Digital Commons Network^™

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 …

Governing Professional Mobility: An Llm-Assisted Framework And Empirical Taxonomy Of Health-Professional Mobility Agreements, David C. Benton, Andrew D. Benton

Research outputs 2022 to 2026

Background: Health-professional mobility agreements (eg, compacts, mutual recognition arrangements, memoranda of understanding) are increasingly used to address workforce shortages, support crossborder practice, and enable new technology-mediated modes of service delivery. Regulators need rapid, reproducible ways to assess whether such instruments protect the public while facilitating proportionate professional mobility.

Purpose: To develop and internally test a 10-dimension, 41-subdimension assessment framework for health-professional mobility agreements; examine whether large language model (LLM)–assisted coding can approximate expert legal regulatory assessment; and derive an empirical taxonomy of mobility and other similar instruments.

Methods: A focused documentary synthesis of legal instruments, academic literature, and intergovernmental guidance …

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 …

Modifiable Risk Factors And Hearing Loss: The National Health And Nutrition Examination Survey 1999–2020, Yulu Zheng, Tingting Li, Zhiyuan Wu, Yahong Zhu, Zheng Guo, Xingang Li

Research outputs 2022 to 2026

Objective: To explore the associations between major modifiable risk factors and hearing loss.

Methods: This serial cross-sectional study was conducted within the National Health and Nutrition Examination Survey 1999–2020 in the United States. Associations were assessed using modified Poisson regression and within-sample population attributable fraction (PAF).

Results: Eight thousand seven hundred and seventy adults aged 40–85 years were included in the analyses, the mean (SD) age was 58.0 (11.7) years, with 4002 men (45.6%). Hearing loss was associated with low educational attainment with prevalence ratio 1.23, 95% confidence interval (1.15, 1.31); low income 1.11 (1.04, 1.19); diabetes 1.10 (1.03, 1.18); …

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 …

Protomix: Unified Prototype Learning For Semantic Change Detection In Remote Sensing, Hengzhi Chen, Kun Hu, Patrick Filippi, Wei Xiang, Thomas Francis Bishop, Zhiyong Wang

Research outputs 2022 to 2026

As an emerging topic, semantic change detection (SCD) in remote sensing aims to both identify the locations of changes before and after events and determine the land cover (LC) classes of changed regions. While deep learning has demonstrated its great potential for SCD, the following two fundamental challenges remain: large variations among the same LC class as well as close similarity between different LC classes, and the severe underutilization of massive unchanged regions, which dominate remote sensing scenes but lack detailed semantic annotations. To address these issues, we propose a novel prototype learning framework for SCD, namely ProtoMix, by leveraging …

Relationships Between Physical Performance Characteristics And Match Characteristics Of English Academy Soccer Players, B. Dickinson, P. Jones, P. Comfort

Research outputs 2022 to 2026

The aim of this study was to determine the relationships between physical performance and match characteristics of Elite academy soccer players using pooled data across U15, U16, U18, U23 age groups. Sixty elite academy soccer players including u15 (Subject: N = 15; age: 14.64 ± 0.25; mass: 59.88 ± 9.12 kg; height: 171 ± 6.69 cm), u16 (Subject: N = 15; age: 15.42 ± 0.36; mass: 65.11 ± 8.70 kg; height: 175 ± 7.21 cm), u18 (Subject: N = 15; age: 17.00 ± 1.00; mass: 72.85 ± 7.43 kg; height: 179 ± 6.43 cm), u23 (Subject: N = 15; age: …

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 …

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 …

Co-Designing Impact: Student-Led Prevention Messaging For The Primary Prevention Of Violence Against Women, Narelle Lemon, Lisa Holmes, Christina C. Gray, Jason Goopy

Research outputs 2022 to 2026

Executive Summary:

Violence against women remains one of Western Australia's most serious and persistent social problems, and young adults aged 18–24 represent a pivotal demographic for primary prevention — the work of stopping violence before it starts. The Co-Designing Impact project, funded by the Department of Communities' Family and Domestic Violence Primary Prevention Grants Program 2024/2026 and delivered in partnership between Yourtoolkit.com and Edith Cowan University (ECU), engaged university students aged 18–24 in a six-session co-design program. Participants learned about the drivers of violence against women and the principles of primary prevention, then co-designed social media messaging intended to shift …

Beyond Metrics: A Decade Of Building Critical Scholarship At The Interface Of Forest And Society, Muhammad Alif K. Sahide, Nurhady Sirimorok, Micah R. Fisher

