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A Novel Deep Transfer Learning-Based Adaptive Cascade Pi Controller Enhanced By Reinforcement Learning Algorithm And Snake Optimization For Robust Speed Regulation Of Brushless Dc Motors, Seyyed Morteza Ghamari, Asma Aziz Jan 2026

A Novel Deep Transfer Learning-Based Adaptive Cascade Pi Controller Enhanced By Reinforcement Learning Algorithm And Snake Optimization For Robust Speed Regulation Of Brushless Dc Motors, Seyyed Morteza Ghamari, Asma Aziz

Research outputs 2022 to 2026

Brushless DC (BLDC) are common in electric cars, industrial automation, and robotics because of their high efficiency, high torque control, and compact size. Nevertheless, strong speed and current regulation is not easily attained because of system variation, load variations and the shortcomings of traditional fixed-gain proportional-integral (PI) controllers. In this paper, a new snake optimization-assisted deep transfer learning-based reinforcement learning (SOA-DTL-RL)-based adaptive cascade PI controller is proposed that combines transfer learning with fast adaptation, Reinforcement learning with real-time optimization, and snake optimization with optimal initial gain selection to guarantee the robust speed and current regulation in BLDC motors. The proposed …

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Addressing Professional Tensions Through Intellectual Candour And Stewardship, Thoughtful Dialoguing As A Duoethnographic Collaborative Exploration, Sarah Barradell, Narelle Lemon Jan 2026

Addressing Professional Tensions Through Intellectual Candour And Stewardship, Thoughtful Dialoguing As A Duoethnographic Collaborative Exploration, Sarah Barradell, Narelle Lemon

Research outputs 2022 to 2026

Using duoethnography, we explore our experiences of physiotherapy practice and education and argue that the profession’s desire for credibility is at the expense of vulnerability, risk and intellectual candour–of imagining the profession and education of its graduates differently. We identified key themes around: alignment/misalignment, reflection/reflexivity and professional scope. This methodology models risk and questioning through the juxtaposition of different perspectives. Through our contrasting narratives, we remain open to new forms of learning, modelling what intellectual candour demands from us: facing the problems of the past so that we might learn from our history and change our future. This can be …

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Can Dual-Task High-Velocity Exercise Training Improve Cognitive Function In Older Adults? Secondary Analysis Of An 18-Month Cluster Randomized Controlled Trial, Jamie L. Tait, Rachel L. Duckham, Timo Rantalainen, Catherine M. Milte, Luana C. Main, Caryl A. Nowson, Kerrie M. Sanders, Dennis R. Taaffe, Keith D. Hill, Gavin Abbott, Robin M. Daly Jan 2026

Can Dual-Task High-Velocity Exercise Training Improve Cognitive Function In Older Adults? Secondary Analysis Of An 18-Month Cluster Randomized Controlled Trial, Jamie L. Tait, Rachel L. Duckham, Timo Rantalainen, Catherine M. Milte, Luana C. Main, Caryl A. Nowson, Kerrie M. Sanders, Dennis R. Taaffe, Keith D. Hill, Gavin Abbott, Robin M. Daly

Research outputs 2022 to 2026

Background Identifying strategies to mitigate age-associated cognitive decline is crucial. High-velocity power training enhances physical function in older adults and cognitive training has mixed cognitive benefits, however the combined effects of these interventions remain uncertain. Objective This 18-month cluster randomized controlled trial investigated whether dual-task functional power training (DT-FPT) enhances cognition in older adults and assessed if responses differ by apolipoprotein-E and brain-derived neurotrophic factor (BDNF) polymorphisms. Subjects and Methods Twenty-two independent-living retirement communities (300 residents, ≥65y at increased falls risk) were randomized to 12-months of group-based DT-FPT (6-months supervised +6-months maintenance, 45–60 minutes, 2/week) performed simultaneously with cognitive and/or …

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Check-In To Sustainability: A Comparative Study Of Green Human Resource Management Practices In Emerging And Established Hotels, Abdul Razak Suleman, Mehran Nejati, Janice Redmond, Azadeh Shafaei Jan 2026

Check-In To Sustainability: A Comparative Study Of Green Human Resource Management Practices In Emerging And Established Hotels, Abdul Razak Suleman, Mehran Nejati, Janice Redmond, Azadeh Shafaei

