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This article examines the experience and effects of a trauma-responsive program that uses creative methods to address the ongoing psychosocial impacts of transgenerational trauma and youth suicide, which disproportionately affect First Nations people in Australia. Our aim is to understand how the aesthetic (sensory-affective) dimensions of such a program serve to promote experiences of growth after trauma, manifesting in a sense of connection to both self and community. The paper focuses on the second of two immersive, experiential workshops delivered seven months apart in the regional town of Warwick in Queensland, Australia. In the light of self-reports of growth and personal transformation following the initial workshop, the paper examines the key drivers of such growth, focusing in particular on how trauma-related experience is metabolised through cultural containment. It builds on Bion's concept of container/contained, combining analysis of the affordances of immersion. Framed in cultural rather than medical terms, the larger goal of the paper is to establish how cultural programs fill a gap in trauma informed support, facilitating the processing of trauma. [ABSTRACT FROM AUTHOR]

Recent decades have seen an exponential rise in the application of machine learning in geoscience. Fundamental differences distinguish geoscience data from most other data types. Geoscience datasets are typically multi-dimensional, and contain 1-D (drillholes), 2-D (maps or cross-sections), and 3-D volumetric and point data (models/voxels). Geoscience data quality is a product of its resolution and the precision of the methods used to acquire it. The dimensionality, resolution, and precision of each layer within a geoscience dataset translates to limitations in spatiality, scale and uncertainty of resulting interpretations. Historically, geoscience datasets were overlaid cartographically, to incorporate subjective, experience-driven knowledge, and variances in scale, and resolution. The nuances and limitations that underpin the reliability of automated interpretation are well understood by geoscientists, but are rarely appropriately transferred to data science. However, for true integration of geoscience data, such issues cannot be overlooked without consequence. To apply data analytics to complex geoscience data (e.g., hydrothermal mineral systems) effectively, methodologies must be used that characterise the system quantitatively, using collocated analyses, at a common scale. This paper provides research and exploration insights from an innovative district-wide, scale-integrated, geoscience data project, which analysed 1,590 samples from 23 mineral deposits and prospects across the Cloncurry District, Queensland, Australia. Ten different analytical techniques, including density, magnetic susceptibility, remanent magnetisation, anisotropy of magnetic susceptibility, radiometrics, conductivity, scanning electron microscopy (SEM)-based automated mineralogy, geochemistry, and short-wave infrared (SWIR) hyperspectral data with 561 columns of scale-integrated data (+2151 columns of SWIR). All data were collected on 2 cm x 2.5 cm sample cylinders; a scale at which the confidence in coupling of data from techniques can be high. These data are integrated by design, to eliminate the need to downscale coarser measurements via assumptions, inferences, inversions, and interpolations. This scale-consistent approach is critical to the quantitative characterisation of mineral systems and has numerous applications to mineral exploration, such as linking alteration paragenesis with structural controls and petrophysical zonation. [ABSTRACT FROM AUTHOR]

This paper explores the application of Constructivist Grounded Theory (C-GT) methodology for social work research. First, it argues that C-GT methodology is well aligned with social work as the two value the individual in the context of their environmental influences. Both also prioritise the importance of respecting and valuing the participant or individual, seeing their perspective as unique and significant. Finally, this research methodology's systematic yet flexible guidelines align with social work ethics, which also focus on the importance of professional integrity. The paper then provides an example of a C-GT PhD study in relation to an area of social work practice, that is, stability in statutory kinship care in Queensland, Australia. The paper details the specific recruitment and sampling of participants, data collection and coding analysis examples from the PhD study. The examples evidence the relevance of C-GT methodology and its application for research in the area of social work practice, specifically statutory kinship care. [ABSTRACT FROM AUTHOR]

Aim: To describe the development of social function in children with cerebral palsy (CP) classified in all levels of the Communication Function Classification System (CFCS). Method: This prospective, longitudinal population‐based cohort study recruited children with CP born in Queensland, Australia. Social functioning was measured using the Pediatric Evaluation of Disability Inventory (PEDI) social function domain at 2 years, 2 years 6 months, 3 years, 4 years, and 5 years, and the PEDI Computer Adaptive Test (PEDI‐CAT) social/cognitive domain at 8 to 12 years. Results: Seventy‐four children provided 356 observations. PEDI‐CAT social/cognitive scaled scores at 8 to 12 years were (mean [SD] n) CFCS level I, 68.6 (2.7) 45; CFCS level II, 64.0 (3.4) 10; CFCS level III, 63.5 (3.7) 4; CFCS level IV, 56.8 (5.0) 9; CFCS level V, 47.2 (5.8) 6. Scores within expected range for age (not less than 2 SD below mean) at 8 to 12 years were achieved by 35 (78%) children in CFCS level I and four (14%) in CFCS levels II to V. Forty‐nine per cent of children scored at least two standard deviations below the population mean on a proxy measure of fluid intelligence. Intellectual impairment was associated with lower PEDI‐CAT social/cognitive scaled scores in univariable analysis (β = −8.3, 95% confidence interval − 10.91 to −5.63; p < 0.001) but had a smaller effect when modelled together with CFCS. Interpretation: Social function attained by 8 to 12 years of age was strongly related to level of communication function (CFCS). The small number of children classified in CFCS levels II to V necessitates caution when viewing these individual CFCS level trajectories. What this paper adds: There is a strong relation between social functioning and Communication Function Classification System (CFCS) levels.At 8 to 12 years, 35 out of 45 children in CFCS level I met social functioning age expectations.Twenty‐five out of 29 in CFCS levels II to V had social functioning below that expected for age.CFCS and age were more strongly associated with development of social functioning than Gross Motor Function Classification System or Manual Ability Classification System and age. What this paper adds: There is a strong relation between social functioning and Communication Function Classification System (CFCS) levels.At 8 to 12 years, 35 out of 45 children in CFCS level I met social functioning age expectations.Twenty‐five out of 29 in CFCS levels II to V had social functioning below that expected for age.CFCS and age were more strongly associated with development of social functioning than Gross Motor Function Classification System or Manual Ability Classification System and age. This original article is commented on by Eslinger on pages 596–597 of this issue. [ABSTRACT FROM AUTHOR]

This paper explores the application of Constructivist Grounded Theory (C-GT) methodology for social work research. First, it argues that C-GT methodology is well aligned with social work as the two value the individual in the context of their environmental influences. Both also prioritise the importance of respecting and valuing the participant or individual, seeing their perspective as unique and significant. Finally, this research methodology's systematic yet flexible guidelines align with social work ethics, which also focus on the importance of professional integrity. The paper then provides an example of a C-GT PhDstudy in relation to an area of social work practice, that is, stability in statutory kinship care in Queensland, Australia. The paper details the specific recruitment and sampling of participants, data collection and coding analysis examples from the PhD study. The examples evidence the relevance of C-GT methodology and its application for research in the area of social work practice, specifically statutory kinship care. [ABSTRACT FROM AUTHOR]

Background: High-intensity interval training (HIIT) interventions are becoming more common in schools. However, limited input has been sought from end-users, which can help design interventions that are more engaging and context appropriate, therefore increasing their potential for successful implementation. One method of engaging end-users is co-design, which involves an active collaboration to design solutions to pre-specified problems. This paper aimed to: (1) describe the methodology and results of the co-design process in Making a HIIT to develop HIIT workouts for a school-based intervention; and (2) evaluate the feasibility and impact of co-designing HIIT workouts with students and teachers within the health and physical education (HPE) curriculum. Methods: The development of the HIIT workouts occurred during obligatory HPE lessons with year seven and eight students. The co-design process included: (1) identifying barriers and facilitators to exercise to create evaluation criteria for creating the HIIT workouts; (2) exploring HIIT; (3) defining HIIT parameters (intensity and interval length); (4) creating HIIT workouts using the parameters and evaluation criteria; (5) trialling and modifying the HIIT workouts based on class feedback and intensity data. To evaluate the feasibility and impact of the co-design process, a thematic analysis was completed using teacher interviews, student discussions, and student surveys. Results: Five classes comprised of 121 students (12–14 years; 49% female) and five teachers were involved in the co-design process across three schools in Queensland, Australia. A total of 33 HIIT workouts were created aimed at satisfying the HIIT parameters and variations of the following evaluation criteria: (1) fun; (2) social; (3) achievable skill level; (4) feeling accomplished; and (5) beneficial for health. From the thematic analysis, three themes (acceptability; implementation; integration) and 12 codes contributed to the overarching understanding of the feasibility of the lessons within the curriculum and a further three themes (perceived changes to lessons; educative outcomes; personal and social capabilities) and three codes contributed towards understanding their impact. Conclusion: Overall, co-designing HIIT workouts was feasible within the HPE curriculum and may have contributed to positive educative outcomes. Using this methodology could improve the implementation of HIIT interventions within HPE while supporting educative benefits. [ABSTRACT FROM AUTHOR]

