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Internet surveys are becoming an increasing popular survey collection method because collection times are quicker and survey costs are lower than other collection techniques. Many studies have been conducted overseas to compare the effects of survey collection modes with results still remaining inconsistent. Fewer studies have compared collection methods for nonmarket valuation surveys, particularly for the more complex stated preference, choice modelling surveys. In this study, a comparison of internet and paper-based surveys is made to determine if the results for overseas studies can be replicated in Australia. The valuation exercise elicited values from Brisbane respondents for future improvements in the environmental condition of the Great Barrier Reef. The results indicate that there were some socio-demographic and attitudinal differences between the two samples and the models developed to explain the influence on choice selection were also significantly different. However, no differences in value estimates were found in the final results; household willingness-to-pay for an improvement in the condition of the GBR was equivalent across collection methods. [ABSTRACT FROM AUTHOR]

In 2001, a study into issues of concern to assistant-in-nursing, registered and enrolled nurse members of the Queensland Nurses Union was undertaken. Approximately equal numbers of nurses from each of the aged care, acute private and acute public sectors were surveyed. Overall, 1477 nurses responded, representing a response rate of 53%. This article focuses on one aspect of the study—the perceived adequacy of support offered to new nursing graduates as they exit university and begin their transition into the workplace. In particular, responses from nurses are compared with professional level or current role designation, age, time spent in the workplace and health sector. Considerable divergence of opinion among the respondents, particularly across designation, age and years of experience, was found within the three sectors. For example, in the public and private employment sectors, older and more experienced nurses were more likely to perceive the support for new nurses as adequate compared to younger and less experienced nurses. Additionally, in the acute private sector, the more senior the nurse the more likely the perception that there was adequate preparation for new graduates entering the workforce. [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]

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]

This paper presents elementary parents' perspectives on gender and sexual diversity (GSD) in relationships and sexuality education (RSE). We have extracted data from a broader qualitative study focused on parents' perspectives on RSE in elementary schools in Queensland, Australia. Focusing on data related to GSD is important because some of the interviewees expressed an expectation that GSD should be normalized within elementary RSE, contrary to commonly held socio-cultural-political beliefs. While the study is small, it adds to growing evidence that parents expect to see the normalization of GSD in RSE in elementary school contexts. [ABSTRACT FROM AUTHOR]

This paper examines how the concept of 'place' could be integrated in the regeneration process for the industrial suburb of Salisbury in Queensland, Australia and how the three Bs can be used as a framework to study the evolution and the possible futures of the suburb. The paper draws on data collected from interviews with stakeholders as well as the outcomes of a Design Studio course as well as a panel organized for a University of Queensland event on placemaking in 2018 as a practical way of exploring potential scenarios for place-based regeneration of the suburb. The aim of the paper is both to understand the current transformation process of this suburb and to develop recommendations for a regeneration process integrating the concept of 'place' in the South East Queensland (SEQ) context where regeneration principles are not well integrated into local plans for the suburb of Salisbury. The paper highlights two conflicting views about the regeneration process and placemaking. The conclusion outlines recommendations to promote a regeneration process that could be adapted for both the Salisbury and the greyfields context for South East Queensland and would reconcile the two visions of what the regeneration of Salisbury should be. [ABSTRACT FROM AUTHOR]

Purpose: Employee satisfaction is critical in any workplace. Research suggests that the environment that people work in can contribute greatly to levels of satisfaction as well as productivity. Limited research exists, however, on how the aesthetics of a workplace impact both employee satisfaction and well-being. This paper aims to identify whether the aesthetics in a workplace environment at one university influences employee satisfaction and well-being. Design/methodology/approach: This paper shares data from a survey that determined whether the workplace environment at one university in Queensland, Australia supports its workers' job satisfaction and well-being. The survey was distributed amongst all staff at three campuses with a total of 73 usable responses. Findings: Findings showed that there is a strong need for an aesthetically pleasing workplace and its positive impacts on employees. In addition, an aesthetically pleasing workplace was perceived to have a positive impact on the respondents' likelihood of spending more time at work, hence, a greater sense of satisfaction. The respondents indicated a moderate level of satisfaction with the aesthetics of their workspace and environment including feeling safe. Research limitations/implications: Implications show that further improvements could be attained in the workplace through the addition of natural lighting, plants and artwork. The employees also indicated they would like more control over the aesthetics of the work environment. Originality/value: This research is original as it was not known whether aesthetics in the workplace influenced worker satisfaction and/or well-being. [ABSTRACT FROM AUTHOR]

The Queensland Museum Insect collection (QM) and the Queensland Primary Industries Insect Collection (QDPC) have undergone significant changes over the last 50 years with major amalgamations forming two of Australia's most important and largest insect collections. In this paper we outline the history of the two collections, the staff who manage them and the specimens they hold. We discuss the differences and similarities between the collections, how they are accessed, used and managed. We also discuss what has changed in the management of those collections and how this will impact our future. This paper is a snapshot of the current state of the QM and QDPC, whilst reflecting on some of what has changed over the last five decades as we look towards the future. [ABSTRACT FROM AUTHOR]

In a recent ambush attack on police in Queensland, Australia, fire was used as a weapon alongside firearms. The application of fire as a weapon can be arranged into several categories referred to as the ABCs. These categories are Ambush, Barricade, Civil Unrest, Complex/Coordinated, and, added for this paper, Bushfire. A range of violent actors can employ fire as a weapon, not limited to terrorists, criminals, and those suffering mental health crises. While the risks associated with its use have been published in a previous Salus Journal article, this insight will explore Fire as a Weapon attacks that have occurred in Australia to highlight the broad range of applications this attack method has and the need for an integrated approach by emergency services, especially police and fire rescue services. Fire as a weapon creates a challenging and dangerous situation for first responders by further complicating scenes likely to already have injured victims and armed threats present. This paper illustrates that these events have occurred in Australia and continue to do so, reinforcing a need for discussions on how best to combat them within a multi-agency setting. Further awareness, doctrine, and training should be provided to prepare our first responders for these events to improve their safety and the service and safety they provide to the community. [ABSTRACT FROM AUTHOR]

