Digital Commons Network^™

Perceived Skill Outcomes Among Coursework And Research Graduates And Evolution Over Time, Denise Jackson, Ian Li

Research outputs 2022 to 2026

This study explores perceived skill outcomes among graduates of 39 Australian higher education institutions in the short- to medium-term after course completion. While acknowledging important dimensions of graduate employability beyond the skills-based approach, we investigated graduate perspectives on their industry-relevant skill outcomes from university, in preparation for employment. Using national data, we build on earlier research by examining the viewpoints of 24,044 research and coursework graduates, at all levels, at six months and three years post-graduation. We found that as graduates progressed in their careers, perceived skill outcomes from university became less favourable, particularly among coursework graduates. Further, we observed …

Physical Health Of People With Mental Illness: A Snapshot Of Consumer Engagement In The Provision Of Care In Primary Care., Irene Ngune, Dianne Wynaden, Karen Heslop

Research outputs 2022 to 2026

Primary care is crucial to the health of people with mental illness. However, there is limited information on their reported engagement in this setting. This study surveyed 100 people with mental illness who had a general practitioner or a general practitioner and a case manager from a tertiary mental health service to determine their engagement level with their GP and what interventions they received to manage their health. Forty-four per cent had their psychotropic medications primarily prescribed by their GP, and 58% reported visiting their GP for physical health problems. Ninety-four point nine percent of participants aged 50 years and …

Point Of View On Outcome Prediction Models In Post-Stroke Motor Recovery, Onno Van Der Groen, Manonita Ghosh, Richard Norman, Amy Kuceyeski, Ceren Tozlu, Teresa J. Kimberley, David J. Lin, Laurel J. Buxbaum, Gert Kwakkel, Steven C. Cramer, Dylan J. Edwards

Research outputs 2022 to 2026

Stroke is a leading cause of disability worldwide which can cause significant and persistent upper limb (UL) impairment. It is difficult to predict UL motor recovery after stroke and to forecast the expected outcomes of rehabilitation interventions during the acute and subacute phases when using clinical data alone. Accurate prediction of response to treatment could allow for more timely and targeted interventions, thereby improving recovery, resource allocation, and reducing the economic impact of post-stroke disability. Initial motor impairment is currently the strongest predictor of post-stroke motor recovery. Despite significant progress, current prediction models could be refined with additional predictors, and …

Queering Primary Initial Teacher Education, David Rhodes, Matt Byrne, Jason Boron

Research outputs 2022 to 2026

This research was designed to raise awareness, access and understanding of lesbian, gay, bisexual, transgender, intersex, queer/questioning, asexual/aromantic and others who sit outside of the heteronormative binary (LGBTIQA+), inclusion for pre-service educators studying in Bachelor of Education (Primary) and Master of Teaching (Primary) ITE courses in one Australian university. The project involved the production of three video resources intended for inclusion in existing teacher education units. Whilst originally conceptualized as ’bite-sized‘ resources intended for use by pre-service educators, initial survey data from academic staff indicated the need to first develop the collective understanding of primary education LGBTIQA+ inclusion for the …

Recidivism Outcomes For Young People Who Have Committed A Sexual Offence And Received Treatment: A Systematic Narrative Review Of Studies Conducted In Australia And New Zealand, James L. Finney, Natalie Gately, Suzanne Rock

Research outputs 2022 to 2026

Young people who have committed a sexual offence present unique and serious challenges to the criminal justice systems of Australia and New Zealand. To understand the current state of existing literature, we systematically collated and critically appraised studies using narrative synthesis, examining the recidivism outcomes of young people who have committed a sexual offence and received treatment. Eight studies were identified utilising a sample of 1528 young people. Recidivism was higher among participants who did not complete treatment, compared to those who completed treatment, but highest in those who commenced but subsequently “dropped out”. Our findings highlight a need for …

Resistance Exercise Minimal Dose Strategies For Increasing Muscle Strength In The General Population: An Overview, James L. Nuzzo, Matheus Daros Pinto, Benjamin J. C. Kirk, Kazunori Nosaka

