Digital Commons Network^™

Service Failures Under The Influence Of Ideological Polarization, Cheuk Hang Au

Research outputs 2022 to 2026

In an era of heightened ideological polarization, characterized by intense divisions in political and social beliefs, both political and business environments face unprecedented challenges. Socio-political risks, historically explored in strategic management, have gained renewed significance as polarization amplifies their impact on business operations and consumer behavior. This paper examines Cathay Pacific as a case study to investigate how ideological polarization influences consumer reactions to service failures and controversies. Using the Belief-Action-Outcomes (BAO) framework, we analyze the interplay between polarization-driven beliefs and anti-brand actions during periods of heightened political tension in Hong Kong. Our findings offer critical insights into the role …

Sulphur Metabolism As A Key Factor In The Evolution Of Environmental Adaptation Of Acidihalobacter, Eva Vergara, Himel Nahreen Khaleque, Gonzalo Neira, Elizabeth L.J. Watkin, Jorge H. Valdés, David S. Holmes

Research outputs 2022 to 2026

This study compares predicted sulphur metabolism genes across four Acidihalobacter type strains and two metagenome-assembled genomes (MAGs), revealing genomic differences that appear to correspond to ecological specialization. Phylog-enomic analysis separates the species into two clades: clade I includes Acidihalobacter ferrooxydans from a geothermal region in Italy and the two MAGs derived from deep-sea hydrothermal vents in the Pacific Ocean, while clade II comprises Acidihalo-bacter aeolianus and Acidihalobacter prosperus from a geothermal region in Italy and Acidihalobacter yilgarnensis from a saline and acidic drainage in Australia. Variations in sulphide/quinone oxidoreductases (SQRs) across the species, in particular in Ah. ferrooxydans and Ah. …

The Basis For Recommending The Selection Of Samplers In Determining Occupational Exposures To Aerosols, Martin Harper, Pieter Bertier, Marcus Cattani, Karen Galea, Darrah Sleeth, Steven Verpaele

Research outputs 2022 to 2026

Measurements are considered to be the basis of exposure assessments used to determine risks to workers. Inhalation exposure poses the greatest risk for most airborne chemicals, and measurements are based on collecting (sampling) and analyzing air samples. Samplers have been developed for more than 120 years. Each new design has been intended to address flaws perceived in earlier designs. Users are faced with a varied array of samplers from which to choose. Comparisons are difficult to make because tests of sampler performance were not standardized until recently and have not been applied consistently. The existing large body of work does …

Leveraging Collective Resources For Digital Transformation: The Role Of Tourism Trade Associations Under The Resource-Based View, Tianyu Zheng, Ke Zhang, Songshan (Sam) Huang, Bing Hu

Research outputs 2022 to 2026

In the digital age, while hospitality and tourism (H&T) firms accelerate digital transformation to stay competitive, the role of tourism trade associations as external resource providers in these firms’ digital transformation process remains underexplored. Drawing on resource-based theory (RBT), this study examines how tourism trade associations influence H&T firms’ digital transformation and explores the moderating effects of marketization and business climate. Using 2,049 firm-year observations of 144 publicly listed H&T firms (2009–2022), this study finds evidence suggesting that tourism trade associations facilitate digital transformation. Crucially, we find that marketization and business climate negatively moderate this relationship, indicating a substitution effect …

Tour Guide Sincerity In The Context Of Short Videos, Yangdie Ou, Chaowu Xie, Jiangchi Zhang, Songshan (Sam) Huang

Research outputs 2022 to 2026

In short videos, tour guides’ demonstration of sincerity is key to enhancing visitor interaction, though its underlying mechanisms remain underexplored. This study employed a mixed research design to uncover the dimensions of tour guide sincerity and its impact on tourist behaviors. Study 1 analyzed 28,717 reviews using grounded theory, identifying two core dimensions of tour guide sincerity: “sincere atmosphere” and “sincere quality”; it further constructed the “tour guide sincerity → sincerity experience → sincerity response” model. Study 2 validated this model using structural equation modeling through an online questionnaire survey. Results indicate that tour guide sincerity enhances word-of-mouth recommendations via …

