Digital Commons Network^™

Thermophysical Characteristics Evaluation Of Carbon And Metal Oxide-Based Hybrid Phase Change Materials For Thermal Energy Storage Applications, Utpol K. Paul, Md Shahriar Mohtasim, Md Golam Kibria, Barun K. Das

Research outputs 2022 to 2026

Phase change materials (PCM) have limited practical applications due to their low heat conductivity. The main goal of this work is to improve the thermophysical properties of PCM by adding different compositions of hybrid carbon and metal oxide-based nanoparticles for incorporation into hybrid photovoltaic/thermal solar systems to accommodate the built environment and thermal energy storage as a building envelope for thermal comfort. Three types of nanoparticles have been selected including Graphene, Al2O3, and ZnO and synthesized samples with the combinations of 0.5 wt% Al2O3 + 2 wt% ZnO, 0.75 wt% Al2O3 + 2 wt% ZnO, 1 wt% Al2O3 + 2 …

Autonomous Smart Vertical Farming: A Systems-Level Synthesis Of Iot And Solar Energy Integration For Sustainable Agriculture, Mahmuda Khatun Mishu, Md Rokonuzzaman, Boon Kar Yap, Tofan Agung Eka Prasetya, Md Arif Hossain, Asif Islam, Kazi Sajedur Rahman, Mohammad Nur-E-Alam

Research outputs 2022 to 2026

Rapid urbanization, land degradation, and climate variability are increasingly constraining food production, especially in densely populated urban regions. Vertical farming (VF), which grows crops in stacked layers under controlled conditions, is gaining recognition as a potential solution for sustainable urban agriculture. However, high energy requirements and questions surrounding long-term resource efficiency continue to challenge its scalability and environmental viability. This review explores the potential of smart vertical farming (SVF) systems, enhanced by the Internet of Things (IoT), wireless sensor networks (WSNs), and hybrid green energy-harvesting systems such as photovoltaic (PV) and thermoelectric (TE) technologies. This research analyzes how real-time data-driven …

Co-Creating An Intervention To Prevent Injuries In Police Force Recruits: A Concept Mapping Study Of Police Force Recruits, Police Force Staff, Health Professionals, And Research Experts, Myles Murphy, Andrea B. Mosler, Garth Allen, Alex Donaldson, Clare L. Ardern, Carolyn A. Emery, Martin Hägglund, Jonathan M. Hodgson, Joanne L. Kemp, Debra Langridge, Tiffany Mcalinden, Thomas Mirco, Sophia Nimphius, Simone Radavelli-Bagatini, Kiera Staley, Vanessa Sutton, Evert Verhagen, Andrea M. Bruder

Research outputs 2022 to 2026

Objective: Police force recruits have a high musculoskeletal injury burden, which results in a substantial economic burden and can lead to attrition. The objective of this study was to identify and prioritise the strategies perceived as important and feasible to reduce the prevalence, incidence, and burden of injury in police force recruits. Design: Mixed-methods concept mapping study. Methods: Forty-eight participants were recruited from four broad groups: police force recruits/officers; police force staff; health professionals; and research experts. Participants brainstormed statements in response to a prompt (“To prevent injury and/or reduce the impact of injury on law enforcement recruit training, I …

Effects Of Resisted Movement Training On Change-Of-Direction Speed In Recreationally Active And Trained Individuals: A Systematic Review With Network Meta-Analysis And Meta-Regression, Mingyang Zhang, Urs Granacher, Ruixiang Yan, Hallvard Nygaard Falch, Rodrigo Ramirez-Campillo, Kai Xu, Xing Zhang, Jinming Li, Shubo Xu, Yulin Luo, Duanying Li, Jian Sun

Research outputs 2022 to 2026

Background: The ability to change directions quickly is critical for performance and injury prevention in multidirectional sports, yet the influence of resisted movement training (R-MT) on change-of-direction (COD) speed remains uncertain. Therefore, we aimed to examine the effectiveness of various R-MT methods on COD speed in individuals ranging from recreational to international level and to determine the relationship between test angle and COD adaptations. Methods: We systematically searched PubMed/MEDLINE, Embase, Web of Science, SPORTDiscus, CINAHL, Scopus, and Google Scholar from inception to August 2025. Random-effects pairwise meta-analyses and a Bayesian network meta-analysis (NMA) synthesized effects of vertically resisted plyometric and …

