Digital Commons Network^™

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 …

Developing Nurse-Sensitive Outcomes In Acute Inpatient Mental Health Settings—A Systematic Review, Irene Ngune, Helen Myers, Amanda Cole, Peter Palamara, Robina Redknap, Michael Roche, Diane Twigg

Research outputs 2022 to 2026

Background: While nurse-sensitive outcomes (NSOs) are well established in numerous health settings, to date there is no indicator suite of NSOs for inpatient mental health settings. Aim: To assess the relationship between nursing variables and patient outcomes in acute inpatient mental health settings to determine which outcomes can be used as indicators of the quality of nursing care. Methods: Databases accessed were CINAHL, MEDLINE, PsycINFO and EMBASE, last searched in May 2022. The review followed the 2020 PRISMA checklist for systematic reviews. Papers published between 1995 and 2022, conducted in acute mental health care units were included. The quality of …

Enabling Social Care Services For Older Adults During Periods Of Long-Term Social Isolation: Service Provider Perspectives, Amy Budrikis, Cate Parry, Claire Adams, Eyal Gringart, Moira Sim, Daniel Mcaullay, Natalie Strobel

Research outputs 2022 to 2026

Objective: To investigate how small, local organisations were impacted by and responded to COVID-19 in their delivery of social care services to older adults (70 years and older). Lessons learnt and future implications are discussed. Methods: Six representatives from four social care services (five females and one male) participated in individual semistructured interviews. Responses were analysed thematically. Results: The key themes identified were service providers' experience, perceived needs of older adults and adapting services. Service providers positioned themselves as front-line essential workers for their older adult clients, resulting in some emotional toll and distress for the service providers. They provided …

Evaluation Of An Educational Program For People With Dementia And Their Caregivers, Beverly O'Connell, Manonita Ghosh, Melissa Dunham, Aisling Smyth

Research outputs 2022 to 2026

Objectives: This study evaluated the impact of a 5-week educational and supportive program for people newly diagnosed with dementia and their caregivers. Methods: The study involved a pretest–posttest survey followed by interviews. Wilcoxon signed-rank test was conducted to determine postprogram changes. Kruskal–Wallis tests measured variation in responses between the people with dementia and their caregivers. Interviews were analysed using the NVivo software identifying themes against the program objectives of improving knowledge on dementia, coping strategies, communication and support services for people with dementia and their caregivers. Results: Fifty-three dyads (n = 106) completed the survey. There were significant improvements in …

Exploring Creative Pedagogical Practices In Secondary Visual Arts Programmes In Ghana, Enock Swanzy-Impraim, Julia E. Morris, Geoffrey W. Lummis, Andrew Jones

Research outputs 2022 to 2026

Secondary visual arts education provides learners with opportunities to develop critical thinking, and their creative potential, as part of their personal growth. This development happens when visual arts teachers actively integrate creative pedagogies to target creative thinking in learners. Ghana's 2019 National Pre-tertiary Curriculum Framework has added creativity as one goal for all learners. This research study explores teachers' perceptions and use of creative pedagogies as part of implementing this creativity into their teaching. A multi-site qualitative case study was conducted in government secondary schools within Sekondi-Takoradi, Ghana, and data were gathered from interviews and participant observations. The 16 cases …

Forecasting Term Structure Of The Japanese Bond Yields In The Presence Of A Liquidity Trap, Albert K. Tsui, Junxiang Wu, Zhaoyong Zhang, Zhongxi Zheng

Research outputs 2022 to 2026

The Nelson–Siegel (NS) model is widely used in practice to fit the term structure of interest rates largely due to its high efficacy in the in-sample fit and out-of-sample forecasting of bond yields. In this paper, we compare forecasting performances of estimated yields from the Nelson–Siegel-based models and some simpler time series models, using the daily, weekly, and monthly data during a prolong period of liquidity trap in Japan. We find that the out-of-sample expanding window forecasts by NS-based models in general perform less satisfactory than the competitor models. However, the NS-based models can be useful in forecasting yields over …

Improving The Reading Skills Of Struggling Secondary Students In A Real-World Setting: Issues Of Implementation And Sustainability, Susan Main, Susan Hill, Annamaria Paolino

