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Objective: To determine whether patients with stroke receiving rehabilitation for upper limb deficits using smart technology (video and reminder functions) demonstrate greater adherence to prescribed home exercise programmes and better functional outcomes when compared with traditional paper-based exercise prescription. Design: Randomized controlled trial comparing upper limb home exercise programmes supported by video and automated reminders on smart technology, with standard paper-based home exercise programmes. Setting: A community rehabilitation programme within a large metropolitan health service. Subjects: Patients with stroke with upper limb deficits, referred for outpatient rehabilitation. Interventions: Participants were randomly assigned to the control (paper-based home exercise programme) or intervention group (home exercise programme filmed on an electronic tablet, with an automated reminder). Both groups completed their prescribed home exercise programme for four weeks. Main measures: The primary outcome was adherence using a self-reported log book. Secondary outcomes were change in upper limb function and patient satisfaction. Results: A total of 62 participants were allocated to the intervention (n = 30) and control groups (n = 32). There were no differences between the groups for measures of adherence (mean difference 2%, 95% CI −12 to 17) or change in the Wolf Motor Function Test log transformed time (mean difference 0.02 seconds, 95% CI −0.1 to 0.1). There were no between-group differences in how participants found instructions (p = 0.452), whether they remembered to do their exercises (p = 0.485), or whether they enjoyed doing their exercises (p = 0.864). Conclusions: The use of smart technology was not superior to standard paper-based home exercise programmes for patients recovering from stroke. This trial design was registered prospectively with the Australian and New Zealand Clinical Trials Register, ID: ACTRN 12613000786796. http://www.anzctr.org.au/trialSearch.aspx [ABSTRACT FROM AUTHOR]

BACKGROUND: It is unknown whether questionnaires measuring psychosocial constructs related to low back pain (LBP) that were originally designed for adults are suitable for adolescents, and if paper and web-versions have similar measurement properties. OBJECTIVES: To examine selected psychometric properties for the paper- and web-based Back-Beliefs Questionnaire (BBQ) and the Fear Avoidance Beliefs Questionnaire (FABQ-phys) among adults and adolescents in two diverse countries and to determine whether differences existed between countries and pain groups. METHODS: A sample of 156 adults (Hong Kong, n = 75; Australia, n = 81) and 96 adolescents (Hong Kong, n = 61; Australia, n = 35) participated in this cross-sectional study. RESULTS: Main effects for country and administration mode were observed in adult BBQ scores, where Australian adults reported significantly higher BBQ scores than Hong Kong adults (mean difference (MD); 95% CI: 2.85; 0.96-4.74) and significantly higher scores were recorded on the web mode compared to the paper mode (MD 0.74; 0.10-1.38). Similarly, Hong Kong adults and adolescents reported higher FABQ-phys scores than Australian adults and adolescents (MD; 95% CI: 3.40; 1.37-5.43 and 4.88; 0.53-9.23, respectively). Internal consistency values were mostly acceptable (α⩾0.7). CONCLUSION: Differences exist between cultures for LBP-related beliefs. The BBQ and FABQ-phys have acceptable measurement properties in both administration modes. [ABSTRACT FROM AUTHOR]

OBJECTIVES: This paper used national survey data to investigate 'hardcore' smoking as predicted by the 'hardening hypothesis', and to examine the relationship between 'hardcore' smoking and socioeconomic status (SES). METHODS: Analyses were performed using data from four waves of the Australian National Drug Strategy Household Survey between 2001 and 2010, a large national survey with a sample size of approximately 24 000 participants per wave. The primary outcome variable was 'hardcore' smoking, comprised of the variables: 'no quit attempt in past 12 months'; 'no plan to quit'; and smoking more than 15 cigarettes per day. The main predictor variables used were SES assessed by the Socio-Economic Indexes for Areas (SEIFA), and survey wave. Other sociodemographic variables were also examined. RESULTS: Overall, 'hardcore' smoking remained stable from 2001 to 2010. However, 'hardcore' smoking declined among high-SES smokers (from 1.8% to 1.0%), but not among low-SES smokers (around 3.4%). 'Hardcore' smoking was strongly associated with SEIFA quintile (p<0.001). There was a significant interaction effect between top and bottom SEIFA quintiles and wave (p=0.025), with a decline in 'hardcore' smoking measures over the four waves among those in the top two SEIFA quintiles, with odds in 2010 of 0.39 (95% CI 0.17 to 0.87; p=0.012), down from 0.64 (95% CI 0.50 to 0.82; p<0.001) in 2001, while 'hardcore' smoking remained stable among those in the bottom two SEIFA quintiles. CONCLUSIONS: The results from high SES smokers suggest 'hardcore' smokers are able to quit, but outcomes among low-SES smokers are less encouraging. [ABSTRACT FROM AUTHOR]

The article discusses the approaches for gluteal tendinopathy which includes education plus exercise and corticosteroid injection.