Timely monitoring of pavement sub-surface layer thickness and condition evaluation is essential to ensure stable pavement performance and safety under heavy traffic loading. In addition, accurate estimation of pavement layer thicknesses is required for condition evaluation, overlay design/quality control assurance, and structural capacity evaluation of existing pavements to predict its remaining service life. Traditionally this vital information is ascertained through coring/drilling and visual inspections. In contrast to these current techniques, ground-penetrating radar (GPR) is a nondestructive technique gaining popularity in pavement asphalt layer thickness estimation and structural condition monitoring. Its high-quality data contains vital pavement condition information, and survey costs are reasonably economic. In this work, GPR data were acquired along a toll road in Queensland, Australia, using the GSSI 4-channel SIR30 GPR unit. Asphalt layer thickness information is considered an important input parameter for condition assessment, pavement performance, and lifetime modelling. This work presents an automated segmentation framework to evaluate pavement conditions for a large pavement network. The developed algorithm uses GPR asphalt thickness data as input and generates segments with decision boundaries utilising a cascaded k-means and DBSCAN approach that works in two steps: 1) centroid initialisation using k-means algorithm, 2) clustering using DBSCAN algorithm. Presented in this paper is the workflow of the cascaded method that is applicable to automated analysis of GPR asphalt thickness data. The performance of the cascaded kmeans and DBSCAN algorithm was evaluated in terms of entropy compared with traditional k-means and traditional DBSCAN algorithms. The results show that the proposed method outperforms its constituents. Based on the results of this study, the method presented in this paper is cost-effective, economical and robust for segmenting large pavement network with GPR data. [ABSTRACT FROM AUTHOR]

Background: This paper aimed to describe the legal worries of Australian general practitioners (GPs) and nurses regarding end-of-life care provided in the aged care setting. Methods: An analysis of responses to the final, open-ended question of a cross-sectional online survey of GPs and nurses practising in aged care settings in Queensland, New South Wales and Victoria was undertaken. Results: Of the 162 GPs and 61 nurses who gave valid responses to the survey, 92% (151 GPs and 55 nurses) responded to the open-ended question. Participants identified concerns across all relevant areas of end-of-life law. The most common concerns were substitute decision-makers or family member(s) wanting to overrule an Advance Care Directive, requests for futile or non-beneficial treatment and conflict about end-of-life decision-making. Participants often also identified concerns about their lack of legal knowledge and their fear of law or risk related to both end-of-life care generally and providing medication that may hasten death. Conclusions: Australian GPs and nurses working in aged care have broad-ranging legal concerns about providing end-of-life care. Legal concerns and knowledge gaps identified here highlight priority areas for future training of the aged care workforce. The law supports good end-of-life clinical practice by facilitating health care that aligns with the values and goals of patients, including those residing in residential aged care facilities. GPs and nurses here reported broad-ranging legal concerns relevant to providing end-of-life care within aged care, including substitute decision makers/family members wanting to overrule Advance Care Directives, requests for futile or non-beneficial treatment and conflict about decision-making. Participants' concerns can inform end-of-life legal training for aged care GPs and nurses. [ABSTRACT FROM AUTHOR]

The state of language education in Australia has long been described as paradoxical. Oscillating between periods of increased attention and seeming invisibility, over the last thirty years, the language learning sector has been punctuated by a succession of aspirational declarations and funding injections with little long-term impact on its overall standing. Despite the increasingly multilingual makeup of Australian society, language education at all levels has largely remained stuck amidst monolingualising education policies and alarmist discourses. The latest instance of this paradoxical condition is a fee-reduction incentive for university students to study a language, which, in practice, stands to further weaken the language offerings in many Higher Education institutions. In this paper, we use the imagery of circularities and ripples to explore the challenges facing language education across sectors in Australia. Through data collected in Queensland secondary schools, we discuss how these challenges transcend the traditional delineation of macro-, meso-, and micro-levels of language policy and planning. We argue that challenges go both in circles within the same level (circularity) and flow outwards to other levels (ripples), which include Higher Education. For this reason, siloed approaches to funding and scholarly research contribute to a wicked state of inertia and, ultimately, diminish opportunities to break free from these cycles in the future. We conclude by acknowledging our complicit roles and ethical responsibilities as Higher Education scholars in the perpetuation of these cycles, as but a first step in engaging productively with the possibilities of leveraging these rippling circularities. [ABSTRACT FROM AUTHOR]