Research outputs 2022 to 2026

Many individuals do not participate in resistance exercise, with perceived lack of time being a key barrier. Minimal dose strategies, which generally reduce weekly exercise volumes to less than recommended guidelines, might improve muscle strength with minimal time investment. However, minimal dose strategies and their effects on muscle strength are still unclear. Here our aims are to define and characterize minimal dose resistance exercise strategies and summarize their effects on muscle strength in individuals who are not currently engaged in resistance exercise. The minimal dose strategies overviewed were: “Weekend Warrior,” single-set resistance exercise, resistance exercise “snacking,” practicing the strength test, …

The Association Between Plasma Igg N-Glycosylation And Neonatal Hypoxic–Ischemic Encephalopathy: A Case-Control Study, Liangao Wang, Xinxia Lu, Meng Wang, Xuezhen Zhao, Peirui Li, Haitao Zhang, Qingtang Meng, Yujing Zhang, Yingjie Wang, Wei Wang, Long Ji, Haifeng Hou, Dong Li

Research outputs 2022 to 2026

Introduction: Hypoxic-ischemic encephalopathy (HIE) is one of severe neonatal brain injuries, resulting from inflammation and the immune response after perinatal hypoxia and ischemia. IgG N-glycosylation plays a crucial role in various inflammatory diseases through mediating the balance between anti-inflammatory and pro-inflammatory responses. This study aimed to explore the effect of IgG N-glycosylation on the development of HIE. Methods: This case-control study included 53 HIE patients and 57 control neonates. An ultrahigh-performance liquid chromatography (UPLC) method was used to determine the features of the plasma IgG N-glycans, by which 24 initial glycan peaks (GPs) were quantified. Multivariate logistic regression was used …

The Development And Validation Of A Self-Audit Survey Instrument That Evaluates Preservice Teachers’ Confidence To Use Technologies To Support Student Learning, Michael D. Carey, David A. Martin, Natalie Mcmaster

Research outputs 2022 to 2026

Internationally, university teacher educators are responding to the requirement that preservice teachers (PSTs) need to be confident, operational users of a broad range of technologies, and that they can apply their technological pedagogical and content knowledge (TPACK). TPACK is a framework representing the complex interactions of teachers’ technological content knowledge and technological pedagogical knowledge with their pedagogical content knowledge; the interaction of the three domains is believed to produce effective teaching with technology. The challenge is designing an instrument that can validly and reliably evaluate whether PSTs have this wide range of knowledge, and if not, what their learning needs …

The Heroic Character, The Neo-Liberal Productive Citizen, And The Feminist Filmmaker, Catherine Gough-Brady

Research outputs 2022 to 2026

I recut an observational documentary about a woman called Bekti into a more conventional hero’s journey for a broadcaster. The hero’s journey narrative requires large obstacles to be overcome by the hero in their search for their ego. In this documentary the obstacle is connecting experimental science with communities with the aim to reduce dengue fever, and the hero’s ‘ego’ is to be an effective communicator. Using the hero’s journey style of narrative reduced the importance of the domestic aspects of Bekti’s life because these scenes did not contribute to overcoming obstacles or finding ego. To explore these changes use …

The Impact Of Exercise On Blood-Based Biomarkers Of Alzheimer’S Disease In Cognitively Unimpaired Older Adults, Kelsey R. Sewell, Stephanie R. Rainey-Smith, Steve Pedrini, Jeremiah J. Peiffer, Hamid R. Sohrabi, Kevin Taddei, Shaun J. Markovic, Ralph N. Martins, Belinda M. Brown

Research outputs 2022 to 2026

Physical activity is a promising preventative strategy for Alzheimer’s disease: it is associated with lower dementia risk, better cognition, greater brain volume and lower brain beta-amyloid. Blood-based biomarkers have emerged as a low-cost, non-invasive strategy for detecting preclinical Alzheimer’s disease, however, there is limited literature examining the effect of exercise (a structured form of physical activity) on blood-based biomarkers. The current study investigated the influence of a 6-month exercise intervention on levels of plasma beta-amyloid (A 42, A 40, A 42/40), phosphorylated tau (p-tau181), glial fibrillary acidic protein (GFAP) and neurofilament light (NfL) chain in cognitively unimpaired older adults, and …

Expanding Australia's Defence Capabilities For Technological Asymmetric Advantage In Information, Cyber And Space In The Context Of Accelerating Regional Military Modernisation: A Systemic Design Approach, Pi-Shen Seet, Anton Klarin, Janice Jones, Michael N. Johnstone, Violetta Wilk, Stephanie Meek, Summer O'Brien

Research outputs 2022 to 2026

Introduction. The aim of the project was to conduct a systemic design study to evaluate Australia'sopportunities and barriers for achieving a technological advantage in light of regional military technological advancement. It focussed on the three domains of (1) cybersecurity technology, (2) information technology, and (3) space technology.

