Digital Commons Network^™

Mitigating Polarization Leakage In Gas Pixel Detectors Through Hybrid Machine Learning And Analytic Event Reconstruction, Nicoló Cibrario, Michela Negro, Raffaella Bonino, Nikita Moriakov, Luca Baldini, Niccoló Di Lalla, Alessandro Di Marco, Sergio Fabiani, Andrea Frassá, Alessio Gorgi, Fabio La Monaca, Luca Latronico, Simone Maldera, Alberto Manfreda, Fabio Muleri, Nicola Omodei, John Rankin, Carmelo Sgró, Stefano Silvestri, Paolo Soffitta, Stefano Tugliani

Faculty Publications

Spatially resolved polarization measurements of extended X-ray sources are expanding our understanding of the emission mechanisms and magnetic field properties involved. Such measurements have been possible in the past few years thanks to the Imaging X-ray Polarimetry Explorer (IXPE). However, the analysis of extended sources suffers a systematic effect known as polarization leakage, which artificially affects the measured polarization signal. To address this issue, we built a hybrid reconstruction algorithm, which combines machine learning and analytic techniques to improve the reconstruction of photoelectron tracks in the Gas Pixel Detector and to significantly mitigate polarization leakage. This work presents the first …

Linking Geographic Distribution And Niche Through Estimation Of Niche Density, Tad Dallas, Cleber Ten Caten

Faculty Publications

1. The availability of suitable niche space constrains where species can occur geographically. This tie between niche space and geographic space is crucial when estimating species geographic distributions in a changing climate. However, specific combinations of climatic conditions may be overrepresented in geographic space, highlighting the potential disconnect between climatic niche area and geographic range size.
2. We develop a niche density estimator that accounts for the geographic availability of climatic niche space, relate this to traditional estimates of niche area and explore how these niche estimates are related to species geographic range size.
3. To do this, we use data on over …

“Let Me Be A Bridge”: Language Brokering Among Emerging Adult Latina Professionals In The Midwest, Elise M. Dubord

Faculty Publications

In immigrant families, bilingual children and adolescents regularly act as translators and interpreters for family and community members who are not fluent in the dominant language. These childhood language brokers later shift the focus of their translation activities as they transition into adulthood and develop professional skills. This research explores narratives of language brokering trajectories of three bilingual Latinas who were emerging adult professionals in three cities in Iowa. Based on a series of interviews collected over a 15 month period, this analysis examines how participants described realigning their family language responsibilities while simultaneously transferring their language brokering skills to …

Appendices A & B: Supporting Faculty Parents In Professional Development: Case Studies, Recommendations, And A Call For Inclusive Approaches, Anne Marie Gruber, Lindsay Doukopoulos

Faculty Publications

No abstract provided.

Podcasts In Mental, Physical, Or Combined Health Interventions For Adults: Scoping Review, Elizabeth M. Dascombe, Philip J. Morgan, Ryan J. Drew, Casey P. Regan, Gabrielle Turner-Mcgrievy, Myles D. Young

Faculty Publications

Background:

The increasing prevalence of poor mental and physical health in adults is a global health concern. Given the scope of this problem, scalable and effective treatment interventions are needed. While podcasts (online digital audio files) are becoming more popular, the extent of podcast use in mental, physical, or combined health interventions has not been reviewed.

Objective:

This scoping review primarily aims to summarize the available evidence regarding the use of podcasts in health promotion interventions. A series of 5 research questions was designed to systematically review and accurately represent podcast use in current research interventions.

Methods:

We conducted a …

Camouflaging Depression, Seth Brown

Faculty Publications

Many individuals with depression have been observed to exert effort to appear non-depressed. This effort, referred to as camouflaging, has been systematically studied among individuals with autism spectrum disorder and attention deficit hyperactivity disorder, but not among individuals with more common disorders such as depression. The purpose of this research was to examine camouflaging amongst individuals with depression and develop a camouflaging instrument specifically for depression. The Camouflaging Depression Scale (CDS) was developed and administered to 292 individuals experiencing varying levels of depression along with other clinical measures. In this sample, engagement in camouflaging was common and similarly occurred among …

“I Know What’S Best For My Child”: A Qualitativeanalysis Of Us Cisgender-Heterosexual Andlgbtq Parents’ Perspectives On Inclusiveeducation Policies, Flora Blanchette-Oswald, Izilda Pereira-Jorge, Alexandra Garr-Schultz, Kimberly E. Chaney