Research outputs 2022 to 2026

Purpose – This study draws on the Natural Resource-Based View (NRBV) to investigate the drivers, implementation and challenges of Green Human Resource Management (Green HRM) practices in Ghana's star-rated hotels. It also examines how these initiatives contribute to achieving relevant Sustainable Development Goals (SDGs). Design/methodology/approach – A qualitative research approach was adopted, involving in-depth interviews with twelve managerial employees purposively sampled from both emerging (1–2 star) and established (3–5 star) hotels in Ghana. Data were thematically analysed to uncover key patterns. Findings – The findings reveal that Green HRM adoption across star-rated hotels in Ghana is driven by a mix …

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Embodied Tales Of Older Women And Their Relationship With Movement And Their Younger, Present And Future Selves, Valeria Varea, Robyne Garrett, Alfonso García-Monge, Gustavo González-Calvo Jan 2026

Embodied Tales Of Older Women And Their Relationship With Movement And Their Younger, Present And Future Selves, Valeria Varea, Robyne Garrett, Alfonso García-Monge, Gustavo González-Calvo

Research outputs 2022 to 2026

Ageing has been often seen as negative in Western cultures. Older bodies are frequently associated with decline, loss, dependency, illness and increasing incompetence. Significantly, this ‘decline model’ of ageing tends to ignore the diverse lived experiences of older adults. This paper draws on the theoretical concepts of embodiment and affect to explore the embodied experiences of a group of 17 older women, focussing on their relationship with movement and with their younger, present and future selves. We used a narrative analysis approach and creative nonfiction to represent the data. The findings are presented in composite narratives in the form of …

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Fall Prevention Strategies And Fall-Related Outcome Measures Used For Inpatients In Mental Health Settings: A Scoping Review, Min Zhang, Gideon Di Ji, Irene Ngune, Khairul Dzakirin Bin Rusli, Maggie Zgambo, Rosemary Saunders, Seng Giap Marcus Ang Jan 2026

Fall Prevention Strategies And Fall-Related Outcome Measures Used For Inpatients In Mental Health Settings: A Scoping Review, Min Zhang, Gideon Di Ji, Irene Ngune, Khairul Dzakirin Bin Rusli, Maggie Zgambo, Rosemary Saunders, Seng Giap Marcus Ang

Research outputs 2022 to 2026

Introduction Patients in mental health settings are at risk of falling and sustaining injury due to the unique risk factors related to their mental illness and its accompanied treatment. Objective To examine the literature on the fall prevention strategies used, and fall-related outcome measures reported for inpatients in mental health settings. Methods A literature search was conducted using Medline, CINAHL, PsycINFO, Web of Science, Scopus and sources from the Grey Literatures. Peer-reviewed research studies that examined fall prevention strategies for inpatients in mental health settings were included. The fall prevention strategies and fall-related outcome measures were extracted and grouped using …

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Gauging Affective Atmospheres In Language Teacher Education Through Dialogic Queering As Transformative Research, Julian Chen, Maggie Mcalinden Jan 2026

Gauging Affective Atmospheres In Language Teacher Education Through Dialogic Queering As Transformative Research, Julian Chen, Maggie Mcalinden

Research outputs 2022 to 2026

Inspired by feminist queering and affect theories to disrupt research norms, we drew on our felt experiences to explore the affective atmosphere of language teacher education. In this experimental work, we harnessed affect and queer theories to contest the gendered, classed, and heteronormative atmosphere of language teacher education using a form of post-qualitative inquiry that we named “dialogic queering”. Given our marginalized backgrounds (queer; academic of colour; working-class female academic), dialogic queering creates spaces to explore difficult but genuine thoughts and feelings while challenging norms entrenched in language teacher education. Underpinned by critical empathy, dialogic queering allowed us to decenter …

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Insights Into Site Fidelity Of A Low-Density Dugong Population Using Small-Drone Imagery And Photo-Identification, Roxana Newman, Ashwag Asseri, William David Paterson, Deni Porej, Harry Clark, Mishari Alghrair, Winston Cowie, David Charles Wells, Amanda Jane Hodgson Jan 2026

Insights Into Site Fidelity Of A Low-Density Dugong Population Using Small-Drone Imagery And Photo-Identification, Roxana Newman, Ashwag Asseri, William David Paterson, Deni Porej, Harry Clark, Mishari Alghrair, Winston Cowie, David Charles Wells, Amanda Jane Hodgson

