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This paper critically examines the ways ageing migrants perceive and experience a sense of belonging in a mediascape during the pandemic. It underscores how 15 elderly people from Culturally and Linguistically Diverse (CALD) backgrounds in Victoria, Australia stayed connected among their networks in and beyond Australia by accessing and consuming COVID-19 information via traditional and digital channels. By analysing the data based on conducting remote interviews in 2020 and 2021, the findings highlight the paradoxical nature of mediated belonging. On the one hand, ageing migrants forged connections at a distance with their familial and social networks by circulating and consuming COVID-19 information. This practice provided ageing migrants an assurance of their safety and their networks. On the other hand, differentiation and racialisation stirred frustrating, polarising and exclusionary-mediated environments. In this case, they deployed connective strategies to negotiate connections and belonging. In sum, this paper reveals the possibilities and politics of mediated belonging fuelled by intersecting structural and technological divides. [ABSTRACT FROM AUTHOR]

Objective: To provide the first document map of sustainability and decarbonisation actions across the Australian healthcare sector, as reported in publicly available documents online, and to identify gaps in actions. Methods: Healthcare providers were identified across all state and territories. Structured Google searches between August and December 2022 were followed by document searches. Updates were undertaken, most recently in December 2023. Targeted documents included position statements, strategies, and reports. Key points from these documents pertaining to sustainability and/or decarbonisation were extracted and descriptively analysed. Results: A total of 294 documents were included, mostly focused on power generation, transport, building design, and circular procurement/waste pathways. In contrast, relatively few plans for decarbonisation of clinical care were identified (n = 42). National and two state governments (New South Wales, Western Australia) have established healthcare sustainability and decarbonisation units, and two further states have publicly committed to doing so (Queensland, Tasmania). However, these documents generally reported separate, siloed actions. While attempts were made to make this review comprehensive, some documents may have been missed or are only available inside an organisation, and new actions will continue to emerge. Conclusion: Broad sustainability plans have been developed by many healthcare providers; however, to achieve net zero, decarbonising of clinical practices is also needed, and this is where the least action is currently occurring. To decarbonise clinical care, the sector needs to come together in a more coordinated way. What is known about the topic? Little is known about what actions are occurring to make healthcare more sustainable and to reduce the carbon footprint of healthcare in Australia. What does this paper add? This paper provides a snapshot of publicly available documents from healthcare providers and professional organisations as they relate to healthcare sustainability and helps reveal the gaps and siloed nature of current actions. What are the implications for practitioners? This paper can help jurisdictions identify gaps or areas for improvement and may aid in targeted and coordinated interventions, especially as they relate to decarbonised clinical care. [ABSTRACT FROM AUTHOR]

In this paper, we offer a conjunctural analysis of policing and incarceration, examining their expansion in relation to structural economic conditions over the last 50 years and interrogating how the sudden onset of the Covid-19 pandemic enabled extraordinary growth in policing powers in the Australian jurisdictions of New South Wales (NSW) and Victoria (VIC). We examine how popular support for police-led responses to crisis and fines as a common-sense solution to social problems were sought during the period that the Public Health Orders were in effect in the two states. We argue that the discursive project of naturalizing the police-led response to the pandemic—via official communications from the state governments as well as media coverage of the pandemic—attempts to further entrench a vision of law and order governance in which infrastructures of discipline and punishment are necessary and inevitable. We identify this vision as a direct barrier to abolition and a significant limit on the capacity to imagine alternative frameworks for justice. We end by considering a small archive of tweets from users in NSW and VIC published on the social media platform formerly known as Twitter (now called X) in 2020–21. We argue that this archive registers the way the common-sense status of the fine as an efficient, effective, and equitable punishment gives way to punitive fantasies about police and prisons. We read this archive alongside the broad refusal to pay Covid-related fines and the ongoing legal disputes contesting the legitimacy of their issuance, concluding by proposing that the conjunctural moment of the Covid-19 pandemic has given rise to unresolved contradictions between the naturalized logic of law and order crisis management and the potential for this logic to come undone. [ABSTRACT FROM AUTHOR]

In Victoria, Australia, senior secondary mathematics students are expected to use technology and thus need to make decisions about using pen-and-paper (P&P) or technology when solving mathematics problems. The predominant technology is a Computer Algebra System (CAS). This study investigated the beliefs about CAS held by twelve Year 11 students as they learnt to use CAS and whether these beliefs were stable over time. These students held a range of beliefs related to the usefulness of CAS, speed of CAS compared to P&P, whether CAS is proper mathematics, choice of CAS or P&P, ease of use, the correctness of answers and solving problems in Mathematical Methods (i.e. the mathematics subject studied). Beliefs are often described as being stable (e.g. McLeod, 1992), but some researchers stress stability needs to be determined empirically rather than being seen as a characteristic of beliefs (e.g. Liljedahl et al., 2012). For this sample of students, stability (rather than instability) is a feature of students' beliefs about CAS. [ABSTRACT FROM AUTHOR]

Objective: This study aimed to describe the development and implementation of a co-designed value-based healthcare (VBHC) framework within the public dental sector in Victoria. Methods: A mixed-method study was employed. Explorative qualitative design was used to examine patient, workforce and stakeholder perspectives of implementing VBHC. Participatory action research was used to bring together qualitative narrative-based research and service design methods. An experience-based co-design approach was used to enable staff and patients to co-design services. Quantitative data was sourced from Titanium (online patient management system). Results: Building a case for VBHC implementation required intensive work. It included co-designing, collaborating, planning and designing services based on patient needs. Evidence reviews, value-stream mapping and development of patient reported outcomes (PROMs) and patient reported experience measures (PREMs) were fundamental to VBHC implementation. Following VBHC implementation, a 44% lower failure to attend rate and 60% increase in preventive interventions was reported. A higher proportion of clinicians worked across their top scope of practice within a multi-disciplinary team. Approximately 80% of services previously provided by dentists were shifted to oral health therapists and dental assistants, thereby releasing the capacity of dentists to undertake complex treatments. Patients completed baseline International Consortium for Health Outcomes Measurement PROMs (n = 44,408), which have been used for social/clinical triaging, determining urgency of care based on risk, segmentation and tracking health outcomes. Following their care, patients completed a PREMs questionnaire (n = 15,402). Patients agreed or strongly agreed that: the care they received met their needs (87%); they received clear answers to their questions (93%); they left their visit knowing what is next (91%); they felt taken care of during their visit (94%); and they felt involved in their treatment and care (94%). Conclusion: The potential for health system transformation through implementation of VBHC is significant, however, its implementation needs to extend beyond organisational approaches and focus on sustaining the principles of VBHC across healthcare systems, policy and practice. What is known about the topic? Value-based healthcare (VBHC) has gained significant momentum within the healthcare sector and is seen as a driver for improving patient outcomes and equitable use of resources. What does this paper add? The paper describes firsthand experience and lessons learnt from implementing VBHC within a Victorian public healthcare system; the learnings are applicable to other organisations wanting to implement VBHC. What are the implications for practitioners? In implementing a co-designed VBHC framework, we ensured that its principles are applicable at both patient and population levels, centres on equity of access to care, achieves the best possible health outcomes and sustainable use of resources. This article belongs to the Special Issue: Value-based Healthcare. [ABSTRACT FROM AUTHOR]