A Systematic Review Of Children’S Digital Funds Of Knowledge In Early Childhood Education And Care: Beginning The Conversation, Jess Hardley, Lennie Barblett, Maria Enriquez-Watt

Research outputs 2022 to 2026

Children's ‘funds of knowledge’ (FK) offer a strengths-based approach to recognising how children contribute to the curriculum. Growing up in a postdigital world, young children's lives are enmeshed with digital technologies. Yet the early childhood education and care (ECEC) sector remains hesitant to embed digital experiences in play and learning. While the concept of ‘digital fund of knowledge’ (DFK) has been explored in primary and secondary education, it remains underexamined in ECEC. This systematic review of four databases identified seven studies spanning Europe, Australia, the USA, Malta, Sweden and Finland. These highlight challenges including limited educators' understandings of children's DFK, …

Aphasia Treatment Research: A Decision-Making Tool To Guide The Design Of Phased Trials From The Collaboration Of Aphasia Trialists (Cats) Trials For Aphasia Panel, Erin Godecke, Emily Brogan, Rebecca Palmer, Marian C. Brady, Frank Becker, Caterina Breitenstein, Sonia Brownsett, Julius Fridriksson, Katerina Hilari, Argye E. Hillis, Paola Marangolo, Miranda L. Rose, Shirley Thomas, Donna C. Tippett, Julie Bernhardt, Kathryn S. Hayward

Research outputs 2022 to 2026

Background: Systematic reviews of randomised controlled trials with meta-analyses indicate that speech and language therapy for aphasia after stroke is effective in improving communication. However, high-quality evidence to identify an intervention’s target population (who), regimen (what), timing (when), and dose (how much) is lacking. The predominance of underpowered aphasia trials and comparative studies with design limitations may be attributed to: 1) the perceived complexity of designing trials of interventions for a complex behaviour such as human communication, 2) the lack of funded research in the field and 3) a lack of training and understanding in the field of aphasiology regarding …

Baseline Body Mass Index Category And Incident Treated Hypertension In Australian Men: A Linked Prospective Cohort Study Using Pbs/Mbs Data, Ebenezer Afrifa-Yamoah

Research outputs 2022 to 2026

Background: Excess adiposity is a major modifiable risk factor for hypertension; however, the incremental prognostic value of body mass index (BMI) beyond standard predictors remains unclear. We examined the associations between baseline BMI category and incident treated hypertension, and assessed whether BMI improved risk prediction.

Methods: Data were obtained from the Ten to Men longitudinal study (2013–2024) linked to Pharmaceutical Benefits Scheme (PBS) and Medicare Benefits Schedule (MBS) records. The cohort comprised 12,742 men aged ≥ 18 years without treated hypertension at baseline, followed for 133,038 person-years. Adjusted Cox proportional hazards models were fitted. Discrimination, calibration, decision curve analysis, E-values, …

Beyond Compliance: Transformative Co-Design For Gender-Based Violence Prevention In Higher Education, Narelle Lemon, Christina Gray, Jason Goopy, Lisa Holmes, Bec Ball, Melissa Perry, Elisa Fear

Research outputs 2022 to 2026

This study examines how university staff and students experience transformative learning through voluntary participation in a gender-based violence (GBV) prevention programme that transcended compliance-oriented approaches. While universities increasingly rely on mandatory modules that fail to create sustainable change, this research investigates whether self-nominated participation and co-design pedagogy can foster genuine transformation and voice development among participants from diverse disciplinary backgrounds. A qualitative multi-method design examined eight university students (aged 18–24) at an Australian university through pre-post focus groups, observational field notes, and artefact analysis. Participants voluntarily engaged in workshops co-designing peer-focused social media prevention messaging. Inductive thematic analysis identified patterns …

Crafting The Inspirational Teacher: Governing Through Affect As Policy Response To Teacher Recruitment In Australia, Saul Karnovsky, Brad Gobby, George Variyan, Andrew W. Wilkins, Antonio Olmedo

