Digital Commons Network^™

Case Report: Sex-Specific Characteristics Of Epilepsy Phenotypes Associated With Xp22.31 Deletion: A Case Report And Review, Yi Wu, Dan Wu, Yulong Lan, Shaocong Lan, Duo Li, Zexin Zheng, Hongwu Wang, Lian Ma

Research outputs 2022 to 2026

Deletion in the Xp22.31 region is increasingly suggested to be involved in the etiology of epilepsy. Little is known regarding the genomic and clinical delineations of X-linked epilepsy in the Chinese population or the sex-stratified difference in epilepsy characteristics associated with deletions in the Xp22.31 region. In this study, we reported two siblings with a 1.69 Mb maternally inherited microdeletion at Xp22.31 involving the genes VCX3A, HDHD1, STS, VCX, VCX2, and PNPLA4 presenting with easily controlled focal epilepsy and language delay with mild ichthyosis in a Chinese family with a traceable 4-generation history of skin ichthyosis. Both brain magnetic resonance …

Challenges To Delivering University Health-Based Work-Integrated Learning To Students With A Disability: A Scoping Review, Tanya Lawlis, Tamieka Mawer, Lesley Andrew, Thomas Bevitt

Research outputs 2022 to 2026

Students with disability experience numerous challenges when engaging in Work-Integrated Learning (WIL). Successful WIL requires stakeholder collaboration to provide an equitable and relevant WIL experience. Stakeholder disparity around disclosure, accommodations, poor attitudes, and behaviours result in negative WIL experiences for students with disability. Understanding stakeholder preparedness and capabilities, in particular host organisations, is key to providing equitable WIL opportunities. Searches of five electronic databases (CINAHL, PubMed, Embase/Scopus, A + Education Informit and Web of Science) were conducted. Twenty-one peer-reviewed articles published between 2005 and 2022 were included in the review. Four themes were identified: Disclosure of the disability; University staff …

Artificial Intelligence And Precision Health Through Lenses Of Ethics And Social Determinants Of Health: Protocol For A State-Of-The-Art Literature Review, Sarah Wamala-Andersson, Matt X. Richardson, Sara Landerdahl Stridsberg, Jillian Ryan, Felix Sukums, Yong-Shian Goh

Research outputs 2022 to 2026

Background: Precision health is a rapidly developing field, largely driven by the development of artificial intelligence (AI)–related solutions. AI facilitates complex analysis of numerous health data risk assessment, early detection of disease, and initiation of timely preventative health interventions that can be highly tailored to the individual. Despite such promise, ethical concerns arising from the rapid development and use of AI-related technologies have led to development of national and international frameworks to address responsible use of AI. Objective: We aimed to address research gaps and provide new knowledge regarding (1) examples of existing AI applications and what role they play …

Social Studies And History Curriculum Assessment In Colleges Of Education In Ghana: Reflective Practices Of Teacher Educators, Bernice Oteng, Ronald Osei Mensah, Pearl Adiza Babah, Enock Swanzy-Impraim

Research outputs 2022 to 2026

Assessment is a crucial and essential component of successful instruction and learning. As a result, teachers must examine their actions in the classroom through a process of reflective practices (self-observation and self-evaluation) and think about why they do it and if it works. This essay examines the reflective practices of Ghanaian teacher educators regarding the evaluation of social studies and history curricula. It made use of the sequential explanatory mixed method as a methodology drawn from questionnaires, interviews and document reviews. The findings disclosed that teacher educators in Ghana’s colleges of education have low efficacy and poor reflective practices when …

An Updated Systematic Review Of Stroke Clinical Practice Guidelines To Inform Aphasia Management, Bridget Burton, Megan Isaacs, Emily Brogan, Kirstine Shrubsole, Monique F. Kilkenny, Emma Power, Erin Godecke, Dominique A. Cadilhac, David Copland, Sarah J. Wallace

Research outputs 2022 to 2026

Background: Aphasia is a common consequence of stroke, and people who live with this condition experience poor outcomes. Adherence to clinical practice guidelines can promote high-quality service delivery and optimize patient outcomes. However, there are currently no high-quality guidelines specific to post-stroke aphasia management. Aims: To identify and evaluate recommendations from high-quality stroke guidelines that can inform aphasia management. Summary of review: We conducted an updated systematic review in accordance with PRISMA guidelines to identify high-quality clinical guidelines published between January 2015 and October 2022. Primary searches were performed using electronic databases: PubMed, EMBASE, CINAHL, and Web of Science. Gray …

