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The aim of the present study is to reconcile previous findings (a) that testing mode has no effect on test outcomes or cognitive load (Comput Hum Behav 77:1–10, 2017) and (b) that younger learners' working memory processes are more sensitive to computer-based test formats (J Psychoeduc Assess 37(3):382–394, 2019). We addressed key methodological limitations in past cognitive load research by employing a repeated measures design with 263, year 9 (aged 13–14) science students in Western Australia. Question difficulty (intrinsic cognitive load) and test mode (extraneous cognitive load) were manipulated to measure changes in test performance, cognitive load and scratch paper use on equivalent paper and computer-based versions of an Ohm's Law revision quiz. Hierarchical linear modelling indicated significantly higher paper-based test performance on difficult questions in addition to greater cognitive load and scratch paper use for all paper questions. Testing mode effects on test score, as well as both measures of cognitive load, were not significant when controlling for working memory capacity, although the testing mode*question difficulty interaction remained significant. Together, these results contradict previous findings that computer-based testing can be implemented without consequence for all learners. With the increased use of computer-based testing in national and international-level assessments, these findings warrant further research into the effect of different testing modes on school-aged students. [ABSTRACT FROM AUTHOR]

The faculty clinical practice model provides dedicated time for nursing lecturers and educators in a university school of nursing to work with supervision in the clinical environments for an agreed amount of time each year. Allowing academics to partake in faculty clinical practice this way has been shown to update skills and retain clinical competency. Some nursing and midwifery academics believe it is essential to remain clinically current and up-to-date with professional issues in the clinical environments, whereas other academics believe reading current research maintains clinical competency. This discussion paper will explore the authors' own experiences of faculty clinical practice as an opportunity to enhance their learning. Narrative accounts of time spent in the clinical areas being expressed as invaluable as it allowed the authors to become part of the health professional team, refine clinical skills, gain clinical confidence, and share knowledge. This, in turn, impacted upon the academic's teaching style as well as redefined it by introducing incidents and stories from their experience. It has been concluded by the authors that faculty clinical practice allows academics to increase confidence, encourage leadership skills, and improve their teaching abilities in their clinical area of expertise. [ABSTRACT FROM AUTHOR]

On-site surveys involving face-to-face interviews are implemented globally across many scientific disciplines. Incorporating new technologies into such surveys by using electronic devices is becoming more common and is widely viewed to be more cost-effective and accurate. However, Electronic Data Capture methods (EDC) when compared to traditional Paper-based Data Capture (PDC) are often implemented without proper evaluation of any changes in efficiency, especially from surveys in coastal and marine environments. A roving creel survey of recreational shore-based fishers in Western Australia in 2019 enabled a direct comparison between the two methods. Randomisation strategies were employed to ensure biases in using each technique were minimised. A total of 1,068 interviews with recreational fishers were undertaken with a total error rate of 5.1% (CI95%: 4.8–5.3%) for PDC and 3.1% (CI95%: 2.9–3.3%) for EDC. These results confirmed that EDC can reduce errors whilst increasing efficiency and decreasing cost, although some aspects of this platform could be improved with some streamlining. This study demonstrates how EDC can be successfully implemented in coastal and marine environments without compromising the randomised, stratified nature of a survey and highlights the cost-effectiveness of this method. Such findings can be widely applied to any discipline which uses face-to-face interviews for data collection. [ABSTRACT FROM AUTHOR]

Overuse of empirical intravenous antibiotics in neonates in high-income countries (HICs) is well documented. The Kaiser Permanente neonatal early-onset sepsis (EOS) calculator is an evidence-based sepsis risk assessment tool that has demonstrated potential to reduce antibiotic usage in this population. The incidence of early-onset sepsis in most HICs is 0.4–0.8 per 1000 live births. The objective was to evaluate the calculator's impact on antibiotic rates and length of stay in a regional level II Special Care Nursery. A single-centre retrospective cohort study compared antibiotic administration rates in the first 72 h in neonates ≥35 weeks gestation born during two 6-month periods in 2019 (pre-EOS calculator) and 2021 (post-EOS calculator). Electronic and paper case records were accessed to capture data. Continuous data were summarised using mean and standard deviation, and categorical data were summarized using frequency distributions. There were 951 (2019) and 1129 (2021) infants born during the study periods. Following implementation of the calculator, antibiotic exposure decreased from 13.7% to 4.7% of all neonates without reported negative outcomes. Mean length of stay for neonates born across the two periods decreased from 2.38 to 2.13 days. Indications for antibiotic use shifted more towards clinical condition and away from obstetric risk factors. There were no culture-proven cases of sepsis or readmissions with EOS in either period. Implementation of the EOS calculator significantly reduced exposure to antibiotics, without adverse outcomes. [ABSTRACT FROM AUTHOR]

In summary I applaud the authors for their research and writing, and for presenting the often confronting schism that occurred between the First Nations and the colonisers within the western third of the continent. Mokare was to share this same strong bond with Barker's successor, medical officer Alexander Collie, whose friendship was so strong that he requested to be buried next to Mokare upon his death. Charting Two Cultures: First Nations and Europeans in Western Australia: By Bill and Jenny Bunbury. [Extracted from the article]

The article presents a list of archival resources related to labor history available in the parliamentary papers of the then-colonies of Tasmania and Western Australia from the second half of the 19th century, organized into topical sections such as immigration, convict labor, railways, and public works.