Research outputs 2022 to 2026

The feasibility of using unoccupied aerial vehicles (UAVs, ‘drones’) to collect high-resolution still and video imagery of dugongs (Dugong dugon) for photo-identification (photo-ID) in the Sindalah Archipelago, NEOM (area ~ 84 km2), within the northeast Red Sea, Saudi Arabia, was evaluated during opportunistic marine megafauna searches. Drone searches were conducted whenever possible over one year (January 2024 to January 2025). A total of 48 dugong observations were made during 91 days of drone flights, covering a cumulative distance of 5,962 km of flying. Of these, 35 (72.9%) were repeat sightings (range = 2 to 8 resights) of nine …

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Optimizing Ev Battery Charging Using Fuzzy Logic In The Presence Of Uncertainties And Unknown Parameters, Minhaz Uddin Ahmed, Md Ohirul Qays, Stefan Lachowicz, Parvez Mahmud Jan 2026

Optimizing Ev Battery Charging Using Fuzzy Logic In The Presence Of Uncertainties And Unknown Parameters, Minhaz Uddin Ahmed, Md Ohirul Qays, Stefan Lachowicz, Parvez Mahmud

Research outputs 2022 to 2026

The growing use of electric vehicles (EVs) creates challenges in designing charging systems that are smart, dependable, and efficient, especially when environmental conditions change. This research proposes a fuzzy-logic-based PID control strategy integrated into a photovoltaic (PV) powered EV charging system to address uncertainties such as fluctuating solar irradiance, grid instability, and dynamic load demands. A MATLAB-R2023a/Simulink-R2023a model was developed to simulate the charging process using real-time adaptive control. The fuzzy logic controller (FLC) automatically updates the PID gains by evaluating the error and how quickly the error is changing. This adaptive approach enables efficient voltage regulation and improved system …

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Picturing The Past: The Role Of Photo Cue Visual Perspective On Positive Autobiographical Memory Recall In Dysphoria, Sarah Snow, Zachary Adolph Niese, Julie L Ji Jan 2026

Picturing The Past: The Role Of Photo Cue Visual Perspective On Positive Autobiographical Memory Recall In Dysphoria, Sarah Snow, Zachary Adolph Niese, Julie L Ji

School of Psychology

Positive autobiographical memory plays a key role in emotional well-being and is distorted by cognitive processing biases in dysphoria. This experiment investigated how the visual perspectives (first-person vs. third-person) of personal photographs influence recall of positive memories depending on dysphoria. Eighty-five participants (42 low dysphoria, 43 high dysphoria) submitted photos of positive events from both perspectives. Later, participants recalled these events while viewing either a first- or third-person photo before rating and describing their memory. While first-person photos promoted more recall from an own-eyes vantage point regardless of dysphoria level, dysphoria was still associated with greater observer-like recall, reduced mental …

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Effects Of An 8-Week Minimal-Dose Home-Based Eccentric Exercise Program On Physical Health And Exercise Adherence, Benjamin J.C. Kirk, Georgios Mavropalias, Anthony J. Blazevich, Jodie L. Cochrane Wilkie, Aus Molan, Kazunori Nosaka Jan 2026

Effects Of An 8-Week Minimal-Dose Home-Based Eccentric Exercise Program On Physical Health And Exercise Adherence, Benjamin J.C. Kirk, Georgios Mavropalias, Anthony J. Blazevich, Jodie L. Cochrane Wilkie, Aus Molan, Kazunori Nosaka

Research outputs 2022 to 2026

Purpose: This study investigated whether extending a previously tested minimal-dose 4-week, 5-min daily home-based eccentric exercise program to 8 weeks would lead to continued improvements in physical fitness, health markers, and mental well-being in sedentary individuals, and whether it could promote sustained exercise habits up to 12 months post-intervention. Methods: Ten sedentary participants (54 ± 9 y) completed an 8-week daily home-based exercise program involving four bodyweight-based exercises (chair squats, wall push-ups, chair-reclines, and heel drops) and their progressed variations. Outcome measures were collected at baseline and 4 and 8 weeks, including isometric mid-thigh pull (IMTP), handgrip strength (HG), push-ups, …

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Navigating The Deep Features Of Change: A Dynamic Approach For Skill Development In The Construction Industry, Keyao Li, Mark A. Griffin, Heap Yih Chong Jan 2026

Navigating The Deep Features Of Change: A Dynamic Approach For Skill Development In The Construction Industry, Keyao Li, Mark A. Griffin, Heap Yih Chong