Objective: The causal effect of successive population-wide lockdowns in response to increased COVID-19 cases on mental health has yet to be examined using robust methods. A natural experiment design underpinned by objective data can improve our understanding surrounding the definitive impact of social distancing restrictions. Methods: The study employed a natural experiment design underpinned by objective data. Health service cost for visits to general practitioners and psychologists and medication dispensing costs served as objective measures of mental health. Difference-in-difference (DID) estimators, which in this study quantify differences in spending changes between groups over time, were produced based on three comparisons: Victoria 2020 lockdown comparison, Victoria 2021 lockdown comparison, and New South Wales (NSW) 2021 lockdown comparison. Specifically, differences in public health service spending during lockdown periods and the same timeframe in 2019 for Victoria and NSW, and control groups (remaining states and territories), were compared. Results: Positive estimator values indicate that public health service spending for Victoria and NSW increased more during lockdown periods compared to control states and territories. The Victorian lockdowns of 2020 and 2021, but not the NSW lockdown of 2021, resulted in increased public spending for general practitioner mental health consults (2020 DID estimator: $8498.96 [95% CI $4012.84, $12,373.57], 2021 DID estimator: $6630.06 [95% CI $41.27, $13,267.20], all monetary values in AUD$) and short visits to psychologists (2020 DID estimator: $628.82 [95% CI $466.25, $796.00], 2021 DID estimator: $230.11 [95% CI $47.52, $373.98]). The first Victorian lockdown in 2020 and the NSW lockdown in 2021 resulted in greater spending on short visits to clinical psychologists. Spending on long visits to psychologists and clinical psychologists and medication spending did not change. Conclusions: Strict lockdowns can have an adverse impact on population mental health. The impact is particularly evident in those who have a history of previous mental health concerns but does not necessitate extra use of medications, suggesting that psychological care can address the adverse impact of the lockdowns. What is known about the topic? Previous research varied in methodology, using self-reports and healthcare data to understand COVID-19 social distancing public health measures' effects on mental health. What does this paper add? This study introduces robust, objective data via a natural experiment design, examining the impact of successive lockdowns on mental health service usage and medication expenditures in specific Australian regions. What are the implications for practitioners? Findings highlight the need for flexible mental health services that can swiftly respond to increased demands during prolonged restrictions, without necessarily increasing medication use, guiding future policy and resource allocation. [ABSTRACT FROM AUTHOR]

Objective: To assess whether prostate biopsy rates have altered with the July 2018 change in Australian Medicare Benefits Schedule (MBS) rebates supporting multiparametric magnetic resonance imaging (mpMRI) for diagnosing prostate cancer. Methods: Biopsy data (both trans-rectal and trans-perineal) were obtained from the Victorian Agency for Health Information from July 2016 to June 2022. The data were stratified by financial year, age group and hospital type (public vs private). Comparison was made between rates pre and post the mpMRI MBS code change. Results: There was an 11.9% increase in the number of biopsies performed per year compared to the pre-MBS change period. There is a significant decreasing trend (P < 0.001–4) in number of biopsies in the 40–49, 50–59 and 60–69-year-old age groups with a significant increasing trend (P < 0.001) in the 70–79 and 80–89-year-old age groups. There was a 32.9% reduction in the mean number of biopsies performed per year in public hospitals, compared with an 18.3% increase in private. Conclusion: Contrary to expectations, and proposed funding, there has been an increase in the number of prostate biopsies since MRI became more easily available. This change will put increased pressure on the health budget and the large increase in biopsies in elderly patients was not anticipated when the changes were proposed. A review of the criteria is suggested. What is known about the topic? Multiparametric magnetic resonance imaging (mpMRI) is increasingly used in the diagnosis of prostate cancer. In 2018, it was included in the Medicare Benefits Schedule with the expectation that the number of prostate biopsies performed would decrease. What does this paper add? By 2022, biopsies increased nearly 12% with over a 50% increase in the 80–89 age group – those least likely to benefit from curative treatment. What are the implications for practitioners? The criteria for funding mpMRI and the performance of prostate biopsies should be altered to enable better use of resources. [ABSTRACT FROM AUTHOR]

The OECD's PISA is seen as a 'global yardstick' against which countries measure the quality of their education systems. In 2018 PISA included an assessment of global competence. This paper starts with the premise that in using a single global instrument to 'measure' this phenomenon, PISA claims standardisation over contextually rich data that can then inform policy and, arguably, in turn practice. Data for this study is based on tracking 'global competence' through documentary analysis, interviews, and then 'survey encounters' where PISA global competence questionnaire items were discussed by principals and teachers in three schools in Victoria, Australia. The analysis illustrates that schools and teachers variously educate for global competence according to the specific cultural context, policy and curriculum in ways that highlight the inadequacy of a global metric. With the growing attention to educating for global citizenship and the OECD's development of global measures, this investigation of localised understandings of global competence magnifies the 'situatedness' of knowledge (and therefore assessment practices). Questions are raised about what is ignored in metrics when such a contested concept is operationalised, and points to the lack of validity of this metric because it de-contextualises how global competence is understood by teachers and enacted in curriculum. [ABSTRACT FROM AUTHOR]

Background: Studying in a foreign country can be accompanied by challenges, including difficulty understanding the curriculum, culture shock, and a new language. These additional challenges place international students at risk and predispose them to developing mental health problems compared to domestic student. Aims: This study explores psychological well‐being and help‐seeking behaviours of international nursing students who commenced their program onshore or in a remote learning capacity. Materials & Methods: This paper reports the findings of the mixed‐methods study. Research was conducted among international students enrolled in the Bachelor of Nursing programs across multiple campuses at two Victorian universities in 2022. Data was collected using a survey questionnaire with open‐response questions and incorporated a validated Student Stress Survey. Results: Findings indicated that international students require support financially and to settle in Australia upon arrival. Discussion & Conclusion: Participants highlighted that they require additional support to keep up with academic workloads and require further academic support tailored for international students. There was no patient or public contribution in the design, conduct, analysis or preparation of this manuscript. [ABSTRACT FROM AUTHOR]

Purpose: The purpose of this paper is to investigate public disclosures and accountability for government decision-making in the case of a major prison project delivered through a Public–Private Partnership (PPP) in the State of Victoria (Australia). Design/methodology/approach: The study explores a unique case to provide insights into public disclosures for PPPs in a jurisdiction that is a recognised leader in PPP policy and practice. The analysis is theoretically framed by an understanding of neoliberalism and New Public Management, and draws on data from case-specific reporting, media reporting and public policy, to examine interconnections between accounting, public discourse and accountability. Findings: The analysis shows how publicly available information relating to key government decisions routinely lacked supporting evidence or explanation, even though areas of subjectivity were recognised in public policy. Accounting was deployed numerically and discursively to present potentially contestable decisions as being based on common-sense "facts". The implied "truth" status of government reporting is problematised by media disclosure of key issues absent from government disclosures. Social implications: Under neoliberalism, accountingisation can help depoliticise the public sphere and limit discourse by constructing ostensible "facts" in an inherently contestable arena. By contrast, democratic accountability requires public disclosures that infuse a critical dialogical public sphere. Originality/value: The paper shows how neoliberalism can be embedded in public policies and institutional practices, and buttressed by the use of accounting. The analysis illuminates the persistence and "failing forward" character of neoliberalism, whereby crises are addressed through further neoliberalisation. [ABSTRACT FROM AUTHOR]

