Digital Commons Network^™

Vulnerability Of Marine Megafauna To Global At-Sea Anthropogenic Threats, Michelle Vancompernolle, Juliet Morris, Hannah J. Calich, Jorge P. Rodríguez, Sarah A. Marley, Jessica R. Pearce, Briana Abrahms, Katya Abrantes, André S. Afonso, Alex Aguilar, Andrews Agyekumhene, Tomonari Akamatsu, Susanne Åkesson, Nyimale G. Alawa, Joanna Alfaro-Shigueto, R. C. Anderson, Tycho Anker-Nilssen, Javier A. Arata, Gonzalo Araujo, Martin C. Arostegui, Haritz Arrizabalaga, Chandra P. Salgado Kent

Research outputs 2022 to 2026

Marine megafauna species are affected by a wide range of anthropogenic threats. To evaluate the risk of such threats, species’ vulnerability to each threat must first be determined. We build on the existing threats classification scheme and ranking system of the International Union for Conservation of Nature (IUCN) Red List of Threatened Species by assessing the vulnerability of 256 marine megafauna species to 23 at-sea threats. The threats we considered included individual fishing gear types, climate-change-related subthreats not previously assessed, and threats associated with coastal impacts and maritime disturbances. Our ratings resulted in 70 species having high vulnerability (v > 0.778 …

Animal Taxa Threatened By Adverse Fire Regimes In Western Australia: A Synthesis And Outlook, Tim S. Doherty, Mark G. Allen, Karlene Bain, Stephen J. Beatty, Allan H. Burbidge, Renee A. Catullo, Sarah Comer, Ben Corey, Saul J. Cowen, Robert A. Davis, Martin A. Dziminski, J. Anthony Friend, Bruce Greatwich, Mark S. Harvey, Hannah Killian, Michael W. Klunzinger, Damian C. Lettoof, Nicola J. Mitchell, Melinda Moir, Harry A. Moore, David L. Morgan, Ian J. Radford, Michael G. Rix, Tom Vigilante, Adrian F. Wayne, Corey Whisson

Research outputs 2022 to 2026

Adverse fire regimes threaten biodiversity, potentially leading to population declines and increased extinction risk. Understanding how varying fire regimes affect threatened species is essential for effective ecosystem management, including in Western Australia where diverse ecosystems are exposed to wildfires, Indigenous burning, and prescribed fire. We compiled and synthesised data on the threat of adverse fire regimes to threatened animal taxa in Western Australia. Using a threat classification scheme, we ranked adverse fire regimes as having either no, low, medium, high, or unknown impact on each taxon. A total of 212 taxa were reviewed, 153 (72%) of which are considered fire-threatened: …

Children's Experiences Of Functional Constipation: A Qualitative Reflexive Thematic Analysis, Gunilla Flankegård, Patrik Rytterström, Berit M. Gustafsson, Evalotte Mörelius

Research outputs 2022 to 2026

Background: Childhood functional constipation, a common concern within child healthcare, necessitates oral and rectal medical treatments, that are mostly administered by parents in the home environment. It is important to gather children's perspectives in child- and family-centred care. The private nature of toileting, bowel movements, and faecal incontinence are areas of taboo and stigmatisation. Research is scarce on how children perceive this common but private situation of oral and rectal constipation treatment. Objective: To explore children's experiences of functional constipation and its treatments. Design: A qualitative interview study with a constructionist epistemology and a predominantly experiential orientation. Setting: Individual interviews …

Contemporary Structures, Processes, And Outcomes Of Critical Care Nursing Education: An Integrative Review, Farida Saghafi, Carol Grech, Belinda Causby, Angelique Clarke, Jacqueline Jauncey-Cooke, Deb Massey, Kaye Rolls, Kylie Thompson, Melanie Greenwood

Research outputs 2022 to 2026

Objective: The critical care workforce requires nurses who are specialised, educated, and adaptable to manage complex situations, with the capability to make informed decisions for optimal patient care. The Australian College of Critical Care Nurses supports evidence-based practice through an education position statement, which is periodically updated to reflect evolving needs. In this review, our aim was to inform revisions to the position statement on critical care nurse education by examining the structure, processes, and outcomes of contemporary education programs designed to enhance the capability of registered nurses working in critical care environments internationally. Review method used: An integrative review …