Identification And Validation Of Igg N-Glycosylation Biomarkers Of Esophageal Carcinoma, Huiying Pan, Zhiyuan Wu, Haiping Zhang, Jie Zhang, Yue Liu, Zhiwei Li, Wei Feng, Guiqi Wang, Yong Liu, Deli Zhao, Zhiyi Zhang, Yuqin Liu, Zhe Zhang, Xiangtong Liu, Lixin Tao, Yanxia Luo, Xiaonan Wang, Xinghua Yang, Feng Zhang, Xia Li, Xiuhua Guo

Research outputs 2022 to 2026

Introduction: Altered Immunoglobulin G (IgG) N-glycosylation is associated with aging, inflammation, and diseases status, while its effect on esophageal squamous cell carcinoma (ESCC) remains unknown. As far as we know, this is the first study to explore and validate the association of IgG N-glycosylation and the carcinogenesis progression of ESCC, providing innovative biomarkers for the predictive identification and targeted prevention of ESCC. Methods: In total, 496 individuals of ESCC (n=114), precancerosis (n=187) and controls (n=195) from the discovery population (n=348) and validation population (n=148) were recruited in the study. IgG N-glycosylation profile was analyzed and an ESCC-related glycan score was …

Cybersecurity Knowledge Graphs, Leslie Sikos

Research outputs 2022 to 2026

Cybersecurity knowledge graphs, which represent cyber-knowledge with a graph-based data model, provide holistic approaches for processing massive volumes of complex cybersecurity data derived from diverse sources. They can assist security analysts to obtain cyberthreat intelligence, achieve a high level of cyber-situational awareness, discover new cyber-knowledge, visualize networks, data flow, and attack paths, and understand data correlations by aggregating and fusing data. This paper reviews the most prominent graph-based data models used in this domain, along with knowledge organization systems that define concepts and properties utilized in formal cyber-knowledge representation for both background knowledge and specific expert knowledge about an actual …

Informal Sport And (Non)Belonging Among Hazara Migrants In Australia, Ramón Spaaij, Jonathan Magee, Ruth Jeanes, Dawn Penney, Justen O’Connor

Research outputs 2022 to 2026

Sport participation can offer migrants a modality to connect with dominant cultural norms and potentially foster interculturalism, yet it is often fraught with exclusion. Little is known about how informal sports that migrants have introduced into countries of resettlement affect their (non)belonging. Drawing on qualitative fieldwork over a 14-month period, this article examines how Hazara men’s involvement in the ethno-specific informal sport of sangarag influences their post-migration experiences of (non)belonging in Australia. The findings indicate that Hazara men’s construction of sangarag as a space and resource for belonging needs to be understood as a response to the challenging circumstances they …

Normal Redefined: Exploring Decontextualization Of Lorises (Nycticebus & Xanthonycticebus Spp.) On Social Media Platforms, Luke F. Quarles, Kim Feddema, Marco Campera, K. A.I. Nekaris

Research outputs 2022 to 2026

Introduction: Decontextualization is a concept from psychology whereby new words are learned outside of the context of the here-and-now. Decontextualized language is used for discussing abstract concepts and is crucial to the development of academic language. When it comes to images, a dearth of context can lead to a lack of clarity, such as the use of ambiguous decontextualized images in environmental communication, leading to the promotion of greenwashing. Here we refer to decontextualization as the removal of wildlife from their wild ecological context. Images and videos of globally threatened species are increasingly popular on social media. Showing such taxa …

Population Genetic Structure Associated With A Landscape Barrier In The Western Grasswren (Amytornis Textilis Textilis), Aline Gibson Vega, Michelle L. Hall, Amanda Ridley, Saul J. Cowen, Amy L. Slender, Allan H. Burbidge, Marina Louter, W. Jason Kennington

Research outputs 2022 to 2026

Dispersal patterns can dictate genetic population structure and, ultimately, population resilience, through maintaining gene flow and genetic diversity. However, geographical landforms, such as peninsulas, can impact dispersal patterns and thus be a barrier to gene flow. Here, we use 13 375 genome-wide single-nucleotide polymorphisms (SNPs) to evaluate genetic population structure and infer dispersal patterns of the Western Grasswren Amytornis textilis textilis (WGW, n = 140) in the Shark Bay region of Western Australia. We found high levels of genetic divergence between subpopulations on the mainland (Hamelin) and narrow peninsula (Peron). In addition, we found evidence of further genetic sub-structuring within …