Faculty Publications

Diversity education in the K-12 years is a contentious issue in the contemporary US context. Given evidence that parental identity influences beliefs about and support for diversity education, we qualitatively explored cisgender-heterosexual and LGBTQ+ parents’ (N = 609) beliefs about the appropriateness of inclusive educational policies in K-12 classrooms. We collected qualitative data on parental perceptions of inclusive signals in classrooms (e.g., displaying a rainbow flag) and on perceptions of inclusive curriculum (whether children should learn about diversity at school/from teachers or at home/from parents). Parents’ responses reflected variability in support for inclusive signals. Cisgender-heterosexual parents were more likely …

Cardiovascular Health In The Transition From Adolescence To Emerging Adulthood: A Scientific Statement From The American Heart Association, Jewel Scott Phd, Rn, Fnp-C, Anandita Agarwala, Carissa M. Baker-Smith, Matthew J. Feinstein, Karen Jakubowski, Jill Kaar, Niyati Parekh, Kershaw V. Patel, Janna Stephens

Faculty Publications

Cardiovascular disease remains a leading cause of death in the United States, with an alarming rise in the proportion of young adults experiencing cardiovascular events. Many adolescents enter adulthood with significant cardiovascular disease risk factors. This scientific statement addresses the critical need for cardiovascular health promotion during emerging adulthood, a transitional stage between the ages of 18 and 25 or 29 years of age. We discuss the significance of social determinants of health and the interplay between individual-level risk factors and developmental changes, including shifts in substance use, social connections, and emotional well-being. We conclude by outlining strategies for optimizing …

Nonnative Species Richness And Dominance Reveal Differing Support For Invasion Theory At A Continental Extent, Lily M. Thompson, William K. Annis, Stephen R. Midway, Julian D. Olden, Brandon K. Peoples

Faculty Publications

Aim: Empirical tests of conceptual hypotheses describing species invasions often differ depending on the spatial scale (spatial resolution and extent of study area) at which they were conducted. Some of this disparity may arise from tradeoffs in data quality necessitating the use of different indices of community invadedness among scales. Local-scale studies typically use fine-resolution, descriptive measures of community invadedness (‘dominance’, the proportion nonnative individuals) at limited spatial extents, while macroscale studies often aggregate datasets to cover large spatial extents but use coarser spatial resolution and less descriptive indices (nonnative species richness). We investigated the consequences of using different indices …

Reef Fish Movement And Community Assemblages Associated With A Newly Deployed Artificial Reef, Jade M. Carver, Brett J. Falterman, Stephen R. Midway, Christian Walker, Creed C. Branham, Michael A. Dance

Faculty Publications

Artificial reefs provide critical habitat for fish in areas lacking benthic structure, yet our understanding of how artificial reefs function and develop is limited. Here, changes in fish community assemblages were monitored using baited remote underwater video (BRUV) surveys before and after a new artificial reef was deployed in the northern Gulf of Mexico. Movement of red snapper (Lutjanus campechanus) and gray snapper (Lutjanus griseus) between nearby oil and gas platforms (n = 3) and the new artificial reef was examined using acoustic telemetry, and residency was calculated for fish associated with both structure types. Fish community development at the …

Incorporating Media Coverage And The Impact Of Geopolitical Events For Stock Market Predictions With Machine Learning, Vinayaka Gude, Daniel Hsiao

Faculty Publications

This paper explores the impact of the Israel–Palestine conflict on the stock performance of U.S. companies and their public positions on the conflict. In an era where corporate positions on geopolitical issues are increasingly scrutinized, understanding the market implications of such statements is critical. This research aims to capture the complex, non-linear relationships between corporate actions, media coverage, and financial outcomes by integrating traditional statistical techniques with advanced machine learning models. To achieve this, we constructed a novel dataset combining public corporate announcements, media sentiment (including headline and article body tone), and philanthropic activities. Using both classification and regression models, …

How I Learned To Stop Worrying And Love The Bot: What I Learned About Ai And What You Can Too, John Lande

Faculty Publications

Artificial intelligence (AI) tools play an increasingly prominent role in legal education, legal practice, and dispute resolution. People’s understanding of how these tools work varies widely. This article outlines a framework to improve AI literacy among dispute resolution practitioners, parties, ADR program managers, faculty, students, and scholars. It highlights emerging trends and offers practical suggestions and resources to support AI literacy and the responsible integration of AI into their work. A companion article, Getting the Most from AI Tools: A Practical Guide to Writing Effective Prompts, helps users, especially those in dispute resolution roles, learn how to write effective …