In-Situ Carbon Mineralization Through Injection Of Co2-Saturated Water Into Basalts: Effects On Pore Network, Seyi Philemon Akanji, Lionel Esteban, Ausama Giwelli, Joel Sarout, Alireza Keshavarz, Stefan Iglauer

Research outputs 2022 to 2026

Carbon capture and storage (CCS) offers the potential to remove and safely store significant quantities of carbon dioxide from the atmosphere, thereby limiting global warming. Conventional geological storage involves injecting CO2, in gaseous or supercritical state, into porous rock reservoirs, relying on geological top seals, capillary forces and/or dissolution in groundwater as the primary “locking-in” processes. An alternative method injects CO2-saturated water into mafic rocks (basalts), chemically inducing in-situ mineralization of CO2 to form solid carbonate minerals. This mechanism offers the lowest risk of carbon returning to the atmosphere. This review synthesizes field and laboratory studies on CO2 mineralization in …

Intrapartum Experiences Of Gestational Surrogates And Intended Parents In Australia: A Qualitative Study, Jutharat Attawet, Leo Ng, Evie Kendal, Yunjing Qiu, Myles Ojabo, Sarah Jefford, Micah D.J. Peters

Research outputs 2022 to 2026

Background Gestational surrogacy is an increasingly visible, though tightly regulated, pathway to parenthood in Australia, yet intrapartum care remains under-examined. Existing maternity models are grounded in woman-centred care and offer limited guidance for births involving surrogates and intended parents within a triadic care relationship. Objectives To describe the intrapartum experiences of gestational surrogates and intended parents in Australia and to identify care processes that support or hinder respectful, inclusive practice. Methods A descriptive qualitative study was conducted with purposive sampling. Seventeen participants took part between December 2024 and May 2025, comprising nine gestational surrogates and eight intended parents who had …

Machine Learning-Enriched Distributionally Robust Optimization And Hybrid Decomposition To Joint Optimization Of Transportation Hub Network Design And Pricing, Seyed Ashkan Hosseini Shekarabi, Reza Kiani Mavi, Flavio Romero Macau, Ali Papi, Ashkan Teymouri

Research outputs 2022 to 2026

Freight transportation within the hub-assisted systems enhances economies of scale for carriers by consolidating logistics operations through central hubs, thereby increasing efficiency and reducing costs. Optimally designing such transportation systems creates competitive advantages for carriers, enabling them to reduce shipping prices and, consequently, capture a larger share of the market from shippers’ demand. This research addresses the joint optimization of intermodal transportation hub network design and pricing decisions under price-dependent and uncertain demand, with the objective of maximizing carrier's profit. Since the uncertain shipping demand follows a nonlinear relation with price, the carrier not only optimizes shipping network design but …

Novel Buxus Papillosa-Assisted Green Synthesis Of Copper And Nickel Oxide Nanoparticles With Enhanced Catalytic Degradation Of Alizarin Red S Dye, Afrah Zahid, Warda Hassan, Syed Awais Ali, Zahoor Ullah, Mohammad Younas, Syed Nasir Shah, Ali Fatehizadeh, Mashallah Rezakazemi

Research outputs 2022 to 2026

In this work, the biogenic synthesis route using the leaf extract of Buxus papillosa was employed for the green synthesis of copper oxide (CuO) and nickel oxide (NiO) nanoparticles (NPs), which were then applied for the catalytic degradation of Alizarin Red S dye (ARS) as a model organic pollutant. Scanning electron microscopy (SEM) analysis confirmed spherical and rod-like morphologies for CuO and NiO NPs, respectively, while Energy dispersive spectroscopy (EDS) verified their elemental composition. The average crystallite sizes of CuO and NiO NPs were 6.21 and 5.94 nm, respectively, as determined by X-ray diffraction (XRD), and their optical band gaps …

