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2025

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Practices And Perceptions In Hamstring Training For Injury Prevention And Enhancement Of Athletic Performance: A Qualitative Analysis, Steven Ross, Nicholas J. Ripley, Paul Comfort Jan 2025

Practices And Perceptions In Hamstring Training For Injury Prevention And Enhancement Of Athletic Performance: A Qualitative Analysis, Steven Ross, Nicholas J. Ripley, Paul Comfort

Research outputs 2022 to 2026

Hamstring strain injuries (HSIs) remain a prevalent issue across sports, despite extensive research. Previously, the current authors have reported practices and perceptions of training for the mitigation of HSIs, however such practices are highly nuanced. In this study, the authors utilised semi-structured interviews to further understand applied practitioner perceptions and identify how evidence is translated into practice. Twelve practitioners (one physiotherapist and eleven strength and conditioning [S&C] coaches including one dual accredited S&C coach and physiotherapist) working in a range of sporting disciplines were interviewed across six broad categories of questioning (practitioner profile, job role challenges, resistance training, high-speed running …


Sources Of Underwater Noise, Christine Erbe, Alec J. Duncan, Alexander Gavrilov, Montserrat Landero, Robert D. Mccauley, Iain Parnum, Evgeny Sidenko, Chandra Salgado-Kent, Evgeny Sidenko Jan 2025

Sources Of Underwater Noise, Christine Erbe, Alec J. Duncan, Alexander Gavrilov, Montserrat Landero, Robert D. Mccauley, Iain Parnum, Evgeny Sidenko, Chandra Salgado-Kent, Evgeny Sidenko

Research outputs 2022 to 2026

The marine soundscape, whether in coastal areas or the deepest ocean, in the tropics or at the poles, contains a myriad of sounds. Sounds may be grouped by their origin into geophony (e.g., wind, precipitation, waves, earthquakes, volcanoes, and ice), biophony (e.g., invertebrates, fishes, and marine mammals), and anthropophony (e.g., port construction, mineral and hydrocarbon exploration and production, renewable energy installation, and shipping). This chapter gives a brief overview of the geophony and biophony, and then focuses on the anthropophony. The sounds of boats and ships of various types, marine seismic surveys, drilling, dredging, pile driving, windfarms, geotechnical site investigations, …


The Monstrous-Digital: Data Necropolitics, Social Media, And The Assassination Of Brian Thompson, Laura Glitsos Jan 2025

The Monstrous-Digital: Data Necropolitics, Social Media, And The Assassination Of Brian Thompson, Laura Glitsos

Research outputs 2022 to 2026

This research article examines the assassination of UnitedHealthcare CEO Brian Thompson and the ensuing social media attention on the alleged shooter Luigi Mangione. I argue that the incident can be read as a cultural moment that captures the essence of an emergent sensibility that I call the “monstrous-digital” because of its layered and complex interconnections with the digital apparatus as a space of control and contestation. Specifically, I connect it to the biopolitical weaponization of computational systems, McQuillan’s (2015) algorithmic states of exception, and Pele and Mulholland’s (2023) data necropolitics. I approach this research using a qualitative case study method, …


The Teacher Wellbeing Turn: Neuropolitics, Education And The Psy-Complex, Andrew W. Wilkins, Antonio Olmedo, Brad Gobby, Saul Karnovsky Jan 2025

The Teacher Wellbeing Turn: Neuropolitics, Education And The Psy-Complex, Andrew W. Wilkins, Antonio Olmedo, Brad Gobby, Saul Karnovsky

Research outputs 2022 to 2026

Across the globe, governments are responding to a ‘teaching crisis’ marked by high attrition rates and labour shortages. This crisis can be attributed to macro changes in the economy (intensified by the shift towards high inflation, low growth economies post-COVID) and micro changes to the organisation and funding of schools with teachers experiencing stagnating wages and unmanageable workloads in punishing accountability environments. In this paper we examine how government and other authorities in England seek to manage the teaching crisis through diagnostic tools and skills training designed to measure and improving teacher wellbeing. This includes inciting new teacher subjectivities, namely …


Western Australian Graduate Teacher Perceptions Of Teacher Performance Assessments, Janine E. Wyatt, Caroline Mansfield, Paula Mildenhall Jan 2025

Western Australian Graduate Teacher Perceptions Of Teacher Performance Assessments, Janine E. Wyatt, Caroline Mansfield, Paula Mildenhall