Implementation And Effectiveness Of A Food Education Intervention To Promote Plant-Based Foods: A Partially Cluster-Randomized Controlled Trial, Henna Vepsäläinen, Satu Kinnunen, Sari Niinistö, Leena Forma, Suvi T. Itkonen, Tuuli E. Korhonen, Liisa Korkalo, Heli Kuusipalo, Jelena Meinilä, Kaija Nissinen, Susanna Raulio, Ros Sambell, Mari Åkerlund, Suvi M. Virtanen, Maijaliisa Erkkola

Research outputs 2022 to 2026

Background: Legumes can substitute for meat and are thus a particularly important food group for environmental sustainability. As the use of legumes among Finnish children is marginal, there is potential for a substantial increase in their consumption. However, food education delivered through early childhood education and care (ECEC) settings has rarely focused specifically on environmentally sustainable foods, such as legumes. This study describes the implementation and effectiveness of an ECEC-delivered food education intervention within the FoodStep study. Methods: The partially cluster-randomized FoodStep intervention aimed to increase the supply of vegetables, legumes, fruits, berries, and sustainable fish while reducing the provision …

Graft Survival And Rejection With Repeated Human Leukocyte Antigen (Hla) Mismatch In Kidney Transplantation: A Retrospective Multicentre Cohort Study Protocol, Henry Guo, William Mulley, Narelle Watson, Rhonda Holdsworth, Anne Taverniti, Jon Downing, Alycia Thornton, Lucy Sullivan, Fiona Hudson, Christopher E. Davies, Ryan Gately, Armando Teixeira-Pinto, Germaine Wong, John Kanellis, Wai Lim

Research outputs 2022 to 2026

Background: Candidates awaiting repeat kidney transplantation face substantial immunological barriers due to prior human leukocyte antigen (HLA) allo-sensitisation. Re-exposure to previously mismatched HLA antigens may increase the risk of acute rejection and premature graft loss. Although avoidance of repeat HLA mismatches (RMM) has been standard practice, emerging evidence suggests this risk varies according to the specific HLA allelic RMM and anti-HLA antibody profile to the RMM. Here we describe the protocol for a retrospective registry-based cohort study that aims to determine the differences in graft outcome between recipients who received kidney transplants with and without RMM, and to examine the …

Preventive Behaviors Associated With Fall Incidence Among Older Adults Living In Rural Communities Of Thailand: A Cross-Sectional Study, Rujira Nonsa-Ard, Sirapat Khodseewong, Kasama Wongprachum, Chaiwut Bourneow, Ploypailin Aneknan, Sumattana Glangkarn, Davina Porock

Research outputs 2022 to 2026

Background: The escalating population of older adults poses a significant challenge, particularly in lower-middle-income countries like Thailand. Falls represent a critical public health concern in this demographic. This study aimed to identify risk factors influencing fall occurrence in older adults within a specific rural community context, where the majority of participants remain engaged in farm work.

Methods: A cross-sectional study design was utilized, involving 1,256 participants recruited by the multistage random sampling approach. Data were collected via a questionnaire that included: demographic information, the Thai version of the Barthel Activities of Daily Living (ADL), the Thai Fall Risk Assessment Tool …

The Impact Of Virtual Reality Simulation On Developing Competence And Confidence In Non-Technical Skills In Nursing. A Scoping Review, Katie Janz, Karen Clark-Burg, Khaya Morris-Binelli, Brennen Mills, Amanda Graf

Research outputs 2022 to 2026

Background: Medical errors are a global concern and can compromise patient safety, with up to 80% of these errors directly linked to non-technical skills (NTS) failures. Traditional simulation using mannikins is resource-intensive, and virtual reality simulation (VR) has the potential to offer comparable outcomes with enhanced consistency and lowered resource requirements, but the effectiveness of VR to teach and enhance NTS has been underexplored.

Aim: This scoping review explores the existing literature on VR simulation as a method for teaching NTS in nursing to evaluate whether VR simulation yields positive learning outcomes, particularly in comparison to traditional training methods such …

Women’S Empowerment And Child Stunting In Peru: A Nationally Representative Analysis, Marisella Chumán-Sánchez, Brando Ortiz-Saavedra, Leonardo J. Uribe-Cavero, Anita P. Llamo-Vilcherrez, Joshua W. Moxey, Carlos J. Toro-Huamanchumo

Research outputs 2022 to 2026

Background: Child stunting remains a persistent public health challenge in Peru. Although women’s empowerment has been linked to improved child health, evidence on its domain-specific relationship with stunting remains limited. The objective of this study was to assess the association between women’s empowerment, across attitudes towards violence, social independence, and decision-making, and child stunting in Peru.