The Journal revisits two historic papers from 1971 covering the thermal design and environmental controls in repeater shelters of the Australian East-West radio relay system from Northam in Western Australia to Port Pirie in South Australia. [ABSTRACT FROM AUTHOR]

The research protocol described aims to examine and establish the health outcomes of children and young people living in Out-of-Home Care (OOHC) in Perth, Western Australia (WA) from the perspective of the care recipients and service providers. A Study Advisory Panel (SAP) will be established comprised of Aboriginal Elders (because of the over-representation of Aboriginal children in OOHC), health professionals and other relevant stakeholders to help co-design all phases of the study. Mixed methods will be used in data collection and analysis. In the quantitative phase, it is proposed to collect retrospective data from three WA Department of Communities (DOC) districts. The data proposed to be collected includes: the number of children who received initial and annual health assessments, the health needs identified, and interventions put in place to address these needs. The qualitative phase will consist of interviews with service recipients (young people who have exited OOHC and Carers), health service providers (Community Health Nurses, School Nurses, General Practitioners and Paediatricians) and OOHC Case Workers. The research will provide an overview of the current health needs of children and young people in OOHC in WA and the perspectives of these young people, their Carers and service providers on current processes for accessing healthcare. It is anticipated that the study will provide valuable evidence for quality improvement in health service delivery to better meet the health needs of children and young people in OOHC. [ABSTRACT FROM AUTHOR]

Background: Existing therapeutic interventions to treat diabetes are well known, yet the majority of people with diabetes do not consistently achieve blood glucose targets (even individual therapy targets) for optimal health, despite the large range of treatment options available. Such outcomes have remained stubbornly poor for decades with <25% adults with diabetes achieving glycaemic targets. Patient behaviour, individually supported in routine clinical care, is an important missing component to improved outcomes, in a medical healthcare model not ideally suited to supporting successful diabetes management.Methods: A multi-centre, parallel group, individually randomised trial comparing consultation duration in adults with type 1, type 2 or pre-diabetes using the Spotlight Consultations pre-clinic assessment compared to usual care in the Spotlight-AQ study. Two hundred adults with type 1, type 2 or pre-diabetes attending routine care outpatient appointments across up to ten participating sites will be invited to participate.Intervention: An outpatient pre-clinic intervention delivered within 1 week prior to scheduled routine outpatient appointment.Primary Outcome Measure: Duration of routine outpatient consultation.Secondary Outcome Measures: Functional health status Diabetes distress Depression Treatment satisfaction Impact on self-care behaviours HCP burnout HCP treatment satisfaction and burden Hypoglycaemia (time less than 70mg/dL) Hyperglycaemia (time above 180 mg/dL) Change in weight Change in HbA1c Cost effectiveness of intervention DISCUSSION: Results from the study will provide valuable insights into patient-professional communication practices within routine care and recommendations will be made, as necessary, for improvements to that. If the intervention is shown to be clinically and cost-effective, the feedback from participants and healthcare professionals will be used to make any improvements prior to its deployment to support improved communication and associated health outcomes.Ethics and Dissemination: The trial was approved by the Wales REC7 Research Ethics Committee (21/WA/0020). Results will be disseminated through national and international conferences, scientific journals, newsletters, magazines and social media. Target audiences include consultants and other clinicians in diabetes, and medical professionals or scientists overall.Trial Registration: ISRCTN15511689 . Registered on 10 November 2021. [ABSTRACT FROM AUTHOR]

The article presents abstracts on nutrition and dietetics topics which include supporting mental health of dietetic students, exploration of learner autonomy in a pre-placement work-incorporated learning experience for dietetic students, and evaluation of a protected mealtimes programme in a general surgical ward.

Commitment to culturally sensitive practice is an ethical obligation that requires knowledge and skills specific to the practice context. Research shows that incorporating religion and spirituality into mental health practice is central to working effectively with Muslim communities. Practitioners need to consider the unique positionality and intersectionality when promoting mental health among Muslim women living in Western countries. This paper explores the trauma-informed, counseling approach and the integration of spirituality and religion when working with Muslim women living in Western Australia. Using the critical reflection approach, the research focuses on the concept of guilt about mental health and summarizes the main points considered in the counseling framework such as the centrality of spirituality and religion in perceiving guilt. The paper presents some practical strategies to incorporate cultural, religious, and spiritual concepts into the counseling relationship. [ABSTRACT FROM AUTHOR]

The COVID-19 pandemic presented the unique challenge of having to deliver novel vaccines during a public health crisis. For pediatric patients, it was further complicated by the delayed timeline for authorizing the vaccine and the differences in dosing/products depending on the patient's age. This paper investigates the relationship between the spatial accessibility and uptake of the COVID-19 vaccine in King County, WA, USA. Public data for COVID-19 vaccine sites were used to calculate spatial accessibility using an enhanced two-step floating catchment area (E2SFCA) technique. Spatial regression analyses were performed to look at the relationship between spatial accessibility and ZIP-code-level vaccination rates. The relationships of these data with other socioeconomic and demographic variables were calculated as well. Higher rates of vaccine accessibility and vaccine coverage were found in adolescent (12- to 17-year-old) individuals relative to school-age (5- to 11-year-old) individuals. Vaccine accessibility was positively associated with coverage in both age groups in the univariable analysis. This relationship was affected by neighborhood educational attainment. This paper demonstrates how measures such as E2SFCA can be used to calculate the accessibility of the COVID-19 vaccine in a region and provides insight into some of the ecological factors that affect COVID-19 vaccination rates. [ABSTRACT FROM AUTHOR]

Existing macroeconomic forecasting methods primarily focus on the characteristics of economic data, but they overlook the energy-related features concealed behind these economic characteristics, which may lead to inaccurate GDP predictions. Therefore, this paper meticulously analyzes the relationship between energy big data and economic data indicators, explores the coupling feature mining of energy big data and economic data, and constructs features coupling economic and energy data. Targeting the nonlinear variation coupling features in China's quarterly GDP data and using the long short-term memory (LSTM) neural network model based on deep learning, we employ wavelet analysis technology (WA) to decompose selected macroeconomic variables and construct a prediction model combining LSTM and WA, which is further compared with multiple benchmark models. The research findings show that, in terms of quarterly GDP data prediction, the combined deep learning model and wavelet analysis significantly outperform other methods. When processing structurally complex, nonlinear, and multi-variable data, the LSTM and WA combined prediction model demonstrate better generalization capabilities, with its prediction accuracy generally surpassing other benchmark models. [ABSTRACT FROM AUTHOR]