Research outputs 2022 to 2026

As policymakers address a teacher attrition crisis, this paper examines how the Australian policy response mobilises affect to address and manage teacher recruitment. Drawing on affect theory and governmentality, we analyse a case study–the Australian Government’s Be That Teacher campaign–as a policy instrument that seeks to cultivate among would-be-teachers desirable feelings and aspirations aligned with state priorities. Our analysis shows how a sentimental and idealised figure of the ‘inspirational’ teacher is mobilised as a form of affective governmentality through two interconnected dynamics: (1) the construction of teaching as emotionally fulfilling and morally meaningful work through narratives of inspiration, care, and …

Crisis, Credit Risk, And Productivity: Lessons From The Vietnamese Banking Sector During Covid-19, Van Nguyen, Phuong Thanh Le, Reza Kiani Mavi, Amir Arjomandi

Research outputs 2022 to 2026

This study investigates how an unprecedented systemic shock, the COVID-19 pandemic, reshaped bank productivity and intermediation efficiency in Vietnam, one of the fastest-growing emerging economies. We develop a novel risk-adjusted total factor productivity (TFP) measure based on the by-production Luenberger–Hicks–Moorsteen (LHM) indicator, which incorporates non-performing loans as undesirable outputs to better capture credit-risk dynamics. Using a balanced panel covering both the pre-pandemic and pandemic periods (2016–2022), our results show that Vietnamese banks experienced a general decline in productivity before and during COVID-19, driven largely by reductions in technical and scale efficiency. However, foreign and state-owned banks recorded stronger technological progress …

Development And Application Of A Frailty Index Derived From Patient-Reported Outcome Measures And Comorbidities In Oncology Patients, Divya Mathew, Heather Lane, David Ward, Rosemary Saunders, Lesley Millar, Christopher Etherton-Beer

Research outputs 2022 to 2026

Background: Emerging evidence supports the use of a frailty index as an objective measure of frailty. We constructed a frailty index from patient-derived outcome measures, as well as self-reported comorbidity data, and tested its correlation with survival.

Method: Data from 464 patients with lung, breast and colorectal cancer were obtained from the Continuous Improvement in Care – Cancer Project database, and a 42-variable frailty index was generated by dividing the total number of deficits present by the total number assessed and expressed as a ratio between 0 and 1. Frailty was defined as a frailty index of >0.2. Its association …

Employer Perspectives On Graduates’ Professional Identity Formation In The Workplace, Denise Jackson, Michael Tomlinson

Research outputs 2022 to 2026

Professional identity (PI) is recognised as a crucial dimension in how graduates negotiate the transition to employment and move towards a pathway of sustainable professional development. Perspectives on PI have been derived mainly from higher education students with little attention given to the perspective of employers involved in supporting and supervising graduates in the workplace. Accordingly, the study surveys 339 industry professionals to examine their perceptions of how formed graduates’ PI is at different times after recruitment and the influence of personal, organisational and external factors on identity formation at work. Employers recognised how a well-formed PI enables graduates to …

Fostering Authentic Corporate Social Responsibility Through Place-Based And Relational Methodologies In Mining Governance: A Global Synthesis, Mehran Nejati, Eduardo Ordonez-Ponce, Rumen Rachev, Belen Lopez Vazquez

Research outputs 2022 to 2026

Purpose: As the global economy shifts towards low-carbon development, sustainable mining practices are becoming increasingly vital for balancing resource extraction with environmental and social responsibilities. This study aims to critically evaluate how traditional corporate social responsibility (CSR) frameworks fall short in addressing power asymmetries and territorial impacts, and to explore how place-based and relational methodologies can foster authentic corporate social responsibility (ACSR) in mining governance.

Design/methodology/approach: This review synthesises findings from 77 peer-reviewed studies published between 2015 and 2025, covering diverse global mining contexts. The analysis identifies transformative themes through a qualitative meta-synthesis approach, focusing on governance practices that empower …

From Awareness To Articulation: How Character Strengths Support Wellbeing Literacy In Pre-Service Teachers, Narelle Lemon, Marnie Harris, Rozita Dass, Carli Sanbrook, Rikki James, Tammy Green, Bev Adkin, Gail Berman