Profiling Ambivalence In The Context Of Nonsuicidal Self-Injury, Nicole Gray, Hannah Uren, Ethan James Pemberton, Mark Boyes

Research outputs 2022 to 2026

Background: We aimed to identify profiles of ambivalence among individuals with a history of non-suicidal self-injury (NSSI) and tested whether profiles differed across various theoretically informed constructs: NSSI-related characteristics, cognitive (outcome expectancies, self-efficacy to resist NSSI), emotional (psychological distress, difficulties in emotion regulation), personality, and incentives to engage/not engage in NSSI. Methods: Individuals with a lifetime history of NSSI (n = 224) reported the extent to which they wanted to and did not want to engage in NSSI and completed well-validated measures of the constructs of interest. Results: Latent profile analysis indicated four ambivalence profiles (avoid: n = 39; moderately …

The Impact Of Pandemics On Healthcare Providers' Workloads: A Scoping Review, Gemma Doleman, Annemarie De Leo, Dianne Bloxsome

Research outputs 2022 to 2026

Aims: To review and synthesize available evidence exploring the impact of pandemics on direct healthcare providers' workloads in the acute care setting. Design: Scoping review. Data Sources: A review of English research articles published up to August 2022 that examined the impact of pandemics on healthcare providers’ workloads was undertaken. Studies were identified by searching four electronic databases: Medline (EBSCO), CINAHL (EBSCO), Web of Science and PsychInfo (EBSCO). Fifty-five studies met the inclusion criteria. Review Methods: The review followed the Preferred Reporting Items for Systematic Reviews and Meta-analyses Scoping Review checklist. Results: Healthcare workers experience an increase in workload pressures …

The Voice Of Lived Experience Guiding Impactful Change In Edith Cowan University's Whole-Of-Institution Approach To Mental Health, Susan Edgar, Fiona Navin

Research outputs 2022 to 2026

This case study presents the background to the establishment of Edith Cowan University (ECU)’s Student and Staff Mental Health Strategy 2021-2024 as well as the early stages of its implementation. The value of lived experience storytelling is explored, including its role in recovery programs in the mental health sector and early examples of its use in higher education health promotion initiatives. ECU’s experience adopting the Lived Experience Project is presented, including examples of how student voices have been incorporated within a range of strategic initiatives during the Foundation Phase of the University’s Mental Health Strategy. Future uses are also considered …

Unseen Inequities: The Role Of Leadership In Addressing Structural Barriers To Education In Australian Universities, Braden Hill

Research outputs 2022 to 2026

The lack of diversity in leadership positions within the Australian university sector has been a persistent issue, with predominantly older, white, male leaders holding power and shaping the future of higher education. While student demographics have become more diverse, the leadership of academic institutions has not kept pace with these changes. Therefore, as student expectations and attitudes change, university communities are encouraged to (re)consider their commitment to proactively addressing the structural inequalities that continue to impact the journeys of the students we seek to serve. Nevertheless, activist universities—those that proactively and visibly seek to lead on matters of socio-political importance—are …

Why Do Employees Respond Differently To Corporate Social Responsibility? A Study Of Substantive And Symbolic Corporate Social Responsibility, Mehran Nejati, Azadeh Shafaei Darastani

Research outputs 2022 to 2026

Corporate social responsibility (CSR) plays an increasingly significant role in business and can impact organizational performance and sustainability. However, the degree to which stakeholders see the organization as legitimate may depend on the perceived authenticity of CSR processes and practices. As internal stakeholders, employees have a strong influence on organizational outcomes. CSR, in turn, has been found to positively influence several employee outcomes. To examine the mechanisms of this relationship, this study questioned when and how CSR enhances employees' perceptions and results in affective commitment. Drawing on a time-lagged sample of 317 full-time employees in Australia, we found that substantive …

Mapping The Research Trends On Social Media In The Hospitality Sector From 2010 To 2020, Eunjung Kim, Alexander Rolfe Best, Kijung Choi