Research process. Employing a systemic design approach, the study first leveraged scientometric analysis, utilising informetric mapping software (VOSviewer) to evaluate emerging trends and their implications on defence capabilities. This approach facilitated a broader understanding of the interdisciplinary nature of defence technologies, identifying key areas for further exploration. The subsequent survey study, engaging 828 …

A Bi-Functional Air Electrode Developed From A Dual-Mof Strategy For High-Performance Zinc-Air Batteries, Yasir Arafat, Muhammad Rizwan Azhar, Yijun Zhong, Xiaomin Xu, Moses O. Tadé, Zongping Shao

Research outputs 2022 to 2026

A durable, high-performing and cost-effective bi-functional catalyst toward oxygen reduction/evolution reactions (ORR/OER) is the key towards the practical application of Zn-air batteries (ZABs). Here, we report a new concept of combining pristine and carbonized MOFs for developing a bifunctional electrocatalyst for ZABs, where the pristine MOF acts as a support for the OER catalysts and the carbonized MOF acts as the ORR catalyst and enhances the electronic conductivity. By electroless NiP-plating over the surface of the Fe-containing 3D MOF (MIL-100), the catalyst shows superior activity for the OER, delivering a current density of 10 mA cm⁻² at an overpotential …

Application Of Genomics And Epigenetics In Disease And Syndrome Classification, Yanqi Dang, Wei Wang, Aiping Lyu, Lisheng Wang, Guang Ji

Research outputs 2022 to 2026

No abstract provided.

Characteristics Of Proliferating Cryptocurrencies: A Comparative Study Between Stable And Non-Stable Cryptocurrencies, Cheuk Hang Au, Gerrard Li, Wen Shou Hsu, Po Hsu Shieh, Kris M.Y. Law

Research outputs 2022 to 2026

The emergence of cryptocurrencies has caught the attention worldwide. Some parties have considered issuing cryptocurrencies an excellent opportunity to raise capital and other businesses. However, the factors that foster the proliferation of cryptocurrency are not fully explored. This paper documented a comparative case study of USDT (a successful stablecoin) and EOS (a successful non-stable cryptocurrency). Based on our findings and previous literature, we suggested a Technology-Institution-Market (TIM) framework for cryptocurrency proliferation. We also elaborated on previous FinTech product development and adoption theories and provided some practical implications for cryptocurrency investors, issuers and regulators.

Cyberbullying Text Identification: A Deep Learning And Transformer-Based Language Modeling Approach, Khalid Saifullah, Muhammad Ibrahim Khan, Suhaima Jamal, Iqbal H. Sarker

Research outputs 2022 to 2026

In the contemporary digital age, social media platforms like Facebook, Twitter, and YouTube serve as vital channels for individuals to express ideas and connect with others. Despite fostering increased connectivity, these platforms have inadvertently given rise to negative behaviors, particularly cyberbullying. While extensive research has been conducted on high-resource languages such as English, there is a notable scarcity of resources for low-resource languages like Bengali, Arabic, Tamil, etc., particularly in terms of language modeling. This study addresses this gap by developing a cyberbullying text identification system called BullyFilterNeT tailored for social media texts, considering Bengali as a test case. The …

Decision-Making In Balancing Fire Safety Hazards Against Security Threats Within The Built Environment, Richard Kathage, David J. Brooks, Michael Coole

Research outputs 2022 to 2026

The built environment faces challenges from fire hazards and threats by malicious actors. Risks presented from these hazards and threats are managed through the practices of fire safety and physical security. Whilst distinct disciplines, both impact the built environment systems, resulting in potential conflict. To manage this conflict, a complex process is required. Through the framework of Governmentality, using a mixed methods approach, the study explored the process which fire safety engineers and security practitioners undertake to manage this conflict. The study produced a conceptual model that explains how practitioners operate and manage risk associated with fire safety hazards and …

