Digital Commons Network^™

Enhancing Summative Assessment And Pedagogy Of Senior Secondary Dance Education Through Digital Technologies, Maria Gamble, Nicola F. Johnson

Research outputs 2022 to 2026

Despite advances in digital technology, summative assessment in the Australian Tertiary Admissions Rank (ATAR) Dance syllabus remain shaped by historical structures and practices. This study explores how digital technologies might better support fair, valid, and reliable assessment in senior secondary dance education. Through semi-structured interviews with six Australian experts in ATAR Dance curriculum, pedagogy, and assessment, the research highlights a shared interest in using technology to enhance learning and address assessment challenges. Participants acknowledged constraints imposed by traditional models but expressed openness to explore new possibilities and adapt to the current climate. The findings suggest that digital tools could foster …

Evaluating Impact Of Educational Research On Teachers’ Practice: A Teacher Expectations Intervention, Olivia Johnston

Research outputs 2022 to 2026

Educational research that generates new knowledge can have a positive impact on teaching practice, yet few methods have been developed to show if, and how, knowledge-based research translation has any impact on teachers’ professional practices. The research reported in this paper evaluated the impact of a Teacher Expectations Intervention on teachers’ practice. The intervention disseminated new knowledge about teaching practices that communicate high expectations to students. Graham et al.’s (2006) Knowledge-to-Action Framework provided a conceptual framework to develop, implement and evaluate the intervention with the participant teachers. The findings show that 61 secondary-school teachers experienced overall positive impact on their …

Explosions Are Always Entertaining But…: Investigating The Impacts Of Science Shows On High School Students, Shanii Phillips, Miriam Sullivan, Ann Grand

Research outputs 2022 to 2026

Science shows are often posited as a route to encourage young people to engage with science. Using a mixed methods approach, our research investigated the impact of attending a science show on high school students’ intentions to study science or pursue a career in science. We found that while a single visit to a science show has little impact on students’ aspirations, it can reinforce students’ confidence in their ability to succeed in science. In terms of design and performance, the best-received shows included ‘real-world’ content that students could identify as relevant to their lives.

Maboo Liyan Boorroo–Good Spirit Country: Using Participatory Research Frameworks To Manage Indigenous Cultural Landscapes In A Time Of Environmental And Political Uncertainty, Martuwarra Riveroflife, Anne Poelina, Martuwarra River Keepers, Sven Ouzman, Tod Jones, Naomi Joy Godden, Martin Brueckner

Research outputs 2022 to 2026

Management of cultural landscapes has struggled to understand and adapt to Indigenous ways of managing heritage through a reciprocal duty of care. We argue that barriers to Indigenous cultural landscapes are threefold. First, conceptual barriers exist due to the prevalence of inappropriate heritage concepts and frameworks from the Global North. Second are relational barriers in the form of asymmetrical relationships of power between non-Indigenous heritage ‘experts’ and Indigenous individuals and communities. Third, political barriers present in neo-colonial politics are at odds with the goals of Indigenous movements. After introducing Martuwarra RiverOfLife and her co-authors, we review these barriers within a …

Mobilities, Migration, And Digital Humanities, Mayurakshi Chaudhuri, Chiranjoy Chattopadhyay, Nirmala Menon, Paul Longley Arthur, Sarah Kenderdine, Mattius Rischard, T. Shanmugapriya

Research outputs 2022 to 2026

No abstract provided.

Muscle Strength, Muscle Endurance, Voluntary Activation, And Perception Of Effort In Myalgic Encephalomyelitis/Chronic Fatigue Syndrome (Me/Cfs): An Overview, James L. Nuzzo, Janet L. Taylor, Christopher Latella

Research outputs 2022 to 2026

Background: Myalgic encephalomyelitis/chronic fatigue syndrome (ME/CFS) is a debilitating condition characterized by fatigue, post-exertional malaise, perceived muscle weakness and other symptoms. Whether muscle strength is objectively reduced in ME/CFS is unclear. Objective and methods: Our aim was to determine if muscle strength, muscle endurance, voluntary activation, and perceived effort during muscle endurance tasks are altered in ME/CFS by reviewing the relevant literature. Results: We identified 27 studies that compared muscle strength or endurance between individuals with ME/CFS (n = 1,023) and healthy controls (n = 672). Tests typically involved handgrip, elbow flexion, or knee extension tasks. Across studies, muscle strength …

Open Educational Resources In Epidemiology: A Case Study Of Student Perceptions, Kiam Padamsey