Research outputs 2022 to 2026

Purpose: This study undertakes a systematic review of the literature to gain insight into existing studies on hospitality in social media and provide an update on current trends and themes in scholarship. Design: This study employs the systematic literature review to identify, evaluate, and synthesize the existing literature. Methodology: A total of 165 papers published between 2010–2020 were examined using content analysis and Leximancer. Approach: This review uses a hybrid review structure that incorporates structured reviews and narrative elements supported by Leximancer analysis. Findings: The review highlights the theories and methods used, research fields and perspectives, and key research topics …

A National Survey Of Ability Grouping Practices In Secondary School Physical Education In England, Shaun D. Wilkinson, Dawn Penney

Research outputs 2022 to 2026

This research sought to generate large-scale yet sophisticated data relating to ability grouping practices in physical education (PE) in secondary schools in England, with the intent of extending knowledge of the various ability grouping practices being adopted within and across schools. The prevalence of particular ability grouping practices, processes associated with their application, and factors influencing their use and non-use were explored. Data were collected via a web-based survey of all (3197 at the time of study) mainstream state-funded secondary schools in England. A total of 903 responses were received, giving a response rate of 28.2%. The findings reveal that …

A Review Of Multi-Factor Authentication In The Internet Of Healthcare Things, Tance Suleski, Mohiuddin Ahmed, Wencheng Yang, Eugene Wang

Research outputs 2022 to 2026

Objective: This review paper aims to evaluate existing solutions in healthcare authentication and provides an insight into the technologies incorporated in Internet of Healthcare Things (IoHT) and multi-factor authentication (MFA) applications for next-generation authentication practices. Our review has two objectives: (a) Review MFA based on the challenges, impact and solutions discussed in the literature; and (b) define the security requirements of the IoHT as an approach to adapting MFA solutions in a healthcare context. Methods: To review the existing literature, we indexed articles from the IEEE Xplore, ACM Digital Library, ScienceDirect, and SpringerLink databases. The search was refined to combinations …

Microscale Pollen Release And Dispersal Patterns In Flowering Grass Populations, Carl A. Frisk, Godfrey P. Apangu, Geoffrey M. Petch, Simon Creer, Mary Hanson, Beverley Adams-Groom, Carsten A. Skjøth

Research outputs 2022 to 2026

Characterizing pollen release and dispersion processes is fundamental for knowledge advancement in ecological, agricultural and public health disciplines. Understanding pollen dispersion from grass communities is especially relevant due to their high species-specific allergenicity and heterogeneously distributed source areas. Here, we aimed to address questions concerning fine level heterogeneity in grass pollen release and dispersion processes, with a focus on characterizing the taxonomic composition of airborne grass pollen over the grass flowering season using eDNA and molecular ecology methods. High resolution grass pollen concentrations were compared between three microscale sites ( < 300 m apart) in a rural area in Worcestershire, UK. The grass pollen was modelled with local meteorology in a MANOVA (Multivariate ANOVA) approach to investigate factors relevant to pollen release and dispersion. Simultaneously, airborne pollen was sequenced using Illumina MySeq for metabarcoding, analysed against a reference database with all UK grasses using the R packages DADA2 and phyloseq to calculate Shannon's Diversity Index ( -diversity). The flowering phenology of a local Festuca rubra population was observed. We found that grass pollen concentrations varied on a microscale level, likely attributed to local topography and the dispersion distance of pollen from flowering grasses in local source areas. Six genera (Agrostis, Alopecurus, Arrhenatherum, Holcus, Lolium and Poa) dominated the pollen season, comprising on average 77 % of the relative abundance of grass species reads. Temperature, solar radiation, relative humidity, turbulence and wind speeds were found to be relevant for grass pollen release and dispersion processes. An isolated flowering Festuca rubra population contributed almost 40 % of the relative pollen abundance adjacent to the nearby sampler, but only contributed 1 % to samplers situated 300 m away. This suggests that most emitted grass pollen has limited dispersion distance and our results show substantial variation in airborne grass species composition over short geographical scales.