Enablers And Barriers Of Online Mindfulness-Based Interventions For Informal Carers: A Mixed-Methods Systematic Review, Charunya Amilani Kumarihami Rambukwella Abeysinghe Mudiyanselage, Beverley Ewens, Aisling Smyth, Joanne Dickson, Seng Giap Marcus Ang

Research outputs 2022 to 2026

Objectives: Informal carers are an integral part of any health care system. However, provision of informal care is associated with caregiver burden and decreased wellbeing. Mindfulness programs can reduce caregiving burden and improve wellbeing among informal carers, but they face challenges when participating in face-to-face programs. Studies have explored the effects of online delivery of mindfulness programs for informal carers. However, the enablers and barriers for participation are not well understood. This review aimed to synthesise the evidence and provide a comprehensive understanding of the enablers and barriers to participation in online mindfulness programs among this population. Methods: A mixed-methods …

Escarpments Within Mediterranean Seagrass Posidonia Oceanica Meadows Increase Habitat Heterogeneity And Structural Complexity Enhancing Fish Diversity And Biomass, Enric Gomis, Enric Ballesteros, Irene Bernabeu, Karina Inostroza, Miguel A. Mateo, Oscar Serrano

Research outputs 2022 to 2026

Seagrass meadows provide important ecosystem services including carbon sequestration, coastal protection from erosion, and sustained biodiversity and fisheries thereby improving the wellbeing and livelihoods of coastal communities. The erosion of millenary deposits of intertwined roots and rhizomes of Posidonia results in the formation of three-dimensional structures named escarpments that constitute a biogenic reef habitat. However, the natural history of seagrass escarpments including their formation processes and their role as habitat for reef fauna and flora remains poorly understood. This research located and characterized Posidonia oceanica escarpments in Menorca (Balearic Islands) and compared structural complexity and fish assemblages among seagrass escarpments, …

Evaluating The Association Between Effort-Reward Imbalance And Suboptimal Health Status Among Hospital Nurses: A Cross-Sectional Study Evaluating The Association Between Effort-Reward Imbalance And Suboptimal Health Status Among Hospital Nurses: A Cross-Sectional Study, Leilei Yu, Weiting Liu, Jingzheng Wang, Ziyao Jin, Ruoyu Meng, Zhiyuan Wu, Yuanyuan Zheng, Zheng Guo

Research outputs 2022 to 2026

Objectives: Occupational stress is a common complaint in nurses, who perceived more sense of effort-reward imbalance (ERI). Suboptimal health status (SHS) is a state between health and disease. However, the correlation between ERI and SHS is unclear. Therefore, the aim of this study was to examine the prevalence of SHS and ERI and evaluate the relationship between ERI and SHS in clinical nurses by a cross-sectional study. Material and Methods: The current cross-sectional study was conducted through an online survey at Dongping People's Hospital in China. A total of 633 completed surveys were received. Effort-reward imbalance was measured by subscales …

Good Manufacturing Practice In Low- And Middle-Income Countries: Challenges And Solutions For Compliance, Pelden Chejor, Thinley Dorji, Ngawang Dema, Andrew Stafford

Research outputs 2022 to 2026

Approximately 2 billion people globally have limited access to essential medicines, particularly those living in low- and middle-income countries (LMICs). In addition, there is a higher prevalence of substandard and counterfeit medicines in LMICs, which may cause antimicrobial resistance and therapeutic failure. Good manufacturing practice (GMP) is key to ensuring access to high-quality, safe and effective medicines, including active pharmaceutical ingredients and excipients used for manufacturing finished dosage forms. Compliance with GMP standards saves resources for both manufacturers (e.g. avoiding expensive product recalls) and governments (e.g. minimising compliance inspections). Concerted collaborations among different countries to harmonise GMP standards and procedures …

Maternal Health Considerations: Highlighting And Advancing Opportunities For Improved Maternal Health, Caitlin Fox-Harding