Objective: This study aimed to investigate COVID-19 vaccine hesitancy, acceptance, and unmet informational needs in a cancer population during the first phase of the coronavirus disease 2019 (COVID-19) vaccination rollout in Australia. Methods: A cross-sectional survey was conducted in a large tertiary hospital in Queensland, Australia, between 10 May and 31 July 2021. The survey assessed health beliefs, experiences of the COVID-19 pandemic, COVID-19 vaccine hesitancy and informational needs. Results: COVID-19 was perceived to be a significant threat to both physical and mental health. While 57.9% (n = 110) of respondents believed the COVID-19 vaccines were safe and 64.2% (n = 122) believed they were effective, more than half (52.6%; n = 100) agreed that they worried about vaccine side effects. Most respondents (84.2%; n = 160) planned to receive the COVID-19 vaccine; however, feelings of hesitancy remained. There was a statistically significant association between those aged under 60 years (P = 0.003), those with previous vaccine hesitancy (P = 0.000), those who felt they had not received adequate information (P = 0.000) and vaccine hesitancy. Requested information pertained to interactions with cancer treatments, those with a history of blood clotting and information for those undergoing bone marrow transplantation. Conclusions: There is a need for tailored COVID-19 vaccine communication that is responsive to the concerns of people with cancer. This will be beneficial during current and future vaccination rollouts. What is known about topic? People with cancer are a COVID-19 vaccine priority group, as they are at increased risk of morbidity and mortality from this disease. There is currently a dearth of information regarding COVID-19 vaccine hesitancy, acceptance, or informational needs for this population. What does this paper add? This paper has shown that although vaccine refusal rates were low in this population, feelings of hesitancy remained. Women, those in younger age categories, those with previous vaccine hesitancy and those who felt they had not received adequate information had stronger vaccine hesitancy and higher refusal rates. What are the implications for practitioners? There is a need for tailored information and open communication regarding COVID-19 vaccines and people with cancer. There is an opportunity to build upon established relationships of trust between cancer patients and their clinicians. [ABSTRACT FROM AUTHOR]

Oral squamous cell carcinoma (OSCC) is a lethal disease of global significance. Having previously demonstrated a rising incidence and worsening mortality in a retrospective analysis of 9,887 OSCC patients diagnosed in Queensland, Australia, the authors of this paper re-analysed patient cohort data to determine the cause of death. Overall, 5,859 patients died: 3,585 (61.2%) from a cancer related episode in the head and neck, 796 (13.6%) from cancer outside the head and neck region, and 1,478 (25.2%) from a non-cancer related cause. Improved understanding of the cause of death offers important opportunities to enhance contemporary care provision, including more accurate prediction of mortality outcomes, recognition of patients whose pre-existent comorbidities limit the efficacy of intensified treatment modalities, and the delivery of better post-treatment screening and tertiary preventive strategies. [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]

Purpose: The purpose of this paper is to explore the approaches to education and training adopted by manufacturing organisations to identify and develop a set of learning principles for the successful transition to Industry 4.0. Design/methodology/approach: A case study of a manufacturing ecosystem in Queensland, Australia was undertaken, that included semi-structured interviews with a total sample of 22 manufacturing industry representatives, an analysis of secondary data including organisational documents and government reports, and embedded cases of two manufacturing organisations. Findings: Manufacturers successfully transitioning to Industry 4.0 are distinguished by a culture which values learning, management development to understand and lead innovation, experimental learning on the job and strong links to education and training providers through internships and upskilling pathways. These four principles inform approaches to creating tailored training solutions that respond to the unique needs of diverse manufacturing organisations. Research limitations/implications: The two case studies describe exemplary high performing companies only and not companies at earlier stages of adopting Industry 4.0. Therefore, future research could include a broader spectrum of companies across the adoption spectrum. Nevertheless, considered as a study of a total manufacturing ecosystem, there is strong alignment of views of government, industry, union and education stakeholders regarding the key factors of transition to Industry 4.0. Practical implications: There is a strong need for leaders of manufacturing organisations to enable a broad strategy of capability development beyond simple acquisition of new technologies. Detailed consideration and resourcing of on-the-job training and experimentation, talent attraction through innovation workplace cultures and strong relationships with education providers are important. Social implications: Given that Industry 4.0 technologies such as robotics and AI are now rapidly diffusing into other industry sectors, the research has broader implications for education and training for the future of work. These technologies could produce stark differences between efficiency versus innovation-oriented adoption strategies. Whilst the former could displace workers, the latter can open pathways for upskilling, product and process innovation and cross sector employment. Originality/value: Through the ecosystem level case approach, multiple stakeholder perspectives provide triangulated insights into advanced manufacturer's education, skills and training strategies, uncovering four learning principles that underpin the approach of manufacturers successfully transitioning to Industry 4.0. The findings have practical implications for policy makers and industry bodies supporting the transition to advanced manufacturing and provide manufacturing managers with insights into successful education and skill strategies that can be adapted to specific organisational needs. [ABSTRACT FROM AUTHOR]

The Cavendish banana is Australia's most popular fruit and marketed as emblematic of Australian nationalisms. In July 2017, the disease-causing fungus Fusarium oxysporum f. sp. cubense was confirmed present on Australia's largest Cavendish banana farm, in the worst disease incursion that Northern Queensland Cavendish monocrop plantations have yet faced. Confronted with the potential collapse of the industry, banana growers and Biosecurity Queensland officials have deployed a biosecurity response centred on measures of border control and containment. This paper examines the othering of the disease vector Panama Tropical Race 4, revealing biosecurity attempts as embroiled in cultural preoccupations with invasion. In so doing, this paper establishes that the biosecurity concerns regarding Northern Queensland bananas are not just with the economic and biological productivity of nature, but entangled in post-colonial anxieties over who belongs within the landscape. Following the entangled relations between the disease and Cavendish bananas reveals cultural nuances and multispecies relations. These shape and are shaped by industry and government efforts as experts attempt to maintain governance over entities as they appear to slip from human control. This paper finds that the anxieties and narratives of Australian post-colonial politics are deeply imbricated with the logics of ecological protection, agricultural productivity and the banality of everyday nationalisms. [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]