This paper was first presented at a language in education conference and workshop held at Murdoch University, Western Australia in December 1989, convened by Michael O'Toole. The conference was one in a series held annually in universities around Australia during the previous decade. It was designed to promote dialogue between leading scholars and other participants, adopting as its theme "Discipline – Dialogue – Difference". Halliday's paper was the opening plenary, and it was responded to by Gunther Kress, whose paper follows in this issue. [ABSTRACT FROM AUTHOR]

In recent years, web application frameworks have been widely practised by many developers to increase programming productivity as the frameworks are more flexible, rapidly built using CRUD operation, MVC-based, secure and most of them are published under an open-source license which will reduce the final cost of development. Although the CRUD automation in the web application framework boosts the development process, there are many important aspects of a web application absent from the CRUD output. Therefore, this multivocal literature review investigates the record management aspects that are required in modern WA and the perceived benefit of integrating the record management aspect into CRUD operation. The study extracted 284 publications from respectable scientific resources and the grey resources literature created by WA development practitioners outside academic mediums. After a detailed review process, only 14 scientific primary studies and 13 gray studies were considered for this review based on defined inclusion and exclusion criteria. The review shows that the most important aspects required in WA are search, role-based access control, retention, appraisal, search, audit trail, digital archiving, sharing, reporting, inactive files management and several other features. These important aspects have been analyzed and characterized according to its function and features. The method and procedure for integrating the specified aspect into CRUD operation are identified and discussed. Integrating and implementing the specified record management features into CRUD operation will boost the WA development productivity by producing more features as a standard output with integrated record management functions. [ABSTRACT FROM AUTHOR]

Background: Mental illness is a public health challenge disproportionately affecting rural Australians. GPs provide most of the mental health care, and they report increasing levels of burnout and unsustainable workload in the context of increased patient complexity. This may be more salient in rural settings characterised by resource constraints. In this paper, we use evaluation data from a GP psychiatry phone line established in Western Australia's Great Southern region in 2021 to describe GPs' perspectives on the service and reflect on how it may help alleviate rural GP workload. Methods: The sample was recruited among GPs practicing in the region. Data were collected through an online survey and semistructured interviews. Descriptive statistics were used to analyse the survey data. Interview data were subjected to thematic analysis; qualitative survey data were used for triangulation. Results: A total of 45 GPs completed the survey and 14 were interviewed. Interview data yielded three themes: the criticality of timeliness; the building blocks of confidence; and trust. GPs were highly satisfied with the service, and timeliness and trust were the characteristics underpinning its effectiveness. The service built GPs' confidence in managing mental health and alcohol and other drug use issues through strengthening knowledge and providing reassurance. Conclusions: Our results suggest that a telephone line operated by trusted, local psychiatrists with knowledge of the local mental health ecosystem of support can reduce rural GP workload through building confidence and strengthening personal agency, helping GPs navigate the ethical and clinical labyrinth of managing patient complexity in rural settings. GPs provide most of the mental health care and deal with an increasing number of patients with complex problems; this is more acute in rural areas where there are fewer services. This paper shows how a rural GP psychiatry phone line operated by local psychiatrists helps GPs manage their patients' mental health problems and may, in turn, reduce the workload rural GPs experience. The results add to the limited evidence and have implications for other rural locations characterised by limited resources. [ABSTRACT FROM AUTHOR]

A number of regolith-hosted REE occurrences have recently been discovered in the Esperance region in southern Western Australia. This paper summarizes major characteristics of REE mineralization and discusses contributing factors and potential controls. The main aim is to explain why there is a lack of highly sought-after ion-adsorption-clay-type REE deposits across the region despite the presence of the regolith-hosted REE mineralization on a regional scale. Local mineralization mostly occurs as continuous flat-lying enrichment "blankets" within the residual regolith developed over Archaean–Proterozoic granite gneisses and granitoids with elevated REE content. The enriched horizon is commonly located in the lower saprolite and saprock and is accompanied by an overlying REE-depleted zone. This distribution pattern, together with the data on HREE fractionation and the presence of the supergene REE minerals, indicates chemogenic type enrichment formed by supergene REE mobilization into groundwater, downward transport, and accumulation in the lower part of the weathering profile. Residual REE accumulation processes due to bulk rock volume and mass reduction during weathering also contribute to mineralization. It is proposed that climate and groundwater chemistry are the critical regional controls on the distribution of REEs in the weathering profile and on their speciation in the enrichment zone. Cenozoic aridification of climate in southwest Australia heavily overprinted pre-existing REE distributions in the weathering profile. Acidic (pH < 4), highly saline groundwaters intensely leached away any relatively weakly bound, adsorbed or colloidal REE forms, moving them downward. Dissolved REEs precipitated as secondary phosphates in neutral to alkaline environment at lower Eh near the base of the weathering profile forming the supergene enrichment zone. Low denudation rates, characteristic of areas of low relief under the arid climate, are favourable for the preservation of the existing weathering profiles with REE mineralization. [ABSTRACT FROM AUTHOR]