Research outputs 2022 to 2026

Purpose: Digitalisation promises new levels of productivity and efficiency in construction but requires a well-equipped, skilled workforce to meet future demands. Beyond attracting skilled workers, the industry must understand future skill requirements. This study addresses this need by developing a skill framework that defines key skill levels and patterns in response to evolving demands. Design/methodology/approach: A mixed-methods approach with three consecutive analyses was adopted. First, a theoretical analysis developed a conceptual framework based on work and role performance theories. Second, a scoping review and descriptive analyses provided quantitative insights into the skills covered in current literature. Finally, identified skill groups …

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When Brian Acted His Way Out Of A Wet Paper Bag: The Transformational Qualities Of Drama Education, Christina Gray, Robin Pascoe Jan 2026

When Brian Acted His Way Out Of A Wet Paper Bag: The Transformational Qualities Of Drama Education, Christina Gray, Robin Pascoe

Research outputs 2022 to 2026

This study utilised Mezirow’s Transformative Learning framework to explore drama teachers’ and pre-service drama teachers’ perceptions of transformation in the drama space. The research specifically examined three core questions: 1. Who are transformed? 2. What is transformed? 3. How does transformation happen? Adopting a phenomenological qualitative approach, we analysed interview data from eight drama teachers and 22 pre-service drama teachers in Western Australia. Findings indicate that participation in school-based drama activities fosters transformations (and perceptions of transformation) in self-confidence, personal values, and willingness to take creative risks. Beyond teaching performance skills, drama cultivates deeper understandings of self and others, offering …

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Adherence And Compliance With Exercise Training In Progressive Multiple Sclerosis: Rates And Correlates From The Cogex Trial, Cogex Research Team, Robert W. Motl, Andrew Argie, Roberto S. Hernandez, Brian M. Sandroff, Maria Pia Amato, Giampaolo Brichetto, Jeremy Chataway, Nancy D. Chiaravalloti, Gary Cutter, Ulrik Dalgas, John Deluca, Rachel Farrell, Peter Feys, Massimo Filippi, Jennifer Freeman, Matilde Inglese, Cecilia Meza, Maria A. Rocca, Amber Salter, Anthony Feinstein Jan 2026

Adherence And Compliance With Exercise Training In Progressive Multiple Sclerosis: Rates And Correlates From The Cogex Trial, Cogex Research Team, Robert W. Motl, Andrew Argie, Roberto S. Hernandez, Brian M. Sandroff, Maria Pia Amato, Giampaolo Brichetto, Jeremy Chataway, Nancy D. Chiaravalloti, Gary Cutter, Ulrik Dalgas, John Deluca, Rachel Farrell, Peter Feys, Massimo Filippi, Jennifer Freeman, Matilde Inglese, Cecilia Meza, Maria A. Rocca, Amber Salter, Anthony Feinstein

School of Health Professions

Background: There is limited understanding of adherence and compliance rates for exercise training(ET) in people with progressive multiple sclerosis(PMS).Objectives: This secondary, exploratory data analysis examined rates of adherence and compliance for continuous, moderate intensity training and high-intensity intervaltraining(HIIT) and possible correlates among people with PMS from the CogEx trial.Methods: CogEx was a multi-site, multi-arm, randomized, double-blinded, and shamcontrolled trial undertaken by 11 sites in six di8erent countries. Participants(N=311) wererandomized into one of four conditions with di8erent combinations of ET and cognitive rehabilitation, including respective sham conditions, delivered twice weekly over 12 weeks.The analysis focused on adherence and compliance rates and …

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Blood Flow Restriction During Small-Sided Games Enhances Physiological Adaptations And Performance Improvements In Well-Trained Basketball Players: A Randomized Controlled Trial, Hengxian Liu, Mingyue Yin, Kai Xu, Shengji Deng, James R. Mckee, Brendan R. Scott, Olivier Girard, Mingxin Zhang Jan 2026

Blood Flow Restriction During Small-Sided Games Enhances Physiological Adaptations And Performance Improvements In Well-Trained Basketball Players: A Randomized Controlled Trial, Hengxian Liu, Mingyue Yin, Kai Xu, Shengji Deng, James R. Mckee, Brendan R. Scott, Olivier Girard, Mingxin Zhang