Methods: We conducted an analytical cross-sectional study using nationally representative data from the 2021 Demographic and Family Health Survey (ENDES), including 16,650 mother-child pairs. Analyses of women’s empowerment were conducted in a sub-sample with complete SWPER data (n = 12,696). Stunting was defined as …

A Deep Learning Based Three-Stage Fusion Neural Network With Composite Adaptive Momentum Optimizer For Bangla Cyberbully Identification, Mahin Montasir Afif, Abdullah Al Noman, Kazi Abdullah Jarif, Md Emamul Arefin Islam, Sathya Narayana Sharma K, Mahfujur Rahman, Dipta Gomes, Kazi Tanvir, Md Obaidur Rahaman, Syed Mohammed Shamsul Islam

Research outputs 2022 to 2026

Cyberbullying in Bangla social media is an increasingly critical issue, posing severe risks to mental health and online safety. Despite the growing need for automated detection systems, challenges such as limited linguistic resources and the nuanced characteristics of the Bangla language hinder model performance. In this study, we propose TriB-FNN, a novel and explainable three-stage fusion neural network, designed to effectively capture cyberbully in Bangla social media texts. The model integrates Convolutional Neural Networks (CNNs), Bidirectional Long Short-Term Memory (Bi-LSTM), and Gated Recurrent Units (GRUs) in a hierarchical pipeline. To optimize training, we employ a Composite Adaptive Momentum (CAM) Optimizer, …

A Serial Parallel Mediation Analysis Of Pathways To Green Entrepreneurial Intention Via Educational Interventions, Teaching Methods And Personality Traits, Emefa Akua Amponsah, Victor Fannam Nunfam, Hafiz Adam, Maajid Zakaria Suleiman, Ebenezer Afrifa-Yamoah

Research outputs 2022 to 2026

The complex interplay linking educational interventions with personality development in fostering green entrepreneurial intention (GEI) remains insufficiently explored within African higher education contexts. In addressing this gap, we examine the mediation effect of teaching methods (TM) and personality traits (PT) in the relationship among entrepreneurship curriculum (EC), university entrepreneurship support (UES), and students’ GEI in Ghana’s technical university ecosystem. Combining the Theory of Planned Behaviour with Social Cognitive Career Theory, we employed an explanatory cross-sectional design to investigate these relationships. Data collected from 1329 students across four Ghanaian technical universities were analysed using PLS-SEM to test a novel serial-parallel mediation …

Abcb5⁺ Mesenchymal Stem Cells Enable High-Ratio Cellular Augmentation Of Bone Grafts Without Loss Of Osteogenic Function, Jakob Hofmann, Tim Niklas Bewersdorf, Ulrike Sommer, Kai Borcherding, Karsten Thiel, Christoph Ganss, Matthias Gerstner, Markus H. Frank, Gerhard Schmidmaier, Mark Andreas Kluth, Tobias Grossner

Research outputs 2022 to 2026

Autologous bone grafting remains the standard for reconstruction of bone defects but is constrained by limited graft volume and loss of osteogenic capacity when expanded with acellular materials. We hypothesized that allogeneic ABCB5⁺ mesenchymal stem cells (MSCs) can serve as a biologic cell source to augment bone marrow-derived MSC (BM-MSC) populations without impairing osteogenesis. Primary human BM-MSCs from five donors were combined with GMP-manufactured ABCB5⁺ MSCs at graded replacement ratios (0–95%) and cultured under osteogenic conditions for 21 days. Osteogenic potential was evaluated using complementary assays of mineralization, biochemical activity, and matrix composition. Robust osteogenesis was maintained across all groups, …

From Proteome To Palate: Proteomics-Led Insights Into Sensory Quality In Oats (Avena Sativa L.), Clare E. O'Lone, Angéla Juhász, Utpal Bose, Haelee Fenton, Dini Ganesalingam, Allan Rattey, Michelle L. Colgrave

Research outputs 2022 to 2026

Background: Oats (Avena sativa L.) are a rapidly expanding ingredient in plant-based beverages, snacks and fermented products, where texture, flavour, aroma and colour shape consumer acceptance. A comparatively high lipid content (2–10% w/w) reduces milling efficiency and predisposes products to oxidative rancidity, while textural variation, bitterness and colour instability further constrain product development. The molecular basis for these processing and sensory challenges lies in the globulin-dominant grain proteome.

