Digital Commons Network^™

Some Comply While Some Defy: Elementary Teachers’ Responses To Leadership Mandates On Reading Comprehension Instruction, Reid J. Smith, Pamela C. Snow, Tanya A. Serry, Lorraine S. Hammond

Research outputs 2022 to 2026

Purpose: We report the qualitative findings from a survey of elementary teachers regarding reading instruction. The purpose is to extend on quantitative findings in a previously described survey to gain a more in-depth understanding of Australian elementary teachers’ approaches to the literacy block in their schools: how this is used, who makes instructional decisions, and how teachers respond to these. Method: A web-based survey was used to collect data from Australian elementary teachers about their perspectives regarding reading comprehension instruction. Of the 284 respondents, 182 (64.1%) provided free-text comments in response to open-ended questions. Responses were coded and analyzed for …

Exploring How Nutrition Students Used The Relational Employability Framework To Reflect On Their Micro-Placement Experiences, Elizabeth J. Cook, Ros Sambell

Research outputs 2022 to 2026

As the world grapples with multiple challenges, workforces increasingly require university graduates who can navigate complexity to facilitate positive change. The relational employability framework (REF) is used by educators to help students develop an awareness of their human and more-than-human career interactions, contributions and possibilities, in addition to developing their foundational employability skills and attributes. This case study, situated in a third-year community nutrition unit at Edith Cowan University, explores how students applied the REF in their final written reflection assessment following a micro-placement. Eighteen students reflected on their micro-placement experience and developing relational employability using Gibbs’ reflective cycle. Codebook …

An Expert Opinion On The Management Of Frailty In Heart Failure From The Australian Cardiovascular Alliance National Taskforce, Julee Mcdonagh, Caleb Ferguson, Sarah N. Hilmer, Ruth E. Hubbard, Richard I. Lindley, Andrea Driscoll, Andrew Maiorana, Lindsay Wu, John J. Atherton, Beata V. Bajorek, Bridie Carr, Kim Delbaere, Elsa Dent, Mai Duong, Louise Hickman, Ingrid Hopper, Quan Huynh, Sunita Jha, Anthony Keech, Marc Sim, Gursharan Singh, Anthony Villani, Catherine Shang, Meng Hsu, Jamie Vandenberg, Patricia Davidson

Research outputs 2022 to 2026

Approximately 50% of all adults with heart failure (HF) are classified as frail. Frailty is a clinical state of 'accelerated ageing' that complicates management and results in adverse health outcomes. Despite recommendations for frailty assessment in HF guidelines, its implementation into routine clinical practice has been slow. Further, evidence to inform models of care and pharmacological treatment for individuals with HF who are classified as frail is lacking. The complexity of management underscores the importance of tailoring models of care that can improve the focus on frailty through multidisciplinary care teams. Frailty can be reduced in some cases through the …

Associations Between Flavonoid-Rich Food And Flavonoid Intakes And Incident Unhealthy Aging Outcomes In Older United States Males And Females, Nicola P. Bondonno, Yan Lydia Liu, Francine Grodstein, Eric B. Rimm, Aedín Cassidy

Research outputs 2022 to 2026

Background: Our knowledge of the importance of flavonoid-rich foods in preventing unhealthy aging across its different domains is limited. Objectives: This study aimed to examine prospective associations between flavonoid-rich food and flavonoid intakes and indicators of unhealthy aging, namely frailty, impaired physical function, and poor mental health. Methods: We followed up 62,743 females and 23,687 males, all aged ≥60 y, from the Nurses’ Health Study (1990–2014) and Health Professionals Follow-up Study (2006–2018), respectively. Both time-updated and change in intakes of a flavodiet score (an aggregate of intakes of major flavonoid-rich foods and beverages) and individual flavonoid-rich foods and beverages and …