This paper describes a set of educational initiatives in Religious Education (RE). The paper addresses RE as an academic learning area and reserved for Kindergarten to Year 10 classrooms in Catholic schools. The initiatives described in the paper are evidence-based; they are guided by research and student achievement data addressing contemporary assessment reforms within the Australian educational context and considering the implications that the reforms have on the quality of student learning in RE. The reforms include quality assurance measures such as large-scale, standardised assessments (LSAs) and social moderation tools. The purpose of the measures is to establish standards that support the alignment of teaching and assessment practices. Such an alignment in the RE learning area has the potential to strengthen and improve student, as well as teacher, knowledge and understanding of the Catholic Faith Tradition. The paper draws from the Catholic RE school curriculum in Western Australia (WA), assessment principles outlined for schools in WA, an Australian Research Council Linkage project and local research about teacher perceptions of an LSA in RE. The paper supports local and national policy expectations recommending a review of the quality of RE as a learning area. Furthermore, given the prominence of the Catholic Church's mission of evangelisation and the nature and role of RE in Catholic schools as part of that mission, the paper endorses the Church's current stance on thoughtful dialogue and renewed efforts to bring a better understanding about Catholic culture and education to the world. [ABSTRACT FROM AUTHOR]

In Western Australia (WA), Religious Education (RE) is a mandated learning area within the compulsory years of the Catholic school sector. RE is advocated as a curriculum subject, timetabled for and assessed alongside other subjects and focussed on developing religious knowledge and understanding. In addition to the RE lesson, faith development, or catechesis occurs through the intersection of RE and other faith-based activities in the Catholic school. In the early learning centre that caters for children prior to compulsory schooling, there is no formalised RE curriculum and educators are tasked with raising the religious awareness of children as opportunities arise. This paper presents findings from research that explored educators' understandings of, and practices in, promoting children's spirituality specifically in connection to RE. As a result, the paper advocates for spirituality as the starting point for developing young children's religious beliefs. In addition, it become evident through this investigation that understandings of spirituality, religiosity and RE continue to be complex and educators require assistance to disentangle these if they are to intentionally promote children's spirituality, and subsequently, their religious beliefs. [ABSTRACT FROM AUTHOR]

Background: Lentil (Lens culinaris Medik.) is a globally-significant agricultural crop used to feed millions of people. Lentils have been cultivated in the Australian states of Victoria and South Australia for several decades, but efforts are now being made to expand their cultivation into Western Australia and New South Wales. Plant architecture plays a pivotal role in adaptation, leading to improved and stable yields especially in new expansion regions. Image-based high-throughput phenomics technologies provide opportunities for an improved understanding of plant development, architecture, and trait genetics. This paper describes a novel method for mapping and quantifying individual branch structures on immature glasshouse-grown lentil plants grown using a LemnaTec Scanalyser 3D high-throughput phenomics platform, which collected side-view RGB images at regular intervals under controlled photographic conditions throughout the experiment. A queue and distance-based algorithm that analysed morphological skeletons generated from images of lentil plants was developed in Python. This code was incorporated into an image analysis pipeline using open-source software (PlantCV) to measure the number, angle, and length of individual branches on lentil plants. Results: Branching structures could be accurately identified and quantified in immature plants, which is sufficient for calculating early vigour traits, however the accuracy declined as the plants matured. Absolute accuracy for branch counts was 77.9% for plants at 22 days after sowing (DAS), 57.9% at 29 DAS and 51.9% at 36 DAS. Allowing for an error of ± 1 branch, the associated accuracies for the same time periods were 97.6%, 90.8% and 79.2% respectively. Occlusion in more mature plants made the mapping of branches less accurate, but the information collected could still be useful for trait estimation. For branch length calculations, the amount of variance explained by linear mixed-effects models was 82% for geodesic length and 87% for Euclidean branch lengths. Within these models, both the mean geodesic and Euclidean distance measurements of branches were found to be significantly affected by genotype, DAS and their interaction. Two informative metrices were derived from the calculations of branch angle; 'splay' is a measure of how far a branch angle deviates from being fully upright whilst 'angle-difference' is the difference between the smallest and largest recorded branch angle on each plant. The amount of variance explained by linear mixed-effects models was 38% for splay and 50% for angle difference. These lower R2 values are likely due to the inherent difficulties in measuring these parameters, nevertheless both splay and angle difference were found to be significantly affected by cultivar, DAS and their interaction. When 276 diverse lentil genotypes with varying degrees of salt tolerance were grown in a glasshouse-based experiment where a portion were subjected to a salt treatment, the branching algorithm was able to distinguish between salt-treated and untreated lentil lines based on differences in branch counts. Likewise, the mean geodesic and Euclidean distance measurements of branches were both found to be significantly affected by cultivar, DAS and salt treatment. The amount of variance explained by the linear mixed-effects models was 57.8% for geodesic branch length and 46.5% for Euclidean branch length. Conclusion: The methodology enabled the accurate quantification of the number, angle, and length of individual branches on glasshouse-grown lentil plants. This methodology could be applied to other dicotyledonous species. [ABSTRACT FROM AUTHOR]

Background: Oral antineoplastic agents have caused a paradigm shift in cancer treatment, however, they produce many unique challenges. Although oral antineoplastics can have complex administration regimes, low adherence rates and high possibilities of drug-drug interactions, they are administered unsupervised at home. Cancer services pharmacists have the required skillsets to improve patient outcomes associated with oral antineoplastic treatment by increasing patient health literacy, improving concordance and optimising administration protocols. Aim: To evaluate patients' perceptions, experiences and overall satisfaction with dedicated clinical pharmacist consultations in patients treated with oral antineoplastic agents at a major public hospital. Method: In this retrospective cross-sectional study at a quaternary hospital in Western Australia, data were collected by a paper questionnaire (mailed in March 2022) to a random sample of 191 patients initiated on oral antineoplastic drugs between January 2021 and February 2022. Demographics, prescribed antineoplastic drug/s, cancer type data were collected including using 5-point Likert scale questions assess patients' overall satisfaction with the clinical pharmacist consultations. Results: The questionnaire response rate was 27.7% (52/188) (mean age 63.2 years; 57.5% female). Most patients (42/52; 80.8%) were satisfied with pharmacist consultations, trusted the pharmacist's advice (45/52; 86.5%), considered that the pharmacist improved their understanding of how to manage side effects (43/52; 82.7%) and they provided an important service in outpatient care (45/52; 86.5%). Conclusion: Overall, patients reported positive perceptions, experiences, and satisfaction with the cancer services pharmacist counselling services during their oral antineoplastic treatment. [ABSTRACT FROM AUTHOR]