Research outputs 2022 to 2026

This study examined whether adding blood flow restriction (BFR) to small-sided games (SSG) augments cardiorespiratory/anaerobic adaptations and lower-limb muscular performance in well-trained male collegiate basketball players. Twenty-four atheletes (age: 21.0 ± 1.6 years) were randomized to either an experimental (SSG+BFR; 100–130% of leg systolic pressure) or a control group (SSG; without BFR) and completed eight 3 vs. 3 player-SSG sessions over four weeks (4 sets of 3–4.5-min bouts; 3-min rest intervals). Peak aerobic power, Peak oxygen uptake [VO2peak], Wingate 30-s peak/mean power, lower-limb performance (back-squat 1RM, countermovement-jump [CMJ] height/power, T-test, 30-m sprint, repeated-sprint ability [RSA best/mean and decrement score]) were …

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Rethinking Remimazolam: Reconciling Regulatory Positioning With Clinical Reality, Theodora Wingert, J Robert Sneyd Jan 2026

Rethinking Remimazolam: Reconciling Regulatory Positioning With Clinical Reality, Theodora Wingert, J Robert Sneyd

More Faculty of Health Research

Goyal and colleagues share a large United States health system’s experience of 9431 cases of real-world remimazolam use, offering insight into current practice patterns, recovery times, and accurate adverse event rates. The authors report rapid recovery after remimazolam, including shorter time to post-anaesthesia care unit discharge readiness and faster return to baseline on the Richmond Agitation–Sedation Scale following flumazenil administration, with a critical event rate of 0.7%. Interesting practice patterns were observed, including frequent co-administration with other anaesthetics rather than as a sole agent. Although only licensed for procedural sedation in the United States, the authors reported extensive use of …

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Mapping The Role Of Occupational Therapy Within Primary Care Services: A Scoping Review, Katie-Mai Davies, Alison Warren, Sam Wakley Jan 2026

Mapping The Role Of Occupational Therapy Within Primary Care Services: A Scoping Review, Katie-Mai Davies, Alison Warren, Sam Wakley

School of Health Professions

Introduction:Occupational therapy is named a key profession within primary care, with growing demand due to an ageing population and increase of people living with long-term conditions. Despite this, occupational therapy within primary care remains an evolving, under researched area of practice. This scoping review explored the role of occupational therapy within primary care including the populations and interventions currently provided.Methods:The Joanna Briggs Institute (JBI) methodology for scoping reviews was followed with systematic searches conducted across CINAHL, PubMED and AMED databases with grey literature also sourced. The findings are presented in tabular format and analysed using descriptive statistics and frequency counts …

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A Feasibility Randomised Controlled Trial Of An Exergaming Device Aimed At Improving Mobility In Children With Cerebral Palsy, Rachel Rapson, Bernie Carter, Harriet Hughes, Jos M. Latour, Wendy Ingram, Jonathan Marsden Jan 2026

A Feasibility Randomised Controlled Trial Of An Exergaming Device Aimed At Improving Mobility In Children With Cerebral Palsy, Rachel Rapson, Bernie Carter, Harriet Hughes, Jos M. Latour, Wendy Ingram, Jonathan Marsden

School of Health Professions

Aim: A novel interactive exergaming device enables children with cerebral palsy (CP) to exercise whilst standing. A small study showed gains in ankle motion after training with the device. This study explores the feasibility of a community-based randomised controlled trial (RCT) using this device to improve mobility in children with CP (Registered ISRCTN80878394). Method: Fifteen children with CP Gross Motor Function Classification System (GMFCS) levels I-III were randomised 1:1 to either 10-weeks training with the device or usual care. Two potential primary outcome measures were assessed at 10-weeks with 20-week follow up: motion of the centre-of-mass estimate while stepping (Next …

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Connecting The Dots - Recognition Of Artificial And Natural Shapes Relies On Representing Points Of High Information, Gunnar Schmidtmann, Nicholas Baker, Kevin J. Lande, Filipp Schmidt Jan 2026

Connecting The Dots - Recognition Of Artificial And Natural Shapes Relies On Representing Points Of High Information, Gunnar Schmidtmann, Nicholas Baker, Kevin J. Lande, Filipp Schmidt

School of Health Professions

Physiological and psychophysical evidence suggests that the visual system represents object outlines using prominent curvature features, particularly regions of extreme curvature (convex maxima and concave minima). These curvature extrema often coincide with points of high informational content (“surprisal”), but this relationship is only correlational. It remains unclear whether the visual system explicitly encodes curvature extrema or instead prioritizes the most informative contour locations. To address this, we conducted two shape-matching experiments comparing the roles of curvature extrema and surprisal in shape representation. Observers performed match-to-sample tasks in which smooth reference shapes were matched to simplified polygonal versions created by connecting …