Automated Abdominal Aortic Calcification Scoring From Vertebral Fracture Assessment Images And Fall-Associated Hospitalisations: The Manitoba Bone Mineral Density Registry, Marc Sim, Abadi K. Gebre, Jack Dalla Via, Siobhan Reid, Mohammad Jafari Jozani, Douglas Kimelman, Barret A. Monchka, Syed Zulqarnain Gilani, Zaid Ilyas, Cassandra Smith, David Suter, John T. Schousboe, Joshua R. Lewis, William D. Leslie

Research outputs 2022 to 2026

Abdominal aortic calcification (AAC), a subclinical measure of cardiovascular disease (CVD) that can be assessed on vertebral fracture assessment (VFA) images during osteoporosis screening, is reported to be a falls risk factor. A limitation to incorporating AAC clinically is that its scoring requires trained experts and is time-consuming. We examined if our machine learning (ML) algorithm for AAC (ML-AAC24) is associated with a higher fall-associated hospitalisation risk in the Manitoba Bone Mineral Density (BMD) Registry. A total of 8565 individuals (94.0% female, age 75.7 ± 6.8 years) who had a BMD and VFA image from DXA between February 2010 and …

Health Professional Perceptions Of Delivering Hospital Falls Prevention Education—A Qualitative Study, Anne Marie Hill, Cheng Yen Loo, Steffanie Coulter, Carol Watson, Sharmila Vaz, Meg E. Morris, Leon Flicker, Tammy Weselman

Research outputs 2022 to 2026

Background: Providing patient falls prevention education can help reduce falls in hospitals, yet research exploring staff perceptions about providing falls education in hospitals is limited. Objective: We sought to determine enablers and barriers to implementing a hospital falls prevention education program (the Safe Recovery Program) from the clinical staff perspective. Methods: Purposive sampling was used to recruit health professionals (N = 40) from 12 acute medical and surgical wards at a 450-bed hospital in Perth, Western Australia. Participants were given the option to take part in a focus group or semi-structured interview. Data were analyzed via directed content analysis. Results: …

Molecular Testing Of Lung Cancer In Australia: Consensus Best Practice Recommendations From The Royal College Of Pathologists Of Australasia In Collaboration With The Thoracic Oncology Group Of Australasia, Wendy A. Cooper, Benhur Amanuel, Caroline Cooper, Stephen B. Fox, Jon W.A. Graftdyk, Peter Jessup, Sonja Klebe, Wei Sen Lam, Trishe Y.M. Leong, Zarnie Lwin, Rachel Roberts-Thomson, Benjamin J. Solomon, Rebecca Y. Tay, Rebecca Trowman, Janney L. Wale, Nick Pavlakis

Research outputs 2022 to 2026

Molecular testing plays a critical role in guiding optimal treatment decisions for lung cancer patients across a variety of clinical settings. While guidelines for biomarker testing exist in other jurisdictions, to date no best practice guidelines have been developed for the Australian setting. To address this need, the Royal College of Pathologists of Australasia collaborated with the Thoracic Oncology Group of Australasia to identify state-based pathologists, oncologists and consumer representatives to develop consensus best practice recommendations. Sixteen recommendations were established encompassing appropriate biomarkers, lung cancer subtype, tumour stage, specimen types, assay selection and quality assurance protocols that can inform and …

School Library Professionals’ Perceptions Of Students’ Digital Information Literacy, Margaret Kristin Merga, Saiyidi Mat Roni

Research outputs 2022 to 2026

Young people need strong digital information literacy (DIL) skills to effectively source, interpret and evaluate the credibility of online information. As DIL educators and advocates within contemporary schools, school library professionals can provide cross-contextual insights into their students’ DIL knowledge, skills and learning opportunities. Data from the 2024 International School Library Workforce Survey suggest that developing DIL may not be a typical priority in all schools and countries. Students’ DIL was felt to be low. School library professionals may be underutilized for supporting DIL learning in 35% of contexts, highlighting the need for greater understanding of this professional role.