Research outputs 2022 to 2026

This study examined the views of 1593 first-year graduates from five Western Australian universities concerning three nationally endorsed teacher performance assessment (TPA) instruments. Quantitative and qualitative data obtained through the Department of Education Western Australia’s annual first year graduate teacher surveys from 2021-2023 was used. Study findings revealed that overall, most graduates were satisfied that the TPA supported their classroom readiness and understanding of the graduate level of the Australian Professional Standards for Teachers, and that mentors/supervisors played a critical role in these perceptions. We recommend incorporating the first-year graduates’ insights into the refinement of TPAs. Our study advocates for …


Finding Time-Proximity Communities In Temporal Heterogeneous Information Networks, Yifu Tang, Chengfei Liu, Lu Chen, Rui Zhou, Jianxin Li Jan 2025

Finding Time-Proximity Communities In Temporal Heterogeneous Information Networks, Yifu Tang, Chengfei Liu, Lu Chen, Rui Zhou, Jianxin Li

Research outputs 2022 to 2026

Community search in heterogeneous information networks (HINs) often neglects temporal dynamics, yielding structures that poorly reflect real-world interactions. We introduce the Temporal HIN Community Search (THCS) problem and propose a novel core model that captures both structural cohesiveness and temporal relevance. Our model uses a time span constraint to ensure interaction recency and a query interval for flexible temporal exploration, filtering irrelevant connections while preserving structural density. We develop two efficient online algorithms—Center-based Sliding Window search and Incremental Center Expansion—that exploit meta-path symmetry and dynamic connectivity tracking. For frequent queries, we design a Temporal HIN Core Interval-Index (TCI-Index), organising minimal …


Monitoring Children’S Learner Engagement: The Early Years. A Practical Guide To In School And Learning High Impact Strategies That Build Strong Learner Engagement, Amelia Ruscoe, Leanne Lavina Jan 2025

Monitoring Children’S Learner Engagement: The Early Years. A Practical Guide To In School And Learning High Impact Strategies That Build Strong Learner Engagement, Amelia Ruscoe, Leanne Lavina

Research outputs 2022 to 2026

This practical guide presents a high‑impact approach to understanding and monitoring young children’s learner engagement through the integrated use of Dialogic Drawing, LIVE Threads, the Children’s Learner Engagement Monitor, and the Children’s Learner Engagement Planner. These tools were developed using evidence from research with early childhood teachers in response to calls from school leaders and educators for practical, evidence‑informed strategies that strengthen learner engagement. The research underpinning the Children’s Learner Engagement Monitor, funded by AISWA as part of the Preschool Reform Agreement (Australian Government, Department of Education, 2022), addresses four key goals: enabling teachers to gain critical knowledge about children’s …


Dialogic Drawing: A Pedagogical Tool To Promote And Monitor Learner Engagement, Amelia Ruscoe, Leanne Lavina Jan 2025

Dialogic Drawing: A Pedagogical Tool To Promote And Monitor Learner Engagement, Amelia Ruscoe, Leanne Lavina

Research outputs 2022 to 2026

This project presented a unique opportunity to apply an evidence‑based method, Dialogic Drawing, to the longstanding challenge of understanding and monitoring the learner engagement of young children as they begin their school journey. Early childhood is a critical period in which children are not only adjusting to the routines and expectations of school but are also forming their identities as learners. Yet monitoring engagement during this phase is complex. Young children’s developing language and literacy skills prompt educators to think holistically about how children might come to understand and share in their thoughts and feelings about school and learning. While …


Compulsory Service-Learning Programs In Secondary Schools: The Lasting Impact Beyond The Classroom, Linda Cranley, Gregory Hine Jan 2025

Compulsory Service-Learning Programs In Secondary Schools: The Lasting Impact Beyond The Classroom, Linda Cranley, Gregory Hine

Research outputs 2022 to 2026

The purpose of this research project was to investigate the extent to which a compulsory service-learning program (SLP) offered in one secondary school inspired students to extend their service to the community beyond their schooling and make the connection between real-life social inequities and the SLP. The project involved interviewing current staff and past students from a co-educational Catholic secondary school in Perth, Western Australia, about their experiences of participating in the school’s SLP. Staff and student participants highlighted key elements of the SLP, including the types of community involvement encouraged within the program, and provided insight into how the …


Drawing Sound In Space: Digital Spatial Notation As Constitutive Audiovisuality, Cat Hope Jan 2025

Drawing Sound In Space: Digital Spatial Notation As Constitutive Audiovisuality, Cat Hope