This paper shows how system-level data can generate useful insights into the profile of first-year graduates who are teaching out-of-field (OOF). Understanding in-school demand and impacts on first-year graduates teaching OOF is important, especially when the first years of teaching are complex, busy, and involve a steep learning curve. A mixed methods sequential explanatory design was used to generate qualitative and quantitative data collected from teacher and principal surveys. This study establishes the prevalence of OOF teaching amongst first-year graduates in Western Australian public schools and develops a profile of their OOF experiences and support needs based on their perceptions and their principals' perceptions. This study details the supports that will make a difference to teachers' capability, in particular a reduction in load where the OOF teaching workload is high, and access to formal subject-specific mentoring, both noted in research as important support mechanisms. This paper provokes new research questions, highlights areas for further research, and establishes the need for more large-scale datasets and longitudinal studies to examine change over time and the enduring effects of OOF teaching, both in relation to transitions into teaching, as teachers learn on-the-job, and when teachers undertake formal professional development programmes or courses. [ABSTRACT FROM AUTHOR]

Context: This paper introduces the special issue of Pacific Conservation Biology devoted to the natural history of Two Peoples Bay Nature Reserve on the south coast of Western Australia. Methods: This paper provides the background to the special issue. Key results: Two Peoples Bay Nature Reserve was gazetted in 1967 for the conservation of the native biota, including two species; the Djimaalap/noisy scrub-bird (Atrichornis clamosus) and Ngilgaitch/Gilbert's potoroo (Potorous gilbertii), both believed extinct for over 100 years before being rediscovered on the Reserve. The Reserve is 4774.7 ha in area, with wetlands, heathlands, granite outcrops, sand dunes, beaches, cliffs, and islands. Since it was established, mean annual rainfall has decreased by 16.8%, mean annual maximum temperature has increased by 0.2°C, and mean annual minimum temperature has increased by 0.7°C. Conclusions: The paper poses the question: what do the changes of drier winters, hotter summers, and more extreme weather events mean for managers of conservation areas such as Two Peoples Bay? Implications: Changing climate will pose problems for the managers of Two Peoples Bay Nature Reserve in ensuring the conservation of the Djimaalap/noisy scrub-bird and Ngilgaitch/Gilbert's potoroo. Two Peoples Bay Nature Reserve comprises ~5000 ha of wetlands, heathlands, granite outcrops, sand dunes, beaches, cliffs, and islands. Two species, the Djimaalap/noisy scrub-bird and Ngilgaitch/Gilbert's potoroo, were believed extinct for over 100 years before being rediscovered on the Reserve. Since the Reserve was established in 1967, rainfall has decreased, while minimum and maximum temperatures have increased. We ask what the climate change means for managers of conservation areas such as Two Peoples Bay. This article belongs to the Collection The Natural History of Two Peoples Bay Nature Reserve, Western Australia. [ABSTRACT FROM AUTHOR]

This paper contributes to the growing body of scholarship related to the impact of imprisonment on families, from the particular perspective of parents, siblings and other close relatives of people serving a life sentence. We argue that those family members are often overlooked in research and service provision, while bearing the burden of the association with the offender. This is particularly problematic for relatives of life sentenced prisoners, having to cope with the seriousness of the offence, and the uncertainty of the perspectives of release. Based on 17 interviews conducted in Western Australia, we discuss family members' confrontation with and experiences throughout the criminal justice system. We report on how they manage to "live with life" and which coping mechanisms they developed. Our findings call for more investment into the matter, to generate a scholarship for a better understanding of and supporting initiatives for those close relatives. [ABSTRACT FROM AUTHOR]

The effects of preterm birth, neonatal morbidities and environmental influences on infant sleep development is an important yet under-researched topic, with little known about normative sleep for infants born sick or preterm. The aim of this prospective, observational longitudinal study was to evaluate maternal perceptions and degree of bother with infant sleep behaviours and feeding outcomes across the first 9 months after discharge for sick/preterm infants cared for in the neonatal intensive care unit (NICU) and for healthy term-born infants. This paper reports outcomes for the sick/preterm cohort (I = 94) that were recruited from two NICUs in Perth, Western Australia. Total bother scores were on average 20.2% higher at 9 months than at two weeks post-discharge (p < 0.001). Increased night waking frequency, evening settling duration and crying duration were all positively associated with total bother scores. Maternal confidence scores were negatively associated with maternal bother scores; with each unit increase in confidence, maternal bother decreased by 8.5% (p < 0.001). Covariates such as birth gestation, breastfeeding status and multiple births were not associated with maternal bother. Families may benefit from additional support when experiencing increased night waking frequency and crying and settling durations in the first 9 months after discharge from NICU. [ABSTRACT FROM AUTHOR]

This paper is an attempt to bridge the gap between deep learning and grammatical inference. Indeed, it provides an algorithm to extract a (stochastic) formal language from any recurrent neural network trained for language modelling. In detail, the algorithm uses the already trained network as an oracle—and thus does not require the access to the inner representation of the black-box—and applies a spectral approach to infer a weighted automaton. As weighted automata compute linear functions, they are computationally more efficient than neural networks and thus the nature of the approach is the one of knowledge distillation. We detail experiments on 62 data sets (both synthetic and from real-world applications) that allow an in-depth study of the abilities of the proposed algorithm. The results show the WA we extract are good approximations of the RNN, validating the approach. Moreover, we show how the process provides interesting insights toward the behavior of RNN learned on data, enlarging the scope of this work to the one of explainability of deep learning models. [ABSTRACT FROM AUTHOR]

The article presents abstracts on nutrition and dietetics topics including the role of nits in glycaemia and weight management, the use of technology to improve practice in clinical dietetics, and the evolutionary influences in nutrition, diet, and metabolism.

