Digital Commons Network^™

Designing A Mobile App For Post Traumatic Stress Disorder: Insights From Lived Experience And Clinical Practice, Rohit Shankar, Richard Laugharne, Michael Loizou, Marius Varga, Sivia Lin, Bojana Daw Srdanovic, Roger Farrell

Peninsula Medical School

Post-traumatic stress disorder (PTSD) is a disabling anxiety disorder precipitated by severe trauma. Many people with this condition have little access to clinical interventions, especially in low-middle-income countries. For the development of any digital health intervention, it is vital to know the opinions of PLE and clinicians to guide the developers. We conducted two focus groups, one with clinicians (n = 5) and one with people with lived experience (PLE) (n = 11), to gain knowledge of their views on the development of a PTSD App. Transcripts of both focus groups were coded and thematically analysed. The key themes that …

From Predictions To Explanations: Explainable Ai For Autism Diagnosis And Identification Of Critical Brain Regions: 18th International Joint Conference, Biostec 2025, Kush Gupta, Amir Aly, Emmanuel Ifeachor, Rohit Shankar

School of Engineering, Computing and Mathematics

Autism spectrum disorder (ASD) is a neurodevelopmentalcondition characterized by atypical brain maturation. However, the adaptationof transfer learning paradigms in machine learning for ASD researchremains notably limited. In this study, we propose a computeraideddiagnostic framework with two modules. This chapter presents atwo-module framework combining deep learning and explainable AI forASD diagnosis. The first module leverages a deep learning model finetunedthrough cross-domain transfer learning for ASD classification. Thesecond module focuses on interpreting the model’s decisions and identifyingcritical brain regions. To achieve this, we employed three explainableAI (XAI) techniques: saliency mapping, Gradient-weighted Class ActivationMapping, and SHapley Additive exPlanations (SHAP) analysis.This framework demonstrates that …

Biocompatibility Of Silver And Hydroxyapatite Antimicrobial Nanocoatings On Titanium Alloy Dental Implants With Human Gingival Fibroblasts, S Morgan, R D Handy, V M Salih, R N Salaie, C J Tredwin, A Besinis

School of Engineering, Computing and Mathematics

OBJECTIVES: Peri-implantitis compromises soft and hard tissues around dental implants, often leading to implant failure. Antibacterial nanocoatings offer a promising infection control strategy, but maintaining biocompatibility is essential. This study investigated, through a range of assays and analytical techniques, the biocompatibility of antimicrobial silver and hydroxyapatite (HA) nanocoatings applied to titanium implants with human gingival fibroblasts (HGFs).

METHODS: Silver and hydroxyapatite nanocoatings were applied to the surface of titanium alloy specimens using electroplating, deposition and sintering techniques. The biocompatibility of the nanocoatings with HGFs was assessed by measuring cell metabolic activity (alamarBlue), lactate dehydrogenase (LDH) release, collagen production (Sircol assay), …

Barriers To Adherence To Standard Precautions Among Community Health Workers: A Scoping Review, Margaret D. Adejumo, Melanie Baker, Davina Porock

Research outputs 2022 to 2026

Aim: This review aims to map available evidence on the adherence level and barriers to standard precautions among home-based community health workers. Methods: A scoping review using the JBI protocol searched multiple databases (Medline, CINAHL, PsycINFO and Web of Science) as well as Google Scholar for published articles on standard precaution practices of community health workers during home visits. Search terms included “standard precautions”, “guideline adherence”, “community health” and “home care”. Two-stage screening (title/abstract and full-text) was conducted to select relevant articles. Results: Eight eligible studies yielded three major themes: home environment context, individual factors and organisational factors. Findings indicated …

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 …

From Perspectival Myopia To Professional Transformation: An Autoethnographic Retrospection Of A High School Principal From Nepal, Shankar Dhakal, Geoffrey W. Lummis, Andrew Jones

Research outputs 2022 to 2026

This paper presents a re-storied account of my (lead author) decade-long (2007–2017) professional journey as a high school principal in diverse educational settings in Nepal. Using an autoethnographic approach, I have theorized my leadership transformation approaches through professional storytelling, employing critical reflexivity to trace intimate leadership experiences where authoritarian approaches to leadership, disparities, and inequalities in schools run rampant. My perspectival myopia, professional vulnerabilities, and the discrepancies between my leadership ideals and behaviors resulted in issues such as perceptions of disengagement, underperformance, and dissatisfaction on the receiving end, prompting me to contemplate professional transformation. While outlining several significant steps and …

Reflections From A Community Capacity Building Forum To Support People Bereaved By Suicide, Colleen Carlon, Jacquie Tarrant, Marie Eckersley, Priscilla Vindin

Research outputs 2022 to 2026

An estimated half the population may be impacted by suicide loss. The combination of grief and trauma makes the experience particularly complex. Recognised as the most stigmatised of all sudden losses people bereaved by suicide are in sociocultural contexts that disrupt constructive grief processes and create barriers for help seeking and supportive responses. Effecting change in this context poses a significant health promotion challenge. Social workers in the South West Region of Western Australia sought to develop and deliver a unique postvention approach aimed at strengthening the self-support capacity of people bereaved by suicide while building broader community capacity for …

A Comprehensive Review Of Cyber Security And Current Practices In Global Mining Critical Infrastructure, Abu Barkat Ullah, Wanli Ma, Mohiuddin Ahmed, Bazlur Rashid, Munir Ahmad Saeed, Omer Arshad, Utkarsh Raghav