Research outputs 2022 to 2026

Reading difficulties have been associated with limited academic success and related social-emotional outcomes including anxiety and low motivation. Recent research on the educational impact of the COVID-19 pandemic indicates that children with poor reading skills were disproportionally disadvantaged. This growing number of students experiencing reading difficulties will require effective implementation of strategies to prevent long-term disadvantage, including in the challenging context of secondary schools where teachers are unfamiliar with reading instruction and constrained by timetabling of subjects and teachers. This research examined whether a Direct Instruction programme could be implemented with fidelity in the real world of a secondary school …

Nurses' Experience Of Managing Adults Living With Multimorbidity: A Qualitative Study, Lisa Whitehead, Peter Palamara, Olutoyin Oluwakemi Babatunde-Sowole, Jennifer Boak, Natasha Franklin, Robyn Quinn, Cobie George, Jacqueline Allen

Research outputs 2022 to 2026

Background: The number of adults living with two or more chronic conditions is increasing worldwide. Adults living with multimorbidity have complex physical, psychosocial and self-management care needs. Aim: This study aimed to describe Australian nurses' experience of care provision for adults living with multimorbidity, their perceived education needs and future opportunities for nurses in the management of multimorbidity. Design: Qualitative exploratory. Methods: Nurses providing care to adults living with multimorbidity in any setting were invited to take part in a semi-structured interview in August 2020. Twenty-four registered nurses took part in a semi-structured telephone interview. Results: Three main themes were …

Passionate And Psychologically-Undetached: A Moderated-Mediated Investigation Of Psychological Distress Among Engaged Employees, Jennifer Ann L. Lajom, Stephen Teo, Moises Kirk De Carvalho Filho, Alicia Stanway

Research outputs 2022 to 2026

Guided by the effort-recovery model and the dualistic model of passion, we tested a conditional process model that examined the relationships between work engagement, workplace passion, psychological detachment, and psychological distress among Japanese professionals. We conducted an online panel survey across two time points, six weeks apart (N = 202 matched responses) where we measured all the variables at both instances. Findings show that engaged employees become susceptible to psychological distress due to decreased levels of psychological detachment. The moderating role of work passion was partially supported: being obsessively passionate towards work exacerbates this relationship further while contrary to expectations, …

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 …

Protective Indigenous Collective Value Of Ubuntu And Child Neglect: Implications For Rural Child Protection Practice, Alhassan Abdullah, Hajara Bentum, Margarita Frederico, Felix Mensah, Lucy P. Jordan, Clifton R. Emery

Research outputs 2022 to 2026

Theories on collective efficacy and social support suggest that indigenous values that support collective practices and sanction community obligations to childcare would be protective against child neglect. Likewise, new qualitative findings show that collective values are stronger in rural areas than in urban. This study tested the claims that the value of Ubuntu, which is a symbolic cultural value of ‘being for others’, will be protective against the likelihood of neglect; this relationship will be stronger in rural compared with urban communities in Ghana. Using data obtained from a nationally representative sample of 1100 mothers (from 22 communities) in Ghana, …

The Ability Of Ruppia Polycarpa To Regenerate From Seed Depends On Seasonal Porewater Salinity Dynamics And Declining Winter Rainfall Could Delay Recruitment, Chanelle L. Webster, Paul S. Lavery, Simone Strydom, Jessica Billinghurst, Kathryn Mcmahon

Research outputs 2022 to 2026

For many plants, regeneration from seed is vital for population recovery. Climate change is modifying the global hydrological cycle and a primary factor controlling germination of marine plants: salinity. How altered salinity regimes, and especially altered porewater salinity regimes, will regulate early life history stages of estuarine seagrasses is poorly understood. Here, we quantified the porewater salinity dynamics in two ephemeral estuaries that are dominated by the cosmopolitan genus Ruppia. Seedbank, germlings (germinated seeds) and seedlings were found in salinities ranging from 5 to 110 over an annual cycle. To understand the germination ecology of the dominant species, Ruppia polycarpa, …

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 Long-Term Impact Of Covid-19 On Nursing: An E-Panel Discussion From The International Network For Child And Family Centred Care, Mandie Jane Foster, Julie Blamires, Sarah Neill, Imelda Coyne, Guðrún Kristjánsdóttir, Veronica D. Feeg, Ann Marie Paraszczuk, Mohammad Al-Motlaq