The frequency and severity of extremes, including extreme precipitation events, extreme evapotranspiration and extreme water storage deficit events, are changing. Thus, the necessity for developing a framework that estimates non-stationary conditions is urgent. The aim of this paper is to develop a framework using the geeSEBAL platform, Generalised Extreme Value (GEV) models and spatiotemporal analysis techniques that incorporate the physical system in terms of cause and effect. Firstly, the geeSEBAL platform has enabled the estimation of actual evapotranspiration (ETa) with an unprecedented level of spatial-temporal resolution. Following this, the Non-stationary Extreme Value Analysis (NEVA) approach employs the Bayesian method using a Differential Evolution Markov Chain technique to calculate the frequency and magnitude of extreme values across the parameter space. Station and global climate datasets have been used to analyse the spatial and temporal variation of rainfall, reference evapotranspiration (ETo), ETa and water storage (WS) variables in the Lockyer Valley located in Southeast Queensland (SEQ), Australia. Frequency analysis of rainfall, ETa, and water storage deficit for 14 stations were performed using a GEV distribution under stationary and non-stationary assumptions. Comparing the ETa, ETo and ERA5 rainfall with station data showed reasonable agreement as follows: Pearson correlation of 0.59–0.75 for ETa, RMSE of 45.23–58.56 mm for ETa, Pearson correlation of 0.96–0.97 for ETo, RMSE of 73.13–87.73 mm for ETo and Pearson correlation of 0.87–0.92 for rainfall and RMSE of 37.53–57.10 mm for rainfall. The lower and upper uncertainty bounds between stationary and non-stationary conditions for rainfall station data of Gatton varied from 550.98 mm (stationary) to 624.97 mm (non-stationary), and for ERA5 rainfall datasets, 441.30 mm (stationary) to 450.77 mm (non-stationary). The results demonstrate that global climate datasets underestimate the difference between stationary and non-stationary conditions by 9.47 mm compared to results of 73.99 mm derived from station data. Similarly, the results demonstrate less variation between stationary and non-stationary conditions in water storage, followed by a sharp variation in rainfall and moderate variation in evapotranspiration. The findings of this study indicate that neglecting the non-stationary condition in some hydrometeorological variables can lead to underestimating their amounts. This framework can be applied to any geographical area for estimating extreme conditions, providing valuable insights for infrastructure planning and design, risk assessment and disaster management. [ABSTRACT FROM AUTHOR]

Charities play an increasingly important role in helping people experiencing poverty. However, institutionalized charity shifts the burden of poverty reduction away from the state and exposes recipients to stress and stigma. In this paper, we examine whether the need for institutionalized charity can be offset through enhanced state support. As in other countries, the Australian government responded to the COVID-19 pandemic by substantially increasing the level of income support to citizens through several temporary payments. We draw on this natural experiment and time-series data from the two largest charity organizations in Queensland, Australia to examine how these payments altered the demand for institutionalized charity. We model these data using difference-in-difference regression models to approximate causal effects. By exploiting the timing and varying amounts of the payments, our analyses yield evidence that more generous income support reduces reliance on charity. Halving the demand for charity requires raising pre-pandemic income-support by AUD$42/day, with supplements of approximately AUD$18/day yielding the greatest return on investment. [ABSTRACT FROM AUTHOR]

Background: Effective and scalable prevention approaches are urgently needed to address the rapidly increasing rates of e-cigarette use among adolescents. School-based eHealth interventions can be an efficient, effective, and economical approach, yet there are none targeting e-cigarettes within Australia. This paper describes the protocol of the OurFutures Vaping Trial which aims to evaluate the efficacy and cost-effectiveness of the first school-based eHealth intervention targeting e-cigarettes in Australia. Methods: A two-arm cluster randomised controlled trial will be conducted among Year 7 and 8 students (aged 12–14 years) in 42 secondary schools across New South Wales, Western Australia and Queensland, Australia. Using stratified block randomisation, schools will be assigned to either the OurFutures Vaping Program intervention group or an active control group (health education as usual). The intervention consists of four web-based cartoon lessons and accompanying activities delivered during health education over a four-week period. Whilst primarily focused on e-cigarette use, the program simultaneously addresses tobacco cigarette use. Students will complete online self-report surveys at baseline, post-intervention, 6-, 12-, 24-, and 36-months after baseline. The primary outcome is the uptake of e-cigarette use at 12-month follow-up. Secondary outcomes include the uptake of tobacco smoking, frequency/quantity of e-cigarettes use and tobacco smoking, intentions to use e-cigarettes/tobacco cigarettes, knowledge about e-cigarettes/tobacco cigarettes, motives and attitudes relating to e-cigarettes, self-efficacy to resist peer pressure and refuse e-cigarettes, mental health, quality of life, and resource utilisation. Generalized mixed effects regression will investigate whether receiving the intervention reduces the likelihood of primary and secondary outcomes. Cost-effectiveness and the effect on primary and secondary outcomes will also be examined over the longer-term. Discussion: If effective, the intervention will be readily accessible to schools via the OurFutures platform and has the potential to make substantial health and economic impact. Without such intervention, young Australians will be the first generation to use nicotine at higher rates than previous generations, thereby undoing decades of effective tobacco control. Trial registration: The trial has been prospectively registered with the Australian and New Zealand Clinical Trials Registry (ACTRN12623000022662; date registered: 10/01/2023). [ABSTRACT FROM AUTHOR]

Objective: Bariatric surgery is an effective treatment for type 2 diabetes and morbid obesity. This paper analyses the clinical and patient-reported outcomes of patients treated through the Bariatric Surgery Initiative, a health system collaboration providing bariatric surgery as a state-wide public service in Queensland, Australia. Research design and methods: A longitudinal prospective cohort study was undertaken. Eligible patients had type 2 diabetes and morbid obesity (BMI ≥ 35 kg/m2). Following referral by specialist outpatient clinics, 212 patients underwent Roux-en-Y gastric bypass or sleeve gastrectomy. Outcomes were tracked for a follow-up of 12-months and included body weight, BMI, HbA1c, comorbidities, health-related quality of life, eating behaviour, and patient satisfaction. Results: Following surgery, patients' average body weight decreased by 23.6%. Average HbA1c improved by 24.4% and 48.8% of patients were able to discontinue diabetes-related treatment. The incidence of hypertension, non-alcoholic steatohepatitis, and renal impairment decreased by 37.1%, 66.4%, and 62.3%, respectively. Patients' emotional eating scores, uncontrolled eating and cognitive restraint improved by 32.5%, 20.7%, and 6.9%, respectively. Quality of life increased by 18.8% and patients' overall satisfaction with the treatment remained above 97.5% throughout the recovery period. Conclusions: This study confirmed previous work demonstrating the efficacy of publicly funded bariatric surgery in treating obesity, type 2 diabetes and related comorbidities, and improving patients' quality of life and eating behaviour. Despite the short follow-up period, the results bode well for future weight maintenance in this cohort. [ABSTRACT FROM AUTHOR]