The Autonomy Paradox, Working From Home And Psychosocial Hazards, Alexis Vassiley, Azadeh Shafaei, Mehran Nejati, Leigh Ann Onnis, Tim Bentley

Research outputs 2022 to 2026

This article investigates the experience of knowledge workers in New South Wales (NSW), Australia, who worked from home during the COVID-19 pandemic to understand their exposure to psychosocial hazards, specifically: workload and work pace; the work-home interface and social isolation. We explored how the increased autonomy afforded by working from home fitted with workers’ actual experience during the pandemic. Drawing on interviews with 33 NSW remote workers and 19 line-managers conducted in early 2021, this article argues that the increased autonomy afforded to employees by remote work is paradoxical. Many interviewees worked longer hours and experienced work intensification, as well …

Toward Privacy-Preserving Data Sharing - An Australian Healthcare Perspective, Kimley Foster, Nectarios Costadopoulos, Arash Mahboubi, Sabih Ur Rehman, Md Zahidul Islam

Research outputs 2022 to 2026

The rise of big data has brought increased urgency to the importance of privacy-preserving data sharing in healthcare. In Australia, health records exist in various databases; however data sharing is limited. While many consumers and healthcare professionals recognise the advantages of sharing data for research and health care services, misgivings about privacy and security persist. This study examined current perspectives on data sharing, investigating the trust level in privacy preserving data sharing tools and techniques among healthcare professionals and organisations, and their openness to adopting technology for secure data sharing. We incorporated participants from various healthcare professions across Australia. We …

Adaptive Crisis Management At The Operational Level: Responses To Covid-19 In The Australian Resources Sector, Michael M. Ajith, Andrei A. Lux, Tim Bentley, Michelle Striepe

Research outputs 2022 to 2026

The COVID-19 pandemic in 2020 significantly impacted Australia’s resources sector, particularly mining, oil, and gas industries, posing challenges for operational leaders. This study applied Adaptive Crisis Management Theory (ACMT) to understand how these leaders adapted during the crisis. Through interviews with 32 operational leaders, it was found that their roles evolved as crisis demands changed. Initially, they addressed immediate needs, then shifted focus to remote work facilitation and digital transformation, and finally emphasised recovery, trust, and resilience. These adaptations influenced leaders’ behaviours, highlighting the importance of flexibility in supporting employee wellbeing and organisational continuity during crises.

Four Overlooked Errors In Roc Analysis: How To Prevent And Avoid, Zhuoqiao He, Qingying Zhang, Manshu Song, Xuerui Tan, Wei Wang

Research outputs 2022 to 2026

Diagnostic tests are frequently applied within clinical practice to assist with disease diagnosis, differential diagnosis, disease grading and prognosis evaluation. Receiver operating characteristic (ROC) curve analysis is one common approach for analysing discriminative performance of a diagnostic test, where it can determine the optimal cut-off value with the best diagnostic performance.1 However, as a majority of clinicians are non-statisticians, several errors have been observed in clinical research when applying ROC curves. These errors may be misleading in the selection of diagnostic tests and disease diagnosis, thus adding to patient burden. To address these errors, clinicians do not need a …

Equity And Inclusion In Work-Integrated Learning: Participation And Outcomes For Diverse Student Groups, Denise Jackson, Bonnie Amelia Dean, Michelle Eady

Research outputs 2022 to 2026

Universities support students in their transition to work and future career through programmes such as work-integrated learning (WIL). WIL engages students in authentic industry-based experiences and is considered valuable for preparedness for work, including professional socialisation and developing skills prioritised by graduate employers. Research shows, however, that access and participation in WIL is not equal among all student groups. This paper reports on the responses of over 151,000 recent graduates in an Australian-wide survey. It investigates participation in different types of WIL and its influence on self-perceptions of employability and the employment outcomes of graduates from different backgrounds. Findings show …

Addressing Perceived Racial And Ethnic Disparities In Attorney Discipline, Susan Saab Fortney, Heather Zirke