The Essence Of An Antitrust Violation, Thomas A. Lambert

Faculty Publications

Judicial embrace of the consumer welfare standard reduced the indeterminacy and political manipulability of U.S. antitrust law. Continual invocations of antitrust’s consumer welfare focus, however, have created the misimpression that consumer harm is a sufficient, not merely a necessary, condition for condemning antitrust-relevant behaviors like agreements in restraint of trade and exclusion-causing unilateral acts. Such a “consumer harm sufficiency” view underlay the plaintiffs’ claims in Epic Games v. Apple and FTC v. Qualcomm and has inspired scholarly proposals to condemn various antitrust-relevant behaviors simply because they occasion consumer harm.

Antitrust economics and dynamic efficiency considerations call for rejection of the …

Direct Evidence For R-Process Nucleosynthesis In Delayed Mev Emission From The Sgr 1806-20 Magnetar Giant Flare, Anirudh Patel, Brian D. Metzger, Jakub Cehula, Eric Burns, Jared A. Goldberg, Todd A. Thompson

Faculty Publications

The origin of heavy elements synthesized through the rapid neutron capture process (r-process) has been an enduring mystery for over half a century. J. Cehula et al. recently showed that magnetar giant flares, among the brightest transients ever observed, can shock heat and eject neutron star crustal material at high velocity, achieving the requisite conditions for an r-process. A. Patel et al. confirmed an r-process in these ejecta using detailed nucleosynthesis calculations. Radioactive decay of the freshly synthesized nuclei releases a forest of gamma-ray lines, Doppler broadened by the high ejecta velocities v ≳ 0.1c into a quasi-continuous spectrum peaking …

Shielding Resources For Four Common Radiopharmaceuticals Utilized For Imaging And Therapy: Tc-99m, F-18, I-131, And Lu-177, Michael Oumano, Richard Wendt, James Botti, Nathan Busse, David Hintenlang, Stephanie Leon, Kevin Little, Melissa Martin, Richard Massoth, Kenneth Matthews, Rameshwar Prasad, Sharon White, Jessica Clements

Faculty Publications

Introduction: The use of radioactive materials in the United States has been tightly regulated by the Nuclear Regulatory Commission and other entities for many decades. In 2015, however, the Joint Commission began to require hospital-based nuclear medicine departments to conduct shielding designs and evaluations for radioactive material areas, mirroring established x-ray practices. NCRP Report No. 147 guides diagnostic medical x-ray shielding, but obviously cannot be used alone for nuclear medicine applications. The rising demand for theranostic nuclear medicine shielding evaluations particularly necessitates updated focused guidance, the aim of this report. Methods: Monte Carlo simulations were conducted using GATE software to …

Whole-Genome Assembly And Annotation Of The Firecracker Penstemon (Penstemon Eatonii), David E. Jarvis, Mikel R. Stevens, Payton Carter, Ying Fei Lin, Kate E. Jaggi, Gabriela Jijon, Teal Kalt, Jouber Calixto, Samantha Standring, Kaitlin Torres, Kayla B. Stephensen, Hayley Mangelson, Noah H. Williams, Carolyn A. Wessinger, Peter J. Maughan, Paul B. Frandsen

Faculty Publications

The penstemons are ornamental annual flowering plants native to the Intermountain West and Rocky Mountains and commonly used for urban landscaping. Elite commercial penstemons are generally susceptible to abiotic stresses, including drought, root rot, cold, and high salinity. Firecracker penstemon (Penstemon eatonii), however, is much more tolerant to these stresses than most elite cultivars. Importantly, firecracker penstemon has been reported to hybridize with many other penstemons and therefore provides the opportunity to develop more tolerant elite cultivars through strategic crossing. To facilitate the study and utilization of firecracker penstemon, we sequenced and annotated the genome of a P. …

Editorial Introduction: Bridging Policy Theory And Practice In Uncertain Times, Geoboo Song, Saba Siddiki, Holly L. Peterson, Melissa K. Merry, Ben Galloway, Camille Gilmore, Travis Wagher, Annette Nyoni

Faculty Publications

No abstract provided.

