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2025

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Behavioral Responses To Underwater Noise, Christine Erbe, Capri Jolliffe, Renee Schoeman, Valeria Senigaglia, Cristina Tollefsen, Rebecca Wellard, Ann Bowles, Dorian Houser, Shyam Madhusudhana, Sarah A. Marley, Angela Recalde Salas, Chandra Salgado-Kent, Leah Trigg Jan 2025

Behavioral Responses To Underwater Noise, Christine Erbe, Capri Jolliffe, Renee Schoeman, Valeria Senigaglia, Cristina Tollefsen, Rebecca Wellard, Ann Bowles, Dorian Houser, Shyam Madhusudhana, Sarah A. Marley, Angela Recalde Salas, Chandra Salgado-Kent, Leah Trigg

Research outputs 2022 to 2026

This chapter presents an overview of physical and acoustic behavioral responses of marine mammals to underwater sounds. A literature review was undertaken, and data on received levels at the animal when certain types of responses were observed were compiled in an online supplementary spreadsheet. Based on this, an overview of responses was written, organized first by species and then by sound type. In-air and underwater sound sources were considered. The most studied sound types were mid-frequency sonar and acoustic deterrent devices and then impact pile driving and vessels. The most frequently reported response was avoidance, followed by changes in swim …


Beyond Gatekeeping: Web Series As Entrepreneurial Emancipation In The Contemporary Streaming Era, Sarah De Possesse, Brian Yecies, Steinar Ellingsen, Sue Turnbull Jan 2025

Beyond Gatekeeping: Web Series As Entrepreneurial Emancipation In The Contemporary Streaming Era, Sarah De Possesse, Brian Yecies, Steinar Ellingsen, Sue Turnbull

Research outputs 2022 to 2026

This study explores fictional web series as a disruptive alternative to traditional television industry gatekeeping systems, offering actor/producers unprecedented pathways to creative agency and entrepreneurial career development. This research documents how practitioners, industry bodies, broadcasters, and audiences define “successful” web series, examining how “value” is generated beyond traditional economic metrics. Drawing on semi-structured interviews with a cross-section of Australian screen industry representatives, it applies an “entrepreneuring as emancipation” framework to reconceptualize the industrial significance of web series as vehicles for challenging established hierarchies. Finally, it analyzes how the low-budget format enables actor/producers to develop entrepreneurial identities through digital platforms while …


Distinct Contributions Of Cerebrospinal Fluid Biomarkers To Cognitive Impairment And Neuropsychiatric Symptoms In Young-Onset Dementia, Wei Hsuan Chiu, Anita M.Y. Goh, Dhamidhu Eratne, Charles B. Malpas, Matthew J.Y. Kang, Wendy Kelso, Mark Walterfang, Dennis Velakoulis, Samantha M. Loi Jan 2025

Distinct Contributions Of Cerebrospinal Fluid Biomarkers To Cognitive Impairment And Neuropsychiatric Symptoms In Young-Onset Dementia, Wei Hsuan Chiu, Anita M.Y. Goh, Dhamidhu Eratne, Charles B. Malpas, Matthew J.Y. Kang, Wendy Kelso, Mark Walterfang, Dennis Velakoulis, Samantha M. Loi

Research outputs 2022 to 2026

Objective: Young-onset dementia (YOD), defined by symptom onset before age 65, encompasses diverse aetiologies and presents with prominent neuropsychiatric symptoms (NPS) that often accompany or exacerbate cognitive decline. However, the pathological mechanisms linking NPS, cognition, and biomarkers remain unclear. It was hypothesised that relationships between NPS and cognition would be mediated or moderated by cerebrospinal fluid (CSF) biomarker levels in individuals with YOD. Methods: This retrospective, cross-sectional study included 46 participants with YOD (24 with Alzheimer's disease [AD], 22 with non-AD dementias) diagnosed at the Neuropsychiatry Centre, Royal Melbourne Hospital. NPS were measured using the Depression Anxiety and Stress Scale …