Research outputs 2022 to 2026

Teacher wellbeing demands urgent attention given documented attrition and burnout, yet teacher education programmes often treat wellbeing as peripheral to professional preparation. Sustained teacher wellbeing is also linked to enhanced pedagogical efficacy, professional engagement, and the modelling of wellbeing for learners. This study examines how character strengths function as a scaffolding language through which wellbeing literacy, the intentional language to comprehend and compose wellbeing for self and others, is integrated within initial teacher education for pre-service teachers. Six podcast episodes from the Teachers Supporting Teachers series captured conversations between pre-service teachers and university academics exploring character strengths understanding and enactment. …

From Flexibility To Friction: Intended And Unintended Consequences Of Hot-Desking In Workplaces, Cheuk Hang Au, Lin Yue, Siqi Gao, Guanglei Cheng

Research outputs 2022 to 2026

Purpose: This study aims to theorize the tensions of hot-desking. Moving beyond its surface-level effects, we explain its complex impact on employee well-being and organizational conflict.

Design/methodology/approach: Using a multi-platform netnographic approach, we analyzed unsolicited discussions from online communities to capture diverse, authentic experiences across Eastern and Western contexts.

Findings: Grounded in technology affordance and constraints theory (TACT), our central finding is that hot-desking's affordances and constraints are dynamically co-produced. The organizational affordance of space efficiency is directly experienced by employees as a constraint of spatial insecurity and resource deprivation. This core tension fuels emergent social conflicts, such as senior …

Living On Display: Reciprocal Gazes, Everyday Encounters, And The Politics Of Visibility In The Sunshine Coast Tourism Community, Madura Thiwanka Pathirana, Noel Scott

Research outputs 2022 to 2026

This community case study analyses the production, negotiation, and contestation of reciprocal gazes within everyday settings, particularly focusing on contemporary lifestyle tourism destinations, and the examination of the Sunshine Coast, Australia. Based on 48 in-depth interviews with tourists and locals, this case study looks at the politics of visibility that are part of host-guest relations in everyday encounters at the beach, cafe, marketplace, and online-mediated market. Intersecting with critical tourism studies, and tourism studies on the traveler, host, and reciprocal gaze, this study focuses on residents' experiences of being observed, judged, and photographed and the impacts of their experiences on …

Load-Settlement Behaviour Of Tailings Dam Foundation Strengthened Using The Wraparound Geosynthetic Reinforcement Technique, Francis Otieno, Sanjay Kumar Shukla

Research outputs 2022 to 2026

This paper presents a numerical investigation of the load–settlement behaviour of a geosynthetic-reinforced tailings foundation comprised of gold tailings, subjected to the weight of a tailings dam embankment. The study considered varying conditions, including the horizontal and vertical components of the wraparound reinforcement, reinforcement burial depth, and shear strength parameters of the foundation material. A particular focus of this study is to investigate the effect of reinforcement wraparound ends on the settlement behaviour of the foundation using commercially available finite element (FE) software. The reinforcement is a single-layer biaxial woven geotextile, with and without wraparound ends, at varying depths from …

Machine Learning Prediction Of Incident Hypertension In Australian Men: Integrating Survey, Pharmaceutical And Healthcare Utilisation Data From The Ten To Men Cohort, Ebenezer Afrifa-Yamoah, Emmanuel Peprah-Yamoah, Victor Opoku-Yamoah, Eric Adua

Research outputs 2022 to 2026

Background: Hypertension is a leading modifiable contributor to cardiovascular disease. We developed and evaluated machine learning models to predict incident hypertension in Australian men using baseline survey data linked to pharmaceutical (PBS) and healthcare utilisation (MBS) administrative records from the Ten to Men cohort.