Teaching Critically In Contentious Times Black Consciousness, Historical Knowledge, And Educational Policy, Lagarrett J. King, Daniella Cook Sumpter

Faculty Publications

Editors’ Introduction to Special Section of Critical Education: Teaching Critically in Contentious Times

Clarifying Parens Patriae, James G. Dwyer

Faculty Publications

Throughout the Anglo-American legal world, the state claims an authority, termed parens patriae, to exert control over the lives of nonautonomous persons in ways it does not presume to control autonomous persons. Philosophers have given little attention to when and how that authority should be exercised, yet there is disagreement or confusion about this among courts and legal scholars. This article examines how parens patriae differs from other government roles, identifies which conceptions of the parens patriae role are coherent, and then presents a normative case for adopting a conception of the role as that of fiduciary for nonautonomous …

Association Of Nucleoside Reverse Transcriptase Inhibitor Use With Reduced Risk Of Alzheimer's Disease Risk, Joseph Magagnoli Ph.D., Ms, Meenakshi Ambati, Tammy H. Cummings, Joseph Nguyen, Claire C. Thomas, Vidya L. Ambati, S. Scott Sutton, Bradley D. Gelfand, Jayakrishna Ambati

Faculty Publications

INTRODUCTION

Inflammasome activation is implicated in Alzheimer's disease (AD). We previously demonstrated that nucleoside reverse transcriptase inhibitors (NRTIs), drugs approved to treat human immunodeficiency virus (HIV) and hepatitis B, also inhibit inflammasome activation.

METHODS

We evaluated the association between NRTI exposure and subsequent development of AD in the United States Veterans Health Administration over a 24-year period and in the MarketScan database over a 14-year period using propensity score-matched multivariate Cox hazards regression and Kaplan–Meier analyses.

RESULTS

We report that in humans, NRTI exposure was associated with a significantly lower incidence of AD in two of the largest health insurance …

Immigration Policy In The Second Trump Administration: Restriction, Removal, And The Limits Of Maga Nativism, Caroline R. Nagel

Faculty Publications

Donald Trump's three presidential campaigns have centred on promises to stop unauthorised immigration, whether by ‘building the wall’ or by enacting the largest mass deportation in American history. To deliver on these promises, Trump has appointed Stephen Miller—an anti-immigration hardliner who was responsible for the first Trump administration's draconian border policies – to a key White House position. Trump is often described as breaking from liberal-democratic norms; but when it comes to immigration policy, he is following a well-worn path by hiring Miller. This brief commentary places the Trump/Miller brand of anti-immigration politics in historical context, showing how anxieties over …

Immigration Policy In The Second Trump Administration: Restriction, Removal, And The Limits Of Maga Nativism, Caroline R. Nagel

Faculty Publications

Donald Trump's three presidential campaigns have centred on promises to stop unauthorised immigration, whether by ‘building the wall’ or by enacting the largest mass deportation in American history. To deliver on these promises, Trump has appointed Stephen Miller—an anti-immigration hardliner who was responsible for the first Trump administration's draconian border policies – to a key White House position. Trump is often described as breaking from liberal-democratic norms; but when it comes to immigration policy, he is following a well-worn path by hiring Miller. This brief commentary places the Trump/Miller brand of anti-immigration politics in historical context, showing how anxieties over …

Whole-Genome Assembly And Annotation Of The Firecracker Penstemon (Penstemon Eatonii), David E. Jarvis, Mikel R. Stevens, Payton Carter, Ying Fei Lin, Kate E. Jaggi, Gabriela Jijon, Teal Kalt, Jouber Calixto, Samantha Standring, Kaitlin Torres, Kayla B. Stephensen, Hayley Mangelson, Noah H. Williams, Carolyn A. Wessinger, Peter J. Maughan, Paul B. Frandsen

Faculty Publications

The penstemons are ornamental annual flowering plants native to the Intermountain West and Rocky Mountains and commonly used for urban landscaping. Elite commercial penstemons are generally susceptible to abiotic stresses, including drought, root rot, cold, and high salinity. Firecracker penstemon (Penstemon eatonii), however, is much more tolerant to these stresses than most elite cultivars. Importantly, firecracker penstemon has been reported to hybridize with many other penstemons and therefore provides the opportunity to develop more tolerant elite cultivars through strategic crossing. To facilitate the study and utilization of firecracker penstemon, we sequenced and annotated the genome of a P. …

A Remarkable Look At Sentencing For A Remarkable Set Of Drug Defendants, Douglas A. Berman, Steven L. Chanenson

Faculty Publications

A new dataset capturing sentencing outcomes for “boat defendants,” a notable group of federal drug offenders who share many characteristics, provides a fresh perspective on many different aspects of federal case-processing and drug-sentencing outcomes. This overview provides a brief look at ground- breaking research based on this dataset, which serves as an anchor article for this issue of the Federal Sentencing Reporter, followed by a history of the creation of this dataset and then commentaries highlighting insights and lessons drawn from this original research.