Faculty Scholarship

Perceived racial and ethnic disparities in attorney discipline threaten public confidence in the legal profession’s fairness and equity. This Article explores whether lawyers of color are subject to a disproportionate number of disciplinary actions. It draws on studies that reveal patterns of disparate outcomes tied to factors such as practice setting, representation during proceedings, and decision-maker bias. The authors assess how systemic issues may contribute to these disparities and highlights gaps in research and transparency. To address these challenges, the Article recommends a multi-faceted approach. This includes better collection and analysis of demographic data, procedural reforms to ensure equitable treatment, …

The Globalization Of Copyright Exceptions For Ai Training, Matthew Sag, Peter K. Yu

Faculty Scholarship

Generative AI, machine learning and other computational uses of copyrighted works pose profound questions for copyright law. This article conducts of global survey of how different countries have attempted to answer these questions in relation to the unauthorized use of copyrighted works for training. Although the world has yet to achieve international consensus on this issue, an international equilibrium is emerging. Jurisdictions with common law and civil law traditions, and with varying economic conditions, technological capabilities, political systems, and cultural backgrounds, have found ways to reconcile copyright law and AI training. In this equilibrium, countries recognize that text data mining, …

The Great Unsettling: Administrative Governance After Loper Bright, Cary Coglianese, Daniel E. Walters

Faculty Scholarship

“Chevron is overruled.” These three words surely captured more attention than any others in the U.S. Supreme Court’s thirty-five-page opinion in Loper Bright Enterprises v. Raimondo. For forty years, the Chevron doctrine had been virtually synonymous with administrative law. Now that the Court has taken a step that many scholars thought unfathomable even just a few years ago, speculation abounds about the possible downstream impacts of Loper Bright on both what agencies will be able to do in the future and how lower courts will respond when reviewing agency action. The vast majority of early expert commentaries suggest …

Moral Politics Theory Applied To Abortion: Utopias, Dystopias, And Dobbs, Susan Ayres

Faculty Scholarship

This article examines Moral Politics Theory (MPT) as a way to understand current tensions in the US concerning reproductive justice. MPT, as developed and researched for over thirty years by cognitive scientist, George Lakoff, provides a way to explain differences in political worldviews. According to Lakoff’s research in Moral Politics and Don’t Think of an Elephant!, conservatives tend to hold a strict-father model, and progressives hold a nurturant-parent model. People in the political middle tend to endorse both models; Lakoff labels those in the middle as “biconceptuals,” and discusses how this group is most susceptible to persuasion because metaphors frame …

Law, Conflict, And Hybrid Warfare: A Teaching Imperative For A Changing World, Cynthia Alkon, Andrea Kupfer Schneider

Faculty Scholarship

Lawyers increasingly find themselves at the frontlines of the battlefield, just not in the traditional sense. Hybrid warfare is a conflict form that combines traditional military offensive measures with nontraditional methods, including the harnessing of legal systems to achieve strategic goals. Lawyers have always been at the frontline of typical legal risk assessment, thinking about a client's risk of liability or regulation costs generally. Now, lawyers must stand at the ready for a lot more: lawyers must be prepared for cyber-attacks, disinformation campaigns using artificial intelligence, the use of court systems to suppress reporting or shield bad actors, and so …

The United States Healthcare System: From Medicare To Post-Pandemic Health Policy, William M. Sage

Faculty Scholarship

My purpose in this essay is to comment on national health policy in the United States over the past sixty years.  My conclusions are less optimistic than what I had hoped when I began my teaching and research career in the 1990s to be able to say in 2025.  In particular, the successful expansion of publicly supported health coverage via the passage of the Affordable Care Act (“ACA” or “Obamacare”) in 2010 seems to have triggered -- though I hesitate to say that it caused – a backsliding from broader commitments to clinical performance, population health, and social solidarity that …

Protect Transgender Kids: What Is “Protection” In Light Of Bans On Gender-Affirming Care?, Patricia B. Barnett