Objective To examine how the intensity and duration of tobacco control advertising relate to adolescent smoking prevalence. Methods Australian students (aged 12-17 years) participating in a national survey conducted triennially between 1993 and 2008 (sample size range 12 314-16 611). The outcome measure was students' smoking in the previous 4 weeks collected through anonymous, self-completed surveys. For each student, monthly targeted rating points (TRPs, a measure of television advertising exposure) for tobacco control advertising was calculated for the 3 and 12 months prior to surveying. For each time period, cumulative TRPs exposure and exposure to three intensity levels (≥100 TRPs/month; ≥400 TRPs/month; ≥800 TRPs/month) over increasing durations (eg, 1 month, 2 months, etc) were calculated. Logistic regression examined associations between TRPs and adolescent smoking after controlling for demographic and policy variables. Results Past 3-month cumulative TRPs were found to have an inverse relationship with smoking prevalence. Low TRPs exposure in the past 12 months was positively associated with adolescent smoking prevalence. However, smoking prevalence reduced with cumulative exposure levels above 5800 cumulative TRPs. Additionally, exposure to ≥400 TRPs/month and ≥800 TRPs/month were associated with reduced likelihood of smoking, although the duration needed for this effect differed for the two intensity levels. When intensity was ≥400 TRPs/month, the odds of smoking only reduced with continuous exposure. When intensity was ≥800 TRPs/month, exposure at levels less than monthly was associated with reductions in smoking prevalence. Conclusions Both antismoking advertising intensity and duration are important for ensuring reductions in adolescent smoking prevalence. [ABSTRACT FROM AUTHOR]

Background Decisions about which antismoking advertisements should be aired are often guided by audience ratings of perceived effectiveness (PE). Given that the usefulness of PE measures depends on their ability to predict the likelihood that a message will have a positive impact on outcomes such as behaviour change, in the current study we used pre-exposure, postexposure and follow-up measures to test the association between PE and subsequent changes in quitting intentions and smoking behaviours. Methods Daily smokers (N=231; 18 years and older) completed baseline measures of quitting intentions before watching an antismoking advertisement. Immediately following exposure, intentions were measured again and PE was measured using six items that factored into two scales: ad-directed PE (ADPE) and personalised PE (PPE). A follow-up telephone survey conducted within 3 weeks of exposure measured behaviour change (reduced cigarette consumption or quit attempts). Results From pre-exposure to postexposure, 18% of smokers showed a positive change in their intentions. Controlling for baseline intentions, PPE independently predicted intention change (OR=2.57, p=0.004). At follow-up, 26% of smokers reported that they had changed their behaviour. PPE scores also predicted the likelihood of behaviour change (OR=1.93, p=0.009). Conclusions Audience ratings of PPE, but not ADPE, were found to predict subsequent intention and behaviour change. These findings increase confidence in the use of PE measures to pretest and evaluate antismoking television advertisements, particularly when these measures tap the extent to which a smoker has been personally affected by the message. [ABSTRACT FROM AUTHOR]

Recent research has documented the immediate negative impact of the COVID‐19 pandemic on household and business consumption, but there is still limited investigation into the medium‐term effects in specific consumption categories. This paper addresses this gap using a vector autoregression analysis of a system of aggregated consumer final demand across Australia. We highlight the importance of studying a demand system, as opposed to investigating independent consumption categories, due to the interactive evolution of consumption during the pandemic. Modelling the paths of various consumption categories in response to shocks from one another, we find that, despite the large and abrupt shocks to consumption during the first two quarters of 2020, most categories reverted to pre‐COVID levels when restrictions were lifted. Importantly, transportation had the largest and most persistent decline. Overall, shocks to sectors other than food, alcohol and education were outside the counterfactual forecast confidence intervals estimated based on pre‐COVID information. [ABSTRACT FROM AUTHOR]

Objectives: Unwarranted clinical variations in radical prostatectomy (RP) procedures are frequently reported, yet less attention is given to the variations in associated costs. This issue can further widen disparities in access to care and provoke questions about the overall value of the procedure. The present paper aimed to delve into the disparities in hospital, medical provider and out-of-pocket costs for RP procedures in Australia, discussing plausible causes and potential policy opportunities. Methods: A retrospective cohort study using Medibank Private claims data for RP procedures conducted in Australian hospitals between 1 January 2015 and 31 December 2020 was undertaken. Results: Considerable variations in both medical provider and out-of-pocket costs were observed across the country, with variations evident between different states or territories. Particularly striking were the discrepancies in the costs charged by medical providers, with a notable contrast between the 10th and 90th percentiles revealing a substantial difference of A$9925. Hospitals in Australia exhibited relatively comparable charges for RP procedures. Conclusions: Initiatives such as enhancing transparency regarding individual medical provider costs and implementing fee regulations with healthcare providers may be useful in curbing the variations in RP procedure costs. What is known about the topic? Unwarranted clinical variations in radical prostatectomy procedures are well documented in the literature; however, variations in cost are less widely reported. What does this paper add? This paper aims to highlight the cost variations in radical prostatectomy procedures in Australia, discussing their plausible causes, implications and proposing potential policy opportunities. What are the implications for practitioners? Excessive fees imposed by medical providers may contribute to inequalities in healthcare access. Enhancing transparency of individual medical provider costs and implementing fee regulations may be useful in controlling unwarranted variations in procedure costs. This article belongs to the Special Issue: Value-based Healthcare. [ABSTRACT FROM AUTHOR]