Research outputs 2022 to 2026

The special collection on Maternal Health Considerations offers a comprehensive exploration of critical issues surrounding maternal well-being across diverse contexts and disciplines. Recognising that maternal health extends beyond the physiological realm, this collection delves into the multifaceted dimensions of maternal well-being, including physical, mental, and socio-ecological factors. The collection comprises a series of interdisciplinary studies that investigate various facets of maternal health, from conception to postpartum stages. It addresses the complex interplay between biological, psychological, and socio-cultural determinants that influence maternal health outcomes. By adopting a holistic approach, the contributors shed light on the interconnectedness of maternal well-being. Key themes …

Multiple Mediating Effects In The Association Between Hotels’ Eco-Label Credibility And Green Wom Behavior, Saeid Nosrati, Levent Altinay, Mahlagha Darvishmotevali

Research outputs 2022 to 2026

This study investigated the effect of hotels’ eco-label credibility (HELC) on customers’ green word-of-mouth behavior through triple mediating effects of biospheric and egoistic values, pro-environmental attitude, and green patronage intention. Data were collected from 304 customers of eco-label hotels in Hong Kong. The PROCESS Macro plug-in software model (6) was employed to assess the hypotheses’ direct, indirect, and triple mediating effects. The results showed that HELC did not have a significant link to green word-of-mouth behavior. However, the triple mediation effects of biospheric and egoistic values, pro-environmental attitude, and green patronage intention between the impact of HELC and green word-of-mouth …

Self-Efficacy Changes And Gender Effects On Self-Efficacy In A Large-Scale Robotic Telescope Focused Curriculum, Rachel Freed, David Mckinnon, Saeed Salimpour, Michael Fitzgerald, Dan Reichart, Christina Norris

Research outputs 2022 to 2026

In this paper, we present the results of an investigation into the effects of engaging with robotic telescopes during an Astronomy 101 (Astro101) course in the United States and Canada on the self-efficacy of students. Using an astronomy self-efficacy survey that measures both astronomy personal self-efficacy and instrumental self-efficacy, the authors probed their covariance with the respondents' experience of an Astro101 course that uses robotic telescopes to collect astronomical data. Strong effects on both self-efficacy scales were seen over the period of a semester utilizing a scalable educational design using robotic telescopes. After participation in the course, the results show …

Source-Specific Nitrate Intake And All-Cause Mortality In The Danish Diet, Cancer, And Health Study, Nicola P. Bondonno, Pratik Pokharel, Catherine P. Bondonno, Dorit W. Erichsen, Liezhou Zhong, Jörg Schullehner, Kirsten Frederiksen, Cecilie Kyrø, Peter Fjeldstad Hendriksen, Jonathan M. Hodgson, Frederik Dalgaard, Lauren C. Blekkenhorst, Ole Raaschou-Nielsen, Torben Sigsgaard, Christina C. Dahm, Anne Tjønneland, Anja Olsen

Research outputs 2022 to 2026

Introduction: Nitrate and nitrite are naturally occurring in both plant- and animal-sourced foods, are used as additives in the processing of meat, and are found in water. There is growing evidence that they exhibit a spectrum of health effects, depending on the dietary source. The aim of the study was to examine source-dependent associations between dietary intakes of nitrate/nitrite and both all-cause and cause-specific mortality. Methods: In 52,247 participants of the Danish Diet, Cancer and Health Study, associations between source-dependent nitrate and nitrite intakes––calculated using comprehensive food composition and national drinking water quality monitoring databases––and all-cause, cardiovascular disease (CVD)-related, and …

The Value Of Work For Doctors In Pakistan: Towards A Framework For Ensuring Decent Work, Abid Hussain, Esme Franken, Tim Bentley, Uma Jogulu

Research outputs 2022 to 2026

The critical frontline work of doctors in Pakistan was overlooked and undervalued by the government, hospitals, and the public during the COVID-19 pandemic. Media reports and studies highlight that public sector doctors in Pakistan facing new societal, professional, and organisational challenges, compunding to the inherent demands of workpotentially leading to its undervaluation. This study, explores how the work of doctors is (under)valued in Pakistan’s public sector hospitals, and how this aligns to the underpinnings of decent work. 27 semi structured in-depth interviews were conducted with doctors in Pakistan’s public sector hospitals. We found that serving others, recognition and appreciation, and …