Journal of Race, Gender, and Ethnicity

This Note examines the growing legal and constitutional conflict surrounding state laws that ban or restrict gender-affirming care for transgender minors. At the heart of the issue lies the clash between state authority and the constitutionally protected rights of parents under the Due Process Clause of the Fourteenth Amendment. Drawing on medical consensus that affirms the necessity and efficacy of gender-affirming care, the Note argues that these laws not only endanger the well-being of transgender youth but also infringe on parents' fundamental rights to direct their children’s medical treatment. The analysis highlights how some states mischaracterize gender-affirming care as a …

Book Banning: The Post-Pico Epidemic Upon Nationwide Academic Curricula, Brian Gomberg

Journal of Race, Gender, and Ethnicity

This Note explores the growing wave of book bans across the United States, highlighting the increasing role of state legislators in advancing policies that restrict access to literature in public schools. While historically driven by private individuals or local challenges, contemporary bans are now often state-sanctioned, with states like Texas, Florida, Missouri, Utah, and South Carolina leading the movement. These actions not only suppress specific titles but also target entire genres, disproportionately affecting books dealing with race, gender, and LGBTQ+ identities. Drawing on sources such as the PEN America Index of School Book Bans, the Note analyzes the historical context …

Implementation Of The Novel Nurse Intuition Patient Deterioration Scale To Assess For A Correlation Among Nurse Intuition And Patients Returning To The Intensive Care Unit, Janie L. Walsh

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction/Background: Adult hospitalized medical and surgical patients at an academic medical center are being transferred out of the Intensive Care Unit (ICU) to the step-down floor and having rapid response calls in less than 48 hours after the transfer. Nurse intuition is not a consideration in the decision to transfer a patient. Physiological variables such as Modified Early Warning Scores (MEWS) and vital signs are relied on heavily as indicators for escalation or de-escalation of care. There is evidence supporting the use of acknowledging nurse intuition to better predict a patient’s readiness for transitions of care.

Purpose: To evaluate the …

An Investigation Into Energy Consumption And V2g Potential Of An Electric School Bus Fleet, Rupesh Dahal

Graduate Theses, Dissertations, and Problem Reports (ETD)

The transition towards sustainable public transportation demands detailed evaluation of alternative fuel technologies. This thesis presents a comprehensive energy assessment and comparative analysis of diesel and electric school buses (ESBs) operating within the Monongalia County school district, its Vehicle-to-Grid (V2G) potential, and efficiency analysis of charging system. Utilizing real-world operational data collected from buses running identical routes, the study quantifies and compares their mileage specific energy consumption. The analysis reveals an average fuel economy of approximately 6.17 miles per gallon (MPG) for the conventional diesel school bus, contrasted with an average energy consumption rate of 0.46 miles per kilowatt-hour (miles/kWh) …

3d Printed Microfluidic Platforms For Elisa-Based Diagnostics: Advancing Toward Point Of Care, Brandi Marie Binkley

Graduate Theses, Dissertations, and Problem Reports (ETD)

Protein biomarker detection is a critical analytical method for quantifying proteins in biological samples. It is relevant not only in medical diagnostics and research but also numerous other fields such as environmental monitoring, pharmacology, food safety, and biotechnology. Sensitive detection at picogram-per-milliliter (pg/mL) levels is essential for diagnosing diseases, monitoring progression, and tailoring treatments, especially for low-abundance biomarkers like troponin, interleukin 6, carcinoembryonic antigen (CEA), activin A, and vascular endothelial growth factor (VEGF). Immunoassays, particularly enzyme-linked immunosorbent assays (ELISAs), are the gold standard for protein biomarker detection due to their high specificity and sensitivity. The development of point-of-care (POC) diagnostic …

What Does It All Mean? Differences In Self-Defining Memories Between Community And Adjudicated Youth, Hannah Elias

Graduate Theses, Dissertations, and Problem Reports (ETD)