Existing policy research has not comprehensively examined the processes by which young people experience social exclusion: that is, the relationships among different risk factors for exclusion, their actual experiences of exclusion, and outcomes that matter for their life chances. Drawing on data from a survey of Australian 13-14 year olds (N=3,535), this paper adapts the Bristol Social Exclusion Matrix to examine pathways from young people's personal and family resources, their experience of participation (school engagement; bullying victimization; teacher support), and their life satisfaction – a predictive indicator of wellbeing and mental health in adulthood. The effects of other characteristics or risk factors for young people's social exclusion (living with disability, being a young carer, identifying as Indigenous, and speaking a language other than English at home), are also examined. This paper shows that experience of exclusion mediates the relationship between young people's personal and family resources and life satisfaction. Controlling for characteristics or risk factors does not change this relationship, suggesting that processes of social exclusion, enacted in interpersonal encounters, are driven by overarching structural factors. These findings are relevant for policy in Australia, and in other countries with similar policy regimes. [ABSTRACT FROM AUTHOR]

Understanding the psychological wellbeing of people with cancer is a key component of assessment and intervention in quality cancer care. However, the unique experiences of rural cancer populations are less often explored than those from urban centres. The aim of this study was to perform a meta-analysis of Australian studies that compared the psychological wellbeing experiences of people with cancer from rural and urban locations. Five databases were searched, and 19 studies, involving 16,947 participants, assessing and comparing the psychological wellbeing of rural and urban populations with cancer were included. The analysis indicated that Australian rural cancer populations have greater odds of worse psychological wellbeing than those from urban areas (OR = 1.54, 95% CI [1.01, 2.35], p = 0.044). This disparity remains when cancer types are analysed separately, with a slightly smaller odds ratio for rural people with breast cancer (OR = 1.29, 95%CI [1.01, 1.64], p = 0.046) and a slightly larger odds ratio when cancers excluding breast cancer were reviewed (OR = 1.78, 95% CI [1.59, 2.01], p = <.001). Significant heterogeneity was found. Despite increasing emphasis in Australia on psychological wellbeing throughout the cancer journey, there remain significant disparities whereby rural people experience greater impacts upon their psychological wellbeing. The wellbeing of Australian rural populations with cancer remains an area in which clinical and political focus is imperative. Whilst screening is a necessary first step, additional clinical implications for improving rural access to appropriately skilled health professionals who provide oncology-specific assessment and intervention are suggested. What is already known: Cancer is a major public health issue, and its psychosocial impacts are substantial, not just on patients but on their families and the broader community. The prevalence of clinically significant psychological distress is higher amongst people with cancer than the general population. However, identification, treatment, and provision of psychological support is inconsistent across services and geographical areas, and notably lacking in rural areas. Disparities in screening, assessment and intervention for psychological wellbeing in people with cancer remain, despite the fact that systematic application of screening, appropriate referral, and intervention can improve quality of life and reduce healthcare costs associated with inpatient and outpatient cancer care. What this paper adds: This article extends outcomes from previous systematic reviews and analyses from Australia and internationally with the addition of meta-analytic methods. It was specifically designed to solely focus on Australian cancer populations. The results suggest that Australian rural populations with cancer may have anywhere from 30% to 70% greater odds of experiencing poorer psychological wellbeing than those from urban areas. This paper highlights ongoing disparities in rural psycho-oncology that may be impacting wellbeing outcomes from rural people in Australia, and urges psychologists, other health professionals, and policy-makers to proactively address these inequities with improved screening, assessment and intervention for their rural populations. [ABSTRACT FROM AUTHOR]