Research outputs 2022 to 2026

Aim: To explore the International Network for Child and Family Centred Care (INCFCC) members' experiences and views on the long-term impact of COVID-19 on the nursing workforce. Background: On the 11 March 2020, the World Health Organization declared COVID-19 a global pandemic. While some countries adopted a herd immunity approach, others imposed stricter measures to reduce the transmission of the virus. Hospitals in some countries faced an avalanche of extremely sick admissions, whereas others experienced an early surge in cases or were able to control the spread. Design: Discursive paper. Methods: A web-based survey was e-mailed to 63 INCFCC members …

The Negative Relationships Between Employee Resilience And Ambiguity, Complexity, And Inter-Agency Collaboration, Geoff Plimmer, Joana Kuntz, Evan Berman, Sanna Malinen, Katharina Näswall, Esme Franken

Research outputs 2022 to 2026

Employee resilience (ER) is often needed to face demands inherent in public sector work. Some types of demands, however, may hinder its development, rather than provide the type of challenging adversity from which resilience can develop. Public sector job demands have been a long-standing issue for public workplaces and employees but are also growing in salience as organisations face an increasingly variable, uncertain, complex, and ambiguous environment. Drawing on the Job Demands–Resources model and the challenge/hindrance stress literature, this multi-level study of Aotearoa New Zealand civil servants (n = 11,533) in 65 public sector organisations shows that ER is negatively …

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 …

Locally Performed Postoperative Circulating Tumour Dna Testing Performed During Routine Clinical Care To Predict Recurrence Of Colorectal Cancer, Ryan Cohen, Aaron Beasley, Melanie Mccoy, Cameron Platell, Katie Meehan, Elin Gray, Kathy Fuller

Research outputs 2022 to 2026

Background: Identifying patients at high risk for colorectal cancer recurrence is essential for improving prognosis. In the postoperative period, circulating tumour DNA (ctDNA) has been demonstrated as a significant prognostic indicator of recurrence. These results have been obtained under the strict rigours of clinical trials, but not validated in a real-world setting using in-house testing. We report the outcomes of locally performed postoperative ctDNA testing conducted during routine clinical care and the association with the recurrence of colorectal cancer. Methods: We recruited 36 consecutive patients with newly diagnosed colorectal cancer between 2018 and 2020. Postoperative plasma samples were collected at …

Confined Tri-Functional Feox@Mno2@Sio2 Flask Micromotors For Long-Lasting Motion And Catalytic Reactions, Yangyang Yang, Lei Shi, Jingkai Lin, Panpan Zhang, Kunsheng Hu, Shuang Meng, Peng Zhou, Xiaoguang Duan, Hongqi Sun, Shaobin Wang

Research outputs 2022 to 2026

H2O₂-fueled micromotors are state-of-the-art mobile microreactors in environmental remediation. In this work, a magnetic FeO_x@MnO₂@SiO₂ micromotor with multi-functions is designed and demonstrated its catalytic performance in H₂O₂/peroxymonosulfate (PMS) activation for simultaneously sustained motion and organic degradation. Moreover, this work reveals the correlations between catalytic efficiency and motion behavior/mechanism. The inner magnetic FeO_x nanoellipsoids primarily trigger radical species (OH and O₂−) to attack organics via Fenton-like reactions. The coated MnO₂ layers on FeO_x surface are responsible for decomposing H₂O₂ into O_{2 …}

European Epidemiological Patterns Of Cannabis- And Substance-Related Congenital Neurological Anomalies: Geospatiotemporal And Causal Inferential Study, Albert Stuart Reece, Gary Kenneth Hulse

Research outputs 2022 to 2026

Introduction: Of the many congenital anomalies (CAs) recently linked with community cannabis exposure, arguably the most concerning are neurological CAs (NCAs). We therefore conducted a detailed study of this in fourteen European nations.

Methods. Congenital anomaly data were from Eurocat. Drug exposure data were from European Monitoring Centre for Drugs and Drug Addiction. Income from World bank.