“I Tell My Brothers That It Can Be Done”: Indigenous Males Navigating Elite Australian Higher Education, Garth Stahl, James A. Smith, Andrew Harvey, Braden Hill, Himanshu Gupta, Sam Moore, Jianing Wang

Research outputs 2022 to 2026

As Australian higher education grapples with its colonial history, there has been significant attention to recruiting Indigenous students. However, while we have seen increases in Indigenous participation, males lag significantly behind. Very few Indigenous males enter university and even fewer enter the upper echelons of the stratified higher education sector. In this paper, we investigate the experiences of four Indigenous young men who attended an elite Australian higher education institution. Central to our analysis is how their identities are realised in relation to their sense of Indigeneity and Western ways of knowing, being and doing. In capturing the complex identity …

Physiology Of Stretch-Mediated Hypertrophy And Strength Increases: A Narrative Review, Konstantin Warneke, Lars H. Lohmann, Camila D. Lima, Karsten Hollander, Andreas Konrad, Astrid Zech, Masatoshi Nakamura, Klaus Wirth, Michael Keiner, David G. Behm

Research outputs 2022 to 2026

Increasing muscle strength and cross-sectional area is of crucial importance to improve or maintain physical function in musculoskeletal rehabilitation and sports performance. Decreases in muscular performance are experienced in phases of reduced physical activity or immobilization. These decrements highlight the need for alternative, easily accessible training regimens for a sedentary population to improve rehabilitation and injury prevention routines. Commonly, muscle hypertrophy and strength increases are associated with resistance training, typically performed in a training facility. Mechanical tension, which is usually induced with resistance machines and devices, is known to be an important factor that stimulates the underlying signaling pathways to …

Closing Pit Lakes As Aquatic Ecosystems: Risk, Reality, And Future Uses, Mark A. Lund, Melanie L. Blanchette

Research outputs 2022 to 2026

Mine pit lakes are formed when open-cut pits flood with water, and these lakes occur by the thousands on every inhabited continent. The remediation and closure of pit lakes is a pressing issue for sustainable development and provision of freshwater ecosystem services. While pit lakes can be spectacular examples of recreation and renewal, pit lakes may be better known for their poor water qualities and risks to communities and the environment. Often the public wants to simply “fill the pits in” to restore a terrestrial landscape, but this is not always possible. Therefore, planning for remediation and future uses is …

Leveraging Machine Learning To Analyze Sentiment From Covid-19 Tweets: A Global Perspective, Md Mahbubar Rahman, Nafiz Imtiaz Khan, Iqbal H. Sarker, Mohiuddin Ahmed, Muhammad Nazrul Islam

Research outputs 2022 to 2026

Since the advent of the worldwide COVID-19 pandemic, analyzing public sentiment has become one of the major concerns for policy and decision-makers. While the priority is to curb the spread of the virus, mass population (user) sentiment analysis is equally important. Though sentiment analysis using different state-of-the-art technologies has been focused on during the COVID-19 pandemic, the reasons behind the variations in public sentiment are yet to be explored. Moreover, how user sentiment varies due to the COVID-19 pandemic from a cross-country perspective has been less focused on. Therefore, the objectives of this study are: to identify the most effective …

The Importance Of Trust And Authenticity Among Stakeholders Involved In Higher Education Data Infrastructure Redevelopments: An Australian Critical Discourse Study, Elizabeth Cook

Research outputs 2022 to 2026

Governments require higher education providers (HEPs) to be transparent in their use of public funds and have developed specialised higher education (HE) data infrastructure to enable the data transfer from HEPs to government departments. In 2018, Australia’s Department of Education, Skills and Employment launched Transforming the Collection of Student Information (TCSI) to enhance HE data infrastructure for student data transfer. This critical discourse study explores the discourses, discursive strategies and perspectives surrounding TCSI. Findings included HEP issues and concerns that the interviewees believed were inadequately addressed or ignored despite the Department’s claims of extensive engagement with HEPs to achieve mutually …

Relationship Between Dietary Intake And Erythrocyte Pufa In Adolescents From A Western Australian Cohort, Fuzhen Wan, Feng Pan, Trevor A. Mori, Therese A. O’Sullivan, Lawrence J. Beilin, Wendy H. Oddy

Research outputs 2022 to 2026

Background:

Population-based studies show that the intake of omega-3 (n-3) and omega-6 (n-6) polyunsaturated fatty acids (PUFA) are associated with a range of health conditions. Therefore, the reliability of food frequency questionnaires (FFQ) as rapid and easily accessible screening tools for PUFA intake deserve investigation.

Objective:

We aimed to assess the relationship between erythrocyte fatty acids and fatty acid intake collected using the Commonwealth Scientific and Industrial Research Organisation (CSIRO) food frequency questionnaire in an adolescent cohort.