Objectives: This study aimed to determine which method to triage intensive care patients using chronic comorbidity in a pandemic was perceived to be the fairest by the general public. Secondary objectives were to determine whether the public perceived it fair to provide preferential intensive care triage to vulnerable or disadvantaged people, and frontline healthcare workers. Methods: A postal survey of 2000 registered voters randomly selected from the Australian Electoral Commission electoral roll was performed. The main outcome measures were respondents' fairness rating of four hypothetical intensive care triage methods that assess comorbidity (chronic medical conditions, long-term survival, function and frailty); and respondents' fairness rating of providing preferential triage to vulnerable or disadvantaged people, and frontline healthcare workers. Results: The proportion of respondents who considered it fair to triage based on chronic medical conditions, long-term survival, function and frailty, was 52.1, 56.1, 65.0 and 62.4%, respectively. The proportion of respondents who considered it unfair to triage based on these four comorbidities was 31.9, 30.9, 23.8 and 23.2%, respectively. More respondents considered it unfair to preferentially triage vulnerable or disadvantaged people, than fair (41.8% versus 21.2%). More respondents considered it fair to preferentially triage frontline healthcare workers, than unfair (44.2% versus 30.0%). Conclusion: Respondents in this survey perceived all four hypothetical methods to triage intensive care patients based on comorbidity in a pandemic disaster to be fair. However, the sizable minority who consider this to be unfair indicates that these triage methods could encounter significant opposition if they were to be enacted in health policy. What is known about the topic? Triage systems can be used to prioritise the order in which patients are treated in a pandemic, but the views of the general public on using chronic comorbidity as intensive care unit (ICU) triage criteria are unknown. What does this paper add? This Australian survey, conducted during the coronavirus disease 2019 pandemic, demonstrated that the majority of respondents perceived ICU triage methods based on comorbidity to be fair, but significant ethical issues exist. What are the implications for practitioners? It may be possible to develop an ICU triage protocol for future pandemics in Australia, but further research is required. [ABSTRACT FROM AUTHOR]

Relationships between students and external partners in work-integrated learning can vary and power dynamics, hierarchies and student agency have been under explored in research to date. Integrated research involving workintegrated learning, students as partners and transdisciplinarity presents an opportunity to enrich each of these fields. This paper presents the results of a case study of transdisciplinary project-based work-integrated learning in Australia. Our results highlight that reciprocity and the valuing of student knowledge are key elements in breaking down traditional power dynamics and enabling student agency, in line with the transdisciplinary principle of mutual learning. Participants who valued these elements in their relationship were less likely to frame the relationship in hierarchical terms and were more open to learning from one another. By empowering students to draw on their expertise and reframe challenges while also preparing partners for this kind of relationship, all parties can be positioned as learners within work-integrated learning. [ABSTRACT FROM AUTHOR]

Objective: The study examined emergency department (ED) presentations, unplanned hospitalisations and potentially preventable hospitalisations in older people receiving long-term care by type of care received (i.e. permanent residential aged care or home care packages in the community), in Australia in 2019. Methods: A retrospective cohort study was conducted using the Registry of Senior Australians National Historical Cohort. Individuals were included if they resided in South Australia, Queensland, Victoria or New South Wales, received a home care package or permanent residential aged care in 2019 and were aged ≥65 years. The cumulative incidence of ED presentations, unplanned hospitalisations and potentially preventable hospitalisations in each of the long-term care service types were estimated during the year. Days in hospital per 1000 individuals were also calculated. Results: The study included 203,278 individuals accessing permanent residential aged care (209,639 episodes) and 118,999 accessing home care packages in the community (127,893 episodes). A higher proportion of people accessing home care packages had an ED presentation (43.1% [95% confidence interval, 42.8–43.3], vs 37.8% [37.6–38.0]), unplanned hospitalisation (39.8% [39.6–40.1] vs 33.4% [33.2–33.6]) and potentially preventable hospitalisation (11.8% [11.6–12.0] vs 8.2% [8.1–8.4]) than people accessing permanent residential aged care. Individuals with home care packages had more days in hospital due to unplanned hospitalisations than those in residential care (7745 vs 3049 days/1000 individuals). Conclusions: While a high proportion of older people in long-term care have ED presentations, unplanned hospitalisations and potentially preventable hospitalisations, people in the community with home care packages experience these events at a higher frequency. What is known about the topic? Unplanned hospitalisations and emergency department presentations are frequent and burdensome for older people receiving long-term aged care. What does this paper add? While unplanned hospitalisations and emergency department presentations were high in all people receiving long-term care, these events were higher in people receiving home care packages than those in residential aged care. What are the implications for practitioners? Further efforts to address the high unplanned hospitalisations and emergency department presentations experienced by the increasing number of older adults accessing home care packages are required to allow this population to remain at home successfully. This article belongs to the Special Issue: Value-based Healthcare. [ABSTRACT FROM AUTHOR]