Methods: Among 13,519 men free of hypertension at baseline (2014), incident hypertension over 10 years was ascertained from PBS antihypertensive dispensing. Twenty-five baseline features spanning sociodemographic, anthropometric, lifestyle, clinical and administrative domains were used to train logistic regression, random forest, gradient boosting and XGBoost models, evaluated by five-fold cross-validation with out-of-fold prediction. Discrimination, calibration and threshold-based …

Making Room For ‘Feelings’: What's At Stake For The Theory Of Practice Architectures?, George Variyan, Brad Gobby

Research outputs 2022 to 2026

This paper responds to Thelin, K. [2024. What about feelings? Elaboration on and consideration of the theoretical construct of emotions in practice and practice architectures. International Journal of Leadership in Education, 1–14] intriguing proposal that the theory of practice architectures (hereafter TPA) would benefit from an augmentation to its oft-repeated analytical mantra of ‘sayings, doings and relatings’ by adding the notion of feelings. Thelin's work is motivated by the increasing realisation amongst adherents that TPA has thus far been relatively silent on how emotions mediate practice. As such, there are ongoing efforts to think through the place of emotions in …

Multi-Scale Sensor-Aware Variational Autoencoders For Adaptive Iot Security: Integrating Drift Calibration And Cyberattack Detection, Md Kamal Hossain, Iftekhar Ahmad, Daryoush Habibi

Research outputs 2022 to 2026

Existing approaches to Industrial Internet of Things (IoT) anomaly detection treat sensor drift calibration and cyberattack detection as separate problems, overlooking their strong interdependence and the compound failure modes that arise when drift dynamics are exploited by stealthy adversaries. Industrial Internet of IoT sensor networks therefore require a unified framework that jointly models both phenomena. This paper proposes the first unified multi-scale sensor-aware variational autoencoder (MS-VAE) framework that jointly models sensor drift and malicious activity within shared latent representations, enabling integrated calibration and security monitoring. The framework introduces three key components: (i) a multi-scale latent architecture that captures short-term anomalies …

Music Teacher Wellbeing And Flourishing In Australian Primary Schools, Han Meng, Jason Goopy, Narelle Lemon

Research outputs 2022 to 2026

Teacher wellbeing is often generalised across roles, while a nuanced understanding of specialist teachers is often overlooked. This study used the positive psychology strengths-based PERMAH model to investigate factors that support wellbeing and flourishing of primary school music teachers in Australia and opportunities for growth. As part of a larger mixed-methods research project, data for this article were generated through interviews with 14 music teachers who deliver primary school class music and were analysed using reflexive thematic analysis. Findings indicated that music teacher wellbeing was promoted by joy derived from students’ learning, passion for teaching music, and recognition and support …

Practising Digital Product Passport For Circular Supply Chain: Ecosystem Orchestration Perspective, Martin Agyemang, Daniel Faibil, Richard Asante, Cristina Iodice

Research outputs 2022 to 2026

Digital product passports (DPP) are emerging as an important tool to support industries in realising circular supply chain (CSC) practices. However, small and medium-sized enterprises (SMEs) remain constrained by various challenges in implementing DPP. Therefore, using social practice theory and ecosystem orchestration perspective, the study identifies factors essential for DPP-enabled CSC implementation by SMEs. The study proposes an actionable framework to classify and operationalise these factors. We collected data from managers and analysed it using the Best–Worst Method and Fuzzy-DEMATEL to understand the interdependence, coordination and temporal adaptation of the factors. The findings show that material factors are particularly salient …

Rrto: A High-Performance Transparent Offloading System For Model Inference In Mobile Edge Computing, Zekai Sun, Xiuxian Guan, Zheng Lin, Yuhao Qing, Haoze Song, Zihan Fang, Zhe Chen, Fangming Liu, Heming Cui, Wei Ni, Jun Luo

Research outputs 2022 to 2026

Deploying Machine Learning (ML) applications on resource-constrained mobile devices remains challenging due to limited computational resources and poor platform compatibility. While Mobile Edge Computing (MEC) offers an offloading-based inference paradigm using GPU servers, existing approaches can be divided into non-transparent and transparent methods, with the former necessitating source-code modifications. Non-transparent offloading achieves high performance but requires intrusive code changes, limiting compatibility with diverse applications. Transparent offloading, in contrast, offers wide compatibility but introduces two challenges: performance degradation under MEC's low and fluctuating bandwidth, where per-operator remote procedure calls (RPCs) inflate end-to-end latency and energy consumption; and black-box logic reconstruction, which …