Background: Maternity services have limited formalised guidance on planning new services such as midwifery group practice for vulnerable women, for example women with a history of substance abuse (alcohol, tobacco and other drugs), mental health challenges, complex social issues or other vulnerability. Continuity of care through midwifery group practice is mostly restricted to women with low-risk pregnancies and is not universally available to vulnerable women, despite evidence supporting benefits of this model of care for all women. The perception that midwifery group practice for vulnerable women is a high-risk model of care lacking in evidence may have in the past, thwarted implementation planning studies that seek to improve care for these women. We therefore aimed to identify the barriers and enablers that might impact the implementation of a midwifery group practice for vulnerable women.Methods: A qualitative context analysis using the Consolidated Framework for Implementation Research was conducted at a single-site tertiary health facility in Queensland, Australia. An interdisciplinary group of stakeholders from a purposeful sample of 31 people participated in semi-structured interviews. Data were analysed using manual and then Leximancer computer assisted methods. Themes were compared and mapped to the Framework.Results: Themes identified were the woman's experience, midwifery workforce capabilities, identifying "gold standard care", the interdisciplinary team and costs. Potential enablers of implementation included perceptions that the model facilitates a relationship of trust with vulnerable women, that clinical benefit outweighs cost and universal stakeholder acceptance. Potential barriers were: potential isolation of the interdisciplinary team, costs and the potential for vicarious trauma for midwives.Conclusion: There was recognition that the proposed model of care is supported by research and a view that clinical benefits will outweigh costs, however supervision and support is required for midwives to manage and limit vicarious trauma. An interdisciplinary team structure is also an essential component of the service design. Attention to these key themes, barriers and enablers will assist with identification of strategies to aid successful implementation. Australian maternity services can use our results to compare how the perceptions of local stakeholders might be similar or different to the results presented in this paper. [ABSTRACT FROM AUTHOR]

Fibropapillomatosis (FP) is a tumor‐forming disease which affects all species of marine turtle, but predominantly the green turtle (Chelonia mydas). Expression of this disease is thought to be precipitated by poor environmental conditions and often linked to anthropogenically induced environmental changes. Although FP is a globally distributed disease, targeted studies on the spatial distribution of the disease in Australia are limited. Here, we present the first comprehensive report of FP prevalence in Queensland, Australia. A retrospective analysis of 25,645 capture records for 15 sites along the Queensland coast were used to determine FP prevalence and trends in foraging green turtles. Within this data set, 791 turtles (3.1%) with FP tumors were recorded. Our analysis showed that prevalence varies between sites and years, with juvenile turtles being the most frequently affected by the disease. We found that survey method has a significant influence on the apparent FP prevalence detected at each site. That is, surveys which were explicitly FP‐targeted detected higher numbers of individual turtles with FP, and therefore generated higher prevalence rates than comprehensive population surveys. We also report the first attempt at developing water quality indices (WQIs) to compare with FP prevalence data in foraging green turtles. The WQIs were built from metrics published in a range of peer‐reviewed papers, reports, and based on expert opinion. Despite utilizing an extensive data set, a relationship between FP prevalence and WQI rankings at each site could not be quantified. The analysis was confounded by a range of limitations, including data gaps, varying temporal scales and data capture methods in the FP prevalence, and water quality data sets. This study has significant implications for management as it highlights the benefits of designing and collecting centralized data that can be integrated and used across multiple projects or programs. [ABSTRACT FROM AUTHOR]

This paper proposes a novel data driven framework for detecting topology transitions in a distribution network. The framework analyzes data from phasor measurement units (PMUs) and relies on the fact that changes in network topology results in changes in the structure and admittance of the network. Using voltage and current phasors recorded by PMUs, the proposed method approximates network parameters using an ensemble-based deep learning model and thus, it does not require any knowledge of network parameters and load models. Using the prediction error of the proposed model, a connectivity matrix which shows the status of switches is constructed. In contrast to other methods, this proposed framework does not require a library of voltage and current transients associated with possible network transitions. It can also detect simultaneous switching actions and is robust to noise and load variations. The model yields a lower error detection rate, and its performance is validated using a modified version of the IEEE 33 bus network and a real feeder located in Queensland, Australia, under full and partial observability conditions. The proposed model has also been compared with another data driven method in terms of inference time and error detection rates. [ABSTRACT FROM AUTHOR]

Background: The current study aimed to further our understanding of second opinions among medical oncology patients by examining the proportion of patients who sought a second opinion about their cancer treatment, and why. Methods: The study was conducted between 2013 and 2015 in three medical oncology clinics located in public hospitals in Australia: in metropolitan New South Wales, metropolitan Queensland, and in Tasmania. Those patients who provide written informed consent were asked to complete a brief paper and pencil survey in the clinic containing questions on sociodemographic, disease and treatment characteristics. Approximately 1 month later, participants were mailed a second paper and pencil survey which contained questions about whether they had sought a second opinion and their motivation for doing so. Non-responders were followed up by letter at 3 and 6 weeks. Results: Of 823 patients screened for eligibility, 698 eligible patients, 612 provided consent. Of those who consented, 355 completed both the initial survey and the second survey and were included in the analyses. Of the 57 patients who sought a second opinion, the most frequent reasons given for doing so were the need for reassurance (49.1%) and the need to consider the range of treatment options (41.8%). Of the 297 (83.6%) participants who did not seek a second opinion, the main reason was confidence in the first doctor (88.7%). Only 3.1% patients did not know that they could ask for a second opinion. Occasionally the doctor will initiate the referral for a second opinion. Conclusions: Our study suggests that a minority of cancer patients seek a second opinion at some phase during their care. Most did so for reassurance or to ensure that they had covered all of the treatment options and not because of discomfort or distrust of their treating doctor. Few patients reported a lack of awareness of second opinions. This suggests that second opinions form part of a patient-centred approach to information provision about care options. Whether the second opinion improves the quality of care or indeed outcomes has been difficult to demonstrate. [ABSTRACT FROM AUTHOR]

Tick paralysis resulting from bites from Ixodes holocyclus and I. cornuatus is one of the leading causes of emergency veterinary admissions for companion animals in Australia, often resulting in death if left untreated. Availability of timely information on periods of increased risk can help modulate behaviors that reduce exposures to ticks and improve awareness of owners for the need of lifesaving preventative ectoparasite treatment. Improved awareness of clinicians and pet owners about temporal changes in tick paralysis risk can be assisted by ecological forecasting frameworks that integrate environmental information into statistical time series models. Using an 11-year time series of tick paralysis cases from veterinary clinics in one of Australia's hotspots for the paralysis tick Ixodes holocyclus, we asked whether an ensemble model could accurately forecast clinical caseloads over near-term horizons. We fit a series of statistical time series (ARIMA, GARCH) and generative models (Prophet, Generalised Additive Model) using environmental variables as predictors, and then combined forecasts into a weighted ensemble to minimise prediction interval error. Our results indicate that variables related to temperature anomalies, levels of vegetation moisture and the Southern Oscillation Index can be useful for predicting tick paralysis admissions. Our model forecasted tick paralysis cases with exceptional accuracy while preserving epidemiological interpretability, outperforming a field-leading benchmark Exponential Smoothing model by reducing both point and prediction interval errors. Using online particle filtering to assimilate new observations and adjust forecast distributions when new data became available, our model adapted to changing temporal conditions and provided further reduced forecast errors. We expect our model pipeline to act as a platform for developing early warning systems that can notify clinicians and pet owners about heightened risks of environmentally driven veterinary conditions. Author summary: Tick-borne illnesses constitute a diverse group of debilitating conditions for pet dogs and cats around the world. In Australia, thousands of domestic dogs are admitted to emergency veterinary clinics due to tick paralysis each year. These admissions are highly seasonal and may be associated with changing environmental conditions, suggesting models that learn from environmental patterns to forecast the oncoming tick season could inform pet owners and clinicians about changing risks. In this paper we use a series of statistical forecasting models to analyse and predict tick paralysis admissions to veterinary clinics in a tick paralysis hotspot in Queensland, Australia. Our approach is novel in that we combine individual models into a superior ensemble that is trained to reduce forecast uncertainty, giving more accurate estimates of what the coming tick season will look like. Our model consistently outperforms a field-leading benchmark while uncovering important patterns about environmental drivers of paralysis tick exposure, including changes to levels of moist vegetation and maximum temperature. We also demonstrate how our model can be used to automatically produce forecasts of tick paralysis admissions as new data become available. This can have important implications for designing improved early warning systems for tick-borne illness. [ABSTRACT FROM AUTHOR]

The Princess Alexandra Hospital (PAH) Gamma Knife® Centre of Queensland (GKCoQ) began operations in October of 2015 as a sub‐specialty located within a larger radiation oncology service at PAH. It is uniquely positioned as the only Leksell Gamma Knife® (LGK) treatment unit available in the public hospital system in Australia, and the first and only service in Queensland. The GKCoQ treated the 1000th patient on 23 January 2019. LGK is a non‐invasive alternative to neurosurgery which uses radioactive cobalt sources to treat a variety of intracranial conditions ranging from tumours and metastases to functional disorders. It is a platform for stereotactic radiosurgery, a highly precise form of radiotherapy utilising very high doses to the target while maximally sparing surrounding normal brain. LGK enables patient planning and treatment to be done in one day as an outpatient procedure. This paper will outline our LGK service and provide insight into the expanded role that radiation therapists have within the multidisciplinary team required to deliver radiosurgery in a timely manner. The training programme and radiation licensing pathway that have been established for radiation therapists will also be described. [ABSTRACT FROM AUTHOR]