Green Solutions In Energy: Polylactic Acid (Pla) And Additive Manufacturing For Solar E-Hub Applications, Md Helal Uddin, Abreeza Manap, Boon Kar Yap, Prajindra Sankar Krishnan, Md Rokonuzzaman, Mohammad Nur-E-Alam, Tiong Sieh Kiong, Nowshad Amin Jan 2025

Green Solutions In Energy: Polylactic Acid (Pla) And Additive Manufacturing For Solar E-Hub Applications, Md Helal Uddin, Abreeza Manap, Boon Kar Yap, Prajindra Sankar Krishnan, Md Rokonuzzaman, Mohammad Nur-E-Alam, Tiong Sieh Kiong, Nowshad Amin

Research outputs 2022 to 2026

The emergence of additive manufacturing (AM) technologies has revolutionized design and production processes, offering new opportunities to enhance materials and optimize configurations across diverse industries, including renewable energy. This research focuses on the design and fabrication of a solar energy harvesting module (solar e-hub) using Polylactic Acid (PLA) material in AM techniques for 100-watt applications. In Malaysia, there is an increasing demand for energy adapted to small-scale and off-grid applications, particularly in rural areas where solar energy is readily available. Solar energy storage devices are crucial for these communities, as well as for campers and a reliable power source in …


It Was Either Food Or Petrol: Financial Hardship During Professional Experience For Pre-Service Teachers, Tammy Green, Christina Gray, Kirsten Lambert Jan 2025

It Was Either Food Or Petrol: Financial Hardship During Professional Experience For Pre-Service Teachers, Tammy Green, Christina Gray, Kirsten Lambert

Research outputs 2022 to 2026

Many pre-service teachers prolong studies or fail to complete teaching degrees due to financial hardship. This attrition exacerbates the teacher shortage in Australian schools. Our research uses critical theory to explore the challenges for pre-service teachers as they complete the compulsory professional experience component of initial teacher education. This phenomenological study, based on interviews with eight pre-service teachers at a university in Western Australia, gives voice to pre-service teachers experiencing placement poverty, revealing the difficulties faced in their quest to become teachers. The findings highlight the importance of addressing the financial barriers that hamper students’ abilities to become quality teachers.


Navigating Ethical Complexities In Health Education: Exploring Challenges In Teaching Food And Health, E. Oljans, M. Quennerstedt, D. Barker, A. Caldeborg, V. Varea Jan 2025

Navigating Ethical Complexities In Health Education: Exploring Challenges In Teaching Food And Health, E. Oljans, M. Quennerstedt, D. Barker, A. Caldeborg, V. Varea

Research outputs 2022 to 2026

Teaching food and health may be challenging, especially in classrooms where young people from different cultures, ethnicities, and religions meet. This article explores teachers’ navigation of ethical complexities when teaching food and health in classrooms with immigrant students. Five didactical strategies were identified: (1) The educare strategy, (2) The tiptoeing strategy, (3) The collegial support strategy, (4) The intercultural strategy, and (5) The pluralistic strategy. These didactical strategies are embedded in various educational settings. Our results demonstrate that a further focus on ethical and intercultural competence should be carefully supported and implemented in teacher education and continual professional development programmes …


Sorghum And Sorghum-Based Products: Nutritional Composition, Prebiotic Potential And Health Benefits In Gut Microbiota Interactions, W. M.A.D.Binosha Fernando, Rasheed A. Abdulraheem, Kalmee Pramoda Kariyawasam, Amal Sudaraka Samarasinghe, W. M.Kendrea T. Fernando, Hannah Barnes, Malina Robertson, D. P.W. Jayatunga, B. G.D.N.K. De Silva, Vijay Jayasena Jan 2025

Sorghum And Sorghum-Based Products: Nutritional Composition, Prebiotic Potential And Health Benefits In Gut Microbiota Interactions, W. M.A.D.Binosha Fernando, Rasheed A. Abdulraheem, Kalmee Pramoda Kariyawasam, Amal Sudaraka Samarasinghe, W. M.Kendrea T. Fernando, Hannah Barnes, Malina Robertson, D. P.W. Jayatunga, B. G.D.N.K. De Silva, Vijay Jayasena