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Exploring The Acceptability Of Integrating Dietitians Into Primary Care Dental Services For Children, Lauren Hallewell, Raul Bescos, Zoe Brookes, Tracey Parkin, Robert Witton, Patricia Casas-Agustench Jan 2026

Exploring The Acceptability Of Integrating Dietitians Into Primary Care Dental Services For Children, Lauren Hallewell, Raul Bescos, Zoe Brookes, Tracey Parkin, Robert Witton, Patricia Casas-Agustench

School of Health Professions

BACKGROUND: Dental caries is a common childhood non-communicable disease strongly associated with high sugar intake. Beyond oral health, a poor diet can affect children's growth, development, and overall well-being. While dietary advice is central to preventive dental care, some primary care dental clinics have introduced body mass index (BMI) assessments and further dietary advice to address wider nutritional concerns in children. However, these efforts are often constrained by limited nutrition training, time constraints and concerns about sensitivity. Integrating dietitians into primary dental care may help overcome these barriers by enhancing dietary guidance, supporting broader nutritional needs and facilitating structured BMI …

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Defining Consensus‐Based Components For Integrating Dietitians Into Primary Dental Care For Paediatric Populations: A Delphi Study, Lauren Hallewell, Raul Bescos, Zoe Brookes, Robert Witton, Patricia Casas‐Agustench Jan 2026

Defining Consensus‐Based Components For Integrating Dietitians Into Primary Dental Care For Paediatric Populations: A Delphi Study, Lauren Hallewell, Raul Bescos, Zoe Brookes, Robert Witton, Patricia Casas‐Agustench

School of Health Professions

Background: Diet is a modifiable risk factor linking oral and systemic health, contributing to dental caries and weight-related outcomes (including underweight, overweight and obesity) in the paediatric population. However, dietary advice provided by dental professionals in primary dental care is often brief and sugar-focused, representing a missed opportunity to address shared risk factors. Integrating dietitians into primary dental care may support more holistic paediatric preventative care. Objective: To develop expert consensus on the components required to integrate dietitians into primary dental care to address diet as a common risk factor in paediatric oral health and weight-related outcomes. Methods: A three-round …

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Praxis: The Missing Theory To Practice Link In Maximising Early Childhood Science Opportunities, Pauline Roberts, Patricia R. Collins Jan 2026

Praxis: The Missing Theory To Practice Link In Maximising Early Childhood Science Opportunities, Pauline Roberts, Patricia R. Collins

Research outputs 2022 to 2026

Science teaching in early years contexts has been identified as deficient due to poor educator confidence, lack of content knowledge, or minimal opportunities being made available for science experiences. To identify strategies to counteract these factors, this study explored how these deficiencies are enacted in learning contexts by examining the beliefs and practices of educators across three early learning sites. The focus of this study was threefold: to gather the perception of educators in relation to early childhood science; explore the learning environments; and observe the interactions facilitated by the educators to develop scientific knowledge and skills for young children. …

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Prevalence Of Dementia In Selected Middle East And North Africa (Mena) Countries: A Systematic Review And Meta-Analysis, Mohsen Sedighi, Mohammad Hasan Shahabi, Alireza Amanollahi, Khurshid Alam, Soudabeh Shemehsavar, Zahra Shirzadi, Serena Sabatini, Ahmad R. Khatoonabadi, Matthew Prina, Akram A. Hosseini, Claire V. Burley, Jennifer Dunne, Simin Mahinrad, Iman Dajani, Ralph N. Martins, Blossom C.M. Stephan, Ali Chaari, Hamid R. Sohrabi Jan 2026

Prevalence Of Dementia In Selected Middle East And North Africa (Mena) Countries: A Systematic Review And Meta-Analysis, Mohsen Sedighi, Mohammad Hasan Shahabi, Alireza Amanollahi, Khurshid Alam, Soudabeh Shemehsavar, Zahra Shirzadi, Serena Sabatini, Ahmad R. Khatoonabadi, Matthew Prina, Akram A. Hosseini, Claire V. Burley, Jennifer Dunne, Simin Mahinrad, Iman Dajani, Ralph N. Martins, Blossom C.M. Stephan, Ali Chaari, Hamid R. Sohrabi

Research outputs 2022 to 2026

Data on dementia epidemiology in the Middle East and North Africa (MENA) region is limited. This systematic review and meta-analysis examined dementia prevalence across MENA. Databases were searched up to October 2024. Analyses were stratified by country and sex. Pooled prevalence was estimated using a random-effects model with a 95% confidence interval (CI). Fifty-two studies on the selected countries met inclusion criteria, covering 87,219 individuals with dementia from a total population of 1,045,908. The pooled prevalence was 12.16% (95% CI: 9.61–14.96) for the region and the Israel had the highest prevalence (17.00%), followed by Iran (13.20%), Turkey (11.40%), Saudi Arabia …