Historical hunting pressures on koalas in the southern part of their range in Australia have led to a marked genetic bottleneck when compared with their northern counterparts. There are a range of suspected genetic disorders such as testicular abnormalities, oxalate nephrosis and microcephaly reported at higher prevalence in these genetically restricted southern animals. This paper reports analysis of differential expression of genes from RNAseq of lymph nodes, SNPs present in genes and the fixation index (population differentiation due to genetic structure) of these SNPs from two populations, one in south east Queensland, representative of the northern genotype and one in the Mount Lofty Ranges South Australia, representative of the southern genotype. SNPs that differ between these two populations were significantly enriched in genes associated with brain diseases. Genes which were differentially expressed between the two populations included many associated with brain development or disease, and in addition a number associated with testicular development, including the androgen receptor. Finally, one of the 8 genes both differentially expressed and with a statistical difference in SNP frequency between populations was SLC26A6 (solute carrier family 26 member 6), an anion transporter that was upregulated in SA koalas and is associated with oxalate transport and calcium oxalate uroliths in humans. Together the differences in SNPs and gene expression described in this paper suggest an underlying genetic basis for several disorders commonly seen in southern Australian koalas, supporting the need for further research into the genetic basis of these conditions, and highlighting that genetic selection in managed populations may need to be considered in the future. [ABSTRACT FROM AUTHOR]

This paper documents Indigenous Traditional Owners' water values, rights, and interests from the Mitchell catchment in North Queensland. It is the first analysis of the catchment that links Indigenous water values, rights and interests with specific water resource assessment and development considerations. The paper highlights how relational and reciprocal values frame Traditional Owner responsibilities and obligations through water across generations, across geography, to places, and with the non-human and spiritual entities living on their traditional lands. This ethos of relatedness shapes the way Indigenous peoples want to be engaged in water assessments and planning processes – such processes must focus first on local and regional relationships, where Indigenous actors are central to the coordination of a wider multi-interest governance process. Relatedness relies on building trust, continuous learning, and communication to encompass different values amongst people who are inter-dependent in their use of and relationship with water. Traditional Owners are seeking new platforms that bring multiple knowledges to water resource assessments and planning processes – where Indigenous ways of knowing are included with science, policy, industry, conservation, and community knowledges into an adaptive process focused on long-term sustainability. [ABSTRACT FROM AUTHOR]

A strong First Nations health workforce is necessary to meet community needs, health rights, and health equity. This paper reports the findings from a national survey of Australia's First Nations people employed in health services to identify enablers and barriers to career development, including variations by geographic location and organisation type. A cross-sectional online survey was undertaken across professions, roles, and jurisdictions. The survey was developed collaboratively by Aboriginal and non-Aboriginal academics and Aboriginal leaders. To recruit participants, the survey was promoted by key professional organisations, First Nations peak bodies and affiliates, and national forums. In addition to descriptive statistics, logistic regression was used to identify predictors of satisfaction with career development and whether this varied by geographic location or organisation type. Of the 332 participants currently employed in health services, 50% worked in regional and remote areas and 15% in Aboriginal Community-Controlled Health Organisations (ACCHOs) with the remainder in government and private health services. All enablers identified were associated with satisfaction with career development and did not vary by location or organisation type. "Racism from colleagues" and "lack of cultural awareness," "not feeling supported by their manager," "not having role models or mentors," and "inflexible human resource policies" predicted lower satisfaction with career development only for those employed in government/other services. First Nations people leading career development were strongly supported. The implications for all workplaces are that offering even a few career development opportunities, together with supporting leadership by Aboriginal and Torres Strait Islander staff, can make a major difference to satisfaction and retention. Concurrently, attention should be given to building managerial cultural capabilities and skills in supporting First Nations' staff career development, building cultural safety, providing formal mentors and addressing discriminatory and inflexible human resources policies. [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]

Data pre-processing for developing a generalised land use and land cover (LULC) deep learning model using earth observation data is important for the classification of a different date and/or sensor. However, it is unclear how to approach deep learning segmentation problems in earth observation data. In this paper, we trialled different methods of data preparation for Convolutional Neural Network (CNN) training and semantic segmentation of LULC features within aerial photography over the Wet Tropics and Atherton Tablelands, Queensland, Australia. This was conducted by trialling and ranking various training patch selection sampling strategies, patch and batch sizes, data augmentations and scaling and inference strategies. Our results showed: a stratified random sampling approach for producing training patches counteracted class imbalances; a smaller number of larger patches (small batch size) improves model accuracy; data augmentations and scaling are imperative in creating a generalised model able to accurately classify LULC features in imagery from a different date and sensor; and producing the output classification by averaging multiple grids of patches and three rotated versions of each patch produced a more accurate and aesthetic result. Combining the findings from the trials, we fully trained five models on the 2018 training image and applied the model to the 2015 test image. The output LULC classifications achieved an average kappa of 0.84, user accuracy of 0.81, and producer accuracy of 0.87. Future research using CNNs and earth observation data should implement the findings of this project to increase LULC model accuracy and transferability. [ABSTRACT FROM AUTHOR]

Teachers play a critical role in the implementation of inclusive education in their schools. In this paper, we report on a study that investigated teacher perceptions of their capabilities to implement effective inclusive practices in their classrooms at an urban, primary (elementary) school in south-east Queensland, Australia. Participating teachers (n = 48) responded to an online survey that contained two open-ended questions that focused on understandings and beliefs about inclusive practices, together with the Teacher Efficacy for Inclusive Practices (TEIP) scale Sharma, Loreman, and Forlin [2012. "Measuring Teacher Efficacy to Implement Inclusive Practices." Journal of Research in Special Educational Needs 12 (1): 12–21]. Responses to the open-ended questions revealed that teachers were positively disposed towards the enactment of inclusive practices in their school. Teachers also reported high levels of efficacy across items on the TEIP scale, indicating that they were mainly confident in implementing inclusive practices in their classrooms. They showed highest levels of uncertainty for items related to involving parents in school activities and informing others about inclusion legislation and policies. Implications for targeted teacher professional learning at school and systemic levels are outlined. [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]