Objective: This study aimed to quantify the out-of-pocket (OOP) costs and perceived financial burden among Australian men with localised prostate cancer in the first 6 months after diagnosis, by primary management option. Methods: This cost-analysis quantified OOP costs using administrative claims data and self-reported survey data. Financial burden was assessed using the COmprehensive Score for financial Toxicity–Functional Assessment of Chronic Illness Therapy (COST-FACIT) tool. Participants were recruited into a randomised control trial from public or private treatment centres in Victoria and Queensland. Generalised linear models were used to predict OOP costs and COST-FACIT scores. Results: Median total OOP costs within 6 months of diagnosis for 256 Australian patients with localised prostate cancer was A$1172 (A$343–2548). Up to 50% of the sample reported A$0 costs for most medical services. Compared with those managed with active surveillance, men having active treatment had 6.4 (95% CI: 3.2–12.7) times greater total OOP costs. Management option, higher Gleason score at diagnosis and having multiple comorbidities were significant predictors of higher OOP costs. Overall high scores on the COST-FACIT indicated low levels of financial burden for the entire sample. Conclusion: Largely attributable to being managed with active surveillance, Australian men diagnosed with localised prostate cancer reported relatively low OOP costs and financial burden in the first 6 months post-diagnosis. Together with clinical outcomes, clinicians can use this up to date evidence on costs and perceived financial burdens to assist localised prostate cancer patients and their families make informed decisions about their preferred management option. What is known about the topic? International evidence suggests that men with low-risk prostate cancer managed with active surveillance initially incur lower out-of-pocket costs than those managed with active treatment. What does this paper add? Australian men with low-risk prostate cancer report low out-of-pocket costs and financial burden in the first 6 months post-diagnosis. Compared with those managed with active surveillance, men having active treatment had 6–7 times greater out-of-pocket expenses. What are the implications for practitioners? Being managed by active surveillance as the primary management option for low-risk prostate cancer reduces the financial burdens associated with a cancer diagnosis. [ABSTRACT FROM AUTHOR]

Objectives: The study aimed at determining the factors that contributed to older people presenting from residential aged care facilities (RACFs) to the emergency department (ED) of a regional Victorian hospital located in MM3 regional area. Methods: Appropriateness of transfer was assessed based on predefined criteria, and associated costs for each presentation were calculated. Design: The study carried out a retrospective review of records between July and December 2021. Data were extracted in a MS Excel spreadsheet and transferred to STATA 15.0 for analysis. Setting: Large regional health service in Victoria. Participants: Residential aged care facilities residents presenting to the ED. Main Outcome Measures: Was transfer appropriate or avoidable, costs associated with avoidable transfer, characteristics of the patient and circumstances relating to presentation to hospital. Results: A total of 448 presentations were recorded, and 85% of residents were >75 years of age. More than 60% of presentations occurred during weekends or after hours, with the most common reason being falls (31.9%). Over half (55.6%) of all presentations were avoidable which incurred a cost of $777 200 in 6 months. In multiple logistic regression, higher ED presentations were observed in residents with no prior GP assessment (OR: 1.47, 95% CI: 1.02–2.11). Conclusions: Necessary interventions such as preventing falls and increasing primary care access along with improving the quality of advance care directives (ACD) may reduce RACF transfers to the regional ED. To the best of our knowledge, this is the first paper of this kind that provides new data from an Australian rural and regional perspective and adds value to the growing body of knowledge in the intersection of aged care and acute emergency care. [ABSTRACT FROM AUTHOR]

Background: Developmental language disorder (DLD) is one of the most common neurodevelopmental conditions. Due to variable rates of language growth in children under 5 years, the early identification of children with DLD is challenging. Early indicators are often outlined by speech pathology regulatory bodies and other developmental services as evidence to empower caregivers in the early identification of DLD. Aims: To test the predictive relationship between parent‐reported early indicators and the likelihood of children meeting diagnostic criteria for DLD at 10 years of age as determined by standardized assessment measures in a population‐based sample. Methods: Data were leveraged from the prospective Raine Study (n = 1626 second‐generation children: n = 104 with DLD; n = 1522 without DLD). These data were transformed into 11 predictor variables that reflect well‐established early indicators of DLD from birth to 3 years, including if the child does not smile or interact with others, does not babble, makes only a few sounds, does not understand what others say, says only a few words, says words that are not easily understood, and does not combine words or put words together to make sentences. Family history (mother and father) of speech and language difficulties were also included as variables. Regression analyses were planned to explore the predictive relationship between this set of early indicator variables and likelihood of meeting DLD diagnostic criteria at 10 years. Results: No single parent‐reported indicator uniquely accounted for a significant proportion of children with DLD at 10 years of age. Further analyses, including bivariate analyses testing the predictive power of a cumulative risk index of combined predictors (odds ratio (OR) = 0.95, confidence interval (CI) = 0.85–1.09, p = 0.447) and the moderating effect of sex (OR = 0.89, CI = 0.59–1.32, p = 0.563) were also non‐significant. Conclusions: Parent reports of early indicators of DLD are well‐intentioned and widely used. However, data from the Raine Study cohort suggest potential retrospective reporting bias in previous studies. We note that missing data for some indicators may have influenced the results. Implications for the impact of using early indicators as evidence to inform early identification of DLD are discussed. WHAT THIS PAPER ADDS: What is already known on the subject: DLD is a relatively common childhood condition; however, children with DLD are under‐identified and under‐served. Individual variability in early childhood makes identification of children at risk of DLD challenging. A range of 'red flags' in communication development are promoted through speech pathology regulatory bodies and developmental services to assist parents to identify if their child should access services. What this paper adds to the existing knowledge: No one parent‐reported early indicator, family history or a cumulation of indicators predicted DLD at 10 years in the Raine study. Sex (specifically, being male) did not moderate an increased risk of DLD at 10 years in the Raine study. Previous studies reporting on clinical samples may be at risk of retrospective reporting bias. What are the potential or actual clinical implications of this work?: The broad dissemination and use of 'red flags' is well‐intentioned; however, demonstrating 'red flags' alone may not reliably identify those who are at later risk of DLD. Findings from the literature suggest that parent concern may be complemented with assessment of linguistic behaviours to increase the likelihood of identifying those who at risk of DLD. Approaches to identification and assessment should be considered alongside evaluation of functional impact to inform participation‐based interventions. [ABSTRACT FROM AUTHOR]