Research outputs 2022 to 2026

Textbooks are fundamental in epidemiological education, but their rising costs and static nature present challenges in an ever-evolving academic landscape. Open Educational Resources (OER) offer a potential solution by providing free, adaptable, and high-quality alternative learning materials. This study examined student perceptions of an OER textbook compared to a traditional epidemiology textbook across undergraduate and postgraduate epidemiology units at Edith Cowan University, Western Australia. A total of n = 164 students responded to a survey assessing textbook quality, alignment with course objectives, clarity, and perceived impact on learning. Results indicated students perceived no significant differences between the traditional and OER …

On-Device Recommender Systems: A Comprehensive Survey, Hongzhi Yin, Liang Qu, Tong Chen, Wei Yuan, Ruiqi Zheng, Jing Long, Xin Xia, Yuhui Shi, Chengqi Zhang

Research outputs 2022 to 2026

Recommender systems have been widely deployed in various real-world applications to help users identify content of interest from massive amounts of information. Traditional recommender systems work by collecting user-item interaction data in a cloud-based data center and training a centralized model to perform the recommendation service. However, such cloud-based recommender systems (CloudRSs) inevitably suffer from excessive resource consumption, response latency, as well as privacy and security risks concerning both data and models. Recently, driven by the advances in storage, communication, and computation capabilities of edge devices, there has been a shift of focus from CloudRSs to on-device recommender systems (DeviceRSs), …

Physical Education And Sport-Focused Degree Programs: An Exploration Of Symbolic Boundaries And Policy Negotiations, Ellen Jones, David Aldous, Andrew P. Lane, Dawn Penney

Research outputs 2022 to 2026

This article explores the negotiation of contemporary policy agendas in physical education and sport-focused degree programs. Centring on one Higher Education Institution in Wales, the article pursues three foci in negotiations that are integral to the everyday work, relations and identities of academic staff: the commodification of university sport; quality learning and teaching; and changing relations with industry. Conceptually, the article draws upon Bernstein’s concept of symbolic boundaries to critically explore the translation and enactment of different policy agendas, and pursue constraints and possibilities arising for subject, professional and learner identities. Data from focus groups and interviews with 16 participants …

Psychotropic Medications Versus Non-Pharmacologic Approaches For Managing Behavioural And Psychological Symptoms In Australian Aged Care Residents With Dementia: General Practitioners’ And Physicians’ Perspectives, Hunduma D. Ayeno, Mustafa Atee, Gizat M. Kassie, Vijayaprakash Suppiah, Imaina Widagdo, Tuan A. Nguyen

Research outputs 2022 to 2026

Background: Psychotropic medications are often inappropriately prescribed for behavioural and psychological symptoms of dementia (BPSD), posing significant risks such as falls, stroke and death. Although non-pharmacological interventions (NPIs) are the first-line treatment for BPSD, their use in practice remains limited. Objectives: This study explored general practitioners’ (GPs’) and physicians’ perspectives on using psychotropic medications compared to NPIs for managing BPSD in Australian residential aged care homes (RACHs). Design: Semi-structured online in-depth interviews were conducted with GPs and physicians managing BPSD in Australian RACHs. Methods: The interviews were audio-recorded, transcribed and analysed using inductive thematic analysis, with transcripts coded using NVivo …

Qualitative Evaluation Of A Physical Activity Motivation Intervention At A Residential Substance Use Disorder Treatment Facility, Sascha Thal, Nikos Ntoumanis, Stephen Bright, Eleanor Quested, Dominika Kwasnicka, Min Maung, Bronwyn Myers

Research outputs 2022 to 2026

Background: Research on physical activity (PA) interventions for individuals with substance use disorders (SUDs) has yielded mixed findings regarding impact on substance use, mental health, and physical health. Low motivation, a common barrier in this population, can limit intervention effectiveness. This study evaluated the perceived effectiveness, feasibility, and acceptability of a motivational group intervention designed to enhance PA motivation among residents of a SUD treatment facility in Western Australia. Methods: Semi-structured interviews were conducted with 10 intervention participants and five treatment facility stakeholders (n = 15). Data were analysed using inductive reflexive thematic analysis. Results: This generated five key themes: …

Relationship Between Nontraditional Lipid Parameters And The Risk Of Type 2 Diabetes In Individuals Recovered From Dyslipidemia: A Cohort Study, Yuxian Wang, Zekai Chen, Zhen He, Hailun Qin, Kuangyi Wu, Huancong Zheng, Peng Fu, Zefeng Cai, Weiqiang Wu, Yulong Lan, Dan Wu, Shouling Wu, Youren Chen