Scope and approach: This review synthesises advances in liquid chromatography–tandem mass spectrometry (LC-MS/MS) proteomics to quantitatively profile the four protein groups shaping oat sensory quality: storage, grain softness-related, lipid-associated, and metabolic and …

Harnessing Surface Chemistry: A Comprehensive Review On The Role Of Functional Groups In Antifouling Membrane Design, Mohadeseh Najafi, Javad Farahbakhsh, Roham Ghanbari, Masoumeh Zargar

Research outputs 2022 to 2026

Membrane fouling remains a major barrier to reliable and cost-effective water treatment, motivating surface engineering strategies that suppress foulant attachment while preserving permeability and selectivity. This review critically examines antifouling membrane design through a functional-group-centred framework, focusing on grafted monomers and polymer architectures that regulate interfacial hydration, charge, polarity, and steric interactions. Oxygen-, nitrogen-, sulfur-, phosphorus-containing, zwitterionic, and multifunctional chemistries are comparatively evaluated across organic fouling, biofouling, colloidal deposition, and scaling. The analysis demonstrates that antifouling performance is governed not only by functional group identity but also by grafting density, chain conformation and mobility, spatial uniformity, and anchoring stability. Oxygen-rich …

Labor Mobility, Managerial Evaluation Risk, And Corporate Performance Disclosures, Justin Hung Nguyen, Buhui Qiu, Cameron Truong

Research outputs 2022 to 2026

This study documents that managers of firms with greater labor mobility (LM) face higher personal evaluation risk (i.e., higher likelihood of performance-driven forced turnover), especially among firms with more transparent performance disclosures. Moreover, managers of high-LM firms tend to adopt lower-quality performance disclosures (i.e., lower financial statement readability, earnings quality, and accounting conservatism) to mitigate their personal evaluation risk. The effect of LM on performance disclosure quality is stronger for firms whose managers are more concerned about personal evaluation risk, but is weaker for firms headquartered in states that restrain mobility. Finally, low-quality disclosures by high-LM firms attract a valuation …

Coastal Land Uplift And Intensified Land-Use Influence Seagrass Carbon And Nitrogen Sink Capacity Over Millennial Timescales, Martin Dahl, Sara Braun, Maria E. Asplund, Mats Björk, Joeri Kaal, Hans W. Linderholm, Elinor Andrén, Thomas Andrén, Žilvinas Ežerinskis, Madhavu Vidya Faizal, Sara C. Forsberg, Andrius Garbaras, Malin E. Kylander, Pere Masqué, Miguel A. Mateo, Justina Šapolaitė, Oscar Serrano, J. Robin Svensson, Olena Vinogradova, Martin Gullström

Research outputs 2022 to 2026

Seagrass meadows store sedimentary carbon and nitrogen and thus play an important role in climate change mitigation and nutrient retention globally. Here we reconstruct the impact of land-use and coastal land uplift on millennial–scale seagrass (Zostera marina) blue carbon and nitrogen accumulation in the Baltic Sea based on a multiproxy paleoreconstruction approach. We show that increased landscape clearance resulted in higher terrestrial runoff and increased accumulation of carbon and nitrogen, whereas land uplift led to hydrodynamically sheltered environments facilitating seagrass colonization, occurring 1700 and > 4000 years ago. The establishment of the seagrass meadows resulted in enhancement of the quality of …

Living Next Door To Mcdonald’S: A Qualitative Study Of Community Submissions And Resident Realities Pre- And Post Development, Roslyn Giglia, Jacinta Francis, Jana Buckle, Clare Whitton, Ros Sambell, Frith Klug, Lukar Thornton, Siobhan Hickling, Katherine Kent, Gina Trapp

Research outputs 2022 to 2026

Background: The proliferation of fast-food outlets (FFOs) in residential areas has raised growing concerns about their impact on community health, safety, and wellbeing. This qualitative study examined both pre-development community consultation submissions and post-development resident experiences surrounding the development of a McDonald’s outlet in a newly established suburb on the urban fringe of Perth, Western Australia (WA). Methods: Using a qualitative descriptive design, the study analyzed 183 community submissions lodged with the local council prior to development and conducted semi-structured interviews with 11 residents living within 300 m of the outlet after construction. Results: Content analysis revealed strong opposition, with …