Mitigating Malware Prevalence In Networks With Arbitrary Topologies: A Flip-It Cyber Game Approach Integrated With Epidemic Modeling, Mousa Tayseer Jafar, Lu Xing Yang, Gang Li, Robin Doss, Kon Mouzakis, Rajesh Vasa, Helge Janicke, Ahmed Ibrahim, Ahmed Mohsin, Iqbal H. Sarker, Kristen Moore, Seyit Camtepe, Diksha Goel

Research outputs 2022 to 2026

Cyber threats have evolved in complexity, aiming at a wide range of sectors using advanced methods and tools. This evolving threat landscape challenges existing cybersecurity frameworks, many of which lack the adaptability to counteract the complex tactics of sophisticated adversaries. Developing robust cyber defense strategies requires simulating dynamic interactions between attackers and defenders across high, moderate, and low-impact scenarios. The Flip-It cyber game serves as an intelligent framework for simulating these interactions, enabling the analysis of adaptive strategies in cybersecurity. This paper aims to address the problem of mitigating malware prevalence with full consideration of attack/defense capabilities in arbitrary network …

Personal Resources Among Pre-Service Teachers: An Examination Of Links With Subjective Vitality And Occupational Commitment, Helena Granziera, Rebecca J. Collie, Caroline Mansfield

Research outputs 2022 to 2026

The retention of pre-service teachers presents persistent and significant challenges for education and society alike. An emerging body of research suggests that the cultivation of personal resources may serve as a means to foster PSTs wellbeing, which is integral to fostering positive experiences within teacher education. We sought to examine this potential association in a sample of 664 Australian teachers by investigating the associations between five personal resources - adaptability, workplace buoyancy, psychological detachment, optimism, and social self-efficacy - and two teaching-related outcomes: subjective vitality at work and occupational commitment. Using structural equation modelling, analysis of data collected from PSTs …

Ergonomics/Human Factors And The Future Of Work: A Global Systems Perspective, Andrew Thatcher, Augustine Appah Acquah, Agnès Aublet-Cuvelier, Rob Becker, Tim Bentley, Maria Elena Boatca, Daniel Braatz, Hong In Cheng, Fabien Coutarel, Somnath Gangopadhyay, Nicola Green, Nigel Heaton, Hongwei Hsiao, Liang Ma, Masaaki Mochimaru, Beata Mrugalska, Verena Nitsch, Paulo Antonio Barros Oliveira, Taezoon Park, Arto Reiman, Yordán Rodriguez, Gary Roth, Urmi Ravindra Salve, Rosemary Seva, Anita Tisch, Andrew Todd

Research outputs 2022 to 2026

In a webinar series hosted by the International Ergonomics Association, the Future of Work Committee of the International Ergonomics Association gathered inputs about the future of work from ergonomics/human factors (E/HF) experts representing different regions around the world. Through these insights, four global megatrends relevant to E/HF driving the future of work were identified: labour-market supply; work informality; technology; and climate change. Next, we applied an E/HF systems approach, using causal loop diagrams, to explore the unfolding interrelationships between these megatrends at a global level and with a national level example to determine what novel insights can be uncovered using …

Feasibility And Implementation Of Interval-Gap4: A Global Randomised Controlled Trial Of Intense Hybrid-Supervised/Self-Managed Versus Self-Directed Exercise For Metastatic Prostate Cancer, Stacey A. Kenfield, Nicolas H. Hart, Kerry S. Courneya, Rosemary Greenwood, June M. Chan, Jennette Sison, Li Zhang, Sarah Rudman, Leah Ung, Moritz Schumann, Erin L. Van Blarigan, Sam Mckeown, Charles J. Ryan, James Catto, Daniel A. Galvão, Robert U. Newton, Fred Saad

Research outputs 2022 to 2026

Background and objective: Physical activity is associated with a lower risk of mortality in men with prostate cancer (PC); yet, randomised controlled trials with survival endpoints are nonexistent. INTense ExeRcise for surviVAL-Global Action Plan 4 (INTERVAL-GAP4) was a global phase 3 trial designed to test whether structured, hybrid-supervised/self-managed exercise improves survival in men with metastatic PC. The trial was stopped early due to poor accrual. This paper reports feasibility and implementation outcomes. Methods: Men with metastatic PC were randomised (1:1) to a supervised/self-managed moderate- to high-intensity resistance and aerobic programme (three sessions per week for 2 yr) or to self-directed …