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Rapid Classification And Quality Assessment Of Citrus Essential Oils Via Machine-Learning-Assisted Raman Spectroscopy, Yong Xuan Hong, Jia Wei Tang, Jie Chen, Yun Yun Xie, Zhang Wen Ma, Qing Hua Liu, Liang Wang Jan 2026

Rapid Classification And Quality Assessment Of Citrus Essential Oils Via Machine-Learning-Assisted Raman Spectroscopy, Yong Xuan Hong, Jia Wei Tang, Jie Chen, Yun Yun Xie, Zhang Wen Ma, Qing Hua Liu, Liang Wang

Research outputs 2022 to 2026

Citrus essential oils (EOs) require accurate identification and assessment to ensure authenticity and consistency. However, conventional techniques such as gas chromatography (GC) and mass spectrometry (MS) are time-consuming and expensive, highlighting the need for novel analytical methods. This study proposes an approach for EOs detection using Raman spectroscopy (RS) combined with machine learning (ML) algorithms. Six citrus EOs underwent an evaporation experiment, with Raman spectra collected at five time points and GC-MS was used to analyze compositional changes at the starting and ending points of evaporation as a standard reference. Five ML algorithms were developed to identify differences among EOs …

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Sparse Gradient Training For Recommender Systems, Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Jianxin Li, Hongzhi Yin Jan 2026

Sparse Gradient Training For Recommender Systems, Yunke Qu, Liang Qu, Tong Chen, Xiangyu Zhao, Jianxin Li, Hongzhi Yin

Research outputs 2022 to 2026

Recommender systems are widely applied in numerous online platforms such as shopping and social media platforms. They typically utilize large embedding tables that map users and items to dense vectors of uniform sizes. As the number of users and items continues to grow, this design leads to significant memory consumption and computational inefficiencies. This challenge is particularly pronounced in scenarios such as federated learning, where model parameters are updated locally on edge devices with limited computational resources before being transmitted to a central server for aggregation. Numerous approaches have been proposed to address this issue, among which embedding pruning methods …

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User Experience In Virtual Self-Disclosure: Appraising Natural, Urban, And Artificial Vr Environments, Shane L. Rogers, Tasha Canes, Alexis Pallister Jan 2026

User Experience In Virtual Self-Disclosure: Appraising Natural, Urban, And Artificial Vr Environments, Shane L. Rogers, Tasha Canes, Alexis Pallister

Research outputs 2022 to 2026

Featured Application: This study informs the design of virtual environments for therapeutic and emotionally meaningful conversations delivered through VR platforms. The findings show that nature-themed environments, particularly virtual blue spaces, can enhance users’ comfort and calmness when disclosing personal experiences. These results can guide developers of VR counselling systems, digital mental-health tools, and conversational-agent platforms in selecting or tailoring virtual environments that promote psychological safety and ease of communication. Virtual reality (VR) offers new opportunities for delivering psychologically meaningful conversations in digitally mediated settings. This study examined how environmental designs influence user experience during emotionally relevant self-disclosure. Fifty university students …

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The Nature Of Agency: Designing Agentic Systems Using A Biomimetic Lens, Tegwen Malik, Laurie Hughes, Yogesh K. Dwivedi, Natalie De Mello, Igor Barahona, Il Jeon Jan 2026

The Nature Of Agency: Designing Agentic Systems Using A Biomimetic Lens, Tegwen Malik, Laurie Hughes, Yogesh K. Dwivedi, Natalie De Mello, Igor Barahona, Il Jeon

Research outputs 2022 to 2026

Purpose: This paper aims to explore how biomimetic principles can inform governance models for agentic artificial intelligence (AI) systems, autonomous, adaptive entities that challenge traditional oversight frameworks. It argues that nature-inspired governance offers a dynamic alternative to static, compliance-based models. Design/methodology/approach: This study adopts a conceptual viewpoint approach. It synthesizes literature on AI governance, systems theory and biomimicry, applying thematic analysis to existing frameworks and mapping identified gaps to five natural principles: symmetry, fractals, cymatic feedback, self-organization and phase transitions. Findings: Current governance frameworks lack mechanisms for managing emergent behaviors and distributed agency in agentic AI. The proposed biomimetic lens …