Cardiovascular Disease And Fracture Risk In People With Type 2 Diabetes: A Nationwide Matched Case–Control Study, Aksayan Arunanthy Mahalingasivam, Annika Vestergaard Kvist, Joop P. Van Den Bergh, Cassandra Smith, Joshua R. Lewis, Peter Vestergaard, Nicklas Højgaard Hessellund Rasmussen

Research outputs 2022 to 2026

To examine, among people with type 2 diabetes (T2D), whether cardiovascular disease (CVD) phenotypes and cardiovascular medications are associated with any fracture as the primary outcome and major osteoporotic fracture (MOF) as a secondary outcome. Nationwide registry-based matched case–control study in Denmark (2013–2021) among people with T2D. Cases were individuals with T2D who sustained an incident fracture (n = 12,390), and controls were fracture-free individuals with T2D matched 1:3 by age, sex, T2D onset date, and weighted Charlson Comorbidity Index (n = 37,170). The exposures were overall CVD, prespecified clinical CVD phenotypes (acute myocardial infarction (AMI), stroke, heart failure, atrial …

Cxcr3 Is Associated With T-Cell-Induced Heart Damage In Acute Rheumatic Fever, Francis M. Middleton, Reuben Mcgregor, Natalie Lorenz, Sarah Kilian, Anna E.S. Brooks, Saem Mul Park, Ciara Ramiah, Judith Tresidder, Timothy C. Barnett, Michael Serralha, William J. Martin, Florina Chan Mow, Glenn Pearson, Mark Mayo, David I. Broadhurst, Julie Bennett, Johann Brink, Nigel J. Wilson, Anna P. Ralph, Rachel H. Webb, P. Rod Dunbar, Jonathan Carapetis, Nicole J. Moreland

Research outputs 2022 to 2026

The pathogenesis of acute rheumatic fever (ARF) is poorly understood, limiting the development of immune-modulating therapies to treat disease and prevent progressive heart damage. Here, participants with definite ARF were compared to other severe acute paediatric conditions and matched healthy controls by profiling circulating immune molecules and cells to inform disease mechanisms and potential druggable pathways. ARF shared immunological similarities with other inflammatory conditions, including elevated serum IL-6 and an increased frequency of circulating CD4⁺ T cells. However, elevation of the chemokine CCL5 and immunoglobulin IgG3, along with reduced expression of the chemokine receptor CXCR3 in the T cell …

Genetic Drivers Of Progression In Alzheimer’S Disease Are Distinct From Disease Risk, Celeste E. Cohen, Shane Fernandez, Umran Yaman, Ahmad R. Ehyaei, Eleftheria Kodosaki, Aydan Askarova, Tenielle Porter, Eleanor O’Brien, Paul Maruff, Alexi Nott, John A. Hardy, Simon M. Laws, Dervis A. Salih, Maryam Shoai

Research outputs 2022 to 2026

Background: Recent trials in Alzheimer’s disease (AD) demonstrate encouraging outcomes. These trials target risk mechanisms identified through genetic analysis whilst directly aiming to reduce progression rates. Evidence from other neurodegenerative diseases suggests the genetics of progression is distinct from risk of disease. To expand these initial successes and improve clinical outcomes further we need to understand genetics of progression of disease. These can be deduced through rigorous analysis of meticulously phenotyped longitudinal cohorts. In this study we first looked at known genetic drivers of risk, namely polygenic risk scores for AD and APOE‑ε4, to assess their role in progression. This …

Local Government Policies Restricting Unhealthy Outdoor Food Advertising In Australia: Stakeholder Perspectives Identify Political Willingness Is Key To Overcoming Barriers, Alexia Bivoltsis, Frith Klug, Jacinta Francis, Clare Whitton, Gina S.A. Trapp, Claire E. Pulker

Research outputs 2022 to 2026

Background: Unhealthy outdoor food advertising is strongly linked to poor diet, highlighting the need for policies. Western Australian (WA) local governments (LGs) can restrict advertising on their owned infrastructure through their Public Health Plans, but limited policy action has occurred. This study aimed to explore the perspectives of WA LGs and public health organizations (PHOs) on current and potential policies restricting unhealthy outdoor food advertising on LG owned infrastructure to (1) identify barriers and enablers to the policy making process, (2) assess the current level of political willingness (i.e. political want, political can and political must) and (3) inform development …