Making It Up As We Go: Midwives’ Perceptions Of Preparedness And Role Clarity In Surrogacy Birth Care, Jutharat Attawet, Leo Ng, Yunjing Qiu, Evie Kendal, Myles Ojabo, Sarah Jefford, Micah D.J. Peters

Research outputs 2022 to 2026

Background Surrogacy poses unique clinical, psychosocial, and organisational challenges. Midwives, often with limited experience, education, and guidance, may feel uncertain about providing appropriate care, potentially affecting the quality of care and experiences of surrogates, intended parents, and newborns. Objective This study explored how midwives navigate surrogacy birth care, with a focus on role clarity, involvement of intended parents, and preparedness across the intrapartum and postnatal continuum. Method An interpretative phenomenological design was adopted. Five midwives with experience in surrogacy births were recruited through professional networks and the Australian College of Midwives newsletter. In-depth interviews were conducted and analysed using reflexive …

Peak Lower Limb Joint Angles Are Weak Predictors Of Hamstring Length Change During Sprinting, Shayne Vial, Jodie Cochrane Wilkie, Anthony J. Blazevich, Daniel Kadlec

Research outputs 2022 to 2026

Non-contact hamstring injuries (HSIs) commonly occur during the late swing phase of sprinting, when muscle–tendon units (MTUs) approach maximum length. Although sagittal-plane pelvis, hip and knee angles are often used as surrogate measures of overall hamstring lengthening, their predictive validity remains uncertain. This study investigated whether peak three-dimensional lower limb joint angles predict length change in the biarticular hamstring MTUs from peak hip flexion through to toe off (0–100 %) in fourteen intermediate-level male soccer players sprinting at maximal speed (8.56 ± 0.47 m·s−1). Participant-specific musculoskeletal models were used to compute MTU lengths for the biceps femoris long head (BFlh), …

Treatment And Valorization Of Spent Caustic Brine: A Critical Review With Emphasis On Membrane Technologies, Rouba D. Al Bostami, Amani Al Othman, Muhammad Tawalbeh, Kerry N. Mcphedran, Mohammad Mahdi A. Shirazi

Research outputs 2022 to 2026

Spent caustic brine (SCB) is a hazardous yet resource-rich industrial waste, primarily composed of sodium hydroxide, water, and contaminants such as sulfides, phenols, organic compounds, heavy metals, and valuable minerals. Originating from industries such as oil and gas, metal finishing, and food processing, SCB poses high pH ('11), high total dissolved solids (up to 58,000 ppm), heavy metal content, and elevated chemical oxygen demand (COD). In this work, treatment and valorization methods for SCB are categorized into three groups: traditional techniques without caustic or water recovery, conventional techniques with limited recovery, and membrane technologies offering effective caustic and water recovery …

Carbohydrate Restriction Drives Greater Perturbations In Circulating Metabolites Than Low Energy Availability In Elite Male Athletes, Kyle A. Dunlop, Nathan G. Lawler, Jamie Whitfield, Alannah K.A. Mckay, Nicolin Tee, Megan L. Ross, Stacey N. Reinke, John A. Hawley, David Broadhurst, Louise M. Burke

Research outputs 2022 to 2026

Periods of low energy availability (LEA) are common in elite athletes and typically arise from reduced energy intake, often involving some degree of carbohydrate (CHO) restriction. Whether the metabolic profile created by energy restriction per se is distinct compared to that driven by CHO restriction is unknown. Using untargeted metabolomics, we examined metabolic perturbations linked to CHO restriction and energy restriction in plasma from elite male endurance athletes. In a semi-randomized controlled trial, athletes (n = 20) completed one of three 5-day dietary interventions: high energy-high CHO (HCHO); LEA (energy-restricted, CHO-reduced); or low-CHO, high-fat (LCHF; energy-matched, CHO-restricted). Plasma samples were …