Background: Despite pervasive need for peripheral intravenous catheters, insertion is often difficult, and approximately two thirds fail prematurely. Midline catheters are an alternative long peripheral catheter, inserted in the upper arm, ideal for patients with difficult access. Aim: The aim of this study is to test feasibility of the protocol and compare the efficacy and safety of midline catheters to peripheral intravenous catheters. Design: A parallel‐group, pilot randomized controlled trial of adult medical/surgical hospitalized patients, from a single Australian referral hospital. Methods: Participants with difficult vascular access (≤2 palpable veins) and/or anticipated ≥5 days of peripherally compatible intravenous therapy were recruited between May 2019 and March 2020. Participants were randomized to (1) peripheral intravenous catheter or (2) midline catheter. Primary feasibility outcome measured eligibility, recruitment, protocol adherence, retention and attrition. Primary clinical outcomes measured device insertion failure and post‐insertion failure. Results: In total, n = 143 participants (71 peripheral intravenous catheters and 72 midline catheters) were recruited; n = 139 were analysed. Most feasibility criteria were met. Peripheral intravenous catheters had shorter functional dwell time, with higher incidence of post‐insertion failure compared to midline catheters. Conclusion: Midline catheters appear to be superior for patients with difficult vascular access or receiving prolonged intravenous therapy; a large, multi‐centre trial to confirm findings is feasible. Summary statement: What is already known about this topic? Peripheral intravenous catheters have endemically high incidence of complications.Midline catheters have been proposed as an alternative peripheral intravenous device, following recent advancements in catheter material and design.Few studies have compared safety and efficacy of contemporary midline catheters with peripheral intravenous catheters. What this paper adds: Midline catheters had a longer functional dwell time and lower incidence of post insertion‐failure, compared to peripheral intravenous catheters.Midline catheters appear safe; however, inserter skill appears to have critical influence on insertion success. The implications of this paper: This study established the feasibility and importance of a large, multicentre, randomized controlled trial to confirm findings.Future research should also focus on financial impacts, including cost‐efficiency.Policy makers should consider training specialist inserters to place midline catheters. [ABSTRACT FROM AUTHOR]

Background: Early intervention is essential healthcare for stuttering, and the translation of research findings to community settings is a potential roadblock to it. Aims: This study was designed to replicate and extend the Lidcombe Program community translation findings of O'Brian et al. (2013) but with larger participant numbers, incorporating clinicians (speech pathologists/speech anlanguage therapists) and their clients from Australia and England. Methods & Procedures: Participants were 51 clinicians working in public and private clinics across Australia (n = 36) and England (n = 15), and 121 of their young stuttering clients and their families. Outcome measures were percentage of syllables stuttered (%SS), parent severity ratings at 9 months post‐recruitment, number of clinic visits to complete Stage 1 of the Lidcombe Program, and therapist drift. Outcomes & Results: Community clinicians in both countries achieved similar outcomes to those from randomized controlled trials. Therapist drift emerged as an issue with community translation. Speech and language therapists in England attained outcomes 1.0%SS above the speech pathologists in Australia, although their scores were within the range attained in randomized trials. Conclusions & Implications: Community clinicians from Australia and England can attain Lidcombe Program outcome benchmarks established in randomized trials. This finding is reassuring in light of the controlled conditions in clinical trials of the Lidcombe Program compared with its conduct in community practice. The long‐term impact of therapist drift in community clinical practice with the Lidcombe Program has yet to be determined. WHAT THIS PAPER ADDS: What is already known on the subject: The Lidcombe Program is an efficacious early stuttering intervention. Translation to clinical communities has been studied with one Australian cohort. What this paper adds to existing knowledge: A larger translation cohort is studied, comprising community clinicians and children in Australia and England. What are the potential or actual clinical implications of this work?: Community clinicians from Australia and England can attain Lidcombe Program outcome benchmarks established in randomized trials. This finding is reassuring in light of the controlled conditions in clinical trials of the Lidcombe Program compared with its conduct in community practice. [ABSTRACT FROM AUTHOR]