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Tour Guide Research Revisited: A Thematic Synthesis And Future Directions, Zhicheng Yu, Songshan (Sam) Huang, Jiqing Deng, Wenling Zhou, Zhiyong Li Jan 2026

Tour Guide Research Revisited: A Thematic Synthesis And Future Directions, Zhicheng Yu, Songshan (Sam) Huang, Jiqing Deng, Wenling Zhou, Zhiyong Li

Research outputs 2022 to 2026

Purpose: Existing knowledge on tour guiding is fragmented, which limits the understanding of this important profession. This paper aims to critically examine the progress of tour guide research, identify key theoretical tensions and propose future research directions based on a systematic synthesis of existing knowledge. Design/methodology/approach: A thematic analysis was conducted on 267 papers retrieved from the Web of Science Core Collection, Scopus and Google Scholar databases. Papers were systematically coded, categorized into themes and integrated into a framework that represents relationships among key themes in tour guide research. Findings: The analysis generated an integrated framework consisting of nine interrelated …

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Aerobic Exercise Increases Brain-Derived Neurotrophic Factor (Bdnf) In Sub-Acute Stroke: A Randomized Controlled Trial, Christopher P. Mackay, Suzanne Kuys, Mia Schaumberg, Li Ann Leow, Sandy Brauer Jan 2026

Aerobic Exercise Increases Brain-Derived Neurotrophic Factor (Bdnf) In Sub-Acute Stroke: A Randomized Controlled Trial, Christopher P. Mackay, Suzanne Kuys, Mia Schaumberg, Li Ann Leow, Sandy Brauer

Research outputs 2022 to 2026

Background: Brain-derived neurotrophic factor (BDNF) is a key neurotrophin due to its role in neuron process outgrowth, plasticity, and neuronal survival. Aerobic exercise can induce BDNF release and may ultimately maximize post-stroke recovery. Objectives: This study aimed to determine if a program of moderate-to-high-intensity aerobic exercise increased concentrations of BDNF in subacute stroke survivors compared to usual care. Methods: A parallel-group, RCT was undertaken in people with subacute stroke undergoing rehabilitation. Participants were randomly allocated to usual care (control group) or usual care plus an 8-week program of moderate-high intensity treadmill walking (3 x 30 min sessions per week) (experimental …

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Developing Consumer Consensus On Remote Assessment And Management Of Physical Function In Older Adults (Ramp): International Modified Delphi Process, Elsa Dent, Christopher Hurst, Jack Dalla Via, Jackson J. Fyfe, Paul Jansons, Eleanor J. Hayes, Gary Skinner, Marc Sim, Mylene Aubertin-Leheudre, Sabine Britting, Fanny Buckinx, Gavin Connolly, Lora Giangregorio, Jennifer R.A. Jones, Pauline Kelly, Robert Kob, Suzanne N. Morin, Girish Nandakumar, Lucas B.R. Orssatto, Maria Pearson, Daniel Pinto, Esmee M. Reijnierse, Catherine M. Said, Mohamed Salem, Vina P.S. Tan, Rosanna Tran Jan 2026

Developing Consumer Consensus On Remote Assessment And Management Of Physical Function In Older Adults (Ramp): International Modified Delphi Process, Elsa Dent, Christopher Hurst, Jack Dalla Via, Jackson J. Fyfe, Paul Jansons, Eleanor J. Hayes, Gary Skinner, Marc Sim, Mylene Aubertin-Leheudre, Sabine Britting, Fanny Buckinx, Gavin Connolly, Lora Giangregorio, Jennifer R.A. Jones, Pauline Kelly, Robert Kob, Suzanne N. Morin, Girish Nandakumar, Lucas B.R. Orssatto, Maria Pearson, Daniel Pinto, Esmee M. Reijnierse, Catherine M. Said, Mohamed Salem, Vina P.S. Tan, Rosanna Tran

Research outputs 2022 to 2026

Background: Remote health care delivery, including the use of digital health interventions, is emerging as a tool for assessing and managing physical function, but its design and implementation often overlook the needs and preferences of older adult end users. Objective: The primary aim of this modified Delphi process was to develop consumer consensus on preferences for remote assessment and management of physical function in older adults. Methods: Research and consumer experts of the Remote Assessment and Management of Physical Function in Older Adults (RAMP) Working Group co-developed the Round 1 Delphi survey, which was advertised to consumers (adults aged ≥60 …

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