Towards Blockchain-Based Secure Bgp Routing, Challenges And Future Research Directions, Qiong Yang, Li Ma, Shanshan Tu, Sami Ullah, Muhammad Waqas, Hisham Alasmary

Research outputs 2022 to 2026

Border Gateway Protocol (BGP) is a standard inter-domain routing protocol for the Internet that conveys network layer reachability information and establishes routes to different destinations. The BGP protocol exhibits security design defects, such as an unconditional trust mechanism and the default acceptance of BGP route announcements from peers by BGP neighboring nodes, easily triggering prefix hijacking, path forgery, route leakage, and other BGP security threats. Meanwhile, the traditional BGP security mechanism, relying on a public key infrastructure, faces issues like a single point of failure and a single point of trust. The decentralization, anti-tampering, and traceability advantages of blockchain offer …

Vulnerable Reading Practices For Ecosocial Justice In Environmental Education, Karen Nociti, Mindy Blaise

Research outputs 2022 to 2026

Environmental education has the potential to extend its transformative potential by reframing social and ecological justice as always interconnected. This paper introduces vulnerable reading as a method for unsettling anthropocentric and colonial influences on how educators conceptualise and respond to environmental precarity through a socio-ecological lens. It has emerged from a six-month walking project during which the authors developed vulnerable reading practices as they walked with young children, educators, and a weedy landscape in Boorloo (Perth), Western Australia. With a focus on reimagining pedagogies to be inclusive of multiple weedy ideas, bodies and voices, the paper uses empirical examples of …

Weathering The Storm: Diagnosis And Treatment Of A Life-Threatening Disseminated Nocardia Otitidiscaviarum Infection, Li Yan Zhang, Liang Wang, Zeeshan Umar, Yuan Hong Huang, Bing Gu

Research outputs 2022 to 2026

Nocardiosis demonstrates a temporal categorization that includes acute, subacute, and chronic stages alongside distinct typical localizations such as pulmonary, cutaneous, and disseminated forms. Disseminated nocardiosis, commonly caused by Nocardia asteroides, N. brasiliensis, and N. farcinica, continues to result in substantial morbidity and mortality. Herein, we report a life-threatening disseminated nocardiosis caused by Nocardia otitidiscaviarum in a patient with minimal change disease. This study emphasizes the difficulty in the diagnosis and treatment of unknown infections in clinical settings and highlights the important role played by laboratories in solving infectious diseases caused by rare pathogens.

Achieving Covert Communication With A Probabilistic Jamming Strategy, Xun Chen, Fujun Gao, Min Qiu, Jia Zhang, Feng Shu, Shihao Yan

Research outputs 2022 to 2026

In this work, we consider a covert communication scenario, where a transmitter Alice communicates to a receiver Bob with the aid of a probabilistic and uninformed jammer against an adversary warden's detection. The transmission status and power of the jammer are random and follow some priori probabilities. We first analyze the warden's detection performance as a function of the jammer's transmission probability, transmit power distribution, and Alice's transmit power. We then maximize the covert throughput from Alice to Bob subject to a covertness constraint, by designing the covert communication strategies from three different perspectives: Alice's perspective, the jammer's perspective, and …

Mooditj–Indigenous Australian Sexuality Education Adapted For Hilltribe Youth Of Northern Thailand: Evaluation Of Delivery Through A Mixed-Methods Approach, Jordina Quain, Lorel Mayberry, Amanda Sibosado, Giselle Woodley, Jacqueline Hendriks

Research outputs 2022 to 2026

‘Mooditj' known as ‘good' or ‘solid knowledge’ in Noongar language based in Western Australian, is an impact evaluated sexuality education program developed in 2002 by Sexual Health Quarters after an extensive consultation process with WA First Nations populations. The program uses interactive activities designed to educate 11–14–year–old First Nations youth about sexual health, life and relationship skills. In conjunction with local and Indigenous leaders within hilltribe communities, Borderless Friendship Foundation (BFF) and Borderless Friendship WA (BFWA) adapted the Mooditj training program to a hilltribe youth audience. Hilltribe people are the Indigenous culture of Thailand, typically living in remote villages that …