Research outputs 2022 to 2026

Sorghum (Sorghum bicolor L.) is a member of the Poaceae family and is the fifth most important crop globally. Sorghum grains (SGs) are rich in health-promoting macro- and micronutrients and phytochemicals. SGs are commonly consumed as food or as ingredients in food, especially in African countries. Therefore, food products such as ogi, bread and flour have been and are still being developed from SGs to provide nutritional and health benefits. However, the nutritional and prebiotic potential of SGs, especially the pigment pericarps, has not been fully exploited. This review describes micronutrients in different varieties of sorghum and the health benefits …


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, …


Teachers’ Perceptions Of Students’ Ict Skills For Online Assessments (Naplan): Influences And Impact, Cindy Carboni, Susan Main Jan 2025

Teachers’ Perceptions Of Students’ Ict Skills For Online Assessments (Naplan): Influences And Impact, Cindy Carboni, Susan Main

Research outputs 2022 to 2026

This convergent mixed-methods study investigated Australian teachers’ perspectives on the computing competencies required for online National Assessment Program – Literacy and Numeracy (NAPLAN). A total of 107 teachers completed surveys examining how socio-educational backgrounds and classroom practices shape students’ readiness for high-stakes online assessments. Quantitative analysis revealed significant associations between socio-educational advantage and students’ proficiency in seven essential NAPLAN ICT online skills, including typing, navigation, and on-screen manipulation. Qualitative findings highlighted teachers’ concerns about limited exposure to computing tools and insufficient practice time, which many believed hindered student performance in online assessments. Teachers also noted that inequities in skill development …


The Perceptions Of Australian Identity By Year 5 And Year 6 Students In An Australian Independent School, Renae Nahajski, Dianne Chambers, Shane Lavery Jan 2025

The Perceptions Of Australian Identity By Year 5 And Year 6 Students In An Australian Independent School, Renae Nahajski, Dianne Chambers, Shane Lavery

Research outputs 2022 to 2026

The study described here explored the perceptions of eight Year 5 and Year 6 students of their Australian identity in an independent Western Australian metropolitan school. The epistemological approach for this research was constructivism with an interpretivist theoretical perspective. We aimed to understand the perspectives of the eight student participants by use of a phenomenological methodology. Semi-structured interviews and student drawn pictures provided the data. Results revealed common values, citizenship, and a strong sense of belonging as important attributes of the participants’ perceptions of their own Australian national identity. The results provide insights into how students perceive their sense of …


Towards Equitable Cancer Outcomes For Rural And Remote Communities: Reflections, Lessons And Recommendations, Anna Ugalde, Hannah Jongebloed, Charlene Wright, Helena Rodi, Anna Chapman, Skye Marshall, Drew Aras, Rebecca J. Bergin, Sophie Boffa, Anna Boltong, Michele Conlin, Fiona Crawford–Williams, Carl De Wet, Wasek Faisal, Lan Gao, Harry Gasper, Kate Gunn, Nicolas H. Hart, Theresa Hayes, Florian Honeyball, Elizabeth A. Johnston, Deme Karikios, Nicole Kiss, Lucy Leigh, Patricia M. Livingston, Carmel O'Kane Jan 2025

Towards Equitable Cancer Outcomes For Rural And Remote Communities: Reflections, Lessons And Recommendations, Anna Ugalde, Hannah Jongebloed, Charlene Wright, Helena Rodi, Anna Chapman, Skye Marshall, Drew Aras, Rebecca J. Bergin, Sophie Boffa, Anna Boltong, Michele Conlin, Fiona Crawford–Williams, Carl De Wet, Wasek Faisal, Lan Gao, Harry Gasper, Kate Gunn, Nicolas H. Hart, Theresa Hayes, Florian Honeyball, Elizabeth A. Johnston, Deme Karikios, Nicole Kiss, Lucy Leigh, Patricia M. Livingston, Carmel O'Kane