Context: This paper sets out the events leading to the establishment of Two Peoples Bay Nature Reserve. Methods: This paper is based on research into literature relating to the Albany region, government files and oral accounts relating to the area. Key results: Long known to the Noongar peoples, Two Peoples Bay was first mapped by Europeans in 1791 by Captain George Vancouver. The area was rapidly established as a base for the over-exploitation of natural resources. As the region became more developed and human population increased, recreational pressure on the area was such that the Western Australian Government surveyed Two Peoples Bay to establish a townsite. Just before the final surveys for the townsite were completed, the supposedly-extinct noisy scrub-bird (Atrichornis clamosus), was rediscovered there. National and international pressure on the WA Government from the conservation movement resulted in the reversal of the decision to develop a town in the area and led to the establishment of Two Peoples Bay Nature Reserve in 1967. Conclusions: The establishment of Two Peoples Bay Nature Reserve in the face of pressure for the development of a town on the bay, provides an interesting example of the needs of nature conservation over-riding real estate development. Implications: Although nature conservation values rarely stop real estate development, the Two Peoples Bay example demonstrates that nature conservation may prevail over real estate development, in this case involving the rediscovery of a species believed extinct. We describe the events leading to establishment of Two Peoples Bay Nature Reserve. The area was long known to Noongar peoples. Mapping by Europeans in 1791 was followed by sealing and whaling in the 19th century, and after World War II plans were prepared for a townsite. After the discovery of the noisy scrub-bird (Atrichornis clamosus), hitherto believed extinct for 100 years, plans for the town were cancelled and the Reserve was established in 1967. This article belongs to the Collection The Natural History of Two Peoples Bay National Park, Western Australia. [ABSTRACT FROM AUTHOR]

Hypersaline Hamelin Pool, with mean salinity >65, is located in Shark Bay, Western Australia. The high salinity has reduced its biodiversity, but it is home to a diverse assemblage of modern marine stromatolites. The limited exchange of water between Hamelin Pool and the rest of Shark Bay, due to the presence of the shallow Faure Sill together with high evaporation and low rainfall-runoff have resulted in a hypersaline environment. With climate-change-induced mean sea level rise (MSLR), hydrodynamic processes that maintain the hypersaline environment may be affected and are the focus of this paper. Oceanographic observations, together with hydrodynamic model results, were used to examine the hydrodynamic processes under present and future MSLR scenarios. A large attenuation in the tidal range, changes in the tidal characteristics, and current speeds together with a strong salinity gradient were observed across the Faure Sill under present-day conditions. Under an MSLR scenario of 1 m, the tidal amplitude decreased by up to 10% to the north, whilst to the south, the tidal range increased by up to 15%. Regions of strong vertical stratification were present on both sides of the Faure Sill. The simulations indicated that, under MSLR scenarios, these regions expanded in area and exhibited higher levels of vertical stratification. The salt flux across the Faure Sill was maintained as a diffusive process under MSLR scenarios. [ABSTRACT FROM AUTHOR]

The Forest Fire Danger Index (FFDI) is the main measure used in Australia for estimating fire risk. Recent work by the authors showed that the FFDI forms stable state regimes, nominated as fire climate regimes. These regimes shifted to greater intensity in southern and eastern Australia around the year 2000 and, a decade later, further north. Reductions in atmospheric moisture were the primary contributor. These changes have not been fully incorporated into future projections. This paper compares the recent regime shifts with the most recent national projections of FFDI, published in 2015. They show that for most states and regions, the 2030 upper limit is approached or exceeded by the recent shift, except for two states with large arid zones, South Australia and Western Australia. Methods for attributing past changes, constructing projections, and the inability of climate models to reproduce the recent decreases in atmospheric moisture, all contribute to these underestimates. To address these shortcomings, we make some suggestions to modify efforts aiming to develop seamless predictions and projections of future fire risk. [ABSTRACT FROM AUTHOR]

Data that is collected at the individual-level from mobile phones is typically aggregated to the population-level for privacy reasons. If we are interested in answering questions regarding the mean, or working with groups appropriately modeled by a continuum, then this data is immediately informative. However, coupling such data regarding a population to a model that requires information at the individual-level raises a number of complexities. This is the case if we aim to characterize human mobility and simulate the spatial and geographical spread of a disease by dealing in discrete, absolute numbers. In this work, we highlight the hurdles faced and outline how they can be overcome to effectively leverage the specific dataset: Google COVID-19 Aggregated Mobility Research Dataset (GAMRD). Using a case study of Western Australia, which has many sparsely populated regions with incomplete data, we firstly demonstrate how to overcome these challenges to approximate absolute flow of people around a transport network from the aggregated data. Overlaying this evolving mobility network with a compartmental model for disease that incorporated vaccination status we run simulations and draw meaningful conclusions about the spread of COVID-19 throughout the state without de-anonymizing the data. We can see that towns in the Pilbara region are highly vulnerable to an outbreak originating in Perth. Further, we show that regional restrictions on travel are not enough to stop the spread of the virus from reaching regional Western Australia. The methods explained in this paper can be therefore used to analyze disease outbreaks in similarly sparse populations. We demonstrate that using this data appropriately can be used to inform public health policies and have an impact in pandemic responses. [ABSTRACT FROM AUTHOR]