Road crash fatality is a universal problem of the transportation system. A massive death toll caused annually due to road crash incidents, and among them, vulnerable road users (VRU) are endangered with high crash severity. This paper focuses on employing machine learning-based classification approaches for modelling injury severity of vulnerable road users—pedestrian, bicyclist, and motorcyclist. Specifically, this study aims to analyse critical features associated with different VRU groups—for pedestrian, bicyclist, motorcyclist and all VRU groups together. The critical factor of crash severity outcomes for these VRU groups is estimated in identifying the similarities and differences across different important features associated with different VRU groups. The crash data for the study is sourced from the state of Queensland in Australia for the years 2013 through 2019. The supervised machine learning algorithms considered for the empirical analysis includes the K-Nearest Neighbour (KNN), Support Vector Machine (SVM) and Random Forest (RF). In these models, 17 distinct road crash parameters are considered as input features to train models, which originate from road user characteristics, weather and environment, vehicle and driver condition, period, road characteristics and regions, traffic, and speed jurisdiction. These classification models are separately trained and tested for individual and unified VRU to assess crash severity levels. Afterwards, model performances are compared with each other to justify the best classifier where Random Forest classification models for all VRU modes are found to be comparatively robust in test accuracy: (motorcyclist: 72.30%, bicyclist: 64.45%, pedestrian: 67.23%, unified VRU: 68.57%). Based on the Random Forest model, the road crash features are ranked and compared according to their impact on crash severity classification. Furthermore, a model-based partial dependency of each road crash parameters on the severity levels is plotted and compared for each individual and unified VRU. This clarifies the tendency of road crash parameters to vary with different VRU crash severity. Based on the outcome of the comparative analysis, motorcyclists are found to be more likely exposed to higher crash severity, followed by pedestrians and bicyclists. [ABSTRACT FROM AUTHOR]

The claims that all coconuts (Coco Nucifera L.) were introduced into Australia by Europeans were researched by studying the journals of the maritime expeditions, the records of the Queensland Acclimatisation Society, historical data and published papers. The 1869 minutes of the Queensland Acclimatisation Society stated that no introduced coconuts were fruiting, and the Queensland Governor stated that there were self-sown coconut palms on the coast. A large spherical niu vai phenotype was introduced from the 1870s to 1900. Field research was conducted in the vicinity of an historical coconut plantation at Wonga Beach. Nuts and palms were examined to understand if all coconuts in that region were descended from the introduced phenotype. Most self-sown coconuts are intermediate types with native Australian origins, not the introduced phenotype. [ABSTRACT FROM AUTHOR]

In this paper, the influence of organisational factors and the role of individual factors on affective commitment is examined, particularly whether volunteers' motive fulfilment mediates the influence of perceived organisational support on volunteers' affective commitment. A cross-sectional survey was used to collect data from 213 volunteers from five non-profit organisations in Queensland, Australia. Perceived organisational support is found to have a significant relationship with volunteers' affective commitment. Furthermore, motive fulfilment has a significant effect on the impact of perceived organisational support (POS) on the outcome. The results of the study provide new knowledge about the importance of motive fulfilment as a tool for improving volunteers' positive experiences of an organisation and explain how motive fulfilment promotes increased affective commitment [ABSTRACT FROM AUTHOR]

With long colonial histories, Aboriginal and Torres Strait Islander Peoples in Australia experience lower life expectancy and a higher burden of illness. To this day, Indigenous Peoples experience interpersonal, systemic, and institutional racism in the mainstream public health system of Australia, leading to the underuse of mainstream health services and resulting in many Indigenous Australians living in a state of persistent crisis. Extreme and unacceptable levels of institutional racism have been identified in the hospitals and health services of Queensland, Australia, using the Marrie Institutional Racism Matrix (MIRM), an evidence-based assessment tool for identifying, measuring, and monitoring racism in institutional settings. This paper aims to identify ways to address institutional racism against Indigenous Peoples in the health care sector. Specifically, using publicly available documents, a case study analysis of the Institute for Urban Indigenous Health (IUIH), a network of Aboriginal Community Controlled Health Services, is conducted using the MIRM as a guide. The conclusion is that the IUIH actively works to address institutional racism by (a) including Indigenous people in key decision-making processes and structures; (b) undertaking numerous community engagement strategies; (c) building partnerships within and outside the health sector to address the social determinants of health; and (d) working in ways that align with Indigenous ways of being and doing. It is argued that mainstream health services need to be aware of institutional racism and learn from the approaches of Indigenous-led organizations to create institutions that are inclusive of Indigenous members of society. [ABSTRACT FROM AUTHOR]

Summary: Protecting native biodiversity is a difficult prospect in extremely modified landscapes, especially where high‐impact exotic species are widespread. Using new data and a review of the literature, this paper comments on the use of livestock grazing to manage the invasive and highly combustible pasture grass species, Buffel Grass (Cenchrus ciliaris) and thereby help conserve fire‐sensitive Brigalow (Acacia harpophylla) vegetation in reserves in Queensland, Australia. We cite evidence that shows that grazing is a potentially useful management tool in such cases and its use can be compatible with the protection of both fire‐sensitive vegetation and other native plant species within the understorey. However, there are limitations in implementing grazing within conservation reserves including the lack of a clear understanding of the influence of grazing on biodiversity and resource condition. Importantly, we highlight secondary invasion by the exotic grass Indian Couch (Bothriochloa pertusa) as a key emerging threat that may undermine the biodiversity benefits gained by grazing in reserves. Grazing can be a useful tool for conservation management in particular scenarios, but the associated risks demand accompanying monitoring and reporting of positive and negative impacts to ensure the fundamental aim of biodiversity protection is being achieved. [ABSTRACT FROM AUTHOR]

• A PV variability tolerant multifunctional control strategy for BESS is proposed. • Four control functions of BESS with possible user-defined extensions were formulated. • A use-case to control PV plant's power ramp rate is demonstrated using real data. • Validation is performed in real-time software-in-loop platform using real-field data. • Evaluation of proposed strategy shows the potential for real-world deployment. This paper proposes a multifunctional control strategy for battery energy storage systems (BESSs) in solar photovoltaic (PV) plants to avoid the unacceptable PV-power ramp-rate caused by PV variability. In addition to the PV variability tolerant ramp-rate control, the proposed multifunctional BESS control strategy is capable of maintaining a user-specified charging profile to store excess PV power while providing backup power support and charge maintenance, by accommodating diverse control functions time to time. Four control functions, namely, Rest (RST), Surplus Energy Storage (STR), Back-up Power Support (SPT) and Charge Maintenance (CMT) functions, are proposed in this article. Besides, extendibility of the proposed multifunctional strategy is presented by adding two action strategies – one with the STR function and another with the SPT function. Validation of the proposed control strategy is conducted by using real historical data from a utility-scale solar PV plant located in Queensland, Australia. Numerical analyses show that the strategy can successfully keep the PV ramp-rate within specified limit along with the user specified charge profile. Further, exploiting the real-field data, the proposed strategy is demonstrated through a real-time co-simulation study conducted in a MATLAB interfaced RSCAD-RTDS platform that can be used as Digital Twin (DT) for the PV plant. [ABSTRACT FROM AUTHOR]