What is known and objective: Australian hospitals have undergone a transformation with both a review and expansion of traditional roles of healthcare professionals and the implementation of an ieMR. The implementation of an ieMR brings large scale organizational change within the health system especially for staff with direct patient contact. This is changing the future of healthcare and the roles of healthcare professionals. There is minimal research on the impact of these electronic systems on the people and processes required to realise the improvements in patient care such as therapeutic drug monitoring (TDM) and the role of the pharmacist within the TDM process. The literature has discussed the use of computerised programs to assist with the interpretation of results and calculating of doses but the impact of an ieMR on the TDM process has not been discussed. This study undertook a retrospective analysis at an Australian tertiary hospital to investigate the impact of a digital hospital system on TDM within the facility. Methods: A 2‐year retrospective audit was conducted on TDM at an Australian Tertiary Hospital. The periods were 2016 (a paper‐based hospital) and 2018 (ieMR). Patients were identified using the pathology database. Patients were excluded if under the age of 18, in an outpatient setting or the emergency department. Progress notes, medication charts, ieMR and other relevant pathology were reviewed. They were assessed for appropriateness of the timing of collection, compliance to recommended TDM guidelines, and pharmacist documentation. Results and Discussion: A total of 2926 observations were included in the analysis. There was as similar percentage of appropriately collected samples between the paper‐based system (2016) and the digital hospital system (2018) with 59% and 58% respectively. Results of logistic regression analysis models show the effect of year was not significant with regards to TDM for either a sample being appropriate or the dose adjustment being appropriate. Samples for TDM were more likely to be appropriate if the pharmacist had documented advice but less likely with regards to appropriate dose adjustment. This study considered the effect of introducing a hospital wide digital system on TDM processes. Overall, the results indicate no difference between the paper‐based system and ieMR for appropriate samples and doses adjustments. What is new and conclusion: To our knowledge, this is the first study of this kind looking at the impact of a digital hospital system on TDM. The introduction of a digital hospital system does not appear to have made improvement on the effective use of TDM. Inappropriate sampling as seen in this study can lead to ineffective clinical management of patients, inefficient use of time, and waste of financial resources. Further work is required to incorporate specific guidance and recommendations within the digital system to optimize TDM. [ABSTRACT FROM AUTHOR]

Background Surveys are frequently used to collect data. Although paper surveys are commonly used, online surveys are gaining in popularity, with the inclusion of open-ended questions (OEQs) allowing respondents to freely express their views. Little is known about how Filipino-Australian migrants respond to surveys. There is some concern about the usefulness of OEQs administered to culturally and linguistically diverse migrants, who may have limited capacity to articulate their thoughts in writing. Aim To examine the responses of Filipino-Australian migrants to a survey. Discussion A total of 552 respondents were recruited, of whom 428 (78%) completed the questionnaire online. The overall response rate to the OEQs was 69%, with higher completion rates among those given a paper-based questionnaire and those with university educations. Conclusion Filipino migrants with functional English language skills responded well to the online survey. Paper-based administration elicited more OEQ responses, which is attributed to greater interaction between participants and researchers. Those with university educations may have more capacity to express themselves in English and were therefore more likely to complete the OEQs. Implications for practice The high response rate obtained in this study suggests that among Filipino-Australian migrants who rated their English language skills and educational level highly, the translation of OEQs may not be necessary. This has important implications for resources in research. Face-to-face interaction between participants and researchers is an important strategy for increasing the rates of response to OEQs. [ABSTRACT FROM AUTHOR]

Accessible Summary: What is known on the subject: Research suggests that the Dynamic Appraisal of Situational Aggression (DASA) is a useful risk assessment instrument to identify individuals who might be at risk of aggression in mental health inpatient units.Although, risk assessment research has typically focused on an individual's risk of aggression, recent research has begun exploring whether the DASA could be used to assess the likelihood that a group of patients would be aggressive. What the paper adds to existing knowledge: While the DASA was useful for assessing whether an individual was likely to be aggressive, the group average score was not a useful indicator for the likelihood of aggression once the individual DASA score was taken into consideration.Unexpectedly, patients who were assessed as high risk on the DASA were more likely to be aggressive on settled units compared to unsettled units, which included other individuals whose risk was elevated. What are the implications for practice: There is not enough evidence to suggest that the group DASA average improves the identification of aggression above the individual DASA score. Introduction: The Dynamic Appraisal of Situational Aggression (DASA) is an inpatient aggression risk assessment instrument. Recently, research explored whether the unit atmosphere, as indicated by a unit's average DASA score, was related to inpatient aggression risk, but failed to control for individual risk. Aim: Investigate whether the DASA unit average score or an interaction between the unit average and an individual patient's DASA score was related to the likelihood that an individual would act aggressively. Method: Cox regression with repeated assessments and recurrent events was used to analyse 11,243 DASA risk assessments of 113 inpatients collected via retrospective file review. Results: The unit DASA average score was not related to aggression towards staff. There was a negative interaction between the individual and the unit DASA average scores when identifying patient‐to‐patient aggression; high‐risk patients engaged in less aggression when the unit average was heightened relative to units with lower DASA average scores. Discussion: It is possible that there were more nursing interventions and/or patients engaged in greater self‐regulation on unsettled units, thus reducing aggression. Implications for Practice: Currently, there is insufficient evidence to suggest that the unit average score should be used to supplement individual DASA scores to identify aggression risk. [ABSTRACT FROM AUTHOR]