In this paper, production scheduling for rotomoulded plastics manufacturing in a multi-machine environment is considered. The objective is to minimise total tardiness. The problem has some commonality with hybrid flow shop scheduling with batching, where additional constraints are needed to control which machines may be used at each stage. The problem is shown to be NP-hard and is formulated as a mixed integer program. Given consequently large solve times to obtain optimal solutions, simulated annealing and tabu search algorithms were developed alongside a constructive heuristic to obtain near-optimal solutions within a practical time-frame. The solution algorithms were tuned and tested using randomly generated problem instances. The best results in terms of solution quality were generally obtained by simulated annealing. The problem instances were generated to be representative of a real production environment located in Queensland, Australia. [ABSTRACT FROM AUTHOR]

Platycephalids Ambiserrula jugosa (McCulloch 1914) and Inegocia harrisii (McCulloch 1914) were described as new species based on 10 and 2 specimens, respectively, collected from the coast of Queensland, Australia by the F.I.S. Endeavour in 1910. McCulloch (1914) listed additional specimens at the end of the description, which he did not exclude from the type series. Previous authors considered the specimens, which McCulloch stated the species to have been described from, to be types of the two species, it was revealed that all 43 and 9 specimens included in these species by McCulloch are type specimens, according to the fourth edition of International Code of Zoological Nomenclature, stating "type series of a nominal taxon consists of all the specimens included by the author in the new nominal taxon" in Article 72.4.1. In I. harrisii, it was assumed that a specimen later designated as the lectotype was figured with the original description. Because its plate legend includes the words "sp. nov. Type", the specimen is regarded to be the holotype of the species and the designation of the lectotype was unnecessary. This study newly recognizes additional 12 paratypes of A. jugosa and 5 paratypes of I. harrisii, and gives taxonomic accounts of the two species to show range extensions of intraspecific variation and distribution newly found. Also comments are given about the type status of other species taken by the Endeavour described by McCulloch in a series of five papers. [ABSTRACT FROM AUTHOR]

This paper analyses the strategic interests that inform deforestation policies in Australia, and the variance in policy selections over time. A theory of deliberate policy disproportionality is used to analyse 20 years of regulatory reform in Queensland, focusing on the Vegetation Management Act (VMA) 1999. Application of the framework to this case suggests that political executives were prone to deliberately adopt (dis)proportionate policies as a strategic response to either manage or capitalise on stakeholder support or opposition to any proposed legislative change. The high variance in (dis)proportionate deforestation policies is attributed to how political executives respond to claims made by competing constituencies regarding the costs versus benefits of successive reforms. During key reform phases, policy under‐reaction was the norm, and political executives intentionally limited the scope and effectiveness of the VMA 1999 due to perceived impacts on the agricultural sector. Political executives were highly responsive to the emotional investment of rural constituents and averse to introducing policies that required difficult trade‐offs. Elections offered strategic opportunities for delivering more proportionate policies that balanced public environmental benefits with economic impacts, as evidenced by a conditional deforestation ban introduced between 2004 and 2012 and reinstated in 2018. Points for practitioners: Variance in Queensland's deforestation policy over time can be attributed to the intentional decisions by political executives to limit or expand the scope of regulations as a strategic response to stakeholder expectations.Political executives were responsive to the costs versus environmental impacts/benefits of any deforestation reforms, but prone to policy under‐reaction when the priority was managing the emotive reactions from rural constituencies.More proportionate regulations, such as the partial deforestation ban of 2004, aimed to balance environmental benefits with compensation for landholders but were only implemented when electorally beneficial.Stakeholders have a significant influence on disproportionate deforestation policy design and governments will need to manage competing claims to deliver more durable policy outcomes. [ABSTRACT FROM AUTHOR]

This paper seeks to explore the lived experiences of teacher educators working in the midst of the current tumultuous and highly regulatory policy landscape. The paper will briefly outline the politics and policies that have profoundly shaped teacher educators' work in Australia over the past 10 years. We write from our own experiences, as three actively-teaching teacher educators, working with a diverse and nontraditional student population in regional Queensland. We seek to illuminate these experiences through a series of narrative (re)presentations, drawing attention to what we see as important questions regarding the enactment of policy reforms, paying particular attention the impacts on teacher educators and preservice teachers. [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]

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]

Sharing personal teaching stories provides opportunities for enhanced wellbeing and learning for both experienced and pre-service teachers. This paper shares the results of a qualitative pilot study that used narrative inquiry to collect and share teacher stories. The research was conducted in two phases. The first phase collected humorous stories from experienced teachers recalled from the first years of their teaching career. Thematic data analysis investigated the wellbeing and learning impact on those teachers when sharing their stories. The second phase invited pre-service teachers to read and evaluate the impact of humorous stories when preparing for their first school placements. Thematic data analysis investigated the wellbeing and learning impact on pre-service teachers reading these stories. The analysis from both phases demonstrated recurring themes regarding the importance of teacher-student relationships for teacher wellbeing. The results also showed that the sharing and reading of stories had beneficial outcomes such as enhanced wellbeing and enhanced learning for both the teacher storytellers and the pre-service teacher readers. This study provides evidence that the inclusion of real-life stories offers a valuable addition to Initial Teacher Education programs as a way of developing professional and reflective practice. [ABSTRACT FROM AUTHOR]