The Imposition Of Constitutional Rights, Alvin Padilla-Babilonia

Faculty Publications

One of the central principles of constitutionalism is that citizenship stands for equal rights under the law. According to this ideal, a U.S. citizen living in Puerto Rico or Guam should have the same constitutional rights as a citizen living on the mainland. However, throughout U.S. history, constitutional rights have been neither uniform nor centralized. While constitutional rights held im- portance, they coexisted with ideals of democratic self-governance and legal pluralism. Today, Supreme Court justices and legal scholars argue that all constitutional rights should apply in the territories. This view upholds citizenship, equal rights, and the rule of law. But …

“William Clark’S Treaties With Indian Nations: An Overview.”, Jay H. Buckley

Faculty Publications

Born the ninth of ten children to John and Ann (Rogers) Clark on August 1, 1770, on a plantation in Caroline County, Virginia, William Clark led a full life as a soldier, explorer, Indian agent, Missouri territorial governor, and superintendent of Indian affairs at St. Louis. While a teenager, his family relocated to a new plantation called “Mulberry Hill” near present-day Louisville, Kentucky. Clark joined the Kentucky militia, and then in 1792 President George Washington commissioned Clark a lieutenant of infantry. During General Anthony Wayne’s Ohio River Indian campaigns, Clark fought at the Battle of Fallen Timbers. He resigned his …

Testing For Normality In Regression Models: Mistakes Abound (But May Not Matter), Stephen Midway, J. Wilson White

Faculty Publications

This study examines the misuse of normality tests in linear regression within ecology and biology, focusing on common misconceptions. A bibliometric review found that over 70% of ecology papers and 90% of biology papers incorrectly applied normality tests to raw data instead of model residuals. To assess the impact of this error, we simulated datasets with normal, interval, and skewed distributions across various sample and effect sizes. We compared statistical power between two approaches: testing the whole dataset for normality (incorrect) versus testing model residuals (correct) to determine whether to use a parametric (t-test) or nonparametric (Mann-Whitney U test) method. …

‘I Feel Like The Most Important Thing Is To Ensure That Women Feel Included…’: Immigrant Women’S Experiences Of Integration And Gender Equality In Iceland During Times Of Crisis, Marya Rozanova-Smith, Embla Eir Oddsdóttir, Andrey N. Petrov

Faculty Publications

Enabling gender equality by empowering women to fully engage in modern society is fundamental for building resilient and sustainable communities. While Iceland is recognized as a global leader in gender equality, the experiences of various immigrant groups can differ considerably, especially during crises such as the COVID-19 pandemic and recovery. Given the rapid increase in the immigrant population in Iceland, it is crucial to gain a deeper understanding of the processes surrounding immigrant women’s integration strategies, with an emphasis on gender equality through the lens of intersectionality. The main objective of this qualitative study is to explore the gendered impacts …

Academic And Cerebrovascular Outcomes After Neurodevelopmental Screening In Sickle Cell Disease: A Longitudinal Cohort Study, Sarah E. Bills, Jeffrey Schatz, Elizabeth Gillooly, Julia D. Johnston, A. Lauren Waters, Alyssa M. Schlenz

Faculty Publications

Aim

To assess the predictive validity of neurodevelopmental screening in toddlers and preschool children with sickle cell disease (SCD) using the Ages and Stages Questionnaire (ASQ). We expected screening in preschool children to predict academic problems in elementary school and future stroke risk.

Method

Using a longitudinal cohort design, academic problems (e.g. grade retention, failing a subject) and increases in stroke risk (e.g. abnormal transcranial Doppler exam) were assessed for a 6-year period after neurodevelopmental screening in 2-year-olds (‘toddlers’) and 4-year-olds (‘preschool children’) using medical record review, which included annual information from parents about school functioning. Biopsychosocial variables were examined …

Trump And The Us Energy Transition, Conor M. Harrison

Faculty Publications

The US electricity grid has seen a rapid increase in the amount of renewable energy over the last decade, with many renewable advocates viewing the Inflation Reduction Act of 2022 as the catalyst to move the grid towards 100% clean energy. The 2024 elections, however, have significantly muddied the path. In this commentary, I posit what the Trump administration—and related Republican control of both houses of the US Congress—means for the US electricity system. I begin by briefly outlining the contours of federal and state electricity governance, the design of Inflation Reduction Act, the existing drivers of renewable energy growth …