Introduction: This paper reports on the findings of the Nursing and Midwifery Exchange Program, initiated to promote rural and remote nursing and midwifery, and to facilitate clinical skills development and clinical collaboration between health services in Queensland, Australia. The project was undertaken over an 18-month period in one state of Australia, offering structured, temporary exchange of personnel between metropolitan and rural health services. Background: Globally, there is an increasing awareness of nursing shortages, and with it, the need to ensure that nurses and midwives are prepared for specialist roles and practice. This is particularly important in rural and remote areas, where there are pre-existing barriers to access to services, and difficulties in attracting suitably qualified, permanent staff. Methods: A mixed methods approach to the evaluation was undertaken with two cohorts. One cohort was the nurses and midwives who participated in the exchange (n = 24) and the other cohort were managers of the participating health services (n = 10). The nurses and midwives who participated in the exchange were asked to complete a questionnaire that included questions related to embeddedness and job satisfaction. The managers participated in a Delphi series of interviews. Results: Those who participated in exchange reporting a higher score on the reported degree of understanding of rural client, which was accompanied with a moderate-to-large effect size estimate (d = 0.61). Nurses/midwives in the exchange group reported higher scores on their perceptions of aspects of their home community that would be lost if they had to leave, which was accompanied with a large effect size (d = 0.83). Overall, NMEP was reported by the participants to be a positive way to improve professional development opportunities for nurses and midwives. The findings also show the program supported practical collaboration and raised the profile of nursing and midwifery in rural areas. Conclusion: Exchange programs support clinical and professional development, raising the awareness of different contexts of practice and related skills requirements, and thereby supporting a greater understanding of different nursing roles. In the light of increasingly complex care required by patients with chronic conditions being managed in community-based services, programs such as NMEP provide the opportunity to build collaborative networks between referring and referral centres as well as contribute to the ongoing skills development. [ABSTRACT FROM AUTHOR]

In the absence of quantitative relationships, a cross-gradient function can be used to correlate unknown physical properties in a joint inversion of geophysical data sets. It introduces a structural correlation between properties. A commonly used, inexact approach adds a weighted cross-gradient term as a penalty to the cost function being minimized during inversion. This weighting factor needs to be tuned to balance the regularization and cross-gradient terms. In this paper we propose nonlinear weighting for the cross-gradient function which addresses the very different magnitudes of the cross-gradient and regularization terms. This approach also couples the weighting factors for the regularization and correlation terms reducing the number of tuning parameters. The approach is investigated for a synthetic case. Results are also shown for the 3-D joint inversion of high-resolution magnetic and gravity anomaly data from Southern Queensland in Australia with over 30 million cells. [ABSTRACT FROM AUTHOR]

Background: We investigate factors affecting Australian general practitioners' decisions to adopt novel oral anticoagulants (NOACs) for the prevention of stroke/systemic embolism among patients with atrial fibrillation. Australia has a national homogeneous review and coverage system, which enables us to distinguish physician level factors while maintaining system level factors and patient coverage information constant.Methods: We conduct a cohort analyses by using longitudinal physician survey data from the Medicine in Australia: Balancing Employment and Life panel survey of Australian physicians (MABEL). MABEL data contain rich physician-level information such as age, gender, education, risk preferences, personality, physicians' communications with other medical professionals, and other practice characteristics. Importantly, the survey data were linked, with physician's consent, to actual utilization data from the Australian Pharmaceutical Benefits Scheme and the Medicare Benefits Schedule between January 1, 2012 and December 31, 2015. We measure speed (days until first time prescribing) of adopting NOACs. We estimate a Cox proportional hazard model to estimate factors affecting the adoption speed.Results: Several factors predict earlier adoption of NOACs: being male, more likely to take clinical risk, higher prescribing volume, being a principal or partner in the practice instead of an employee, spending less time in a typical consultation, and practicing in more affluent areas or areas with a higher proportion of older patients. GPs in Queensland are more likely to adopt NOACs and more likely to be extensive early adopters compared to other GPs. Other characteristics including physician personality, family circumstances, their involvement with public hospitals and teaching activities, and the distance between physician practice location to other clinics in the area are not statistically associated with earlier adoption.Conclusions: Our paper is one of the first to study the relationship between GPs' risk preferences, personality and their decisions to adopt new prescription drugs. Because NOACs are commonly prescribed and considered more cost-effective than their older counterpart, understanding factors affecting physicians' decisions to adopt NOACs has direct policy implications. Our results also highlight that even with universal coverage for prescription drugs, access to new drugs is different among patients, partially because who their doctors are and where they practice. [ABSTRACT FROM AUTHOR]

Although planning and policy instruments are important for climate change adaptation, the implementation of these measures is critical for success. This paper studies different climate change adaptation strategies by analysing the measures adopted by stakeholders in charge of government policy development and implementation to minimise the impacts of climate change in the northern tropical region of Queensland, Australia. Local government organisations are responsible for taking a leading role in climate change adaptation. State and commonwealth government agencies are primarily responsible for developing climate transition policies and guidelines, as well as providing limited financial aid to help support the local government. Interviews were conducted with local government practitioners identified from different local government authorities in the study region. Although all the government bodies made some progress in developing better climate change adaptation policies, the interview participants identified that a lot more needs to be done, especially in implementation, including devising and the application of relevant action plans, economic assessments, stakeholder participations and engagement. From a local government practitioners' viewpoint, both the water sector and local economy will face the highest immediate impacts if climate change adaptation actions are not adequately implemented at local government level in the study region. There are currently no notable legal bindings to address climate change risks in the region. In addition, financial liability assessments due to climate risks and cost-share mechanisms among different levels of stakeholders and government authorities to face and prepare for climate change impacts hardly exist. Although the interview respondents recognise their high importance. As there are uncertainties in the achievements of climate change adaptation plans, from a local government practitioners' standpoint, the local authorities should take appropriate actions to integrate adaptation and mitigation works to face and prepare for climate risks rather than focusing only on adaptation. The respondents informed that some work has been done to identify flood prone areas and a few policy documents exist that accommodate sea level rise in planning practice, but these are done in fragments with no holistic implementation, monitoring or evaluation plans put in place. • Climate change adaptation actions are urgently needed. • The priorities and perceptions of government professionals are key to success. • Stakeholders needs to be engaged to formulate adaptation strategies. • Holistic implementation, monitoring or evaluation plans are important for success. • Climate change adaptation and mitigation measures are suggested to be integrated. [ABSTRACT FROM AUTHOR]

Background: Law purports to regulate end-of-life care but its role in decision-making by doctors is not clear. This paper, which is part of a three-year study into the role of law in medical practice at the end of life, investigates whether law affects doctors' decision-making. In particular, it considers whether the fact that the law differs across Australia's three largest states - New South Wales (NSW), Victoria and Queensland - leads to doctors making different decisions about withholding and withdrawing life-sustaining treatment from adults who lack capacity. Methods: A cross-sectional postal survey of the seven specialties most likely to be involved in end-of-life care in the acute setting was conducted between 18 July 2012 and 31 January 2013. The sample comprised all medical specialists in emergency medicine, geriatric medicine, intensive care, medical oncology, palliative medicine, renal medicine and respiratory medicine on the AMPCo Direct database in those three Australian states. The survey measured medical specialists' level of legal compliance, and reasons for their decisions, concerning the withholding or withdrawal of lifesustaining treatment. Multivariable logistic regression was used to examine predictors of legal compliance. Linear regression was used to examine associations between the decision about life-sustaining treatment and the relevance of factors involved in making these decisions, as well as state differences in these associations. Results: Response rate was 32% (867/2702). A majority of respondents in each state said that they would provide treatment in a hypothetical scenario, despite an advance directive refusing it: 72% in NSW and Queensland; 63% in Victoria. After applying differences in state law, 72% of Queensland doctors answered in accordance with local law, compared with 37% in Victoria and 28% in NSW (p < 0.001). Doctors reported broadly the same decision-making approach despite differences in local law. Conclusions: Law appears to play a limited role in medical decision-making at the end of life with doctors prioritising patient-related clinical and ethical considerations. Different legal frameworks in the three states examined did not lead to different decisions about providing treatment. More education is needed about law and its role in this area, particularly where law is inconsistent with traditional practice. [ABSTRACT FROM AUTHOR]

In response to community and government concerns around social impacts and issues associated with rapid development within the resource sector, the Australian State of Queensland in 2008 introduced a requirement for resource projects to develop Social Impact Management Plans (SIMPs). This paper considers whether current SIMP practice reflects leading practice, as was hoped for when they were introduced. It draws on the authors' collective experience as social practitioners in the mining, oil and gas and infrastructure sectors in Queensland and elsewhere. While the introduction of SIMPs is to be applauded, the authors argue that there are elements of practice that need refinement. In particular, SIMPs in Queensland often display a ‘one size fits all’ approach, do not differentiate between impacts and opportunities, risk confusing the roles and responsibilities of various actors, and contain impractical and onerous requirements for agreement making. The paper concludes by proposing a set of principles that would refine and streamline the Queensland practice to become an example of leading practice social impact management. [ABSTRACT FROM PUBLISHER]