Research outputs 2022 to 2026

Aims/Introduction: Lipid profiles are essential for assessing type 2 diabetes (T2D) risk, but individuals who recover from dyslipidemia are often overlooked, leaving their residual risk unclear. This study aimed to evaluate T2D risk in individuals with varying lipid change patterns and investigate the associations between traditional and novel lipid parameters with T2D risk among those recovered from dyslipidemia. Materials and Methods: In this prospective cohort study of the Kailuan Study, 39,283 non-diabetic participants were followed to evaluate T2D risk across lipid change patterns using the Cox proportional hazards models. A subset of 3,850 individuals recovered from dyslipidemia was analyzed to …

The Acute Effects Of Caffeine, Creatine, And Carbohydrate Mouth Rinse Combined With Conditioning Activity On Subsequent Sports Performance: A Systematic Review And Bayesian Meta-Analysis, Yanfeng Li, Bopeng Qiu, Hongyan Kuai, Kongyun Huang, Hengxian Liu, Mingyang Zhang, Mingyue Yin, Yilin Zhang, Hengzhi Deng, Yuming Zhong, Hao Kong, Jun Chen, Kai Xu

Research outputs 2022 to 2026

Background: Post-activation performance enhancement (PAPE) refers to the acute improvement in sports performance following a conditioning activity (CA), commonly used in warm-up protocols and complex training. While CA alone has demonstrated performance benefits, the effects of combining CA-induced PAPE with supplements (e.g., caffeine, creatine, or carbohydrate mouth rinse) remain unclear. Objectives: This study was to (i) assess the effects of PAPE combined with supplements on sports performance and fatigue resistance compared to PAPE + placebo, warm-up + supplements, or warm-up alone, and (ii) synthesize direct and indirect evidence on performance outcomes using network meta-analysis. Methods: Searches were conducted across three …

The Metaverse And Sport Fandom: Revolutionising Sport Consumption, Ashlee Morgan, Anthony Kerr

Research outputs 2022 to 2026

This article explores the potential transformative impact of the metaverse on sport consumption. While traditional sport environments cultivate a sense of communitas and liminality, where attendees experience unity and solidarity, the digital shift is redefining these dynamics. The metaverse offers new ways for sport consumers to engage, experience, and enter into an exchange. We present a model that conceptualises the multifaceted elements reshaping how sport is consumed, while also providing a framework to critically assess the implications of this transformation. We address both the opportunities and challenges presented with the expansion of virtual sport consumption and highlight legal and ethical …

The Strengthening Mechanisms And Incipient Plasticity Of Additively Manufactured Biomedical Refractory High Entropy Alloys, Changxi Liu, Liqiang Wang, Miao Luo, Kuaishe Wang, Marco De Battista, Ling Zhang, Weijie Lu, Lai Chang Zhang, Di Zhang

Research outputs 2022 to 2026

Owing to the cellular structure that limits dislocation motion upon stress loading, additively manufactured (AM) refractory high-entropy alloys (HEAs) exhibit an excellent strength-plasticity synergy. This work integrates micro/nano-mechanical experiments with statistical physics modeling to examine dislocation nucleation and slip in AM-fabricated TiNbTaZrMo HEA. Computational results indicated that the activation volume for initial dislocation nucleation is about one atomic volume, facilitating dislocation initiation. Nanoindentation and in-situ micro-pillar compression reveal no significant pop-in events, indicating that the cellular structure impedes dislocation slip and thus prevents plasticity reduction from dislocation slipping near grain boundaries. This work provides a thorough investigation into the interplay …

Tying The Goreum: Using Stanislavsky’S Concept Of Emotional Memory To Capture A Childhood, Susie Conte

Research outputs 2022 to 2026

Goreum/Ties was a cross-cultural, multidisciplinary theatre project that explored memory, identity, and belonging. Developed during a residency at Incheon Art Platform in collaboration with Fremantle Arts Centre, the work marked my first return to Korea in 35 years. This journey allowed me to reconnect with my ten-year-old self and reassemble the fragments of memory into performance. Blending theatre, video, sound, and fabric as transformative media, the project engaged audiences in a tapestry of cultural perspectives that shape remembrance. I drew on Stanislavski’s concept of emotional memory to filter my childhood in South Korea into poetic reflection. My experiences as a …

White Supremacy On The Whiteboard: Teachers’ Responses To The Christchurch Mosque Attacks, Genaro Oliveira, Abdelhamid Safa