Results: The Netherlands, Spain, France and Bulgaria reported increasing rates of many NCAs. The NCA rate (NCAR) was: severe microcephaly 2.14 x 1013 higher in nations with increasing daily cannabis use when compared to those without (p = 0.0204, minimum E-value (mEV) = …

A Feasibility, Safety, And Efficacy Evaluation Of Supervised Aerobic And Resistance Exercise For Patients With Glioblastoma Undertaking Adjuvant Chemoradiotherapy, Anna K. Nowak, Robert U. Newton, Travis Cruickshank, Prue Cormie, Georgia K. Halkett, Daphne Tsoi, Daniel A. Galvao

Research outputs 2022 to 2026

Background: While therapeutically effective, chemoradiotherapy treatment for high-grade glioma (glioblastoma) is often accompanied by side effects. Exercise has been demonstrated to alleviate the adverse effects of such treatments in other cancers. We aimed to evaluate the feasibility and preliminary efficacy of supervised exercise incorporating autoregulation. Methods: Thirty glioblastoma patients were recruited, five declined exercise and 25 were provided with a multimodal exercise intervention for the duration of their chemoradiotherapy treatment. Patient recruitment, retention, adherence to training sessions and safety were evaluated throughout the study. Physical function, body composition, fatigue, sleep quality, and quality of life were evaluated before and after …

An Investigation Into The Role Of Innovative Learning Environments In Fostering Creativity In Secondary Visual Arts Programmes In Ghana, Enock Swanzy-Impraim, Julia E. Morris, Geoffrey W. Lummis, Andrew Jones

Research outputs 2022 to 2026

Innovative learning environments (ILEs) have been regarded as one of the contributing factors that facilitate creativity in learners. At the pre-tertiary level of education, Ghana has recently undergone educational reform that sees creativity being added as a key goal for education, but it is unknown if teachers' practices within current educational facilities can support the enactment of this goal. The multi-site qualitative case study explores the secondary visual arts learning environments within the Sekondi-Takoradi Metropolis in Ghana. Interviews and observations were used as instruments for data collection with 16 visual arts teachers. This study confirmed two categories of environments that …

Barriers And Enablers Associated With Participation In A Home-Based Pragmatic Exercise Snacking Program In Older Adults Delivered And Monitored By Amazon Alexa: A Qualitative Study, Paul Jansons, Jackson J. Fyfe, Jack Dalla Via, Robin M. Daly, David Scott

Research outputs 2022 to 2026

Background: ‘Exercise snacking’, which is characterised by shorter and more frequent exercise bouts compared with traditional exercise guidelines, may be an acceptable strategy for increasing physical activity and reducing sedentary behaviour in older adults. Aim: The aim of this study was to evaluate the enablers and barriers for older adults associated with participation in a home-based exercise snacking program delivered and monitored using an Amazon Echo Show 5 device (Alexa). Methods: This study used an interpretive description qualitative design to conduct semi-structured interviews following a 12-week pilot study in 15 adults aged 60–89 years with at least one chronic condition. …

Bioprospecting For And The Applications Of Halophilic Acidophiles In Bioleaching Operations, Melissa K. Corbett, Elizabeth L. J. Watkin

Research outputs 2022 to 2026

The economic recovery of metals from sulfide ores has become a topic of increasing interest due to the escalating demand for critical minerals and the reducing grade of available ores. Bioleaching is the use of acidophilic iron and sulfur-oxidising microorganisms to facilitate the extraction of base metals from primary sulfide ores and tailings. One significant issue limiting the use of bioleaching is the availability of freshwater due to the sensitivity of these microbes to chloride. The use of saline tolerant acidophilic iron- and-sulfur oxidising microorganisms will go a long way to addressing this issue. There are three possible means of …

Chatgpt In Higher Education: Considerations For Academic Integrity And Student Learning, Miriam Sullivan, Andrew Kelly, Paul Mclaughlan

Research outputs 2022 to 2026

The release of ChatGPT has sparked significant academic integrity concerns in higher education. However, some commentators have pointed out that generative artificial intelligence (AI) tools such as ChatGPT can enhance student learning, and consequently, academics should adapt their teaching and assessment practices to embrace the new reality of living, working, and studying in a world where AI is freely available. Despite this important debate, there has been very little academic literature published on ChatGPT and other generative AI tools. This article uses content analysis to examine news articles (N=100) about how ChatGPT is disrupting higher education, concentrating specifically on Australia, …