Particulate matter (PM) or particle pollution include the tiny particles of dust and fly ash particles are expelled from coal-burning power plants. Coal combustion is an extremely prevalent source of air pollution, and resulting PM has substantial impacts on human health, especially in industrial zones. This paper aims to design a novel hybrid deep learning framework based on long short-term memory (LSTM) integrated with a two-stage data filtering technique to accurately predict the air quality indices (i.e., PM 2.5 and PM 10) in a chosen study region 'Miles Airport, Queensland,' that meets the needs of the coal seam gas industry in Australia. The data used to construct the novel hybrid two-stage data filtering technique based on LSTM comprising of six meteorological parameters (i.e., wind direction, wind speed, air temperature, relative humidity, solar radiation, and rainfall) and two environmental factors (i.e., ozone and total suspended particulate). In the first stage, two robust feature selection methods, namely, extreme gradient boosting (XGBoost) and the classification and regression tree (CART) approach, were adopted to explore the most significant predictors. Then in the second stage, the best subset regression (BSR) technique is utilized to determine the best subsets input combinations i.e., C1, C2, and C3 based on several particular metrics. The three BSR-based input combinations were employed in the LSTM model to estimate the PM 2.5 and PM 10. Furthermore, to validate the main hybrid framework, two advanced machine learning (ML) methods (i.e., LightGBM and ridge kernel regression (KRR)) and two traditional ML methods (i.e., Adaptive neuro-fuzzy inference system (ANFIS) and multilayer perceptron neural network (MLP)) were hybridized with the multi-level data filtering strategy by examining the optimal input combinations. Several statistical metrics, graphical tools, and diagnostic analyses evaluated the hybrid models. The outcomes of the PM 2.5 simulation based on 2375 data samples showed that the LSTM-C3 containing all the selected predictors yielded the most promising accuracy, followed by the LightGBM-C3 and MLP-C3 models. On the other hand, the simulation of PM 10 distribution demonstrated that the LSTM-C3 was superior to other models, followed by the KRR-C3 and LightGBM-C3 models. [ABSTRACT FROM AUTHOR]

This paper presents evidence of an apparent connection between ball lightning and a green fireball. On the evening of the 16 May 2006 at least three fireballs were seen by many people in the skies of Queensland, Australia. One of the fireballs was seen passing over the Great Divide about 120km west of Brisbane, and soon after, a luminous green ball about 30 cm in diameter was seen rolling down the slope of the Great Divide. A detailed description given by a witness indicates that the phenomenon was probably a highly luminous form of ball lightning. A hypothesis presented in this paper is that the passage of the Queensland fireball meteor created an electrically conductive path between the ionosphere and ground, providing energy for the ball lightning phenomenon. A strong similarity is noted between the Queensland fireball and the Pasamonte fireball seen in New Mexico in 1933. Both meteors exhibit a twist in the tail that could be explained by hydrodynamic forces. The possibility that multiple sightings of fireballs across southeast Queensland were produced owing to fragments from comet 73P Schwassmann-Wachmann 3 is discussed. [ABSTRACT FROM AUTHOR]

In rural regions, land use changes (LUC) are often the result of the decision-making of individual farmers. To influence this decision-making, compulsory and voluntary mechanisms are implemented. However, farmers’ decision-making is a heterogeneous process that depends on their ability and willingness to take certain decisions. Discrepancies between farmers’ ability and willingness and the design of voluntary mechanisms occur frequently. This makes it necessary to understand how farmers’ participation in these mechanisms can affect LUC. The aim of this paper was to demonstrate an agent-based approach to analyse and explore how voluntary mechanisms can influence LUC processes in rural regions. This approach was applied to a rural region in Australia, where clearing of native vegetation has occurred for agricultural development. Historical land cover data and semi-structured interviews were used to parameterise an agent-based model. Factors that influence farmers’ ability and willingness to participate in these mechanisms were identified. Three scenarios were simulated with the model to explore how the implementation of different voluntary mechanisms can affect the landscape structure of the region. This paper identifies how the diversity of farmers’ decision-making can influence the landscape structure in the region. The advantages and limitations of an agent-based approach in relation to LUC research and policy are discussed. [Copyright &y& Elsevier]

Previous research on remote nineteenth-and early twentieth-century Indigenous missions in northern and central Australia point to their often tenuous existence and the complex nature of engagements between Christian Missionaries and Indigenous people. This paper explores the contribution and significance of Indigenous production of wild foods in the context of one such settlement located at Weipa on Cape York Peninsula, north eastern Australia. It is premised on the assertion that investigation of the economies of these often remote settlements has the potential to reveal much about the character of cross-cultural engagements within the context of early mission settlements. Many remote missions had a far from secure economic basis and were sometimes unable to produce the consistent food supplies that were central to their proselytizing efforts. In this paper it is suggested that Indigenous-produced wild foods were of significant importance to the mission on a day-to-day basis in terms of their dietary contribution (particularly in terms of protein sources) and were also important to Indigenous people from a social and cultural perspective. We develop this argument through the case study of culturally modified trees that resulted from the collection of wild honey. [ABSTRACT FROM AUTHOR]

This two part paper considers the experience of a range of magico-religious experiences (such as visions and voices) and spirit beliefs in a rural Aboriginal town. The papers challenge the tendency of institutionalised psychiatry to medicalise the experiences and critiques the way in which its individualistic practice is intensified in the face of an incomprehensible Aboriginal 'other' to become part of the power imbalance that characterises the relationship between Indigenous and white domains. The work reveals the internal differentiation and politics of the Aboriginal domain, as the meanings of these experiences and actions are contested and negotiated by the residents and in so doing they decentre the concerns of the white domain and attempt to control their relationship with it. Thus the plausibility structure that sustains these multiple realities reflects both accommodation and resistance to the material and historical conditions imposed and enacted by mainstream society on the residents, and to current socio-political realities. I conclude that the residents' narratives chart the grounds of moral adjudication as the experiences were rarely conceptualised by local people as signs of individual pathology but as reflections of social reality. Psychiatric drug therapy and the behaviourist assumptions underlying its practice posit atomised individuals as the appropriate site of intervention as against the multiple realities revealed by the phenomenology of the experiences. The papers thus call into question Australian mainstream 'commonsense' that circulates about Aboriginal and Torres Strait Islander people which justifies representations of them as sickly outcasts in Australian society. [ABSTRACT FROM AUTHOR]

This paper describes a decision support model for allocating financial resources amongst multiple user groups in environmental management problems. The model is based on the multiple criteria analysis (MCA) method of compromise programming. It was used to inform the allocation of Natural Heritage Trust funds across 14 regions in Queensland, Australia. The model targets funding to those regions with greater natural resource management needs. Need is determined by 19 weighted criteria relating to natural resource assets and threats. The model was accepted by the Australian Government, Queensland Government and regional groups as an appropriate means for allocating program funds; first in 2005 and then again, with improvements, in 2007. This paper shows that an MCA model can improve the transparency, auditability and acceptance of allocation decisions which would otherwise be heavily politicised. [Copyright &y& Elsevier]

This paper offers an ethnographic exploration of the assertion of a 'Barkindji style' art: why this matters and to whom it matters. Focusing particularly on the Darling River area of Wilcannia and on the period from the 1980s to the present, the increasing interest in art-making by local Aboriginal people is considered. Through a dialogue with artists, artworks, and others, the work examines the changing form, design and content of art and the rote of art in defining ideas of Barkindji Aboriginal culture and tradition. Invocations by key cultural brokers to produce work that is seen to 'belong to us' is explored in terms of the cultural, political, and personal work that this involves; particularly as this intersects with ideas of artistic freedoms versus artistic direction by cultural brokers. The paper discusses the personal considerations and tensions that come to bear in the processes connected with production of art and its making. In so doing, this paper engages with, and extends, the work of Tacon et al. (2003), Cooper (1994), Kleinert (1994) and Morphy (2001) as this pertains to art 'styles' and material culture from what is widely referred to as south-eastern Australia. [ABSTRACT FROM AUTHOR]