Aim: To establish the burden of respiratory illness in cerebral palsy (CP) on the Western Australian health care system by quantifying the costs of respiratory hospitalizations in children with CP, compared with non‐respiratory hospitalizations. Method: A 2‐year (2014–2015) retrospective study using linked hospital data (excluding emergency department visits), in a population of children with CP in Western Australia aged 18 years and under (median age at hospitalization 7 years; interquartile range 5–12 years). Results: In 671 individuals (57% male) there were 726 emergency hospitalizations, and 1631 elective hospitalizations. Although there were more elective hospitalizations, emergency hospitalizations were associated with longer stays in hospital, and more days in an intensive care unit, resulting in a higher total cost of emergency hospitalizations than elective hospitalizations (total costs: emergency AU$7 748 718 vs elective AU$6 738 187). 'Respiratory' was the leading cause of emergency hospitalizations, contributing to 36% of all emergency admission costs. For a group of high‐cost inpatient users (top 5% of individuals with the highest total inpatient costs) the most common reason for hospitalization was 'respiratory'. Where non‐respiratory admissions were complicated by an additional respiratory diagnosis, length of stay was greater. Interpretation: Respiratory hospitalizations in CP are a significant driver of health care costs. In the paediatric group, they are a burden for a subgroup of children with CP. What this paper adds: Respiratory illness is the most costly area for unplanned, emergency hospitalizations for children and young people with cerebral palsy.The top 5% of individuals with the highest total inpatient costs account for a disproportionate amount of health care costs. What this paper adds: Respiratory illness is the most costly area for unplanned, emergency hospitalizations for children and young people with cerebral palsy.The top 5% of individuals with the highest total inpatient costs account for a disproportionate amount of health care costs. [ABSTRACT FROM AUTHOR]

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Millennia of evolutionary ecology have seen Australia become one of the driest and flattest continents on Earth—and in the process, home to more than 700 species of Eucalyptus. Colonial scientists named them using a binomial system, thereby overwriting local vernaculars that had persisted for tens of thousands of years. This paper traces the man commemorated in the Albany Blackbutt, Eucalyptus staeri , a tree unique to the Great Southern region of Western Australia, traditionally the land of the Menang Noongar people. Using a biographical lens, the paper examines the intersection of Western science and commerce in plant collection and naming, and the ways in which these processes exclude or discount Indigenous knowledge. The paper argues that a more holistic and inclusive historical interpretation of herbarium specimens of E. staeri is achieved by correcting and re-analysing information about the German settler after whom it is named, John Staer, while at the same time acknowledging the Noongar people's deep knowledge (kartijin) of plants that has been passed down over many thousands of years. Australia is home to more than 700 species of Eucalyptus, named by Colonial scientists with a binomial system that displaced local Aboriginal vernaculars. Using a biographical lens, this paper traces the man commemorated in the Albany Blackbutt, Eucalyptus staeri , a tree unique to the Great Southern region of Western Australia, traditionally the land of the Menang Noongar people. In doing so, it suggests corrections and additions to public documents that speak to a need to Indigenise and decolonise written sources in herbaria the world over. [ABSTRACT FROM AUTHOR]

Background: Indigenous landscaping has had a revival with Indigenous cultures as an important part of multiculturalism. The landscape elements are generally gleaned from Indigenous Elders and from anthropological texts and pre-invasion history texts (e.g. explorers' notebooks) that enable an understanding of the ecological, food, and medicine aspects of their propagation. The purpose of this study was to examine how Indigenous landscaping (knowledge, values, management methods, use) can assist with biophilic urbanism, the new approach to bringing natural systems into the built environment. This emphasizes the importance of place meanings in biophilic design. It will illustrate this in Western Australia using the Noongar People's Six Seasons of distinct landscape each with importance for providing a living environment (shelter, food, medicine, and spiritual nourishment) and as a basic requirement for biodiversity management over 60,000 years. Results: The study presents key reasons to include Indigenous interpretive landscaping into biophilic urbanism. Case studies in Six Seasons Gardens are used to show how integrating a cultural element into landscaping can bring many advantages. From the analysis of the case studies, we identified qualities of Indigenous Local Native Gardens. Several reasons for prioritising Indigenous landscaping in urban settings are proposed. These highlight cultural, educational, and professional values that can be achieved. Conclusions: In this paper, we presented three case studies of urban indigenous and native gardens. We highlighted implications for adding indigenous dimensions to the management of the natural and built environments and brought to attention how indigenous landscaping is a conveyor of meaning, inclusive culture, and the importance of biodiversity. The future of biophilic urbanism will depend on whether sufficient contact with historians, anthropologists, and remnant indigenous communities can be made in order to emphasize the value for all aspects of biophilic urbanism in creating a deeper sense of place. [ABSTRACT FROM AUTHOR]

This paper relates evidence from the COVID‐19 pandemic to the concept of pandemic refuges, as developed in literature on global catastrophic risk. In this literature, a refuge is a place or facility designed to keep a portion of the population alive during extreme global catastrophes. COVID‐19 is not the most extreme pandemic scenario, but it is nonetheless a very severe global event, and it therefore provides an important source of evidence. Through the first 2 years of the COVID‐19 pandemic, several political jurisdictions have achieved low spread of COVID‐19 via isolation from the rest of the world and can therefore classify as pandemic refuges. Their suppression and elimination of COVID‐19 demonstrates the viability of pandemic refuges as a risk management measure. Whereas prior research emphasizes island nations as pandemic refuges, this paper uses case studies of China and Western Australia to show that other types of jurisdictions can also successfully function as pandemic refuges. The paper also refines the concept of pandemic refuges and discusses implications for future pandemics. [ABSTRACT FROM AUTHOR]