School Is No Longer A Lone Wolf Effort: Leadership Strategies For Inclusive, Community-Based School Cultures, Stuart Woodcock, Elias Avramidis, Umesh Sharma, Pearl Subban, Caroline Sahli Lozano, Harry Kullman, Tim Lorman, Sergej Wüthrich, Margarita Knickenberg

Research outputs 2022 to 2026

Based on the premise that the successful implementation of inclusion is largely dependent on the educators’ commitment to inclusive ideals, this study sought to examine the ways principals promote an inclusive vision and foster the development of associated practices in their school community. The study employed an exploratory qualitative research design, collecting data through semi-structured interviews and focus groups with 12 principals of highly-ranked inclusive schools from four countries: Australia, Italy, Switzerland, and Spain. In so doing, the emphasis was placed on the principals’ perspectives and practices that contribute to the development of an inclusive school culture. The iterative process …

Shared Stories, Diverse Settings: A Podcast Analysis Of Stakeholder Experiences In Rural, Remote, And International Professional Experience, Marnie Harris, Narelle Lemon

Research outputs 2022 to 2026

This study explores the experiences and perspectives of individuals involved in rural, remote, and international professional experience, with a particular focus on the support provided to pre-service teachers. Drawing on data generated through a series of in-depth podcast interviews, the research foregrounds the relational and contextual dimensions of teacher preparation across rural, remote, and international settings. Rural and remote communities face ongoing challenges in attracting and retaining teachers; therefore, this study explored the vital role that partnerships and supportive networks play in preparing pre-service teachers to succeed in these and other unfamiliar professional experience contexts. Through thematic analysis, the research …

The Ecology Of Hope: Building Rainbows In Education Systems, Jennifer Achari

Research outputs 2022 to 2026

Hope is frequently invoked in education, yet rarely theorised. Where it has been theorised, it has been understood in two largely separate ways: as an individual psychological capacity, in the positive-psychology tradition and as a critical-emancipatory stance, in the pedagogy of hope. This article proposes a third: a theory, the ecology of hope, that locates hope not in the individual alone but in the relationship between a person and the systems that surround them. Bringing the cognitive psychology of hope into dialogue with ecological systems theory, the social-ecological account of resilience, and utopian methodology, in which a better society is …

The Evolution Of Match-Play In Major League Soccer From 2018 To 2023, Callum J. Mccaskie, Christopher Wing

Research outputs 2022 to 2026

Major League Soccer (MLS) has experienced significant growth since its establishment 30 years ago. However, no research has investigated the on-field performance trends. Thus, the purpose of this study was to examine the evolution of MLS match-play via technical and tactical key performance indicators, and investigate the differences between teams according to league finishing position. MLS on-field performance indicators were obtained across six seasons from open-source website FBref. Mean game values were collected from 21 match performance indicators for every MLS team over six seasons. Teams were also classified according to their league finishing position at the conclusion of each …

When The Panic Sets In: Ai-Proofing As Pedagogical Violence In Social Work Education, Norah Hosken, Susan Bailey

Research outputs 2022 to 2026

Universities’ rushed responses to generative Artificial Intelligence (AI) constitute pedagogical violence against students and educators in social work programs. Drawing on Matusov and Sullivan’s pedagogical violence framework and Bourdieu’s symbolic violence, we examine how institutional mandates to ‘AI-proof’ assessments contradict core social work values while inflicting systematic harm. AI-proofing policies impose time-limited assessments disadvantaging disabled students and those with caring responsibilities, deploy surveillance technologies that discriminate against non-native English speakers, demand unsustainable workload increases from burned-out educators, and dismantle scaffolded pedagogy aligned with how social workers learn to practise. Using collaborative autoethnography, we document our experiences across Australian universities and …

Sheep Industry Pivot Project: Global Comparative Review, James Smith

Research outputs 2022 to 2026

Executive summary: This report forms the first stage of a two-year project led by Edith Cowan University to identify and commercialise new market pathways for Australian sheep products and by-products. The project responds to a period of significant structural change within the industry, most notably the legislated phase-out of live sheep exports by sea by May 2028, which is reshaping market dynamics and supply chain configurations. As an initial global benchmark and review, this report examines international best practice and emerging opportunities to inform industry transition, with the broader project focused on supporting producers and processors to develop and test …