Grass establishment on railway embankment steep slopes for erosion control in Central Queensland, Australia, is aided by drip lateral irrigation systems. The effective field values of the lateral parameters may be different from the manufacturer supplied ones due to manufacturing variations of the emitters, environmental factors, and water quality. This paper has provided a methodology for estimating drip lateral effective parameter values under field conditions. The hydraulic model takes into account the velocity head change and a proper selection of the friction coefficient formula based on the Reynolds number. Fittings and emitter insertion head losses were incorporated into the hydraulic model. Pressure measurements at some locations within the irrigation system, and the inlet discharges, were used to calibrate the lateral parameters in a statistical framework that allows estimation of parameter uncertainties using the Metropolis algorithm. It is observed that the manufacturer’s supplied parameters were significantly different from the calibrated ones, underestimating pressures within the irrigation system for a given inlet discharge, stressing the need for field testing. The parameter posterior distributions were found to be unimodal and nearly normally distributed. The emitter head loss coefficient distribution being very significant suggests the need to incorporate it into the hydraulic modeling. Although the example given in this paper relates to steep slopes, the methodologies are general and can be applied to any use of drip laterals. [ABSTRACT FROM AUTHOR]

Background: The Princess Alexandra Hospital Telehealth Centre (PAH-TC) is a project jointly funded by the Australian national government and Queensland Health. It seeks to provide a whole-of-hospital telehealth service using videoconferencing and store-and-forward capabilities for a range of specialities. The aim of this study was to investigate whether the introduction of a new telehealth coordination service provided by a tertiary hospital centre increased telehealth activities of a tertiary hospital. Evaluation included service delivery records and stakeholder satisfaction.Methods: Telehealth service delivery model before and after the establishment of the centre is described as well as the project implementation. The study retrieved data related to the number and scope of previous, and current, telehealth service episodes, to ascertain any change in activity levels following the introduction of the new telehealth coordination service. In addition, using a cross-sectional research design, the satisfaction of patients, clinicians and administrators was surveyed. The survey focused on technical utility and perceived clinical validity.Results: Introduction of a new centralised telehealth coordination service was associated with an increase in the scope of telehealth from five medical disciplines, in the year before the establishment, to 34 disciplines two years after the establishment. The telehealth consultations also increases from 412 (the year before), to 735 (one year after) and 1642 (two years after) the establishment of the centre. Respondents to the surveys included patients (27), clinicians who provided the consultations (10) and clinical or administrative staff who hosted the telehealth consultations in the remote site (8). There were high levels of agreement in relation to the telehealth option saving time and money, and an important health service delivery model. There was evidence from the remote site that modifying roles to incorporate this new service was challenging.Conclusion: The introduction of a centralised coordination for telehealth service of a tertiary hospital was associated with the increase in the scope and level of telehealth activity of the hospital. The project and model of health care delivery described in this paper can be adopted by tertiary hospitals to grow their telehealth activities, and potentially reduce costs associated with the delivery of services at a distance. [ABSTRACT FROM AUTHOR]

This study proposes a new hybrid deep learning (DL) model, the called CSVR, for Global Solar Radiation (GSR) predictions by integrating Convolutional Neural Network (CNN) with Support Vector Regression (SVR) approach. First, the CNN algorithm is used to extract local patterns as well as common features that occur recurrently in time series data at different intervals. Then, the SVR is subsequently adopted to replace the fully connected CNN layers to predict the daily GSR time series data at six solar farms in Queensland, Australia. To develop the hybrid CSVR model, we adopt the most pertinent meteorological variables from Global Climate Model and Scientific Information for Landowners database. From a pool of Global Climate Models variables and ground-based observations, the optimal features are selected through a metaheuristic Feature Selection algorithm, an Atom Search Optimization method. The hyperparameters of the proposed CSVR are optimized by mean of the HyperOpt method, and the overall performance of the objective algorithm is benchmarked against eight alternative DL methods, and some of the other Machine Learning approaches (LSTM, DBN, RBF, BRF, MARS, WKNNR, GPML and M5TREE) methods. The results obtained shows that the proposed CSVR model can offer several predictive advantages over the alternative DL models, as well as the conventional ML models. Specifically, we note that the CSVR model recorded a root mean square error/mean absolute error ranging between ≈ 2.172–3.305 MJ m2/1.624–2.370 MJ m2 over the six tested solar farms compared to ≈ 2.514–3.879 MJ m2/1.939–2.866 MJ m2 from alternative ML and DL algorithms. Consistent with this predicted error, the correlation between the measured and the predicted GSR , including the Willmott's, Nash-Sutcliffe's coefficient and Legates & McCabe's Index was relatively higher for the proposed CSVR model compared to other DL and Machine Learning methods for all of the study sites. Accordingly, this study advocates the merits of CSVR model to provide a viable alternative to accurately predict GSR for renewable energy exploitation, energy demand or other forecasting-based applications. [Display omitted] • This paper presents a hybrid CSVR algorithm for global solar radiation prediction. • The proposed approach combines Convolutional Neural Network with a Support Vector Machine. • An Atom Search-based feature selection is applied to improve the performance of the system. • Experiments are carried out in data at six solar energy farms in Queensland, Australia. • The results show the efficacy of deep learning CSVR for solar energy prediction problems. [ABSTRACT FROM AUTHOR]

Ensuring adequate participation by private landholders in a conservation scheme is a challenge for program managers around the world. This paper uses a case study of the Vegetation Incentives Program from Queensland, Australia, to contribute additional information to the literature on influences on participation in conservation, and to offer insight into ways to improve program design to optimise participation. The research is particularly of interest to programs that include a tender mechanism or conservation covenant in their designs. Participation in the Vegetation Incentives Program was limited outside two small geographic areas, with the result that the budget was not expended. A survey of participants revealed that a narrow subset of the rural population was attracted to participate, namely highly educated, experienced landholders with positive environmental attitudes and a low opportunity cost of participation. The research also investigated why some landholders chose to withdraw from the program before full participation. Both qualitative and quantitative methods were used in the analysis. There were a variety of reasons for making the decision to leave, including disliking the requirement for permanent protection, the tender mechanism employed, and not understanding the process well enough. This information can help improve conservation outcomes by understanding where to target limited efforts in a catchment, and clarifying the likely limitations of some aspects of scheme design. [Copyright &y& Elsevier]

This research examines the spatial linkages between natural amenities and tourism employment spillovers under alternative neighbourhood structures. A main contribution is to contrast models where economic distance defines neighbouring regions with a model where the spatial structure is defined by geographical proximity. Significant spillovers are found not only between geographical neighbours, but also between economic neighbours with important implications for policy design. Internet, population, regional parks and state forests and World Heritage Areas are found to be important drivers of regional spillovers. This study uses data for Queensland, Australia, however the approach and conclusions can be extrapolated to similar economies. [ABSTRACT FROM AUTHOR]

Simple Summary: The acceptability of methods for managing cats' and dogs' undesired encounters with wildlife remains a contested issue. Despite a wealth of research on the effectiveness of management strategies, successful implementation is reliant on public perceptions and attitudes towards the different strategies. This paper reports on the results of a survey which sought to understand the attitudes of a self-selected group of residents in Queensland, Australia, towards various management actions for controlling dog and cat populations and behaviour (hereafter managing dogs and cats). Our respondents collectively grouped strategies into those that directly cause wild (i.e., feral) dog and cat deaths and those that allow wild dogs and cats to live a 'natural' life, with the acceptability of the first group of strategies varying by gender and age. These important variations in beliefs and attitudes require careful management within each community for the success of any program to control wild dogs or cats. Many humans have created close relationships with wildlife and companion species. Notwithstanding that companion species were at some point themselves wild, some wild (i.e., feral) and domesticated (owned) dogs and cats now have significant impacts on wildlife. Many strategies exist to control the impact of dogs and cats on wildlife, but the successful implementation of management initiatives is tied to public opinions and the degree of acceptability of these measures. This paper reports the findings of a survey assessing the beliefs of residents in Queensland, Australia, about dog and cat impacts on wildlife, and their attitudes towards various strategies and options for controlling wild (i.e., feral) and domesticated (owned) dogs and cats. The responses of 590 participants were analysed. Our respondents collectively grouped strategies into those that directly cause wild dog and cat deaths and those that allow wild dogs and cats to live a 'natural' life, which is a variation on past research where respondents grouped strategies into lethal and non-lethal methods. Community acceptability of strategies that directly cause wild dog and cat deaths (each assessed using five-category Likert scores) was lower amongst females and respondents aged 34 years or less. Gender expectations in most places and cultures still predominately suggest that women are more 'caring', supportive of animal welfare, and perhaps cognizant that wild dogs and cats are also sentient creatures and appreciate the problematic tension between controlling wild and companion species. Age-related differences may reflect the changing social values of communities at different points in time. There was high support for regulations that enforce responsible pet ownership but not for the importance of pet-free suburbs, which the majority of respondents considered unimportant. These important variations in beliefs and attitudes require careful management within each community for the success of any program to control wild dogs or cats. [ABSTRACT FROM AUTHOR]