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Background: This paper examines the exclusion of public health from social license narratives within an increasingly financialised food system, through a case study of foreign ownership in the Australian sugar industry. As finance actors such as asset management firms, pension funds, private equity funds, state owned enterprises and sovereign wealth funds engage in speculative farmland investment, commodity futures trading, and the conversion of farmland into a financial asset, power within agro-industrial food supply chains becomes increasingly concentrated. This has been associated with increased food prices and more processed food, contributing to obesogenic diets, hunger, and poorer health outcomes for many. The potential for negative social and environmental impacts has prompted awareness of the need for financial actors to demonstrate sustainability, responsibility and accountability in their farmland investments. Methods: This paper uses thematic analysis of qualitative interviews and key documents to assess four recent acquisitions of sugarcane land in North Queensland. We consider how companies' efforts to establish or maintain a social license to operate (SLO) intersect with their capital accumulation strategies. Results: Our findings demonstrate that the link between the commodification of 'unhealthy' food inputs (such as sugar) and financialisation remains outside the purview of financiers. Instead, agribusiness firms use narratives centred on biofuels investment and energy/food security to justify their legitimacy in the sugar sector. We organise our findings according to two 'narratives:' constructing trust and credibility through ethical compliance; and, biofuels expansion as a legitimate response to climate change. The concept of social license is much stronger in the second narrative, but health is largely missing. Conclusion: The 'distancing' between responsibility and health outcomes highlights the limits to principles of responsible financial investment, and to the legitimacy of finance to claim an SLO -- the ongoing approval and acceptance by society to conduct its activities. [ABSTRACT FROM AUTHOR]

This paper reports the results of a study investigating the organizational conditions that impact the effectiveness of project management methodology (PMM) implementation. It was conducted with a sample of experienced practitioners across a range of industries and disciplines covering engineering infrastructure and IT in Queensland, Australia. The implementations covered generally aligned with either the American PMBOK or the British PRINCE2, while some attempts had been made to hybridize. The study found general practitioner agreement on the effectiveness of having a methodology. It synthesized from the data collected a list of six organizational conditions impacting the effectiveness of PMM implementation, providing a guide to practitioners looking to implement a PMM. Evidence of quantification of PMM benefits was found in two large organizations whose PMBOK based PMMs had been delivering better than 90% on time and budget across all their infrastructure projects. This study included but did not focus on IT and did not uncover any information on the actual performance of PRINCE2 implementations. It indicated a need for research on the effectiveness of PMM implementation and found that this could be facilitated by analyzing internal organizational project performance data records, which are sometimes published in annual reports. It also found the PRINCE2 claim of suitability for application to all project types was disputed for physical engineering infrastructure. The paper also puts a case for defining Project Management Methodology (PMM) as an organization’s process for the whole lifecycle of its projects, which would exclude PMBOK and PRINCE2 from being so labelled. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to report novel information about the use of gay apps by the patrons of an exclusively gay resort in Queensland, Australia. This novel research environment facilitates an understanding of the embeddedness of gay dating apps within contemporary gay culture and community and the spatial reorientation that comes alongside the juxtaposition of physical and digital geographies. Design/methodology/approach: An ethnographic study was conducted at the resort, and qualitative data presented here are drawn from semi-structured interviews with 27 gay-identifying male patrons of the resort. Critical ethnography provided beneficial access to situated perspectives and realities. Findings: These data indicate that gay apps remain a pervasive way of making connections, even in an environment where common homosexuality is a reasonable expectation and where open self-expression is permitted and even encouraged. This complicates assumptions that gay apps' emergence was in response to a need for privacy or anonymity for lesbian, gay, bisexual and transgender (LGBT) people in wider, straight society. Originality/value: This paper reports the results of an ethnographic survey conducted in a highly novel research environment and particularly seeks to address divergent experiences of social and cultural change by LGBT people, including generational divides. It has value in demonstrating clear differences, ambiguities and mixed implications of gay apps and their relationship with changing LGBT spaces. [ABSTRACT FROM AUTHOR]

In many parts of the world, policymakers, legislators, marine managers, and indigenous peoples have attempted to reconcile marine protected area (MPA) governance and management with indigenous peoples' ancient and ongoing traditional ownership of coastal and marine environments. This paper describes a novel approach in Australia to addressing this challenge through indigenous‐led planning and collaborative governance of holistic coastal land and sea indigenous protected areas (IPAs) based on the indigenous concept of "Country"—traditional land and sea estates and their associated cultural, environmental, and other values.To provide context to this approach, the paper explains the concept of "Sea Country" and provides an overview of the relationship between indigenous peoples and Australia's coastal and marine environments, the legal and policy recognition of Indigenous Sea Country rights and interests, and the engagement of indigenous people in the governance and management of government‐led, legislated MPAs in Australia.The paper then describes the evolution of IPAs from being specifically based on indigenous land tenure to being based more generally on Indigenous Country, across multiple tenures, including marine areas. In recent years, IPAs based on Country have enabled indigenous people to lead planning and governance of land and sea areas over which they have limited legal rights, including over existing national parks and marine parks. Using this approach, some IPAs complement existing protected area governance and management arrangements, whereas elsewhere Country‐based IPAs are adding significantly to Australia's MPA estate. The Dhimurru IPA in the Northern Territory and Girringun Region IPAs in Queensland are presented as examples of this Country‐based approach.This indigenous‐driven, collaborative, nonlegislative approach to dedicating, governing and managing coastal areas and MPAs may serve as a model in other nation states for indigenous people wishing to use a protected area governance framework to support the contemporary management of their traditional marine and coastal estates. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to suggest how well-being messages are recontextualized into school-based contexts from an analysis of national policy and state curricular approaches to health education as reported in the findings of two selected case studies as well as community concerns about young people's well-being. Design/methodology/approach: A cross-sectional review of Australian federal and state-level student well-being policy documents was undertaken. Using two case examples of school-based in-curricular well-being programs, the paper explores how discourses from these well-being policy documents are recontextualized through progressive fields of translation and pedagogic decision making into local forms of curriculum. Findings: Pedagogic messages about well-being in Australia are often extra-curricular, in that they are rarely integrated into one or across existing subject areas. Such messages are increasingly focused on mental health, around phenomena such as bullying. Both case examples clearly demonstrate how understandings of well-being respond to various power relations and pressures emanating from stakeholders within and across official pedagogic fields and other contexts such as local communities. Originality/value: The paper focusses on presenting an adaptation of Bernstein's (1990) model of social reproduction of pedagogic discourse. The adapted model demonstrates how "top-down" knowledge production from the international disciplines shaping curriculum development and pedagogic approaches can be replaced by community context-driven political pressure and perceived community crises. It offers contemporary insight into youth-at-risk discourses, well-being approaches and student mental health. [ABSTRACT FROM AUTHOR]