Research outputs 2022 to 2026

The purpose of the study is to explore the reasons behind the low uptake of Information Security Management Standards (ISMS), Asset Management, and Business Continuity Plans despite increasing cyber threats to the mining sector. Mining companies need to modernize and automate to keep up with the ‘Fourth Industrial Revolution’, driven by disruptive technology, forcing systems and technologies to become more integrated, increasing cyber attack threats. To address this, we conducted a literature review analyzing the mining industry across various regions. The research is based on a qualitative analysis of diversified literature. The results highlighted factors behind the low uptake of …

Christianity As Coping Mechanisms For Migrants With Mental Health Challenges In Australia: Social Work Implications, Obed Adonteng-Kissi, Nnaemeka Meribe, Kathomi Gatwiri, Lillian Mwanri, Agness Tembo, Frank Darkwa Baffour, Edith N. Botchway-Commey, Aunty Kerrie Doyle, David Chisanga, Ahmed A. Moustafa, Uchechukwu Levi Osuagwu

Research outputs 2022 to 2026

Christian religion may be a powerful resource that can serve as a coping mechanism to resolve challenges and provide comfort to African migrants confronted with mental health challenges. We aimed to explore the coping strategies among African migrants in Australia. We undertook semi-structured interviews online with 11 participants with African backgrounds, comprising six mental health clinicians and five migrant service users living in Australia for at least the past 12 months. Literature exploring religious coping mechanisms, social support and acculturation was drawn on. The interviews were undertaken online via Teams, WhatsApp call, and zoom with participants whom we recruited through …

The Hows And Whys Of Gendered Grouping Practices In Primary Physical Education In England, Shaun D. Wilkinson, Annette Stride, Dawn Penney

Research outputs 2022 to 2026

Background: Single- and mixed-sex grouping have long been a focus of attention in physical education (PE) and are matters often at the fore of discussions about curriculum planning, teaching, and learning. Nonetheless, there remains little consensus or guidance on which approach (or combination of approaches) should be preferred in PE in primary and secondary schools in England. Further, while single- and mixed-sex grouping have been extensively researched in PE in secondary schools, hitherto there remains an absence of research examining these practices in PE in primary schools. This research sought to address gaps in the literature to build a stronger …

Gastronomy Tourism Destinations: Developing A Scale To Measure Tourists’ Perceived Attributes, Ganghua Chen, Jingmei Xu, Songshan (Sam) Huang

Research outputs 2022 to 2026

Purpose: This study emphasizes the growing significance of destination attributes in shaping the experiences and behaviours of gastronomy and culinary tourists. Understanding both core and complementary attributes of a gastronomy tourism destination is crucial for its sustainable development. However, there is a lack of a reliable measurement for tourists’ perceived attributes of gastronomy tourism destinations (PAGTD). Therefore, the purpose of this study is to develop a scale to measure tourists’ PAGTD. Design/methodology/approach: The study systematically followed the scale development and validation process, using three samples (Sample 1, n = 200; Sample 2, n = 204; and Sample 3, n = …

The “Green Persuasion Effect” Of Negative Messages: How And When Message Framing Influences Tourists’ Environmentally Responsible Behavior, Xuehuan He, Chengzhi Ye, Songshan Huang, Lujun Su

Research outputs 2022 to 2026

Tourist activities may harm the environment, making tourists’ environmentally responsible behavior particularly important in tourism research. This research investigates the persuasion effect of message framing in environmental protection reminders on environmentally responsible behavior. Through five studies employing both field and controlled experiments and different measures of environmentally responsible behavior across varied tourism scenarios, we demonstrate that negatively (vs. positively) framed messages more effectively increase environmentally responsible behavior. Specifically, negatively framed messages are more effective in enhancing tourists’ environmental awareness, which triggers more environmentally responsible behavior. Furthermore, we identify social class as a moderator of message framing effectiveness, showing that negatively …

The Power Of Role-Modelling: White Teacher Educators Normalising Anti-Racism And Cultural Reflexivity For White Pre-Service Teachers, Mary-Anne Macdonald, Sarah Booth, Helen Mills, Robert Somerville

Research outputs 2022 to 2026

Every child has a right to feel culturally safe in schools, yet for countless Indigenous students this is not the case. Many White pre-service teachers in Australia enter initial teacher education with a limited understanding of racial identity, Indigenous knowledge or White anti-racism. This autoethnographic study applies Social Cognitive Theory and the Theory of Planned Behaviour to understand the role of the White teacher educator in racial conscientisation of White pre-service teachers. We examine how White teacher confidence in enacting anti-racist behaviours builds when White teacher educators role-model the professional approaches which White teachers can use to teach about race …

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

Research outputs 2022 to 2026

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

Stakeholder Perceptions Of The Feasibility Of E-Portfolio-Based Assessment Of Physical Literacy In Primary Health And Physical Education, Jaxon Hogan, Dawn Penney, Eibhlish O’Hara, Joseph Scott

Research outputs 2022 to 2026

Background: Physical literacy (PL) is widely acknowledged as an integral component of high-quality physical education programmes. However, what constitutes appropriate assessment of PL remains a contested issue. This study drew on Whitehead’s conceptualisation of PL as a lifelong journey and investigated how primary school teachers can support students’ PL learning through innovative and engaging assessment methods. The study specifically examined the feasibility of using e-portfolios to facilitate quality PL learning and quality assessment in Physical Education (PE), from different stakeholder perspectives. Methods: This interpretive study employed a qualitative design and methods to investigate aspects of feasibility with three purposive participant …