Research outputs 2022 to 2026

People living in rural and remote areas continue to face significant inequities in cancer outcomes compared to their metropolitan counterparts. Despite advances in cancer control, these disparities persist across the cancer trajectory. This personal view consolidates findings from our Equitable Cancer Outcomes for Rural and Remote Communities series, highlighting survival disadvantages, challenges in measuring and reporting rurality, barriers to implementing evidence-based interventions, and shortcomings in historical policy. We argue for place-based, system-level reform that genuinely partners with rural communities, leverages local strengths, and embeds rural voices in research, policy, and service delivery. Key recommendations include adopting a formal partnership position …


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 …


Asian Women’S Studies After Three Decades: Institutional Success, Epistemic Limitations, And The Imperative Of Transnational Solidarity, Trimita Chakma Jan 2025

Asian Women’S Studies After Three Decades: Institutional Success, Epistemic Limitations, And The Imperative Of Transnational Solidarity, Trimita Chakma

Research outputs 2022 to 2026

This article examines the three-decade project of Asian Women’s Studies (AWS), an institutional and epistemic endeavor that, while successfully challenging Western-centric feminism, inadvertently reproduced center–periphery dynamics. Drawing on archival research, interviews with AWS pioneers, and a systematic analysis of 414 articles from the Asian Journal of Women’s Studies (AJWS) between 2001 and 2021, this study explores AWS’s central paradox: efforts to decenter the West inadvertently created new regional hierarchies. The analysis reveals patterns including minimal personnel overlap (2.7%) between AJWS authors and Asian Association of Women’s Studies (AAWS) members, concentration in East Asia (58.5%, declining to 44.93% by 2022-2025) with …


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 …


Integrated Sensing And Covert Communications With Ris Adaptive And Non-Adaptive Modes, Jia Zhang, Dengfeng Zhang, Ke Liu, Jiande Sun, Min Li, Shihao Yan Jan 2025

Integrated Sensing And Covert Communications With Ris Adaptive And Non-Adaptive Modes, Jia Zhang, Dengfeng Zhang, Ke Liu, Jiande Sun, Min Li, Shihao Yan

Research outputs 2022 to 2026

In this work, we consider an integrated sensing and covert communication (ISACC) system with a finite blocklength L aided by a reconfigurable intelligent surface (RIS) with N elements. Specifically, with the aid of RIS, a transmitter Alice is to sense the potential existence of a target, and she is also probabilistically trying to send information to a receiver Bob covertly (i.e., trying to hide her transmissions from a warden Willie). Meanwhile, Willie is to detect whether Alice is sensing the target only or conducting ISACC. We consider two RIS operation modes, i.e., a non-adaptive mode, where RIS employs a common …


The Paradoxical Effect Of Job Autonomy On Communication Overload: A Pathway To Innovative Work Behaviour, Oualid Abidi, Rupali Bhagat, Hamsa Sarhan, Mirna Safi Jan 2025

The Paradoxical Effect Of Job Autonomy On Communication Overload: A Pathway To Innovative Work Behaviour, Oualid Abidi, Rupali Bhagat, Hamsa Sarhan, Mirna Safi

Research outputs 2022 to 2026

Purpose: This research aims to propose autonomy as a job characteristic that alleviates communication overload, thereby fostering the innovative work behaviours exhibited by knowledge workers. Design/methodology/approach – An empirical survey was administered to 277 knowledge workers from diverse sectors in Kuwait. To analyse the interrelations among the three constructs of the research model, i.e. job autonomy, innovative work behaviours and communication overload, the structural equation modelling method was applied, and mediation analysis was conducted using a bootstrapping method to examine the indirect effect of communication overload. Findings – The findings indicate that the level of job autonomy has a significant …


Six Genera Of Ariophantidae From Bhutan (Gastropoda, Eupulmonata, Helicarionoidea), Edmund Gittenberger, Sherub, Choki Gyeltshen, Nima Dorji, Kezang Tobgay Jan 2025

Six Genera Of Ariophantidae From Bhutan (Gastropoda, Eupulmonata, Helicarionoidea), Edmund Gittenberger, Sherub, Choki Gyeltshen, Nima Dorji, Kezang Tobgay