This paper reports on the results of research into the trends and nature of coverage of climate change issues in the Australian print media over the past ten years. Studies were undertaken at national, state and local levels, with a focus on Queensland (state) and the Townsville region (local) in northeastern Australia. At a national level there has been an almost exponential increase in coverage, with a decrease in the past year. Issues which have caused media coverage levels to surge are identified, showing a shift from international events/meetings to domestic policy issues as triggers. Interviews were conducted with decision-makers in print media to explore publication mechanisms. This is part of a wider study examining media coverage, public perception, and political/policy activities to inform judgement as to the likelihood of sustained levels of discussion and action on climate change. [ABSTRACT FROM AUTHOR]

A new species, Ficotarsonemus bancroftisp. nov., is described from female and male mites from within the syconium of the sandpaper fig Ficus coronata Spin collected from southeast Queensland, Australia. We summarize records of fig mites (Tarsonemidae: Tarsonemellini) to date and provide a key to genera and species. Paper LSID: Species LSID: [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]

In past few decades, there was a tremendous enhancement in natural disaster and their effects on economy and population. An adverse events like floods, wildfires, cyclones, earthquakes, tsunamis, etc., are regarded as a natural disaster once it strikes the vulnerable population areas. An early tracking of susceptibility areas and immediate tracking of affected areas might help in facilitating rescue and early warnings to the public. To achieve autonomous natural disaster prediction, this paper makes use of current developments in remote sensing, which speed up the availability of aerial/satellite data and are reinforced by progress in the computing sector. The aerial/satellite imageries are employed for acquiring the data from areas of Queensland-Australia that are more prone to natural disaster in an eagle-eye perspective. Since there were several techniques employed so far for the automatic prediction of natural disaster susceptibilities, there were some limitations like reduced rate of accuracy and so on. So as to overcome these limitations, deep learning based automated process is employed for predicting the natural disaster areas and probability of event occurrences. The main intention of the work is to detect the natural disaster occurrence from the sensed data which aids in providing warning to public and to safeguard them by taking necessary actions. Initially, remote sensing data is pre-processed and the features are extracted using Adaptive linear Internal embedding algorithm-based feature extraction (ALIE-FE). The extracted features are selected using Recursive Wrapper-based feature subset selection. To estimate best fitness function and to enhance the prediction accuracy, the optimization process is carried using Bio-Inspired Squirrel Search Optimization algorithm (BI-SSOA). Finally, the classification is carried by means of Deep learning based Multi-layer Alex Net classifier (DBMLA) approach. The simulation is carried and the outcomes attained are estimated for predicting flood susceptibility and wildfire susceptibility. The proposed BISSOA-DBMLA offers sensitivity of 98%, specificity of 99%, and TSS of 97%. The proposed system offers 98.99% classification accuracy. Accuracy, sensitivity, specificity, TSS, and area under the curve (AUC) are used to evaluate the efficacy of the suggested system in light of the achieved results from other approaches. To demonstrate the efficacy of the suggested mechanism, the achieved results are compared with those of current approaches. [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]

Platform‐mediated short‐term rentals (STRs) are a relatively new addition to the housing landscape, providing accommodation on a temporal scale that falls between hotel stays and long‐term rentals (LTRs). Given the potential for STR hosts to charge significantly higher nightly rates for the same property than they might through an LTR lease enumerated in months or years, many have asked whether a 'gap' exists between the two, and how persistent this may be over space and time. In this paper, we modify and validate classical bid–rent theory to investigate spatial variation in the rent gap between STRs and LTRs over time in two distinct contexts in Queensland, Australia. We conduct statistical analyses on STR data against LTR data from local property records in Brisbane and the Sunshine Coast, identifying a significant rent gap, particularly close to high‐amenity areas. We find strong evidence of distance decay in the rent gap, with rents converging with increasing distance in most cases, indicating that STRs only 'outcompete' LTRs near high‐amenity areas, which in this analysis are the central business districts (Brisbane) and the beach (Sunshine Coast). We also find that the rent gap increases as properties get larger in size, and over time. These findings carry implications for policy aiming to balance the needs of multiple stakeholders and political agendas against planning frameworks prescribing where short‐term accommodation is best situated. [ABSTRACT FROM AUTHOR]

A stand-alone strangulation offence was introduced in Queensland, Australia in 2016. One of the elements of the Queensland strangulation offence is that the victim did not consent to the strangulation. This paper reviews the harms and dangers associated with strangulation before overviewing the debates about the use of strangulation during sex. Drawing on focus group discussions conducted with domestic violence support workers and men's behaviour change workers, we discuss four overlapping themes identified in the discussions. These were perceptions that: strangulation during sex is normalised; consent is not informed; it happens in the context of coercive control; and the requirement of consent opens a loophole in the strangulation offence. Considering the issues raised, and the clear risks and harms, we suggest that consideration should be given to whether it is ever possible to consent to strangulation and we consider possible reforms such as following the two-tiered approaches to consent used in the England and Wales law and elsewhere in Australia. We also conclude that law reforms such as these are partial solutions and there is significant need for more community education about the risks and harms of strangulation. [ABSTRACT FROM AUTHOR]