Efficient Privacy-Preserving Conjunctive Searchable Encryption For Cloud-Iot Healthcare Systems, Jiadi Ma, Tianqi Peng, Gong Bei, Muhammad Waqas, Hisham Alasmary, Sheng Chen

Research outputs 2022 to 2026

In cloud-Internet of Things (IoT) healthcare systems, private medical data leakage is a serious concern as the cloud server is not fully trusted. Dynamic searchable symmetric encryption (DSSE), with necessary forward and backward privacy security properties, enables doctors to retrieve ciphertexts while guaranteeing data privacy. However, existing forward and backward private DSSE schemes are not well-suited for cloud-IoT healthcare systems with attribute-value type databases. To this end, we propose an efficient privacy-preserving conjunctive searchable encryption scheme for cloud-IoT healthcare systems, called PC-SE. It is the first conjunctive DSSE scheme designed for attribute-value type databases. Specifically, we design flexible search capabilities …

Harmonizing Neuropsychological Test Data Across Prospective Studies, Rosita Shishegar, James D. Doecke, Yen Ying Lim, Pierrick Bourgeat, Vincent Dore, Bhargav Tallapragada, Simon M. Laws, Tenielle Porter, Samantha Burnham, Azadeh Feizpour, Ashley Gillman, Michael Weiner, Jason Hassenstab, Christopher C. Rowe, Victor L. Villemagne, Colin L. Masters, Jurgen Fripp, Hamid Sohrabi, Paul Maruff

Research outputs 2022 to 2026

Introduction: Alzheimer's disease (AD) research relies on large datasets and advanced statistical models. However, individual population studies often lack sufficient sample size for conclusive results. Harmonizing cognitive test data across studies can address this gap, despite differences in testing protocols. This study harmonizes cognitive data from three major AD cohorts to support robust clinical–pathological modelling. Methods: Information from the Alzheimer's Disease Neuroimaging Initiative (N = 1446); Australian Imaging, Biomarkers and Lifestyle (N = 1764); and Open Access Series of Imaging Studies-3 (N = 440) were integrated, including cognitive scores, demographics, genetics, and clinical and neuroimaging data. Neuropsychological tests relevant to …

Humanitarian Hospitality: A Framework For Ethical Encounters In Crisis Tourism, Georges El Hajal, Rodney Westerlaken, Erwin Losekoot

Research outputs 2022 to 2026

This paper introduces humanitarian hospitality as a conceptual framework for understanding relational ethics and care practices in crisis-affected tourism. While volunteer tourism, disaster recovery travel, and solidarity-based travel bring individuals into crisis-affected destinations, the hospitality that unfolds in these non-commercial encounters remains under-theorised. Drawing on philosophical perspectives and exploratory qualitative insights from 145 Red Cross and Red Crescent volunteers and aid workers, the study examines how emotional labour, ethical care, and informal hosting are enacted in contexts of conflict and displacement. The findings both parallel and complicate conventional host–guest dynamics, highlighting the ethical and emotional complexities of providing care under …

Increasing Phytochemical-Rich Foods And Lactobacillus Probiotics In Men With Low-Risk Prostate Cancer – A Randomised, Double-Blind, Placebo-Controlled Trial, Robert J. Thomas, Stacey A. Kenfield, Madeleine Williams, Robert U. Newton, Jeffrey Aldous, Anita Mitra, Zahoor Fazili

Research outputs 2022 to 2026

Men on active surveillance (AS), with prostate cancer, are very interested in dietary strategies that could improve their symptoms and help prevent progression of their disease. In this real-world trial involving 208 men, intake of phytochemical-rich food capsules helped slow prostate-specific antigen (PSA) progression significantly, and improved urinary symptoms and erectile function. What was novel about this study was that men randomised to take an additional blend of five Lactobacillus probiotics had a further three-fold slowing of PSA progression as well as reduction of inflammation. Currently, nearly 50% of men opt out of AS within 5 yr. If confirmed with …

Navigating Climate Change In Carbon Negative Bhutan: Insights From Policy Influencers And Comparison To The Wider Himalayan Region, Tashi Dorji, Angus Morrison-Saunders, David Blake