This paper explores social inclusion approaches implemented by ten secondary schools in Victoria, Australia, to support refugee students' well-being, as articulated in their policies, reports, and other published documents. Using an exploratory, qualitative research design, we found that all schools employed a holistic approach to implementing social inclusion programs for refugee students. This paper reports on the best practices and unique examples of social inclusion programs from all schools involved in the study. [ABSTRACT FROM AUTHOR]

Objectives: Mental health triage services are the first contact for people wanting support for their mental health and provide access to public mental health services in Victoria, Australia. People living with young-onset dementia and their families may contact triage services seeking assistance for behaviour changes and pathways to care as there are few alternative services available. Methods: The authors reviewed the minimum triage dataset from one of the largest mental health services in Victoria, Australia from 2018 to 2021 investigating reasons for referral for people with young-onset dementia. Results: Of the 1766 referrals for 'dementia', 145 were for young-onset dementia. Of these, 69% were referred for behaviour changes. About half of the referrals for behaviour changes were triaged as 'advice only'. One-third of referrals were from general practitioners. Conclusions: The availability of dementia-specific support services that could provide advice on dementia as well as advice for behaviour changes related to the disease could potentially ease the burden of phone calls received by mental health triage services. What is known about the topic? Young-onset dementia refers to a dementia with onset at less than 65 years of age. People with young-onset dementia may contact mental health services for support but the reasons for contact are unknown. What does this paper add? The reasons for contacting one Victorian mental health service included behaviour changes such as agitation or aggression and psychotic symptoms (74%) and general advice, including about dementia pathways (14%). General practitioners made up one-third of referral sources. What are the implications for practitioners? Victorian mental health services are generally overloaded and complex. There is a need to promote alternative dementia support organisations in order to provide an alternative contact for people affected by young-onset dementia. [ABSTRACT FROM AUTHOR]

Objective: This study explored the experiences, concerns and perceptions of hospital clinical staff returning to work after parental leave during the COVID-19 pandemic. Methods: An exploratory mixed-methods study was performed. Eligible staff employed at a large metropolitan tertiary health service in Melbourne, Australia, completed an ethics-approved anonymous online cross-sectional survey and/or participated in an interview between February and June 2021. Results: Ninety-six staff completed a survey and four participated in an interview. Staff reported both positive and negative aspects of being on parental leave during the COVID-19 pandemic including disappointment their leave had not gone as planned; feeling isolated from family and friends; wanting greater communication from their health service; appreciating the increased opportunities for them and their partner to be at home and bond with their baby; and concerns about returning to work such as limited knowledge of COVID-19 workplace policies and potentially infecting their baby and family. Conclusions: The COVID-19 pandemic had a unique impact on the parental leave and return to work experiences of hospital clinical staff. The findings suggest that staff would benefit from formal return to work policies and programs including regular contact with their manager while on parental leave and workplace reorientation on their return, especially during events such as a pandemic. What is known about the topic? Healthcare workers often experience additional challenges and stressors returning to work after parental leave compared to other workers. What does this paper add? The COVID-19 pandemic had a unique impact on the parental leave and return to work experiences of healthcare workers who reported positive and negative aspects including isolation, limited workplace communication and increased opportunities for bonding with their baby. What are the implications for practitioners? Appropriate organisational initiatives may alleviate staff distress and support their return to work and could include formal return to work programs, regular managerial contact and workplace reorientation. [ABSTRACT FROM AUTHOR]

Objective: This study aimed to describe and compare the proportion of patients classified as an emergency department (ED) mental health presentation under different definitions, including the Australian Institute of Health and Welfare (AIHW) definition. Methods: This retrospective cohort study enrolled all patients that presented to the EDs of a multi-centre Victorian health service between 1 January 2020 and 30 June 2023. Varying definitions of a mental health presentation were applied to each ED attendance, applying the current AIHW definition (using selected diagnosis codes), broader diagnosis-based coding, the presenting complaint recorded at triage and whether the patient was seen by or referred to the emergency psychiatric service (EPS). The proportion of all ED presentations meeting each definition and any overlap between definitions were calculated. The agreement between each definition and the AIHW definition was evaluated using Kappa's coefficient. Results: There were 813,078 presentations to ED of which 34,248 (4.2%) met the AIHW definition for a mental health presentation. Throughout the study, 45,376 (5.6%) patients were seen and/or referred to EPS, and 36,160 (4.4%) patients were allocated a mental health presenting complaint by triage staff. There was moderate interrater agreement between these definitions, with a kappa statistic (95% confidence interval) between the AIHW definition and a mental health presenting complaint recorded at triage of 0.58 (0.58–0.59) and between the AIHW definition and review by EPS of 0.58 (0.57–0.58). Conclusions: The AIHW definition is a conservative measure of ED mental health presentations and may underestimate emergency psychiatry workload in Australian EDs. What is known about this topic? It is unknown whether the Australian Institute of Health and Welfare (AIHW) definition of an emergency department (ED) mental health presentation definition accurately reflects ED mental health workload. What does this paper add? The AIHW definition appears to underestimate the clinical workload related to ED mental health presentations. There is moderate agreement between the AIHW definition and mental health presentations classified according to complaint recorded at triage, or whether the patient is reviewed by psychiatry services. What are the implications for practitioners? Accurate measurement of emergency psychiatry workload should not rely on the AIHW definition alone. [ABSTRACT FROM AUTHOR]

Objectives: The objectives of this study were to examine the roles and needs of allied health professionals (AHPs) working in public healthcare settings in rural and regional Victoria, Australia in providing components of palliative care in their routine practice. Methods: A cross-sectional study was conducted between March and May 2023. Surveys were collected from AHPs working in public healthcare settings in the Loddon Mallee region of Victoria, Australia. Clinicians reported on the frequency of provision of care to patients with terminal illness, and their self-reported skill and confidence in providing interventions to patients with palliative care needs. Results: In total, 121 clinicians completed the survey. Almost every respondent reported they had provided care to patients with a terminal illness, with 41% of clinicians providing this care daily or weekly. The respondents were confident carrying out generalist interventions such as maintaining physical function but reported lower confidence in managing common symptoms of terminal illness such as loss of appetite, swallowing difficulties and changing communication needs. Two-thirds of respondents had not undertaken any training specific to palliative care, with many unaware of how to access palliative care-specific training. Conclusion: AHPs in rural and remote areas regularly provide care to patients with terminal illness. As the number of patients seen in non-specialist palliative care settings is likely to increase in rural and regional areas, the low self-reported confidence in providing common components of care, and the low uptake of palliative care-specific training must be addressed to ensure AHPs can provide high-quality care to people with terminal illness. What is known about the topic? Due to the increasing demand for palliative care services, this care is increasingly delivered by general non-specialist clinicians such as allied health professionals. What does this paper add? This study provides evidence for how often a surveyed population of allied health professionals in rural and regional Australia are providing care to people with a terminal illness, as well as their confidence, competence and learning needs. What are the implications for practitioners? High-quality care is needed at end-of-life, therefore rural and regional health services need to support allied health professionals to increase confidence and competence in providing palliative care. [ABSTRACT FROM AUTHOR]