Forest and Society

This editorial reflects on the first decade of Forest and Society by examining how scholarly journals can be understood beyond bibliometric indicators and ranking systems. While metrics remain influential in contemporary academic publishing, they offer only a partial account of how knowledge is produced, evaluated, and sustained. Drawing on a decade of editorial practice, the editorial foregrounds the intellectual, pedagogical, and institutional dimensions through which critical scholarship at the interface of forests and society has been cultivated. Beyond its role as a publication outlet, Forest and Society has evolved as part of a broader scholarly community, most notably through the …

The Unequal Partnership Behind Biodiversity Conservation Efforts In The Eastern Democratic Republic Of Congo, Alexandra Rasoamanana, Eliezer Majambu, Dominique Bikaba, Symphorien Ongolo, Emilie Dupuits

Forest and Society

The growing demand for inclusivity in conservation has led international conservation organisations (ICOs) to collaborate more with local conservation organisations (LCOs). This paper assesses such partnerships through a community-led initiative establishing a wildlife corridor between Maiko and Kahuzi-Biega National Parks. In this region, resource conflicts are often cited as a political justification for recurring conservation failures. However, this framing overlooks crucial questions about how fairness and sustainability in conservation are constructed in practice, particularly within contested forestlands where multiple groups claim legitimacy over ownership. We analyse the structural conditions that enable or constrain the formation of authentic partnerships. Such partnerships …

The Disenchanted Grove: Postcolonial Modernity And The Decline Of Ri’I Bamboo Governance In Flores, Indonesia, Handoyo Handoyo, Puji Hastuti, Lukas Rumboko Wibowo, Budiyanto Dwi Prasetyo, Surati Surati, Kresno Agus Hendarto, Lila Juniyanti, Dewi Ratna Kurnia Sari, Desmiwati Desmiwati, Sanusi Sanusi, Ane Dwi Septina, Ramawati Ramawati

Forest and Society

This article explores the erosion of ri’i, a traditional ecological governance system practiced by the Ngadha people in Flores, Indonesia, in the face of modernization and postcolonial development. Based on long-term ethnographic fieldwork and interviews with cultural elders, ritual practitioners, and local authorities, the study documents how ri’i—a ritual-based regulatory system for bamboo resource management—has been progressively dismantled through the combined pressures of technocratic governance, land commodification, and shifts toward individualism. Empirically, the main drivers identified are state land certification (including Sertifikat Hak Milik, SHM) and village modernization campaigns, which reconfigure communal tenure and everyday governance practices. Once embedded …

Investigating Policy Enactment In Community Sport Coaching: Directions For Future Research, Ben Ives, Dawn Penney, Jimmy O’Gorman, Adam J. Nichol, Paul Potrac, Lee Nelson

Research outputs 2022 to 2026

This article calls for a sophisticated investigation of policy enactment in sport-related environments, with community sport coaching used as an example case. Emphasis is placed on the need for in-depth empirical research into and theorisation of: 1) political skills involved in the enactment of policy; 2) emotion management when enacting policy; 3) performative and fabricated aspects of policy enactment; and 4) impacts of policy enactment for the health and wellbeing of workers. In doing so, this article challenges scholars to move beyond the study of policy actor types and to develop more nuanced understandings of the political, economic, organisational, interpersonal, …

It Makes You Nervous When You Start Talking About Racism: Shining Light On Teacher Educators’ Experiences Of Anti-Racist Pedagogy In Australian Teacher Education, Sasha Janes

Research outputs 2022 to 2026

Teacher educators have a significant responsibility in promoting anti-racist pedagogy and guiding preservice teachers to engage in critical self-examination regarding dominant narratives. However, many teacher education programmes fall short of adequately equipping aspiring teachers for diverse classrooms as they often perpetuate a predominantly white system and curricula. Informed by Critical Pedagogy and underpinned by a lens of Culturally Sustaining Pedagogies, this paper discusses the experiences of teacher educators facilitating anti-racist pedagogy within teacher education programmes at Australian universities. Semi-structured interviews were held with 23 experienced teacher educators employed at universities across Australia. Data reveal teacher educators’ efforts to promote anti-racist …

The Role Of Agricultural Biomass In Supply Chain Decarbonization, Ruxia Lyu, Sobhan Arisian, Zhitang Li, Mohammad S. Taskhiri, Reza Kiani Mavi

Research outputs 2022 to 2026

To achieve supply chain decarbonization, environmentally conscious manufacturers are transforming their energy infrastructure. While certain manufacturers are adopting a pure bioenergy strategy in their production processes, others are opting for a hybrid energy approach that combines traditional energy with bioenergy. This choice is often influenced by limitations in land capacity and the developmental stage of biomass conversion technologies. This paper introduces a game-theoretic model that explores the optimal approach to achieving supply chain decarbonization by strategically selecting energy portfolios. Our findings reveal that in scenarios where the market size is small, manufacturers tend to adopt a hybrid energy strategy, particularly …