This paper is an historical archaeological examination of the socioeconomic relations of the Chinese and European communities of Cooktown in north Queensland during the nineteenth and early twentieth centuries. It looks at the social landscape and production, exchange and consumption of material culture to show that the Chinese were not a disengaged group, as depicted in conventional understandings of colonial life, but integral to the town's socioeconomic fabric. This close relationship arose out of a process of negotiation between Chinese and Europeans which responded to the strengths, weaknesses and resources of their individual business networks, and the particular conditions of Cooktown's frontier environment. [ABSTRACT FROM AUTHOR]

In this guest editor's introduction to this thematic volume on the historical archaeology of Queensland, Australia, I briefly discuss some of the history and archaeology of Queensland in light of some of the major themes currently being investigated. The papers presented in this volume are also introduced. [ABSTRACT FROM AUTHOR]

Mount Shamrock township was one of the earliest gold mining towns in the Upper Burnett district of Queensland, Australia. A study of the township and associated industrial area demonstrates the integration of town and mine in the late nineteenth and early twentieth centuries. This paper examines the relative permanence of the mining settlement and reveals a multifaceted landscape influenced not only by miners but by the women, children and other non-mining residents operating within distinct social and administrative frameworks. [ABSTRACT FROM AUTHOR]

The ability of historical archaeology to make a significant contribution to our understanding of Queensland's recent past is hindered by factors including few practitioners, limited publications about historical archaeological research and a need to establish its relevance beyond the archaeological community. There exists great opportunities in Queensland for researchers to explore a diverse range of research topics of which only some are beginning to be investigated through historical archaeological enquiry. This paper investigates the current state of the discipline in Queensland, the challenges practitioners face today and into the future, and the avenues down which historical archaeologists may make significant contributions to our understanding of Queensland's recent past. [ABSTRACT FROM AUTHOR]

Background: Reduced length of hospital stay following childbirth has placed increasing demands on community-based post-birth care services in Australia. Queensland is one of several states in Australia in which nurses are employed privately by pharmacies to provide maternal and child health care, yet little is known about their prevalence, attributes or role. The aims of this paper are to (1) explore the experiences and perspectives of a sample of pharmacy nurses and GPs who provide maternal and child health services in Queensland, Australia (2) describe the professional qualifications of the sample of pharmacy nurses, and (3) describe and analyze the location of pharmacy nurse clinics in relation to publicly provided services. Methods: As part of a state-wide evaluation of post-birth care in Queensland, Australia, case studies were conducted in six regional and metropolitan areas which included interviews with 47 key informants involved in postnatal care provision. We report on the prevalence of pharmacy nurses in the case study sites, and on the key informant interviews with 19 pharmacy nurses and six General Practitioners (GPs). The interviews were transcribed and analysed thematically. Results: The prevalence of pharmacy nurses appears to be highest where public services are least well integrated, coordinated and/or accessible. Pharmacy nurses report high levels of demand for their services, which they argue fill a number of gaps in the public provision of maternal and child health care including accessibility, continuity of carer, flexibility and convenient location. The concerns of pharmacy nurses include lack of privacy for consultations, limited capacity for client record keeping and follow up, and little opportunity for professional development, while GPs expressed concerns about inadequate public care and about the lack of regulation of pharmacy based care. Conclusions: Pharmacy based clinics are a market-driven response to gaps in the public provision of care. Currently there are no minimum standards or qualifications required of pharmacy nurses, no oversight or regulation of their practice, and no formal mechanisms for communicating with other providers of postnatal care. We discuss the implications and possible mechanisms to enhance best-practice care. [ABSTRACT FROM AUTHOR]

Background: The postpartum period is a time of increased morbidity for mothers and infants under 12 months, yet is an under-researched area of primary care. Despite a relatively clear framework for involving general practitioners (GPs) in antenatal care, the structure of maternity service provision in some Australian jurisdictions has resulted in highly variable roles of general practice in routine postpartum care. This study aimed to investigate the views and experiences of mothers and GPs about postpartum care in general practice. Methods: This was a qualitative study of mothers and GPs in rural, regional and metropolitan areas of Queensland, Australia. Semi-structured interviews were conducted with 88 mothers and six general practitioners between September 2010 and February 2012. Interviews were recorded and transcribed verbatim. Data were analysed thematically and compared across groups. Results: Three main themes emerged: The relationship between the mother and GP; practice management; and GP visits. This paper focuses on the theme GP visits and its subthemes: recommendations for GP visits; scope of practice; and content of a routine visit. Recommendations about GP visits given to mothers varied by birthing sector, obstetric provider and model of maternity care resulting in confusion amongst mothers about the timing and role of GPs in routine postpartum care. Similarly, GPs voiced concerns about a lack of consistent guidelines for their involvement in routine postpartum care. Although ideally placed to provide primary care to mothers and their infants in the postpartum period, the lack of consistent guidelines for the role of GPs is of concern to both the GPs and early parenting women. Conclusion: General practice is an important source of postpartum care for mothers and provides a basis for ongoing support for the family. More consistent guidelines and better coordination with other care providers would benefit both mothers and GPs. [ABSTRACT FROM AUTHOR]

Background: Research is a major driver of health care improvement and evidence-based practice is becoming the foundation of health care delivery. For health professions to develop within emerging models of health care delivery, it would seem imperative to develop and monitor the research capacity and evidence-based literacy of the health care workforce. This observational paper aims to report the research capacity levels of statewide populations of public-sector podiatrists at two different time points twelve-months apart. Methods: The Research Capacity & Culture (RCC) survey was electronically distributed to all Queensland Health (Australia) employed podiatrists in January 2011 (n = 58) and January 2012 (n = 60). The RCC is a validated tool designed to measure indicators of research skill in health professionals. Participants rate skill levels against each individual, team and organisation statement on a 10-point scale (one = lowest, ten = highest). Chi-squared and Mann Whitney U tests were used to determine any differences between the results of the two survey samples. A minimum significance of p < 0.05 was used throughout. Results: Thirty-seven (64%) podiatrists responded to the 2011 survey and 33 (55%) the 2012 survey. The 2011 survey respondents reported low skill levels (Median < 4) on most aspects of individual research aspects, except for their ability to locate and critically review research literature (Median > 6). Whereas, most reported their organisation's skills to perform and support research at much higher levels (Median > 6). The 2012 survey respondents reported significantly higher skill ratings compared to the 2011 survey in individuals' ability to secure research funding, submit ethics applications, and provide research advice, plus, in their organisation's skills to support, fund, monitor, mentor and engage universities to partner their research (p < 0.05). Conclusions: This study appears to report the research capacity levels of the largest populations of podiatrists published. The 2011 survey findings indicate podiatrists have similarly low research capacity skill levels to those reported in the allied health literature. The 2012 survey, compared to the 2011 survey, suggests podiatrists perceived higher skills and support to initiate research in 2012. This improvement coincided with the implementation of research capacity building strategies. [ABSTRACT FROM AUTHOR]

Social media networks have emerged as a powerful tool in allowing collaboration and sharing of information during times of crisis (Axel Bruns, The Centre for Creative Industries Blog, comment posted January 19, 2011). The 2011 Queensland floods provided a unique opportunity to explore social media use during an emergency. This paper presents the findings of a pilot study that explored the information experiences of people using social media during the flooding of the Brisbane River. Analysis of data from four interviews supported the emergence of four categories of information experience. Examination of the categories revealed the way in which individuals experienced social media and the point of the flooding at which each category of experience occurred. Information regarding individuals' use of social media has the potential to inform the development of social media platforms that can provide relevant and accessible information for the general public in the event of a natural disaster. Category 1: Monitoring information Category 2: Community and communication Category 3: Affirmation Category 4: Awareness [ABSTRACT FROM AUTHOR]