Objectives: Individuals living with young-onset dementia fall through the gaps of adult and geriatric services. Given that non-cognitive symptoms of dementia in younger people are often psychiatric and behavioural in nature, these people may contact mental health services. There is sparse information investigating the frequency of people with young-onset dementia who contact mental health triage in Victoria. Methods: Triage data were obtained from the Victorian Agency for Health Information. The data contained demographics for people registered with Victorian mental health services. Consumers who had an International Classification for Diseases code for dementia and were aged less than 65 years were identified as people with young-onset dementia. Using information of the frequency of people with young-onset dementia who were registered with each area-based mental health service, population census statistics were used to make estimates of the frequency of young-onset dementia. Results: Of the 6172 people who had a dementia diagnosis, 1020 of them were aged less than 65 years and had young-onset dementia. There were proportionally more men who had young-onset dementia compared to women. There were more people with young-onset dementia registered to rural mental health services compared to metropolitan services. Conclusion: Findings provide important information for service planning in Victoria. Recommendations include upskilling and education for the assessment of dementia for those clinicians who work in mental health services, particularly in rural regions. What is known about the topic? Young-onset dementia refers to a dementia with onset at an age less than 65 years. Accessing age-appropriate services for these people is difficult as they fall through the gaps of adult and aged services due to their age. What does this paper add? Due to the behavioural and psychiatric manifestations related to young-onset dementia, data is provided about mental health service involvement for these people. What are the implications for practitioners? There is a need to upskill mental health clinicians, especially in rural areas, as younger people with dementia are accessing these services. [ABSTRACT FROM AUTHOR]

This paper evaluates the potential of using artificial intelligence (AI) and machine learning (ML) approaches for classification of Landsat satellite imagery for environmental coastal mapping. The aim is to identify changes in patterns of land cover types in a coastal area around Cheetham Wetlands, Port Phillip Bay, Australia. The scripting approach of the Geographic Resources Analysis Support System (GRASS) geographic information system (GIS) uses AI-based methods of image analysis to accurately discriminate land cover types. Four ML algorithms are applied, tested and compared for supervised classification. Technical approaches are based on using the 'r.learn.train' module, which employs the scikit-learn library of Python. The methodology includes the following algorithms: (1) random forest (RF), (2) support vector machine (SVM), (3) an ANN-based approach using a multi-layer perceptron (MLP) classifier, and (4) a decision tree classifier (DTC). The tested methods using AI demonstrated robust results for image classification, with the highest overall accuracy exceeding 98% and reached by the SVM and RF models. The presented scripting approach for GRASS GIS accurately detected changes in land cover types in southern Victoria over the period of 2013–2024. From our findings, the use of AI and ML algorithms offers effective solutions for coastal monitoring by analysis of change detection using multi-temporal RS data. The demonstrated methods have potential applications in coastal and wetland monitoring, environmental analysis and urban planning based on Earth observation data. [ABSTRACT FROM AUTHOR]

Aim: To describe the distribution of neuroimaging patterns in a term/late preterm population‐based cohort with cerebral palsy (CP), ascertain associations between neuroimaging patterns and neonatal well‐being, estimate the proportion with antenatal or perinatal timing of neuropathology, and apply this information to the understanding of common mechanisms of brain injury and causal pathways. Method: The cohort for this observational study comprised 1348 persons born between 1999 and 2017 in Victoria, Australia. Using algorithms designed for the study, neonatal well‐being and timing of brain injury were tabulated for the whole cohort and across neuroimaging patterns and birth epochs. Results: Clinical and demographic profiles, neonatal well‐being, and timing of brain injury differed across neuroimaging patterns. An estimated 57% of the cohort had a complicated neonatal period. Timing of brain injury was antenatal in 57% and perinatal in 41%. A decrease in the relative proportions of perinatal timing of brain injury was observed over a period when the rates of CP in live births at term decreased. Interpretation: This study begins to bridge the knowledge gap about causation in CP, moving towards better description of the main mechanisms of brain injury and their contribution within CP cohorts, and facilitating the ability to monitor changes over time and the success of preventive measures. What this paper adds: In a population‐based, term/late preterm cohort with cerebral palsy, 57% had a complicated neonatal period.In the same cohort, 57% had presumed antenatal timing of brain injury.The relative proportion with perinatal injury decreased over time. What this paper adds: In a population‐based, term/late preterm cohort with cerebral palsy, 57% had a complicated neonatal period.In the same cohort, 57% had presumed antenatal timing of brain injury.The relative proportion with perinatal injury decreased over time. This original article is commented on by O'Shea on pages 829–830 of this issue. [ABSTRACT FROM AUTHOR]

Background: Early identification and treatment of chronic disease is associated with better clinical outcomes, lower costs, and reduced hospitalisation. Primary care is ideally placed to identify patients at risk of, or in the early stages of, chronic disease and to implement prevention and early intervention measures. This paper evaluates the implementation of a technological intervention called Future Health Today that integrates with general practice EMRs to (1) identify patients at-risk of, or with undiagnosed or untreated, chronic kidney disease (CKD), and (2) provide guideline concordant recommendations for patient care. The evaluation aimed to identify the barriers and facilitators to successful implementation. Methods: Future Health Today was implemented in 12 general practices in Victoria, Australia. Fifty-two interviews with 30 practice staff were undertaken between July 2020 and April 2021. Practice characteristics were collected directly from practices via survey. Data were analysed using inductive and deductive qualitative analysis strategies, using Clinical Performance - Feedback Intervention Theory (CP-FIT) for theoretical guidance. Results: Future Health Today was acceptable, user friendly and useful to general practice staff, and supported clinical performance improvement in the identification and management of chronic kidney disease. CP-FIT variables supporting use of FHT included the simplicity of design and delivery of actionable feedback via FHT, good fit within existing workflow, strong engagement with practices and positive attitudes toward FHT. Context variables provided the main barriers to use and were largely situated in the external context of practices (including pressures arising from the COVID-19 pandemic) and technical glitches impacting installation and early use. Participants primarily utilised the point of care prompt rather than the patient management dashboard due to its continued presence, and immediacy and relevance of the recommendations on the prompt, suggesting mechanisms of compatibility, complexity, actionability and credibility influenced use. Most practices continued using FHT after the evaluation phase was complete. Conclusions: This study demonstrates that FHT is a useful and acceptable software platform that provides direct support to general practice in identifying and managing patients with CKD. Further research is underway to explore the effectiveness of FHT, and to expand the conditions on the platform. [ABSTRACT FROM AUTHOR]

