factors local to the population under consideration is termed the endogenous spread. The spread due to external factors like migration, mobility, etc. is called the exogenous spread. In this paper, we introduce the Exo-SIR model, an extension of the popular SIR model and a few variants of the model. The novelty in our model is that it captures both the exogenous and endogenous spread of …

Comparing Symbolic And Connectionist Algorithms For Correlating The Age Of Healthy Children With Sigma-Lognormal Neuromuscular Parameters, Zigeng Zhang, Christian O'Reilly, Rejean Plamondon

Publications

It is important to accurately evaluate the motor control maturity to help physicians diagnose delayed or abnormal motor development in children. Traditionally, it has been challenging to design assessment methods that are practical and accurate at the same time. This study aims to develop an effective algorithm to predict motor control maturity based on the Kinematic Theory of rapid human movements. We used handwritten pen strokes made on an electronic tablet by 513 children (5.5 to 13 years of age). We considered two types of movements: a single stroke and a triangle drawing test. For the analysis, Sigma-Lognormal parameters were …

Introduction To Analytics And Data Science, Leila Halawi, Amal Clarke, Kelly George

Publications

Learning Objectives

• Identify the different data types and measurements

• Identify the need for data and data sources

• Explain data partitioning and honest assessment

• Identify the necessity of data preparation and curation

• Identify the data preparation process

• Explore SAS VIYA platform and import data

Leveraging Interdisciplinary Expertise In Developing An Alternative Mathematics Pathway, Beverly Wood, Debra T. Bourdeau

Publications

How many instructors does it take for amazing course design? Or perhaps we should begin with “A mathematician, humanist, communication expert and statistician walk into a bar.” This unlikely team has co-developed a pair of courses, Learning to Reason I: Art and Quotient and Learning to Reason II: Commerce and Flux, that deeply investigate quantitative reasoning from multiple perspectives. Blending elements of rhetoric, logic, and history with mathematical computation, representation, and application breaks through the perceived barriers between the unyielding, obstinate world of mathematics and the ambiguous, equivocal world of the humanities. Developing the courses as an interdisciplinary team of …

Remotely Piloted Aircraft C2 Latency During Air-To- Air Combat, David L. Thirtyacre

Publications

Remotely piloted aircraft command-and-control latency could play a significant role during beyond-line-of-sight engagements in future conflicts. As the Air Force prepares to use these systems and artificial intelligence in within-visual-range combat, it must understand the effects of latency, or missing sensor data, during a dogfight. Research indicates technology-based latency influences the engagement outcome geometry similar to a slow decision-making cycle foundational to the understanding of Boyd’s Observe, Orient, Decide, Act (OODA) Loop. This study adds depth to the theory illustrating technology-induced latency has a similar effect as slow human decision making resulting in lower performance. Therefore, when combined with the …

Experimental Study Of Wall Bounded Harbor Seal Whisker Inspired Pin Geometries, Anish Prasad, Mark Ricklick

Publications

Conventional cylindrical/elliptical pins are one of the most widely used geometries in convection cooling systems and are used in the internal cooling of gas turbine blades and other applications, as they promote better heat transfer at the expense of large pressure losses and unsteadiness in the flow. The need to reduce pressure drop and maintain the heat transfer rates are a pressing requirement for a variety of industries to improve their cooling efficiency. One such prominent field of research is conducted in optimizing the design of pin geometries. In this study, a harbor seal whisker inspired geometry is being studied …

Establishing A Management Performance Measurement System; Defining And Selecting Kpis, Dimitrios V. Siskos

Publications

Managers and constituents of industries are increasingly concerned about measuring and managing organizational performance. However, launching a new measurement system goes beyond defining new metrics or developing new displays of existing data. However, as Bourne and Neely (2003) point out, there is some evidence that many of these implementations are not successful. This paper initially examines the most difficult elements in establishing and launching a management performance measurement system. The next step after the establishing of a performance measurement system, is to specify the essential elements in defining and selecting KPIs. Unfortunately, different people have very clear and different definitions …

Effect Of Freestream Noise On Hypersonic Crossflow-Induced Boundary-Layer Transition, Andrew Bustard, Thomas J. Juliano, Harrison B. Yates, Mark Noftz, Joseph Jewell

Publications

Between the windward and leeward rays, boundary-layer transition on cones at angle of attack in hypersonic flow is dominated by the crossflow instability [1, 2], wherein stationary and/or traveling crossflow vortices develop and can breakdown into turbulence [3]. Stationary crossflow modes are caused by surface roughness or any other steady forcing and produce disturbances that are fixed in place on the surface [3–6]. Stationary vortices create a generalized inflection point in the velocity profile that is inviscidly unstable [7]. This distorted mean flow develops secondary instabilities, whose growth and breakdown is one path to turbulence [8–10]. Traveling crossflow modes are …

We Need To Make A Plan A Journey And Guide To Project Management, Robyn M. Gleasner

Publications

This book chapter (from Project Management in Technical Services: Practical Tips and Case Studies) out­lines how project management and planning came to fruition for the Resources, Archives, and Discovery Unit (RAD) at the University of New Mexico Health Sciences Library & Informatics Center (UNM HSLIC). It also demonstrates how project management can help achieve the goals of projects by showing specific examples from projects such as the integrated library system migration, fourth floor shift to make room for a new classroom, and other inventory and shelf management projects as well as offering lessons learned along the way.

A Comprehensive Covid-19 Response—The Need For Economic Evaluation, Govind Persad, Ankur Pandya

Publications

Recently, the World Health Organization has exhorted countries to fight the Covid-19 pandemic with other interventions in addition to vaccines. But for countries to mount a comprehensive and effective response, more than exhortation is needed. Policymakers must understand the benefits and burdens associated with various policy options. They also have to be equipped to rigorously and systematically compare these benefits and burdens, both when evaluating individual policies and when determining which policies to include in a legislative or regulatory package.