Identity development is driven in large part by self-defining memories, or memories though which we base our definition of who we are (Habermas & Bluck, 2000). In adolescence, cognitive skills are gained that allow us to make meaning, or learn lessons and gain insight, from self-defining memories (Bluck & Habermas, 2001; McLean & Thorne, 2003). To determine whether there are differences in their ability to make meaning from their self-defining memories, this study compares narratives of self-defining memories between community youth and adjudicated youth. Additionally, the ability to be specific in self-defining memory recollection may differ between these groups, which …

Community-Wide Impacts Assessment Of Silver Carp (Hypophthalmichthys Molitrix) In The Ohio River, Luka Marques

Graduate Theses, Dissertations, and Problem Reports (ETD)

Invasive species can cause measurable impacts on the properties of recipient ecosystems, with effects that often vary spatially and temporally. One of the most complex and pressing invasion cases in the United States involves invasive carp. Invasive carp have quickly expanded throughout the Mississippi River Basin, with ecological impacts that may vary across space and time. Silver Carp has the potential to provoke community-wide impacts on native fish abundances and food webs of native fish communities. My study area ranged from the confluence of the Mississippi River and the Ohio River to R.C. Byrd Lock and Dam. The Ohio River …

A Limb-Speed-Driven Locomotor Control System And Its Ability To Adapt, Emily Marie Herrick

Graduate Theses, Dissertations, and Problem Reports (ETD)

Despite how simple walking may seem, the locomotor control system is structurally and functionally complex. Its hierarchical organization of supraspinal and spinal networks with forward and feedback pathways has many interactions at multiple levels that are dependent on the dynamics of a high-dimensional musculoskeletal system. Having a comprehensive understanding of sensorimotor integration within a healthy locomotor control system is crucial for understanding changes to the system due to age or neurologic disease and developing effective technologies to recover mobility in those populations. In this dissertation, we address persistent gaps in knowledge pertaining to how the nervous system controls locomotion.

In …

Numerical Investigation Of Pressurized Oxy-Combustion, Lei Li

Graduate Theses, Dissertations, and Problem Reports (ETD)

Pressurized oxy-combustion (POC) is emerging as a promising and transformative technology for carbon capture, utilization, and storage, offering advantages of low cost, low emissions, and high efficiency. POC operates by burning pulverized coal at elevated pressures in a recycled flue gas environment, typically rich in O₂ and CO₂. This study presents a comprehensive numerical investigation into the fundamental behaviors of lab-scale POC reactors, using both two-dimensional (2D) Reynolds-Averaged Navier-Stokes (RANS) simulations and three-dimensional (3D) Large-Eddy Simulations (LES) with the commercial computational fluidized dynamics (CFD) software package ANSYS Fluent.

The primary focus of this work is to understand flame stabilization and …

Forensic Characterization And Comparison Of Modern Nail Polish Products By Their Physical Features And Chemical Composition, Madison Meredith Lindung

Graduate Theses, Dissertations, and Problem Reports (ETD)

Nail polish can serve as valuable evidence in forensic investigations as it is often found on the hands and feet of individuals. Nail polish can break off and transfer easily during self-defense actions or forceful contact, such as in cases of kidnapping, sexual assault, or homicide. These residues can provide clues about who was at the scene, as well as where, when, and how the event evolved. However, compared to other types of paints commonly analyzed in forensic laboratories, limited forensic research has been conducted on the chemical composition and discrimination capabilities of popular nail products. The lack of information …

An Evidence-Based Practice Initiative To Improve Blood Pressure Control, Teresa D. Hines

Graduate Theses, Dissertations, and Problem Reports (ETD)

Introduction/Background: High blood pressure (HBP) is a significant public health concern. It affects millions of adults in the United States (US) and half of the adult population in the Appalachia regions. High blood pressure is a known risk factor for cardiovascular disease (CVD), which is the leading cause of morbidity and mortality Appalachia. Complications associated with high blood pressure result in substantial economic burdens for patients and their families, healthcare systems, and national economies. High blood pressure is a significant health issue in West Virginia (WV), with an estimated 602,000 people suffering from HBP.

Purpose: The purpose of this …