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

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This case study of the merger of four hospitals in western Victoria reports on the views of participants affected by the merger – as staff or from the communities – about 2 years after the merger. Respondents reported that many of the sought-after benefits of the merger were being delivered. However, the merger process itself attracted criticism, and it is here that this merger can provide lessons for others. Although there was a long lead time of consultation prior to the formal decision to merge, there was very little time to plan the next steps of implementation – there were only days between the decision and the merger taking effect. Future mergers should manage that differently. There is also a lot of literature on mergers which might provide a check list to enhance the likelihood of success in future mergers. What is known about the topic? Studies on the effect of mergers have largely focused on economic parameters rather than on quality of care or stakeholder perceptions. What does this paper add? This article provides practical insights into the experiences of key people impacted by a health services amalgamation. What are the implications for practitioners? The lessons learnt discussed in the article may assist health services staff in their planning and approach for future amalgamation of health services in a regional/rural setting. [ABSTRACT FROM AUTHOR]

During the COVID-19 global pandemic, young people and culturally and linguistically diverse populations (CALD) were underserved by non-tailored government health messaging. Social media influencers offer a potentially cost-effective and scalable form of health communication for reaching young CALD populations. Little is known, however, about the characteristics of an influencer's identity authenticity for reaching CALD youth, or how that authenticity is underpinned by brand consistency and relatability. Drawing on the authors' commissioned evaluation of a state government initiative for delivering targeted COVID-19 health information to CALD young people (11-26 years) in Victoria, Australia, this paper analyses findings from thirteen qualitative interviews with influencers and target audience members to provide insights on identity authenticity in the contemporary digital ecology. The analysis aims to contribute to the limited extant knowledge of the role third-party influencers can play in government health communication by providing a cultural context for understanding identity authenticity when targeting minority social groups. [ABSTRACT FROM AUTHOR]

The COVID-19 pandemic has given rise to diverse manifestations of racism in Australia, from everyday attacks against Asian Australians to discriminatory policies towards temporary migrants. Since the start of the pandemic, considerable knowledge on pandemic-related racism has been produced. This knowledge has yet to be consolidated, leaving questions about the nature, forms, impacts and trajectories of racism during the pandemic. This paper presents a systematic review and synthesis of research on racism during the pandemic, with an emphasis on pandemic-specific racism. We searched the databases Scopus, MEDLINE and PsycINFO for research published between January 2020 and July 2022. Eighteen research studies were included in the review, along with reports of routine data collection by five organisations. The research reviewed collected data mainly around the pandemic's 'second wave' in Australia (June-October 2020), focusing largely on Asian Australians and temporary migrants nationally and in Victoria. Widely studied forms of COVID-racism were verbal abuse, physical attacks, exclusion and Othering, and institutional racism involving governments, media and employers. We examined the pandemic's health and socio-economic impacts, and variations in experiences of racism over time between ethnic groups. As Australia emerges from the pandemic, we consider the review's implications for pandemic response, anti-racism practice and policy, and future research. [ABSTRACT FROM AUTHOR]

This paper presents a method to analyze and improve the set of equations constituting a rainfall‐runoff model structure based on a combination of a data assimilation algorithm and polynomial updates to the state equations. The method, which we have called "Data Assimilation Informed model Structure Improvement" (DAISI) is generic, modular, and demonstrated with an application to the GR2M model and 201 catchments in South‐East Australia. Our results show that the updated model generated with DAISI generally performed better for all metrics considered included Kling‐Gupta Efficiency, NSE on log transform flow and flow duration curve bias. In addition, the elasticity of modeled runoff to rainfall is higher in the updated model, which suggests that the structural changes could have a significant impact on climate change simulations. Finally, the DAISI diagnostic identified a reduced number of update configurations in the GR2M structure with distinct regional patterns in three sub‐regions of the modeling domain (Western Victoria, central region, and Northern New South Wales). These configurations correspond to specific polynomials of the state variables that could be used to improve equations in a revised model. Several potential improvements of DAISI are proposed including the use of additional observed variables such as actual evapotranspiration to better constrain internal model fluxes. Plain Language Summary: This paper presents a data‐driven method to improve rainfall‐runoff models used to generate future water resources scenario in climate change studies. The method, which we have called "Data Assimilation Informed model Structure Improvement" (DAISI) is generic, modular, and demonstrated with an application to monthly streamflow simulations over a large data set of catchments in South‐East Australia. Our results show that DAISI improves model performance for a wide range of metrics and increases the sensitivity of the model to climate inputs, which is critical in climate change scenarios. Finally, the improvements identified by DAISI take a simple mathematical form with distinct regional patterns in three sub‐regions of the study domain (Western Victoria, central region, and Northern New South Wales). Several improvements of DAISI are discussed including the inclusion of additional observed variables such as evapotranspiration to better constrain model simulations. Key Points: Data Assimilation Informed model Structure Improvement method diagnoses hydrological model structures by combining data assimilation with a polynomial update of state equationsThe method was applied to the GR2M rainfall‐runoff model with significantly improved streamflow simulations in 201 Australian catchmentsThe method identified updates to state equations with marked regional characteristics that could guide future improvement of GR2M [ABSTRACT FROM AUTHOR]

Aim: Partnered Pharmacist Medication Charting (PPMC) in patients admitted under general medical units has been shown to reduce medication errors. The aim of this study is to evaluate the impact of the PPMC model on medication errors in patients admitted under cancer units in Victorian hospitals. Methods: A prospective cohort study comparing cohorts before and after the introduction of PPMC was conducted. This included a 2-month pre-intervention phase and 3-month intervention phase. PPMC was implemented during the intervention phase as new model of care that enabled credentialed pharmacists to chart all admission medications, including pre-admission or new medications and cancer therapies, in collaboration with the admitting medical officer. The proportion of medication charts with at least one error was the primary outcome measure. Results: Seven health services across Victoria were included in the study. The majority of health services were using paper-based prescribing systems for oncology. Of the 547 patients who received standard medical medication charting, 331 (60.5%) had at least one medication error identified compared to 18 out of 416 patients (4.3%) using the PPMC model (p < 0.001). The median (interquartile range) inpatient length of stay was 5 (2.9–10.6) days in pre-intervention and 4.9 (2.9–11) days in intervention (p = 0.88). In the intervention arm, 42 patients had cancer therapy charted by a pharmacist with no errors. Conclusions: PPMC was successfully scaled into cancer units as a collaborative medication safety strategy. The model was associated with significantly lower rates of medication errors, including cancer therapies. PPMC should be adopted more widely in cancer units in Australia. [ABSTRACT FROM AUTHOR]

The COVID-19 pandemic caused significant educational disruption globally. When the pandemic forced schools to switch to emergency home-schooling, parental engagement in education became more critical. Some parents found home-schooling as an opportunity to form stronger relationships with their children. Others acquired an enhanced insight into their children's schoolwork. However, the emerging literature shows that, as not all parents were equally positioned to support their children's learning at home, emergency home-schooling has resulted in a significant learning loss. Guided by the concept of capital interaction, this article reports on a qualitative case study that investigated the experiences of 20 migrant parents in Victoria, Australia. A thematic analysis of the data reveals challenges associated with parental self-efficacy, financial hardship, language and technological barriers, time constraints, and disengagement and exhaustion. Remote learning may return in the future, and we must prepare for such disruption by improving equitable access to education delivered online and at home. To this end, the paper outlines some policy ideas. [ABSTRACT FROM AUTHOR]