Research outputs 2022 to 2026

Climate change is one of the most pressing global challenges and spares no nation. Bhutan, as the only carbon negative country in the world, is no exception and being in the Himalayas – a region warming faster than the global average – further intensifies climate risks. This study explores how Bhutan navigates climate change through the perspectives of 41 policy influencers, including politicians, civil servants, and leaders from nongovernment organisations and the media. The findings are compared with scientific literature from the broader Himalayan region to identify shared vulnerabilities (e.g., glacial lake outburst floods, water scarcity, and agricultural disruptions) and …

Electron Transport Layers In Thin-Film Solar Cells: Materials, Interfaces, And Device Performance, Mohammad Khairul Basher, Samiul Sadek, Tarek Abedin, Mohammad Nur-E-Alam, Mongi Amami, Rajesh Haldhar, M. Khalid Hossain

Research outputs 2022 to 2026

Thin-film photovoltaic technologies such as perovskite, CIGS, CdTe, and organic solar cells have gained considerable attention due to their potential for low-cost, flexible, and lightweight energy conversion solutions, necessitating advanced components to optimize device efficiency and stability. A complex component in these devices is the electron transport layer (ETL), which governs charge extraction and recombination dynamics, directly impacting overall performance. Despite numerous advances, there remains a lack of unified understanding of ETL materials and interface engineering, highlighting a research gap in cross-technology comparative studies and universal design principles. This review addresses this gap by systematically analyzing ETL materials, interface modification …

Identification Of Slc3a2 As A Potential Therapeutic Target Of Ferroptosis In Bladder Cancer, Qi Yang, Dewang Zhou, Aaron Beasley, Yujun Liu, Zeqin Yan, Hu Fang, Yuqing Li, Elin S. Gray

Research outputs 2022 to 2026

Bladder cancer (BC) represents the most prevalent malignancy within the urinary system. Mounting evidence underscores the critical involvement of ferroptosis in cancer pathogenesis; Consequently, this study delves into its molecular underpinnings and therapeutic potential specifically in BC. Methods: We analyzed gene expression profiles from The Cancer Genome Atlas (TCGA) and the Gene Expression Om-nibus (GEO) repositories. Ferroptosis-related genes (FRGs) were selected from the FerrDb database. Utilizing systematic bioinformatics analyses, we identify differentially expressed and prognostic FRGs and construct an FRGs prognostic model. Combined with protein-protein interaction (PPI) analysis, solute carrier family 3 member 2 (SLC3A2) was selected for further study. …

Evaluating The Efficacy Of Aerobic Exercise As Therapy For Depression And Anxiety In Women With Pcos: A Systematic Review, Lorna Evelyn Mansell, Caitlin Fox-Harding, Robert U. Newton, Pedro Lopez Da Cruz, Sara Bayes, Favil Singh

Research outputs 2022 to 2026

Objective This systematic review aims to evaluate the effectiveness of exercise interventions in alleviating depression and anxiety symptoms in women with polycystic ovary syndrome (PCOS). Data sources PubMed, CINAHL, Cochrane Library, SportDiscus, EMBASE and Web of Science databases were searched from their inception to July 2025. Eligibility criteria for selecting studies Randomised controlled trials were eligible if they examined the effects of exercise lasting ≥4 weeks on validated measures of depression and/or anxiety in women aged 18–45 with PCOS diagnosed using the Rotterdam criteria. Publications not written in English were excluded. Data extraction and synthesis Two reviewers independently extracted data …

Comparing And Optimizing Hollow Fibre And Flat Sheet Vacuum Membrane Distillation, Hamed Kariman, Mehdi Khiadani, Hussein A. Mohammed

Research outputs 2022 to 2026

Membrane Distillation (MD) systems have the potential to tackle the growing global water demand. Within various MD systems, Vacuum Membrane Distillation (VMD) systems are particularly important in addressing this issue. Hollow Fibre VMD (HF-VMD) and Flat Sheet VMD (FS-VMD) are the two main configurations of VMD systems, where limited studies are available on their comparison and optimisation under identical operational conditions. This study firstly charts the mathematical modelling of HF-VMD and FS-VMD systems that have been developed, accounting for the amount of flux, Gain Output Ratio (GOR), Temperature Polarisation Coefficient (TPC), and Specific Thermal Energy Consumption (STEC) of both configurations …