Aluminium Based Hydrotalcite Like Compounds For Direct Lithium Extraction: A Critical Review On Crystallography And Structure Selectivity Design, Amin Sarmadi, Yasaman Boroumand, Mohammad Mahdi A. Shirazi, Magdalena Wajrak, Shayan Abrishami, Matthew Myers, Muhammad Rizwan Azhar, Amir Razmjou

Research outputs 2022 to 2026

The accelerating demand for lithium is intensifying interest in direct lithium extraction (DLE) technologies that minimise the environmental footprint of conventional solar evaporation ponds. Among sorbent-based DLE concepts, aluminium based hydrotalcite like compounds (Al-HTlc), particularly lithium aluminium layered double hydroxide (LiAl-LDH), are considered the most mature sorbent options, offering facile lithium (Li+) recovery and high selectivity in highly saline chloride based solutions. Both properties arise from a distinct intercalation mechanism wherein Li+ and its counter-anions (e.g. Cl− or SO42−) are co-intercalated into the crystal structure upon brine exposure. Li+ selectivity arises partly from a steric match between Li+ (ionic radius …

Anaemia In Pregnancy In Rural New South Wales: A Retrospective Study Of Prevalence, Risk Factors, And Guideline Adherence, Yuanwei Zhang, Esther Adama, Uchechukwu Levi Osuagwu

Research outputs 2022 to 2026

Aim: To determine the prevalence of anaemia in pregnancy in rural New South Wales (NSW) and assess the alignment of screening and treatment practices with the 2020 Australian Pregnancy Care Guidelines (APCG).

Methods: A retrospective cohort study at the Regional Hospital using records from 301 women who gave birth between 1st January and 4th September 2024. Data were sourced from eMaternity and PowerChart systems, focusing on haemoglobin and ferritin levels, demographic factors, iron deficiency risk factors, and birth outcomes.

Results: Iron deficiency was identified in 61.8% of women, with 6.0% diagnosed with iron deficiency anaemia (IDA). These rates were lower …

Chlorinated Drinking Water Exposure Enriches Antimicrobial Resistance Pathways In The Infant Gut Microbiome: A Randomized Trial, Kimberley Parkin, Claus T. Christophersen, Valerie Verhasselt, Debra J. Palmer, Matthew N. Cooper, Susan L. Prescott, Desiree Silva, David Martino

Research outputs 2022 to 2026

Background: Water chlorination is essential for controlling harmful microbes in drinking water; however, the antimicrobial effects of chlorine-based disinfectants present in tap water may influence early-life gut microbial ecology.

Objective: To investigate the functional and compositional impact of chlorinated drinking water on the gut microbiome of infants.

Design: The waTer qUality and Microbiome Study (TUMS) was an Australian-based double-blinded, randomised controlled trial. Six-month-old infants (n = 197) received either de-chlorinated drinking water via benchtop filtration (treatment, n = 99), or regular chlorinated water (control, n = 98) for twelve months. Tap water and stool samples were collected at baseline and …

Comparative Analysis Of Amino Acid And Bioactive Peptide Profiles During Time-Resolved Fermentation Of Wheat And Stout Brewer's Spent Grain By Lactiplantibacillus Plantarum, Minh Quoc Ha, Angéla Juhász, Teguh Santoso, Mitchell G. Nye-Wood, Mathilde Berthevas, Zhiyu Zhao, Eileen Kitundu, Tony Chen, Michelle L. Colgrave, Thao T. Le

Research outputs 2022 to 2026

Brewers’ spent grain (BSG), a protein- and fibre-rich brewing by-product, contains bioactive compounds, yet techniques to fully recover and utilise these bioactive fractions remain underdeveloped. This study investigated the proteolytic transformation of two BSG types, wheat and stout BSG, during 10 days of fermentation with Lactiplantibacillus plantarum . Discovery and targeted LC-MS/MS proteomics were used to characterise the proteome, peptide release, and free amino acid profiles of BSG throughout fermentation. Proteomic analysis identified 503 proteins in wheat BSG and 340 in stout BSG. Wheat BSG generated higher peptide diversity than stout BSG (1,227 vs. 436 peptides, respectively), with peptide release …

Effects Of Lower Limb Joint Manipulation On Squat Strength And Ankle Range Of Motion: A Sham-Controlled Double-Blind Randomised Cross-Over Trial, Reneigh Morley-Hart, Barrett Losco, Alasdair R. Dempsey, G. Gregory Haff, Sasha L. Aspinall

Research outputs 2022 to 2026

Background: The back squat is a commonly prescribed exercise for developing lower body strength. The ability to squat can be affected by reduced ankle dorsiflexion range of motion (DF-ROM), leading to limited squat depth and dysfunctional compensatory movement patterns.