Background: Hospitalisation rates for older people are increasing, with end-of-life care becoming a more medicalised experience. Innovative approaches are warranted to support early identification of the end-of-life phase, communicate prognosis, provide care consistent with people's preferences, and improve the use of healthcare resources. The Intervention for Appropriate Care and Treatment (InterACT) trial aimed to increase appropriate care and treatment decisions for older people at the end of life, through implementation of a prospective feedback loop. This paper reports on the care review outcomes.Methods: A stepped-wedge randomised controlled trial was conducted in three large acute hospitals in Queensland, Australia between May 2020 and June 2021. The trial identified older people nearing the end of life using two validated tools for detecting deterioration and short-term death. Admitting clinical teams were provided with details of patients identified as at-risk with the goal of increasing awareness that end of life was approaching to facilitate appropriate patient centred care and avoid non-beneficial treatment. We examined the time between when the patient was identified as 'at-risk' and three outcomes: clinician-led care review discussions, review of care directive measures and palliative care referrals. These were considered useful indicators of appropriate care at the end of life.Results: In two hospitals there was a reduction in the review of care directive measures during the intervention compared with usual care at 21 days (reduced probability of - 0.08; 95% CI: - 0.12 to - 0.04 and - 0.14; 95% CI: - 0.21 to - 0.06). In one hospital there was a large reduction in clinician-led care review discussions at 21 days during the intervention (reduced probability of - 0.20; 95% CI: - 0.28 to - 0.13). There was little change in palliative care referrals in any hospital, with average probability differences at 21 days of - 0.01, 0.02 and 0.04.Discussion: The results are disappointing as an intervention designed to improve care of hospitalised older people appeared to have the opposite effect on care review outcomes. The reasons for this may be a combination of the intervention design and health system challenges due to the pandemic that highlight the complexity of providing more appropriate care at the end of life.Trial Registration: Australia New Zealand Clinical Trial Registry, ACTRN12619000675123 (registered 6 May 2019). [ABSTRACT FROM AUTHOR]

Objective: The harmful use of alcohol is a global issue. This study aimed to describe and compare the profiles, emergency department (ED) clinical characteristics, and outcomes of alcohol-related ED presentations (ARPs) and non-alcohol-related ED presentations (NARPs). Methods: A multi-site observational study of all presentations to four EDs between 4 April 2016 and 31 August 2017, was conducted. Routinely collected ED clinical, administrative and costings data were used. Classification of ARPs were prospectively recorded by clinicians. Analysis was performed at the presentation, rather than person level. Univariate tests were undertaken to compare demographics, ED clinical characteristics and outcomes between ARPs and NARPs. Results: A total of 418 051 ED presentations occurred within the 17-month study period; 5% (n = 19 875) were ARPs. Presentations made by people classified as ARPs were younger, more likely to be male, present on weekends or at night, and arrive by ambulance or police compared to NARPs. Compared with NARPs, ARPs had a longer median ED length of stay of over 20 min (95% CI 18–22, median 196 min vs 177 min, P < 0.001), a 5.5% (95% CI 4.9–5.3) lower admission rate (36% vs 42%, P < 0.001), and a AUD69 (95% CI 64–75) more expensive ED episode-of-care (AUD689 vs AUD622, P < 0.001). Conclusion: Clinically meaningful differences were noted between alcohol-related and non-alcohol-related ED presentations. The higher cost of care for ARPs likely reflects their longer time in the ED. The healthcare and economic implications of incidents of alcohol-related harm extend beyond the ED, with ARPs having higher rates of ambulance and police use than NARPs. What is known about the topic? The harmful use of alcohol is a major health issue globally contributing to morbidity and mortality. What does this paper add? The demographic profile, clinical characteristics, and outcomes of people presenting to emergency departments with alcohol-related harm differ to people arriving for other reasons. What are the implications for practitioners? Indicating alcohol as a cause of an ED presentation, as standard practice, may foster quality assurance/improvement activities. [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]

The paper outlines the evolution of an Australian form of Open Marsh Water Management (OMWM) called runnelling which was implemented in relatively pristine saltmarshes. Runnelling involves shallow channels and was distinguished from OMWM which involves ditching. Both methods aim to conserve tidal hydrology. The core research covers 28 years of research on the original experimental site (Coomera Island, Queensland), in routine monitoring and impact assessments that were made periodically. It also introduces and incorporates information from associated research. This includes effects of runnelling on non-target aspects—snails and crabs. Emerging issues during the course of the longer-term research included the risk of mobilising acid sulfates and of mangrove encroachment into the saltmarsh. As well, use of the data was extended to retrofit it to address broader questions about saltmarsh processes and how to identify them. That identified progressive changes at the Coomera site, and so a further query was whether the system showed signs of approaching a tipping point. In summary, there were some identifiable effects of runnelling in all parts of the research. These were mostly related to the increased wetness near runnels, as flooding by tides would occur at tides up to 0.30 m lower than the pre-runnelling situation. The increased wetness was related to plants, snails and crabs. From a mosquito management perspective the method was successful. From an environmental perspective the environmental changes were only very close to runnels (within 10 m). The overall changes at the experimental site were consistent with other changes in eastern Australia, especially of mangrove encroachment into saltmarshes. Once the runnelling method appeared to manage mosquitoes without damaging wetland values it was adopted widely throughout south east Queensland, encouraged by the positive attitude of permitting agencies, but longer-term evaluation was hindered by lack of relevant records. [ABSTRACT FROM AUTHOR]