Developing Allied Health (AH) graduates who are skilled in responding to public health needs is crucial, particularly in rural areas where workforce shortages and poor health outcomes are common. However, workforce shortages make it difficult to provide rural work-integrated learning (WIL) opportunities to teach these skills. This paper presents a model of Service-Learning (SL) that innovatively employs WIL for AH students while addressing rural health needs. The model was developed based on the experiences of a rural WIL team who implemented over 400 SL WIL experiences over six years. Key aspects highlight the importance of relationship building and meeting the needs of three key stakeholders, namely the community and host-site, students, and the enrolled university. Student support, interprofessional education and evaluation were also embedded in the model. This SL model adopts a flexible approach and provides a useful guide for developing SL for WIL despite challenges in rural areas. [ABSTRACT FROM AUTHOR]

Background: Drug checking services aim to provide compositional information for the illicit drug supply and are being employed in public health responses to extreme rates of overdose associated with fentanyl within street opioids. The technologies used within these services range from basic qualitative tests, such as immunoassay test strips, to comprehensive quantitative analyses, such as mass spectrometry. In general, there is concern that heterogeneity of a drug mixture adds significant uncertainty when using drug checking results based on a small subsamples. The presence of hot spots of active drug components in this context is often termed the 'chocolate chip cookie effect'. Establishing the limitations of the service are essential for interpretation of the results. Methods: This study assesses the consequence of drug heterogeneity and sampling of consumer level opioid purchased in Victoria, British Columbia ( n = 21 , 50–100 mg each) on quantitative fentanyl results determined from testing with paper spray mass spectrometry. Results: Using descriptive statistics, such as relative standard deviation and interquartile range, the results demonstrate varied distributions of fentanyl concentrations within a single drug batch. However, the presence of hot spots, defined as outliers, were relatively rare. Conclusions: This study found that the variability in fentanyl concentration from drug heterogeneity and sampling is greater than that attributed to the analytical technique. On a practical level, this provides data to help guide communication of limitations of drug checking services, supporting the aim of trust and transparency between services and people who use drugs. However, if drug checking services continue to be restricted from fully engaging with the reality of manufacturing, buying, selling, mixing and dosing practices, the accuracy, usefulness, and impact will always be limited. [ABSTRACT FROM AUTHOR]

Sexuality and relationship education (SRE) for trans young people is fraught with ongoing institutional and informational erasure, even as trans young people display considerable agency in navigating their SRE needs. This paper reports on a survey of 112 Australian trans young people, who shared their experiences of SRE (in terms of delivery and content), and their views on three story completion tasks where they were asked to respond to prompts about three fictional stories focused on trans young people (and for some their cisgender partners) and intimacy. Participants reported that SRE was delivered in class and focused on puberty and anatomy, although many participants accessed SRE information informally. Participants overwhelmingly reported the erasure of trans-specific SRE content and suggested that SRE content should include a trans focus. Responses to the story completion task emphasised the agency of the fictional trans young people in asserting their boundaries, deserving respect, being knowledgeable about their bodies and ensuring their safety. Fictional cisgender young people in the story completion tasks were expected to be respectful, and to be guided by trans people (but also to educate themselves). The paper concludes with recommendations for harnessing trans young people's agency in the context of SRE. [ABSTRACT FROM AUTHOR]

This contemporary comment examines School Community Safety Orders (SCSOs). Introduced in 2022, these provisions permit principals in the Australian state of Victoria to ban adults from school premises and events in response to concerns about the risk of violent, threatening or abusive behaviour, and/or other perceived disruptive acts. SCSOs have only been active for a short time, and there is currently limited information regarding their use. Following an examination of the legislation, this paper discusses a number of operational and procedural concerns. These include the subjective framing of behaviours that may lead to an SCSO, the ways in which SCSOs are imposed and the absence of provision/s to prevent their misuse or abuse. The paper draws attention to the lack of clear protocols and safeguards to ensure the appropriate and proportionate use of SCSOs, advocates for consistent and transparent monitoring—to understand how many are issued, to whom and for what reasons—and asks whether the provisions adequately address concerns regarding safety in schools. More broadly, the provisions are also situated and discussed within the wider context of risk-based criminalisation—including the increasing use of pre-emption and privatisation/civilianisation—and the issues to which these developments can give rise. [ABSTRACT FROM AUTHOR]

The tropical and warm-temperate eastern Australian muricid snail Tenguella marginalba (Blainville, 1832), unknown in Victoria prior to 1982, is formally reported as established in far eastern Victoria. It also occurs in southernmost New South Wales. The Marine Research Group of the Field Naturalists Club of Victoria (MRG) first detected it at Mallacoota in 1982, and subsequent surveys by the MRG and others have confirmed its local persistence. This paper maps its appearance and range in Victoria over time, based on MRG records and other literature references. A possible cause for its Victorian incursion is the warming of the Eastern Australian Current through climate change. Recent Victorian intertidal records of other warm-temperate marine invertebrates not typically found in eastern Victoria are provided as possible co-examples of this process. [ABSTRACT FROM AUTHOR]

Strict lockdowns have been employed by many of the world's nations as a public health response to COVID-19. However, concerns have been expressed as to how such public health responses disturb the human ecosystem. In this paper, we report on findings from a longitudinal study of Australian parents in which we investigated how state differences in government-mandated lockdowns affect the relationship well-being (i.e., relationship satisfaction and loneliness) of parents. We situated the study of the relational effects of strict lockdowns within the Vulnerability Stress Adaptation Model (VSAM, Karney & Bradbury, 1995) that considers the role of parents' pre-existing vulnerabilities (i.e., psychological distress and attachment insecurity), life stressors (pre-pandemic and COVID-19 stressors), and adaptive relationship processes (constructive communication and perceived partner support). A total of 1942 parents completed 14 waves of assessments of relationship satisfaction and loneliness over a 13.5-month period as well as baseline assessments of personal vulnerabilities, life stressors, and adaptive relationship processes. Parents with high relationship adaptations and low vulnerabilities evidenced the highest relationship well-being (i.e., high satisfaction and low loneliness) during changes in lockdown restrictions, while parents with moderate relationship adaptations and vulnerabilities experienced the poorest well-being. Differences in state lockdown restrictions (i.e., Victoria [long and strict lockdown policy] vs all other states) were associated with differences in relationship well-being for parents with high relationship adaptations. Specifically, Victorian parents experienced significant declines in relationship well-being compared to non-Victorian parents. Our findings provide novel insights into how government-mandated social restrictions can disrupt the relational ecology of parents. [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]

Indigenous young people around the world suffer poorer mental health outcomes than their non-Indigenous peers. Currently, how culture matters for health, what cultural practices are used in community to support health and well-being, and how culture is passed on in Aboriginal contemporary life in southeast Australia--the region most affected by settler-colonisation--is not well understood. This paper presents findings from yarns with a representative sample of 44 Indigenous participants working in the field of health and well-being that explored how culture interleaves with health and well-being. It uses grounded theory as the overarching methodology with community participation in all aspects of the project. Participants were nominated through snowball sampling and screened by a governing board of Elders. They included men and women of varied ages with half residing in urban areas and half in rural Victoria, Australia. They had declared affiliations to 31 traditional tribal groups. The yarns were held over Zoom videoconferencing between an Indigenous research assistant who was part of the community, and each participant. Each yarn was recorded, transcribed, coded and analysed by a multi-perspectival team. Culture was viewed as central to individual and communal life and passed on through relationships with people and Country itself. Community members used a wide variety of cultural practices to aid and maintain health and wellbeing in profound ways. Myriad extant obstacles to health and well-being were also described, from experiences of disconnection through to barriers for accessing services. These findings have the potential to shape future holistic care and policy. [ABSTRACT FROM AUTHOR]