Research outputs 2022 to 2026

This article explores how pre-service and secondary teachers in New Zealand have responded to the themes of white supremacy and terrorism in the aftermath of the Christchurch Mosque attacks on 15 March 2019. The research questions focus on teachers’ views on the role of schools and teachers in addressing white supremacy and violent extremism. The study utilises a mixed-methods approach drawing on a survey of social sciences secondary teachers nationwide and first-hand accounts from pre-service teachers during the attacks. While the immediate responses of New Zealand politicians, police officers, firefighters, and the Muslim community garnered significant attention, this research aims …

3d Engineered Scaffolds Of Conjugated Polymers/Metal Organic Frameworks For Biomedical Applications, Amin Hosseini Sharifabad, Roham Ghanbari, Mohammad Reza Saeb, Ehsan Nazarzadeh Zare, Filippo Rossi, Mehdi Salami-Kalajahi, Pooyan Makvandi

Research outputs 2022 to 2026

The extracellular matrix can be replicated by 3D scaffolds, providing a favorable environment for cell growth, proliferation, and differentiation. Despite their biocompatibility, biodegradability, and bioactivity, the poor mechanical strength of 3D scaffolds limits their use for heavy loads. This creates a bottleneck in the supply of scaffolds with enhanced mechanical strength and all the previously mentioned characteristics. Conjugated polymers have emerged as a promising option for 3D scaffold construction due to their electrical conductivity, adjustable surface qualities, and ability to transfer bioactive molecules. Moreover, metal-organic frameworks (MOFs) are a rapidly emerging class of nanomaterials due to their uniform porosity, excellent …

Deriving Best Practice Principles And Evaluation Criteria For Eia Follow-Up Governance, Charlene Smith, Angus Morrison-Saunders

Research outputs 2022 to 2026

Robust governance structures are crucial for effective Environmental Impact Assessment (EIA) follow-up, a critical component of best practice. EIA follow-up, with its five elements of monitoring, evaluation, management, participation and governance involves understanding project outcomes to inform ongoing management, enhance decision-making, and improve future EIA applications. EIA follow-up governance incorporates all the processes, mechanisms and arrangements required to enable the implementation of EIA follow-up. Despite its importance, implementation of EIA follow-up is still overlooked. The paper proposes best practice principles and evaluation criteria for EIA follow-up governance with a jurisdictional (macro) level focus, building upon existing EIA follow-up best practice …

Enhancing Cardiovascular Risk Prediction In Hypertensive Adults: A 3pm-Based Evaluation Of Insulin Resistance And Arterial Stiffness, Yulong Lan, Zhaogui Wu, Dan Wu, Lingyu Xu, Hongfa Wei, Chutao Wu, Youren Chen, Xiaolan Li, Shouling Wu

Research outputs 2022 to 2026

Objective: Hypertension management remains challenging due to coexisting insulin resistance (IR) and arterial stiffness—two silent yet synergistic drivers of atherosclerotic cardiovascular disease (ASCVD). This study aimed to evaluate their joint impact on ASCVD risk and assess their utility in predictive, preventive, and personalized strategies. Methods: In this prospective cohort study of 30,094 adults with hypertension, IR was assessed using the triglyceride-glucose (TyG) index (calculated as ln [TG (mg/dL) × FBG (mg/dL)/2]) and arterial stiffness via brachial-ankle pulse wave velocity (baPWV). Time-to-event analyses examined their individual and combined associations with ASCVD incidence. Results: Over a median 5.6-year follow-up, 1655 ASCVD cases …

Intake Of Total, Classes, And Subclasses Of (Poly)Phenols And Risk Of Lymphoid Neoplasms: A Prospective Analysis In The Epic Cohort, Enrique Almanza-Aguilera, David Guananga-Álvarez, Yolanda Benavente, Alexandra Nieters, Caroline Besson, Fatemeh Saberi Hosnijeh, Cecilie Kyrø, Nicola P. Bondonno, Christina C. Dahm, Elisabete Weiderpass, Therese Truong, Mariem Louati-Hajji, Xuan Ren, Verena Katzke, Matthias B. Schulze, Fabrizio Pasanisi, Claudia Vener, Giovanna Masala, Maria Teresa Giraudo, Rosario Tumino, Amaia Aizpurua, Maria Jose Sánchez, José María Huerta, Marcela Guevara, Cristina Lasheras, Paolo Vineis