Research outputs 2022 to 2026

Samples of the ariophantid genera Oxytesta, Bensonies, Himalodiscus, Ariophanta, Khasiella, and Sesara collected in Bhutan are treated. For all species distributional data for the kingdom are summarized on maps. Shells are described and figured on the basis of specimens from Bhutan, with radulae and genital tracts whenever possible. Six Oxytesta species are dealt with, 3 of which new to science, viz. O. delicata E. Gittenberger & Sherub, O. dubitata E. Gittenberger & Kezang Tobgay, and O. lhuentsensis E. Gittenberger & Sherub. Five Bensonies species are recognized, one of which could not be identified and 4 are described as new, viz. …


Sustainability Assessment: The State Of The Art In 2026, Alan Bond, Angus Morrison-Saunders, A. John Sinclair Jan 2025

Sustainability Assessment: The State Of The Art In 2026, Alan Bond, Angus Morrison-Saunders, A. John Sinclair

Research outputs 2022 to 2026

Sustainability assessment (SA) has developed over the past three decades as a decision-support process explicitly directing choices towards sustainability. This paper provides an updated state-of-the-art review of SA in 2025, building on the 2012 assessment by Bond, Morrison-Saunders and Pope. We examine progress in theory, practice and process across selected jurisdictions, considering how SA has evolved conceptually and in application. While the volume of academic research on SA continues to grow, practical uptake remains uneven and context-dependent. Key innovations shaping the field include the embedding of sustainability provisions within Canada’s next-generation impact assessment framework, the incorporation of holistic assessment principles …


To Discard Or Not To Discard 1pns? A Systematic Review And Meta-Analysis On 291,474 Embryos, T. Lee, F. Qi, K. Peirce, J. Natalwala, V. Chapple, P. J. Mark, K. Sanders, Y. Liu Jan 2025

To Discard Or Not To Discard 1pns? A Systematic Review And Meta-Analysis On 291,474 Embryos, T. Lee, F. Qi, K. Peirce, J. Natalwala, V. Chapple, P. J. Mark, K. Sanders, Y. Liu

Research outputs 2022 to 2026

Unlike embryos that display two pronuclei (2PN), monopronucleated (1PN) embryos are assumed to be haploid and can be routinely discarded. Although there are reports of live births after 1PN embryo transfer, the developmental and clinical prognosis of 1PN embryos has not been systematically evaluated. The aim of this review was to elucidate the developmental, clinical and neonatal outcomes of 1PN embryos compared with 2PN embryos. Twenty-four studies met the inclusion criteria. The blastulation rate was lower in 1PN embryos compared with 2PN embryos [risk ratio (RR) 0.50, 95% CI 0.48–0.51]. The live birth rate was lower in 1PN blastocysts when …


When The Going Gets Tough, Who Gets Going? Relational Embeddedness, Institutional Support And Entrepreneurial Continuance: Evidence From China's Small Business Owners, Tenghao Zhang, Pi Shen Seet, Janice Redmond, Jalleh Sharafizad Jan 2025

When The Going Gets Tough, Who Gets Going? Relational Embeddedness, Institutional Support And Entrepreneurial Continuance: Evidence From China's Small Business Owners, Tenghao Zhang, Pi Shen Seet, Janice Redmond, Jalleh Sharafizad

Research outputs 2022 to 2026

Purpose – This study investigates how relational embeddedness and perceived institutional support influence entrepreneurs' intention to keep entrepreneurial ventures going in an emerging transition economy, China, during a major disruption, such as the COVID-19 pandemic. Design/methodology/approach – We surveyed 295 small business owners in China during its second COVID-19 wave. Covariance-based Structural Equation Modelling (CB-SEM) was used to evaluate the model. Findings – The study found that relational embeddedness and perceived institutional support both significantly influenced their intention for entrepreneurial continuance (IEC) through the mediating effects of the three Theory of Planned Behaviour (TPB) determinants. It also found that relational …


Work-Integrated Learning As A Landscape Of Practice, Denise Jackson, Karsten E. Zegwaard, David Drewery Jan 2025