Background: Wildfires are thought to become more prevalent during periods of extended dry weather. This issue is examined using two dryness metrics commonly applied in Australian fire management agencies. Aims: This paper investigated links between wildfire incidence and the Keetch–Byram Drought Index (KBDI) and McArthur's Drought Factor (DF) across the state of Victoria, Australia. Methods: Weather records and data from 41 418 wildfires that occurred across the State over a 17-year period were compiled to examine the distributions of KBDI and DF on days with fires smaller and larger than 5 ha in area and all days, using kernel density plots. Key results: Days with fires, particularly days with fires that escaped initial attack, have higher DFs and KBDIs compared with all days. These differences vary between regions and are greatest in areas with moist climates. Conclusions and implications: An appreciation of dryness conditions using tools such as KBDI and DF is useful for understanding fire potential, particularly in areas that experience higher and more regular rainfall. McArthur's Drought Factor and the Keetch–Byram Drought Index are higher than normal on days with fires in Victoria, Australia. These metrics provide a more reliable indication of fire potential in high-rainfall areas than in lower-rainfall areas. This article belongs to the Collection Fire and Climate. [ABSTRACT FROM AUTHOR]

Background: Engagement with general practice is a requirement of Australia's Primary Health Networks (PHNs). We propose a model for engagement that draws on principles of stakeholder and clinician engagement, tailored to meet the needs of PHNs and general practitioners (GPs). Methods: A comprehensive literature review was undertaken to identify components, challenges, and approaches to optimizing clinician engagement. Interviews with GPs (n = 18), other practice staff (n = 12), PHN staff, and other stakeholders (n = 15) across 3 PHN regions in Victoria, Australia, were used to identify perceived needs of GPs and opportunities for engagement with PHNs. Interview transcripts, notes, and contact summaries were collated and organized using QSR NVivo to support the process of coding and identification of common themes and perspectives. Information from the literature and interviews was synthesized to inform development of a model for GP engagement that could guide GP strategy and engagement activities undertaken by PHNs. Findings: PHNs engaged with GPs for accreditation, quality improvement, data sharing, continuing professional development, commissioning, and population health initiatives, among others. GPs were motivated to engage with PHNs, however, the roles of PHNs and benefits of engagement were not always clear. A model to support PHN engagement with general practice was developed comprising: (1) Organizational values for engagement; (2) Needs of GPs; (3) Areas of engagement; (4) Stages of engagement; (5) Communication planning; and (6) Monitoring and Evaluation. Conclusion: The proposed model represents contemporary understanding in clinician engagement, drawing upon concepts from community and stakeholder engagement, and extending established models for engagement into the setting of general practice. [ABSTRACT FROM AUTHOR]

This paper reports the study of the agency of children aged 10–14 in their language practices as they interacted with their family members. The study was located in a Vietnamese migrant community in Victoria, Australia. In using a thematic, interactional analysis combined with a relational approach to agency, it was found that children’s agency emerged on a continuum which ranged from a more negative end of the continuum – manifested through the children’s explicit resistance to parental requests for home language use – to a more positive end of the continuum – manifested through their flexible linguistic repertoire in accommodating their interlocutors’ needs. Findings also suggest that the linguistic practices in the family domain surfaced as dynamic co-constructions to reflect the adults’ and children’s constant (re)negotiation in their everyday language practices in the home, which was also influenced by other factors such as children’s linguistic competence and the families’ linguistic norms. The study builds on previous findings on the relational nature of children’s agency by bringing attention to the different manifestations of children’s agency that arise in situ as they interact. [ABSTRACT FROM AUTHOR]

This paper focuses on Indo-Canadian Sikh women's issues after Covid-19 and their challenges of diasporic consciousness. It is based on a study conducted with face-to-face interviews in Victoria, Canada, to assess these women's post-Covid-19 challenges in healthcare and employment and their diasporic dual identity crisis. The research addressed questions like: What are the challenges of Indo-Canadian Sikh women in Canada after Covid-19 and the impact of current political affairs? What are women's integration challenges (perhaps insecurity, discrimination, etc.)? This research is significant for understanding the difficulties of Indo-Canadian Sikh women as a vulnerable group in terms of diasporic dual consciousness, racial discrimination and post-Covid experiences. Discussions on identity incorporate a diasporic theoretical understanding of the dual identity crisis and elaborate on Canadian multicultural policy from a political perspective. [ABSTRACT FROM AUTHOR]

Influenced by a harm reduction philosophy, the then Victorian Labor Government announced the establishment of the state's first medically supervised injecting room (MSIR) in North Richmond in late 2017. But, public and political opinion remains sharply divided as to the merits of the MSIR. One influence on policy development appears to be media commentary on the MSIR and the wider illicit drugs policy debate. This paper compares the official editorials of the two daily Melbourne newspapers, the Herald Sun and The Age regarding the MSIR, from November 2017 until November 2022. Based on 33 articles (Herald Sun, N = 28; The Age, N = 5), our findings identify philosophical differences between the two newspapers as reflected in their sources of information, language and highlighted issues. The Age was mostly supportive of both the introduction of the North Richmond MSIR and proposals for a second site. The Herald Sun's position was more ambiguous, ranging from qualified support for the North Richmond MSIR to strong opposition to further sites. [ABSTRACT FROM AUTHOR]

Sexual revictimization can have a negative impact on many facets of women's wellbeing, yet limited evidence exists regarding specific interventions that support healing and the reduction of further revictimization. This paper will explore regional and rural women's experience of a group-based empowerment program, the Shark Cage program, in Victoria, Australia. The "Shark Cage" program aims to address revictimization by empowering women and girls to build personal boundaries and assertiveness within the context of gender equality and human rights. Data were collected via participant observations across the 8-week program, in combination with semi-structured interviews with participants (N = 11) pre and post intervention. All participants had access to therapeutic support outside of the program. Findings indicate that the program fostered connections among women with shared experiences of sexual revictimization, reducing feelings of isolation. Participants detailed the benefit of developing and practicing skills in reducing revictimization, such as assertiveness and boundary setting. Program learning and recovery was embedded within a network of embodied emotions, social connections, cultural norms and place-based relations that influenced how participants recovery could be understood, processed and addressed. [ABSTRACT FROM AUTHOR]