High-Sensitivity Cardiac Troponin I And Frailty: Associations With The Frailty Index And Fried Phenotype In Older Women, Jedd Pratt, Abadi K. Gebre, Carlos J. Toro-Huamanchumo, Elsa Dent, Trent Bozanich, Wai E. Lim, Elizabeth Byrnes, Julee Mcdonagh, Caleb Ferguson, Craig Sale, Kun Zhu, Carl Schultz, Richard L. Prince, Joshua R. Lewis, Marc Sim

Research outputs 2022 to 2026

Despite the nexus between cardiovascular health and frailty, the relevance of high-sensitivity cardiac troponin I (hs-cTnI), a biomarker of myocardial injury, to frailty is poorly understood. We examined whether hs-cTnI concentrations were associated with frailty in a well-characterized cohort of older women. A total of 1151 community-dwelling women from the Perth Longitudinal Study of Aging Women (mean age ± SD = 75.2 ± 2.7 years) were included. Frailty was operationalized using a validated frailty index (FI) of cumulative deficits and a modified Fried phenotype. Plasma hs-cTnI were categorized into quartiles. Cross-sectional associations between hs-cTnI quartiles and frailty were assessed using …

Reviewing Crowdsourcing And Community Engagement In Museums, Paul Longley Arthur, Lydia Hearn, Isabel Smith

Research outputs 2022 to 2026

Over the past two decades, museums have increasingly experimented with digital technologies to connect with broader contemporary culture. This review article investigates the role crowdsourcing can play in transforming museums into more engaged environments, raising visibility and inclusivity, and involving diverse voices and populations in knowledge-creation processes. Its contribution is to provide an overview of the history, definitions and concepts of crowdsourcing, and examples of crowdsourcing policies and practices that have been adopted by museums. Participation in crowdsourcing has been influenced by gender, education, and socio-economic and cultural background. In the past, historical structures and traditions and infrastructural complexities have …

Overcoming The Challenges Faced By Leaders Of Purpose-Led Medium-Sized Businesses: The Role Of Corporate Communication And Its Interplay With Corporate Reputation And Organisational Identity, Taofeeq Ibn-Mohammed, Suranga Herath, Nicholas Swallow, Charlie Gower, Adriana P. Montes, Dawn Brooks, Andres P. Garcia, Angus Morrison-Saunders

Research outputs 2022 to 2026

Induced by worsening environmental conditions, pursuing purpose, not solely profit, now constitutes an ethical obligation for leaders of business organisations, towards future generations. Consequently, increasing numbers of businesses seek to become purpose-led (PLBs), but challenges exist. Despite the significant growth in PLB research since the turn of the millennium, attention has mainly focussed on multinational companies, although small- and medium-sized businesses (MSBs) hugely impact any economy. This research sets out to better understand the challenges faced by leaders of companies undergoing purpose-led MSB transitioning. Thematic analysis of the interview data from founders and leaders of B-Corp certified purpose-led MSBs revealed …

Cancer Survivor Preferences For Breast Cancer Follow-Up Care: A Discrete Choice Experiment, Sameera Senanayake, Sanjeewa Kularatna, Fiona Crawford-Williams, David Brain, Michelle Allen, Ruvini M. Hettiarachchi, Nicolas H. Hart, Bogda Koczwara, Carolyn Ee, Raymond J. Chan

Research outputs 2022 to 2026

Purpose: To identify the key attributes of breast cancer follow-up care models preferred by cancer survivors in Australia. Methods: A discrete choice experiment (DCE) was conducted to elicit preferences for attributes of breast cancer follow-up care. Respondents were presented with two hypothetical scenarios, known as choice sets, and asked to select a preference. Respondents were individuals living in Australia who were diagnosed with breast cancer within the past five years prior to survey completion and were recruited through the Breast Cancer Network of Australia and other community or consumer networks. Latent class modelling (LCM) approach under a random utility framework …

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 …