Determinants Of Artificial Intelligence Adoption: Research Themes And Future Directions, Ahmad A. Khanfar, Reza Kiani Mavi, Mohammad Iranmanesh, Denise Gengatharen

Research outputs 2022 to 2026

The adoption of artificial intelligence (AI) systems is on the rise owing to their many benefits. This study conducted a bibliometric analysis to identify (1) how the literature on AI adoption has evolved over the past few years, (2) key themes associated with AI adoption in the literature, and (3) the gaps in the literature. To achieve these objectives, we utilised the Biblioshiny of R-package bibliometric analysis tool to analyse the AI adoption literature. A total of 91 articles were reviewed and analysed in this study. Four major themes were identified: AI, machine learning, the unified theory of acceptance and …

Embodying Policy Work: An Exploration Of Contexts, Actions And Meanings Towards New Possibilities For Physical Education Teacher Education (Pete), Victoria Evans, David Aldous, Dawn Penney

Research outputs 2022 to 2026

This theoretical paper presents a heuristic framework that is directed towards transformative thinking and practices in Physical Education Teacher Education (PETE). The research focus and direction, embodying policy work, applies and extends Bernstein’s concepts of the pedagogic and corporeal device to offer new directions for inquiry and explore the considerations these raise for PETE professionals and their practices. The paper affirms the importance of policy work in PETE, while recognising a need for more nuanced and critical understandings of the complex interrelationships between contexts and actions, and the potential meanings generated and ascribed to different forms of policy work and …

A Figurational Analysis Of Health And/Or Physical Education Teacher Educators’ Conceptualisations Of Policy, And Their Sociogenesis, Laura Alfrey, Dylan Scanlon, David Aldous, Jenna Lorusso, Kellie Baker, Christopher Clark, Mo Jafar

Research outputs 2022 to 2026

Policy engagement is key to promoting quality physical education yet it has been identified as a ‘grand challenge’ for Health and/or Physical Education (H/PE) internationally. All H/PE professionals, including teacher educators, have a collective responsibility to engage with policy but existing research tells us little about how H/PE teacher educators (H/PETEs) understand and engage with policy. It is important to examine H/PETEs conceptualisations of policy for a few reasons, not least because teacher educators play a crucial role in supporting future generations of teachers who themselves will need to engage with policy as a core feature of their professional lives. …

Promoting The Concept Healthy Ageing For Use In Gerontological Health And Social Care Policy And Practice, Claire Donnellan

Research outputs 2022 to 2026

Aims: The concept of healthy or successful ageing dates back to the 1960s, where its goal is more realistic in today's ageing society as a result of effective interventions to control and reduce disability and health risks. The aim of this paper is to outline the importance of defining ageing, the semantics and indicators used, and to identify common challenges for health professionals' understanding and application of a healthy ageing approach in their everyday clinical practice. Design and Methods: This discursive paper demonstrates how realistic ageing indicators are for highlighting the variation and impact of challenges associated with ageing. It …

Centring The Audience: Attitudes And Behaviours In Australian Arts Organisations, Katya Johanson, Abbie Trott, Mark Taylor, Anne Kershaw, Hilary Glow, Tracy Margieson

Research outputs 2022 to 2026

Many arts organisations seek to increase the diversity of their audiences. Recent literature suggests that this requires organisations to interrogate and change their ways of operating. This is a fundamental shift for a sector that has long considered the goal of diversifying audiences as a problem external to the organisation. Responding to this discrepancy, this article compares attitudes and behaviours among workers in arts organisations, to identify whether staff see the need to make change and practise the behaviours required. It identifies and uses three organisational capabilities–‘dynamic capabilities’, ‘social networks’ and ‘business improvement processes’–to frame an analysis of a national …

Chronicles Of Film Tourism: An Integrative Review And Future Research Directions, Sangkyun Kim, Anton Klarin, Stijn Reijnders, Qijie Xiao, Nicky Van Es

Research outputs 2022 to 2026

This study triangulates historiographical and scientometric reviews to provide a systems perspective on film tourism. The three phases of historiographical analysis (exploration, growth, and maturity) correspond to the three clusters of scientometric analysis: (i) initial research exploring film tourism development and management, (ii) growing the field through studies on film tourists’ perceptions and practices, and (iii) reaching maturity through extending research into different cultural contexts and meaning-making processes. Based on the analysis, we offer a set of directions for future research, including the need to integrate sustainability research and film tourism studies in developing country contexts, as well as intertextuality …