Research outputs 2022 to 2026

Background: Existing epidemiological evidence regarding the potential role of (poly)phenol intake in lymphoma development is limited. Methods: We investigated the associations between the intake of total and individual classes and subclasses of (poly)phenols and the risk of lymphoma, including main frequent subtypes in the EPIC cohort using multivariable-adjusted Cox proportional hazards models. Results: During a mean 14-year follow-up (time frame: from 1990–1994 to 2008–2013), 2394 incident lymphoma cases were diagnosed from a total of 367,463 individuals. No significant associations were observed between total intakes of (poly)phenols, flavonoids, and phenolic acids and overall lymphoma risk. Total (poly)phenols, phenolic acid and hydroxycinnamic …

Interpersonal Consequences Of Employee Innovation Behavior, Shenghui Wang, Irene E. De Pater, Ming Yi, Edward Wray-Bliss

Research outputs 2022 to 2026

Existing research highlights how leadership fosters employee innovation. Less is known, however, about how supervisors react to innovative subordinates. Drawing on social comparison theory and interpersonal interaction theory, we examine the role of employee innovative behavior in eliciting supervisor envy and shaping subsequent behavioral responses. Specifically, we propose that highly innovative employees elicit envy from their supervisors and, in turn, experience more abusive supervision when both they and their supervisors are highly extraverted. In contrast, when highly innovative employees are extraverted, but their envious supervisors are not, we propose that they are more likely to experience supportive supervision. We tested …

M3t, Mariia Khan, Jumana Abu-Khalaf, David Suter, Bodo Rosenhahn, Yue Qiu, Yuren Cong

Research Datasets

For embodied agents, such as robots, tracking objects in their surroundings through visual observation is essential — a task, referred to as Visual Object Tracking (VOT). For instance, during a rearrangement task, a robot may need to track objects, as part of the scene change understanding process, to accurately restore them to their original states. Classic Multiple Object Tracking (MOT) datasets typically focus on tracking moving, single-class object instances in a video from a fixed viewpoint, limiting their applicability to embodied AI tasks. In embodied AI tasks, objects belong to multiple classes, are often static, and are observed from continuously …

Embscu, Mariia Khan, Jumana Abu-Khalaf, David Suter, Bodo Rosenhahn, Yue Qiu, Yuren Cong

Research Datasets

This dataset was created for the evaluation of the EmbSCU method, suitable for solving the Scene Change Understanding (SCU) task. The SCU task involves predicting a changed location, describing a change, and generating language instructions for the robotic agent to revert a change. Current datasets, related to scene change understanding, can be divided into scene change detection (SCD) and image difference captioning (IDC) datasets. Unlike existing approaches, EmbSCU facilitates simultaneous change detection, description and language-based rearrangement instruction generation for the agent to revert changes. Although the EmbSCU dataset is simulated, it is highly complex, incorporating 104 unique indoor Ai2Thor rooms. …

Saom, Mariia Khan

Research Datasets

The SAOM dataset is created for the evaluation of the whole-object semantic segmentation in embodied AI indoor environments. The SAOM dataset is tailored for segmentation in dynamic embodied environments, focusing on interactable objects. It includes 54 object classes, all of which are either `pickupable’, `openable’, or `receptacles`. Unlike static-object datasets, the objects in SAOM can undergo transformations, such as being opened, closed, or moved.

Ecu-Pmu-Fdi/Tsa, Taylah Griffiths, Mohiuddin Ahmed, Chadni Islam

Research Datasets

Cyberattacks are now targeting the electrical grid due to its inclusion of smart devices, e.g., smart meters, phasor measurement units. The need to understand and review the impacts of attacks is vital. ECU-PMU-FDI/TSA encompasses communications between a phasor measurement unit and a phasor data concentrator, using the IEEE C37.118 protocol. Benign traffic was captured as control, and for attacks false data injection and time synchronization attack traffic were captured.

Social Work Honours Thesis - Judith C Maechler, Judith C. Maechler, Obed Adonteng-Kissi

Research Datasets

The dataset comprises a coding book (Excel), a summary table, and a summary table of the studies included in the research.

She Speaks: Amplifying Women's Voices For Wellbeing, Narelle Lemon

Reports accepted as research outputs

Executive Summary

The SheSpeaks project successfully transformed how 223 Western Australian women understand and practice self-care, demonstrating  that targeted wellbeing literacy interventions can create lasting change  in women’s relationship with their own wellbeing. Funded by the Women’s Grants for a Stronger Future program, this innovative initiative combined evidence-based workshops with authentic podcasting to challenge the pervasive cultural narrative that positions women’s self-care as selfish  or impossible.

Experiences And Impacts Of A Hospital-Based, Spanish-Language Teaching Kitchen And Garden On Staff And Participants, Sarah E Roth, Benjamin Gronowski, Heidi Davis

Articles, Abstracts, and Reports

No abstract provided.