Consumer Behavior Analysis On Sales Process Model Using Process Discovery Algorithm For The Omnichannel Distribution System, Ferra A. Tridalestari, Mustafid, Ferry Jie

Research outputs 2022 to 2026

Currently, Omnichannel distribution services are experiencing very rapid development around the world. In the Omnichannel distribution services, each existing sales channel will be connected to each other through integration capabilities so that no channels are left neglected. This is able to provide the best experience for consumers when shopping both online through mobile devices, laptops, and in physical stores. But on the other hand, this creates problems for business people who develop Omnichannel services. On the one hand, it facilitates the marketing process, but on the other hand, business people have difficultyreading the behavior of consumers who use Omnichannel distribution …

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 …

Policy Challenges And Responses To Environmental Non-Migration, Mostafa Mahmud Naser, Bishawjit Mallick, Rup Priodarshini, Saleemul Huq, Ajay Bailey

Research outputs 2022 to 2026

The scientific literature, media, international summits, and policy forums highlighted enough the people who either move or are willing to move because of environmental reasons. Still, the voluntary environmental non-migrants (ENM), who are assumed to have strong resilience and coping capacity, are inordinately overlooked. The importance of addressing these ENMs has increasingly been emphasised. First, the paper explains the characteristics of ENM, outlining the key distinction between voluntary and forced non-migrants. Second, it emphasises the need to protect populations affected by environmental change and disaster, specifically highlighting oft-neglected ENM policy gaps. Thus, it examines to what extent ENM is addressed …

The Definition Of A Community Paramedic: An International Consensus, Brendan Shannon, Sasch Baldry, Peter O'Meara, Nicole Foster, Angela Martin, Matthew Cook, Karen Stewart, Alecka Miles

Research outputs 2022 to 2026

Community paramedicine is a globally evolving model of care where paramedics provide community-based, preventative and primary healthcare services. With increased global interest and adaptation of the community paramedicine model, there is a lack of a clear definition of the role of a community paramedic. This study sought to come to an international consensus on the definition of a community paramedic. A four-phase Delphi methodology was utilised to achieve a global consensus on the definition of a community paramedic. A systematic approach to expert identification was performed and reported in line with the Conducting and REporting of DElphi Studies standard. A …

The Facilitators And Barriers To Exercise In The Noongar Aboriginal Population In Perth, Australia, Tuguy Esgin, Deborah Hersh, Kevin Rowley, Rona Macniven, Alan Crouch, Mark Halaki, Robert Newton

Research outputs 2022 to 2026

Indigenous Standpoint Theory forms the epistemological foundation for this study and methodological choices were made within this theoretical framework to ensure culturally responsive research processes that engaged the Indigenous agenda of self-determination and rights. The objectives of this research were to determine: (i) Indigenous perceptions of the facilitators and barriers to exercise; (ii) The potential feasibility and sustainability of an exercise intervention. In this context, Participatory Action Research methods were used to design the data-gathering instrument for the study—a questionnaire, co-designed with the Noongar Aboriginal community of Perth, Western Australia. This self-administered questionnaire, distributed to participants by email, post and …

The Influence Of Abiotic And Biotic Conditions On Lifecycle Stages Is Critical For Estuarine Seagrass Resilience, Chanelle Webster, Paul S. Lavery, Caitlyn O'Dea, Marta Sanchez Alarcon, Chandra Salgado Kent, Mcmahon

Research outputs 2022 to 2026

Abiotic and biotic factors influence seagrass resilience, but the strength and relative importance of the effects are rarely assessed over the complete lifecycle. This study examined the effects of abiotic (salinity, temperature, water depth) and biotic (grazing by black swans) factors on Ruppia spp. over the complete lifecycle. Structures were set up in two estuaries ( – 33.637020, 115.412608) that prevented and allowed natural swan grazing of the seagrasses in May 2019, before the start of the growing season. The density of life stage(s) was measured from June 2019 when germination commenced through to January 2020 when most of the …