Purpose: This paper aims to explore how and why the Australian records and archives professions are in decline by examining job advertisements. The hypothesis was that competencies, developed as standards to communicate a professional identity to recruiters, would show in job advertisements. Design/methodology/approach: Searches were set up to capture job advertisements for records and archives positions advertised on Australia's largest job seeking website: Seek.com.au. Criteria developed to identify relevant advertisements were based on existing competencies and standards outlining records professionals' skills, knowledge and attributes. Statistical analysis was used to assess the data. Findings: Employers and recruiters are looking for generalist skills rather than specialist knowledge. Additionally, the requirement of having experience outweighs qualifications. Most job advertisements did not demonstrate awareness of records professionals' specialist skills, knowledge and attributes. Originality/value: There is a dearth of research into the Australian records workforce. There has been only one other research project into job advertisements in Australia, which focussed only on Western Australia. This research collected data over a three-month period for jobs advertised all over Australia. This paper raises questions about the role of competencies in establishing and communicating professional identity, as well as the future of records profession in Australia. [ABSTRACT FROM AUTHOR]

A global challenge concerns reconciling population growth and increasing built infrastructure with foreshore ecosystems that are 'squeezed' against a rising sea levels, hampering their ability to deliver life-sustaining ecosystem services. This paper tests established sea-level rise strategies – fortification, accommodation, and retreat – using a city-centre adjacent estuarine case study in Western Australia to understand the implications for foreshore ecosystem service provision. The results indicate that some retreat of urban areas will be required, combined with the migration of the foreshore reserves landward, to maintain ecosystem service functions over the longer term. [ABSTRACT FROM AUTHOR]

The article discusses the re-evaluation of seismic reflection surveys and integration of stratigraphic borehole data of the Mentelle Basin in Western Australia. It states that Basin stratigraphy is separated by major uncomformities related to both the Valanginian breakup between Australia-Antarctica and India-Madagascar. It notes that several kilometre-scale mounded structures rest on the Valanginian unconformity that are formed in the late Jurassic to early Cretaceous extension.

This paper describes an empirical case study of the Subiaco town centre in Western Australia. The research method employs geospatial mapping of archival and contemporary data sources to explore the town centre's changing spatial structure and high street morphology at the micro-scale over the past century. Once a thriving retail and business centre, Subiaco's (and possibly the state's), premier retail high street destination is now being compromised as the disruptive influence of online retailing gains further traction in the marketplace. Retail disruption provides the paper's conceptual foundation. Agents of disruption include the processes of creative destruction and innovation diffusion, which together with macro-economic factors help to explain the centre's evolution over time and space. The paper examines changes in the town centre's morphological character including residential gentrification, a growing dominance of fast food outlets, an overabundance of comparison stores and a more gendered offering in retail and personal services establishments. The paper also refers to the potential of the town centre to regain its past residential status as a means of fostering economic growth and renewal and suggests that this will only be achieved with radical intervention at the policy and planning level. [ABSTRACT FROM AUTHOR]

Australian mining projects frequently undertake cultural salvage, involving archaeological consultants and Aboriginal Elders to identify important artefacts. However, the storage conditions within shipping containers present challenges, such as weather, insects, and limited access for Traditional Owners. The author, reflecting on his experience working as a project heritage advisor in Western Australia's Pilbara region, emphasises the need for collaborative engagement between the mining sector and Aboriginal communities to develop effective storage strategies that prioritise both scientific integrity and cultural significance. The author raises questions about the purpose and sustainability of storing cultural artefacts in containers, while highlighting the need to balance safeguarding heritage with the evolving needs of Indigenous communities. Ultimately, the author emphasises the importance of empowering Traditional Owners in decisions about artefact storage and engaging in meaningful consultation to preserve cultural heritage. The author suggests that the process should prioritise not just tangible artefacts but also intangible aspects like stories and songlines that make up the living Indigenous culture. [ABSTRACT FROM AUTHOR]

Quality and morphology of outcrop exposure places fundamental constraints on what ichnological observations can be made and the veracity of these observations. Whilst the limits and potential biases are well known and reported for core studies, in the majority of field studies the equivalent biases are typically overlooked. In this paper we present a widely applicable method for recording outcrop characteristics based on their morphology, and how these characteristics may affect observations. We consider the impacts of structural orientation, superficial cover, and outcrop location on outcrop quality. Finally, we present two case studies, from the Tumblagooda Sandstone of Western Australia and the Armorican Sandstone Formation of northwestern France, to highlight the importance of recording outcrop characteristics. [ABSTRACT FROM AUTHOR]

This paper studies the simulation of Cyclone Nicholas that occurred close to the coastal area of Western Australia and fell on the mainland of Southwestern Australia. The simulation was conducted via a dynamical downscaling model, Weather Research and Forecasting (WRF), to obtain a higher resolution with reference to the regional climate data. The model simulation is generated using a global reanalysis of climate data for the initial and lateral boundary conditions. We investigated the response of the tropical storm to the model regarding the track and intensity using a modified Kyklop method that appears more appropriate for a landfall cyclone. Our study suggests that the regional climate data computed by the model deviates from the storm track of the global climate data forcing field. In this study, the track of the simulated storm is parallel to the satellite data, but it is shifted slightly to the east, closer to the mainland. Nevertheless, the model simulation can implement the intensity of the storm as strongly as the observation, while the forcing data delivers substantial underestimation. [ABSTRACT FROM AUTHOR]

This paper describes the on-going research at Cliff Head, Garden Island (Indigenous name Meeandip) in Western Australia, the first British settlement on the west coast of Australia dating to 1829. The research has recorded features of local limestone and introduced materials such as low-fired brick, a well, and other artifacts brought from Britain. Early results suggest that areas at the camp existed for domestic purposes, storage of equipment and food supplies, the running of stock, and intra and inter-island communication, but other hypotheses are proposed. [ABSTRACT FROM AUTHOR]