Design:

A cross-sectional study using data from 1155 young adolescents participating in the 14-year follow-up of the Raine Study. Bland–Altman plots were used …

Relational Employability Teaching-Learning Framework, Elizabeth J. Cook

Research outputs 2022 to 2026

This framework was designed, developed and implemented during Elizabeth’s doctoral research, specifically in 2022-2023. Elizabeth’s conceptualisation of relational employability, as depicted by this framework, is holistic and shows three equally important relational elements of employability and careers, which may transcend time and space: (1) foundational career development and identities (self); (2) humanistic interactions and contributions throughout careers (other humans); and (3) more-than-human interactions and contributions throughout careers (beyond humans). The framework builds on the work of Nataša Lacković (2019) and was constructed to enable academics to deeply and meaningfully integrate careers and employability thinking-imagining within curricula and assessment. The framework …

A Progress Insight Of The Formation Of Hydrogen Rich Syngas From Coal Gasification, Tawanda Matamba, Stefan Iglauer, Alireza Keshavarz

Research outputs 2022 to 2026

This review paper aims to explore the research progress in the formation of hydrogen rich gas from different innovative coal gasification parameters. Promotion effects of parameters such as pressure, temperature, catalyst, coal type, reactor setup, and gasification agents (H2O, O2, supercritical water) were extensively analysed. The formation of hydrogen gas through coal gasification was sub-divided into H2 production from fixed bed gasification system, fluidized bed system, and entrained flow system. The advantages of coal and biomass co-gasification towards clean energy formation was also reviewed. Co-gasification and elevated temperatures, pressures, and steam-carbon ratios were reported to positively influence the yields of …

Solar Irradiance Forecasting Using A Novel Hybrid Deep Ensemble Reinforcement Learning Algorithm, Seyed Mohammad Jafar Jalali, Sajad Ahmadian, Bahareh Nakisa, Mahdi Khodayar, Abbas Khosravi, Saeid Nahavandi, Syed Mohammed Shamsul Islam, Miadreza Shafie-Khah, João P. S. Catalão

Research outputs 2022 to 2026

Solar irradiance forecasting is a major priority for the power transmission systems in order to generate and incorporate the performance of massive photovoltaic plants efficiently. As such, prior forecasting techniques that use classical modelling and single deep learning models that undertake feature extraction procedures manually were unable to meet the output demands in specific situations with dynamic variability. Therefore, in this study, we propose an efficient novel hybrid solar irradiance forecasting model based on three steps. In the first step, we employ a powerful variable input selection strategy named as partial mutual information (PMI) to calculate the linear and non-linear …

Facial Dermatosis Papulosa Nigra, A Risk For The Development Of Pterygium And Myopia: A Descriptive Cross-Sectional Study In Ghana, Du Bois Asante, Korantema M. Tsegah, Ebenezer Afrifa-Yamoah, Samuel Kyei, Dunyah J. Dzidzor, Reindolf Anokye

Research outputs 2022 to 2026

Background: Dermatosis papulosa nigra (DPN) affects sun-exposed areas such as the face, neck, and trunk. The prevalence of pterygium and myopia in DPN patients in Ghana has not been studied. In this study, we examined the risk and protective factors for pterygium and myopia in DPN patients. Materials and Methods: The study involved 100 participants with facial DPN. A standard ophthalmic exam was performed using a portable slit lamp and a 3.5 X magnified loop. Participants completed a closed-ended questionnaire. Logistic regression was used to summarize the level of association between DPN, myopia, and pterygium, as well as demographic factors …

Ability Of The Australian General Public To Identify Common Emergency Medical Situations: Results Of An Online Survey Of A Nationally Representative Sample, Brennen W. Mills, Michella G. Hill, Alecka K. Miles, Erin C. Smith, Eben Afrifa-Yamoah, David N. Reid, Shane L. Rogers, Moira G. B. Sim

Research outputs 2022 to 2026

Objective: To investigate the Australian general public's ability to identify common medical emergencies as requiring an emergency response. Methods: An online survey asked participants to identify likely medical treatment pathways they would take for 17 hypothetical medical scenarios (eight emergency and nine non-emergency). The number and type of emergency scenarios participants correctly suggested warranted an emergency medical response was examined. Participants included Australian residents (aged > 18 years; n = 5264) who had never worked as an Australian registered medical doctor, nurse or paramedic. Results: Most emergencies were predominately correctly classified as requiring emergency responses (e.g. Severe chest pain, 95 % …