Objective: To investigate the effect of high-velocity low-amplitude lower limb manipulations on 1 repetition maximum (1RM) back squat strength, sagittal plane ankle kinematics during a squat, and active DF-ROM in individuals with asymptomatic deficits in DF-ROM.

Methods: Twenty-six enrolled; Twenty-four analysed resistance-trained participants with asymptomatic deficits in DF-ROM participated in this double-blind randomised sham-controlled cross-over trial. Interventions involved high-velocity low-amplitude joint …

Free-Fall Normalised Peak Braking Velocity For Countermovement Jump Monitoring, Karol Kruczek, André Rebelo, Jason Lake, Michał Nowak

Research outputs 2022 to 2026

Background: Peak braking velocity (PBV) during the countermovement jump (CMJ) is used to describe descent strategy, but its interpretation is affected by countermovement depth. This study introduced free-fall normalised peak braking velocity (PBVFF), a dimensionless index expressing PBV relative to the displacement-specific theoretical free-fall velocity limit, and evaluated its reliability, performance associations and ranking consequences. Methods: Seventy injury-free male academy footballers (18.7 ± 1.6 years) performed three maximal hands-on-hips CMJs on dual force plates. Using retrospective observational routine monitoring data, one representative testing day per athlete was analysed. Two PBVFF variants were examined: PBVFF normalised to countermovement depth (PBVFFCMD) and …

My Story Is Good… It’S Not Like That For All: Uneven Access To Contraception Among Incarcerated Women In New South Wales, Australia, Helene Smith, Basil Donovan, Jocelyn Jones, Tony Butler, Paul Simpson

Research outputs 2022 to 2026

Background: Evidence indicates high levels of unmet contraceptive need among justice-involved women, linked to intersecting vulnerabilities such as housing instability, substance use, violence and poor mental health. In Australia, limited research has explored how women in prison navigate access to family planning services. This study aimed to examine the experiences of incarcerated women in New South Wales (NSW) in accessing contraception and making fertility-related decisions.

Methods: The study formed part of the Second Sexual Health and Attitudes of Australian Prisoners (SHAAP-2) study. Seventeen women aged 19–45 were recruited from two NSW correctional centres. Semi-structured qualitative interviews were conducted face-to-face or …

Scalable And Interpretable Fraud Detection In Fintech: Evidence From A Hybrid Tabnet–Graph Neural Network Framework, Haseeb Ahmad, Istiaque Bhuiyan, Tanvir Bhuiyan, Ariful Hoque

Research outputs 2022 to 2026

This study proposes a fraud detection framework for FinTech that integrates tabular deep learning with relational graph reasoning. We address a key limitation of state-of-the-art tabular fraud models: their assumption that transactions are independent, despite evidence that modern fraud often arises from coordinated infrastructure reuse (e.g., shared devices, email domains, accounts, and addresses). Using the IEEE-CIS Fraud Detection dataset (≈590,540 e-commerce transactions), we develop a hybrid architecture that combines TabNet, chosen for its built-in interpretability on tabular data, with a GraphSAGE encoder trained on a leakage-free heterogeneous entity graph constructed strictly from historical training transactions. Unseen entities in validation and …

The Impact Of The Basel And Bamako Conventions On Hazardous Waste Trafficking And Environmental Governance In West Africa, Prince Nii Koi Kotei, Kwadwo Adusei-Asante, Shajimon Peter

Research outputs 2022 to 2026

This study examines the dynamics of hazardous waste trafficking and environmental governance in West Africa. It evaluates the Basel and Bamako conventions through the lens of environmental justice, environmental governance, and the global Race to the Bottom concept. It assesses the environmental governance models adopted by these conventions in West Africa and beyond and evaluates their effectiveness towards achieving environmental justice. This study uses a critical appraisal framework to assess the relevance, sustainability, enforcement, ethical consideration, equity and practicability of the Basel and Bamako Conventions. A total of 28 articles were rigorously selected from multiple databases. It was found that …