Research outputs 2022 to 2026

This paper examines how the design and realisation of a concert presentation entitled Drawing Sound in Space led to the concept of digital spatial notation. Seven Australian composers were commissioned to create digital scores for an electroacoustic chamber music ensemble, and scores were shared with the audience. The author argues that contemporary digital notation practices enhance live performances of new music by expanding concepts of the audiovisual to include alternative notational approaches engaging with space, creating a ‘spatial notation’. Further, Drawing Sound in Space aimed to transform musicianship and audience experience by offering a more immersive encounter with music notation …


Fuel Consumption Prediction Using Bayesian Neural Networks, Syarifah Diana Permai, Jurike V. Moniaga, Zener Sukra Lie, Ferry Jie Jan 2025

Fuel Consumption Prediction Using Bayesian Neural Networks, Syarifah Diana Permai, Jurike V. Moniaga, Zener Sukra Lie, Ferry Jie

Research outputs 2022 to 2026

Transportation is one of the necessities of life. Because humans need transportation to move from one location to another. Transportation requires fuel. On the other hand, fuel consumption is important and must be controlled. This is because fuel can come from both renewable and non-renewable energy sources, depending on the type and process of its formation. Several factors influence the fuel efficiency of a car, including the type of engine, vehicle weight, aerodynamics, driving habits, and other vehicle conditions. This research aims to predict car fuel consumption and identify the factors that affect fuel consumption. Several Machine Learning and Statistical …


Pfedrag: A Personalized Federated Retrieval-Augmented Generation System With Depth-Adaptive Tiered Embedding Tuning, Hangyu He, Xin Yuan, Kai Wu, Ren Ping Liu, Wei Ni Jan 2025

Pfedrag: A Personalized Federated Retrieval-Augmented Generation System With Depth-Adaptive Tiered Embedding Tuning, Hangyu He, Xin Yuan, Kai Wu, Ren Ping Liu, Wei Ni

Research outputs 2022 to 2026

Large Language Models (LLMs) can undergo hallucinations in specialized domains, and standard Retrieval-Augmented Generation (RAG) often falters due to general-purpose embeddings ill-suited for domain-specific terminology. Though domain-specific fine-tuning enhances retrieval, centralizing data introduces privacy risks. The use of federated learning (FL) can alleviate this to some extent, but faces challenges of data heterogeneity, poor personalization, and expensive training data generation. We propose pFedRAG, a novel Personalized Federated RAG framework, which enables efficient collaborative fine-tuning of embedding models to address these challenges. The key contribution is a new Depth-Adaptive Tiered Embedding (DATE) architecture, which comprises a Global Shared Layer, combined using …


The Dark Side Of International Cooperation: Indifference And The Psychosocial Dynamics Of Cooperative Deterrence, Jamal Barnes Jan 2025

The Dark Side Of International Cooperation: Indifference And The Psychosocial Dynamics Of Cooperative Deterrence, Jamal Barnes

Research outputs 2022 to 2026

States are increasingly resorting to international cooperative agreements to deter migrants and refugees from irregularly arriving at their borders. Although scholars have shown how these cooperative deterrence policies are undermining important refugee and human rights protections, making migration journeys more dangerous, and securitizing and criminalizing people on the move, what has not been adequately examined is how these cooperative arrangements can bring about normative changes that produce indifference to the suffering of refugees and migrants. This article examines the psychosocial dynamics of cooperative deterrence policies to show how the social processes of authorization, routinization, evasion of responsibility, and dehumanization weaken …


Seagrass Buried In The Dark: Reduced Light And Moderate Levels Of Burial Have Additive And Lethal Impacts On Posidonia Sinuosa, Nicole Said, Chanelle Webster, Kathryn Mcmahon, Natasha Dunham, Charlie Phelps, Ankje Frouws, Jack Robinson, Kieryn L. Kilminster, Simone Strydom Jan 2025

Seagrass Buried In The Dark: Reduced Light And Moderate Levels Of Burial Have Additive And Lethal Impacts On Posidonia Sinuosa, Nicole Said, Chanelle Webster, Kathryn Mcmahon, Natasha Dunham, Charlie Phelps, Ankje Frouws, Jack Robinson, Kieryn L. Kilminster, Simone Strydom

Reports accepted as research outputs

Executive Summary: Quantifying interactive effects among multiple stressors is important for understanding cumulative impacts on seagrasses, which is imperative for informing the appropriate management of marine ecosystems. To date, many thresholds used to understand seagrass response to dredging are based on singular stressors, such as light reduction or burial, but these pressures often occur simultaneously. Understanding the impacts of multiple stressors, which may act additively, synergistically or antagonistically, could require adjustment of existing single pressure derived thresholds. Furthermore, the recovery time of seagrasses to individual and multiple pressures has been identified as a major gap in literature. Improving our understanding …