Issue Addressed: The COVID‐19 pandemic bears many similarities to other disasters such as bushfires, earthquakes and floods. It also has distinctive features including its prolonged and recurrent nature and the social isolation induced by pandemic responses. Existing conceptual frameworks previously applied to the study of disaster, such as the Recovery Capitals Framework (RCF), may be useful in understanding experiences of the COVID‐19 pandemic and in guiding agencies and governments tasked with supporting communities. Methods: This paper presents an analysis of interviews conducted with residents of the Australian state of Victoria in 2020–2021. The RCF was used to analyse how participant experiences and well‐being were influenced by seven forms of capital—social, human, natural, financial, built, cultural and political—with particular focus on the interactions between these capitals. Results: Social capital featured most prominently in participants' accounts, yet the analysis revealed important interactions between social and other capitals that shaped their pandemic experiences. The RCF supported a strengths‐based and holistic analysis while also revealing how inequities and challenges were compounded in some cases. Conclusions: Findings can be leveraged to develop effective and innovative strategies to support well‐being and disrupt patterns of compounding inequity. Applying the RCF in the context of COVID‐19 can help to link pandemic research with research from a wide range of disasters. So What?: In an increasingly complex global landscape of cascading and intersecting disasters including pandemics, flexible and nuanced conceptual approaches such as the RCF can generate valuable insights with practical implications for health promotion efforts. [ABSTRACT FROM AUTHOR]

• Males tend to have higher levels of sensation seeking and engage in riskier driving. • Driver thrill seeking fully explains the relationship between gender and transient offending. • Driver thrill seeking partially explains the relationship between gender and fixed offending. Gender and sensation seeking are both key factors associated with risky driving and traffic offending by young people. However, there has been limited research exploring the way that gender and sensation seeking combined influence these behaviours. This paper investigates whether sensation seeking mediates the relationship between gender and traffic offending. Young drivers (n = 1,670) from Queensland and Victoria, Australia completed an online survey that included the Driver Thrill Seeking Scale and the Transient Offending and Fixed Offending sub-scales from the Behaviour of Young Novice Drivers Scale (BYNDS). The results indicate that sensation seeking fully mediates the relationship between gender and transient offending and partially mediates the relationship between fixed offending. This study highlights that sensation seeking is a key factor in explaining the relationship between gender and traffic offending which has important implications for the development of road safety interventions for teen drivers. [ABSTRACT FROM AUTHOR]

In recent years, deep learning (DL) approaches have been proven effective in addressing high nonlinear relationships within complex systems. Although various scientific studies have primarily focused on optimizing model architecture and enhancing its computational efficiency through hybridization, they have neglected the crucial aspect of selecting appropriate predictor variables (PV) and their influence on the model's predictions. In this paper, a new multi-phase stochastic DL model is designed with a feature selection framework for monthly streamflow prediction. The multi-phase hybrid MCMC–BC–BiLSTM–BiGRU model is based on bidirectional long short-term memory (BiLSTM) and bidirectional gated recurrent unit (BiGRU) integrated with Markov Chain Monte Carlo (MCMC) based bivariate copulas (BC). First, Ant Colony Optimization (ACO) algorithm was employed for screening optimal PV, and then significant antecedent streamflow was coupled with it to generate optimized input combinations. In addition, 25 different MCMC–BC models were adopted for each input combination to determine the dependency of previous month's streamflow on current and future streamflow. Finally, best-fitted MCMC–BC model was integrated with hybrid BILSTM–BiGRU model to predict streamflow at nine different catchments in the Victoria region of the Upper Murray Basin (UMB), Australia. The experimental results show that the multi-phase hybrid MCMC–BC–BiLSTM–BiGRU model showed remarkable performance in comparison to its benchmark counterparts with respect to different robust statistical error metrics. Therefore, this study demonstrates that stochastic DL techniques can be effectively employed as a promising alternative predictive tool for upstream discharge predictions with high consistency and accuracy, specifically when a statistically significant relationship with the antecedent streamflow exists. [ABSTRACT FROM AUTHOR]

Fair political representation is an important goal of democratic governments, yet Australia lags behind many democracies in women's representation in elected politics. Attacks against women in public spaces through harassment and verbal abuse have long constrained women's ease in physical spaces and, in the digital age, this has extended into online spheres. This paper examines the impact of on- and offline incivility on women's experiences in local politics. It focuses on Australia's southern state of Victoria and its 79 local government municipalities. We conduct two surveys of men and women elected representatives (N1 = 222, N2 = 205) to determine their experiences during the campaigning period and first year on council. We follow up with in-depth interviews with women who have experienced gender harassment (n = 10) to further understand its impacts. We offer new insights in to a 'push factor' that contribute to women leaving elected local government and their political underrepresentation. [ABSTRACT FROM AUTHOR]

Australian early childhood education and care [ECEC] has faced a series of change and reform since 2009, including the introduction and later revisions of key curriculum and qualify frameworks, increased qualifications, shifting theoretical knowledge and pedagogies, and challenges from the COVID-19 pandemic. Consequently, early childhood professionals [ECPs] have been confronted with a succession of substantial changes impacting their professional practice. This paper reports on a qualitative, post-structural study identifying workplace and learning discourses as key influences for the reform engagement of eleven ECPs from kindergarten settings in Victoria, Australia. Foucauldian Discourse Analysis [FDA] revealed specific subjective positions and discursive practices among participants. Recommendations are offered to address issues related to the uptake of reform initiatives. It is anticipated that these findings may generate greater opportunities to support our existing, emerging and future generations of ECPs as they lead the transformation of ECEC and transition through complex times of uncertainty. [ABSTRACT FROM AUTHOR]

This paper shows how multispecies collaboratories work to complexify understandings of shared space with more-than-human others through collective inquiry and experimentation. Recognizing tensions produced through engaging childhood geographies research on stolen land, it proposes multispecies collaboratories as inextricably situated within the uneven flows of colonization, urban sprawl, and climate change. The authors present six collaboratory sticking points – the politics of green, confronted by the unexpected, bearing witness, boundary bursting, root problems, and troubling entanglement – to highlight possibilities and incommensurabilities inherent within. Sharing moments on Anishnaabe, Attawandaron, Lūnaapéewak, and Haudenosaunee territories in London, Ontario, and lək̓ʷəŋən and WSÁNEĆ territories in Victoria, British Columbia, they take a common worlding approach to reconsidering young children's multispecies relations as always and already political, multifarious world-making forces. They argue for multispecies collaboratories as small but significant sites for unhinging children's geographies from neoliberal, colonial logics, asking: What kinds of experimentation make it possible to activate a collective sense of relationality and reciprocity with the myriad of creatures with whom children share space? What is required of us to do so without retooling the colonial logics that contribute to the erasure of Indigenous peoples, more-than-human kinships, and connections to place? [ABSTRACT FROM AUTHOR]

Prior research on consultants in policymaking described their expanding policy involvement and impact. This research focuses on consultants' policy formulation roles and on how and why these roles vary across jurisdictions and contexts. It draws on comparative research on healthcare policy in Ontario, Canada, and Victoria, Australia. Based on analysis of contracts and expenditure data, and 59 semi‐structured interviews, this research finds that consultants in Victoria are partners in formulation, used routinely for a variety of tasks, including core formulation work. Their role is institutionalized through formal and informal rules. In contrast, consultants in Ontario perform non‐core formulation work and are primarily active in linking the government to other sites and pools of knowledge. The paper ties this variation to public sector internal capacity and policy sector complexity. It offers new empirical data and provides a nuanced understanding of the roles of consultants in policy formulation. [ABSTRACT FROM AUTHOR]