Work-Integrated Learning As A Landscape Of Practice, Denise Jackson, Karsten E. Zegwaard, David Drewery

Research outputs 2022 to 2026

This article proposes that work-integrated learning (WIL) is a Landscape of Practice (LoP) within the wider higher education ecosystem. It applies concepts from the LoP literature to present a new perspective on WIL programs and ecosystems. It further emphasizes that students are central within the WIL LoP, developing knowledge as they traverse individual communities including industry partners, professional accrediting bodies, careers services, academics, curriculum, and support staff connected to WIL. Additionally, the article highlights the role of higher education institutions in addressing tensions of difference between communities comprising the WIL LoP. The article contributes to the literature on WIL and …


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 …


A Climate Justice Analysis Of Western Australian Government Funding For Collie’S Transition From Coal, 2019-2024, Emma O’Donovan, Naomi Joy Godden Jan 2025

A Climate Justice Analysis Of Western Australian Government Funding For Collie’S Transition From Coal, 2019-2024, Emma O’Donovan, Naomi Joy Godden

Research outputs 2022 to 2026

The WA Government will close its State owned coal-fired power stations in Collie by 2030, and has committed AU$692 million for Collie’s energy transition. At the request of Wilman and Kaneang Elders and community members, Edith Cowan University’s Centre for People, Place and Planet conducted desktop research about how Collie’s transition funding was allocated between January 2019 and July 2024. This report is a climate justice analysis of publicly-available funding announcements for Collie’s transition during this period to assess whether the distribution of transition resources is equitable and just.


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 …


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 …


Digital-Only Banks – Retail Banks For Retail Customers Only?, Katarzyna Schmidt-Jessa, Maciej Stradomski Jan 2025

Digital-Only Banks – Retail Banks For Retail Customers Only?, Katarzyna Schmidt-Jessa, Maciej Stradomski

Journal of Banking and Financial Economics

This paper explores how traditional banks perceive digital-only banks and the potential impact of digital-only banks on the retail segment of the banking sector. To obtain the main goal, we conducted in-depth semi-structured interviews with managers and directors representing different traditional banks with profound insight into the bank digitalisation process. The results indicate that, for traditional banks, the development of digital-only banks does not pose a threat or challenge that can significantly undermine their business. A high level of user experience, innovativeness, and lack of obsolete processes and technologies are the main advantages of digital-only banks that attract retail customers. …


Is Knowledge Really Power And Ignorance Bliss? A Study Of Financial And Pension Ignorance, Agata Olechnowicz-Szewczyk, Elżbieta Babula Jan 2025

Is Knowledge Really Power And Ignorance Bliss? A Study Of Financial And Pension Ignorance, Agata Olechnowicz-Szewczyk, Elżbieta Babula

Journal of Banking and Financial Economics

In this study, we examine the impact of financial and pension ignorance (information avoidance) on the decisionmaking process for long-term savings. We define the concept of pension ignorance, as active avoidance of retirement information, failure to make decisions regarding retirement savings, and a lack of strategic retirement planning. To assess financial ignorance, we utilized the scale developed by Barrafrem et al. (2024), while pension ignorance was evaluated using the scale designed by the authors. The study was conducted with a sample of 1,200 Polish residents aged 18 to 65, using the Computer-Assisted Web Interviewing (CAWI) method. The findings reveal that …


The Right Of Big Tech Companies To Issue Money In The Opinion Of Consumers From France And Germany, Robert Huterski Jan 2025

The Right Of Big Tech Companies To Issue Money In The Opinion Of Consumers From France And Germany, Robert Huterski

Journal of Banking and Financial Economics

With a vast customer base and the acquisition of information about their customers and their preferences in connection with their services, Big Tech companies are also becoming essential players in the financial sphere. Payment solutions offered by Big Tech companies, such as Google Pay or Alipay, familiarise consumers with the presence of such companies in the monetary sphere. The issuance of private money has the most excellent chance in a form regulated by public authorities and with a value stabilized to the national currency, regardless of whether it would be similar to narrow banking, synthetic CBDC or another, related form. …