AbstractIndexes are useful for summarizing multivariate information into single metrics for monitoring, communicating, and decision-making. While most work has focused on defining new indexes for specific purposes, more attention needs to be directed towards making it possible to understand index behavior in different data conditions, and to determine how their structure affects their values and the variability therein. Here we discuss a modular data pipeline recommendation to assemble indexes. It is universally applicable to index computation and allows investigation of index behavior as part of the development procedure. One can compute indexes with different parameter choices, adjust steps in the index definition by adding, removing, and swapping them to experiment with various index designs, calculate uncertainty measures, and assess indexes’ robustness. The paper presents three examples to illustrate the usage of the pipeline framework: comparison of two different indexes designed to monitor the spatio-temporal distribution of drought in Queensland, Australia; the effect of dimension reduction choices on the Global Gender Gap Index (GGGI) on countries’ ranking; and how to calculate bootstrap confidence intervals for the Standardized Precipitation Index (SPI). The methods are supported by a new R package, called tidyindex. Supplemental materials for the article are available online. [ABSTRACT FROM AUTHOR]

Fruit and vegetable (F&V) consumption is associated with a reduced risk of developing chronic diseases; however, only one in 16 Australian adults consume F&Vs at the recommended two servings of fruit and five servings of vegetables per day. What and how much people eat is influenced by their social and physical environments. Supermarkets are a key setting influencing food purchases, and as such, they can shape consumption patterns of F&Vs. Implementing effective strategies to increase F&V intake is crucial. The objective of this research was to test the feasibility of modifying shopper purchasing behaviour to purchase more F&Vs using the Australian Dietary Guidelines 2&5 education message covering one‐half of the base of shopping trolleys. Placards giving the message that eating 2 fruits and 5 vegetables every day for good health were placed at the base of shopping trolleys as an educational nudge. Applying an intervention research design, 30 out of ~100 trolleys were fitted with the placards and shopper purchases were measured by collecting paper sales receipts to measure the weight (kg), total spending and F&V‐specific spending (Australian dollars) for intervention versus control trolleys for one Saturday. We also conducted a short intercept survey that was administered independently from the research study day on non‐trial shoppers. Shoppers who selected trolleys with the 2&5 education nudge placards (n = 101) purchased 1.66 kg less weight of F&Vs (Intervention: mean = 3.89 kg, SD = 3.40 kg, 95% CI = 3.21 kg, 4.56 kg, vs. Control: mean 5.55 kg, SD = 4.16 kg, 95% CI = 4.73 kg, 6.37 kg, p = 0.002) and spent less on F&Vs compared to shoppers in the control group (n = 102; Intervention: mean = $26.00, SD = $21.60, 95% CI = $21.78, $30.32 vs. Control: mean $36.00, SD = $27.00, 95% CI = $30.72, $42.36, p = 0.004). Intervention group shoppers also spent less in total spending between groups (Intervention: mean = $115.40, SD = $68.30, 95% CI = $101.95, $128.95 vs. Control: mean $151.30, SD = $79.40, 95% CI = $135.73, $166.93, p = 0.001). The 2&5 education nudge placard had the opposite effect as intended on shoppers' purchases to buy more F&Vs, although there may have been other differences between the intervention and the control groups since they were not randomised. Larger studies are required to elucidate and confirm these findings over the longer term. [ABSTRACT FROM AUTHOR]

Objective: The aim of this study was to identify the prevalence and patterns of comorbidity in community‐dwelling older people with type 2 diabetes mellitus (T2DM) attending general practice settings in Australia. Methods: This study involved a cross‐sectional analysis using the Bettering the Evaluation and Care of Health (BEACH) sub‐study data. In a series of sub‐studies, a representative sample of general practitioners was asked to record all diagnosed chronic conditions for patients at 40 consecutive encounters using structured paper‐based recording forms. The dataset was analysed with descriptive analyses, and exploratory factor analyses were applied to examine comorbidity patterns. Results: Of the 14,042 patients aged 65 years or older, 2688 had a diagnosis of T2DM (19%). Of the 2688 patients with T2DM, hypertension was present in 67% (95% CI: 64.6–70.0), followed by arthritis 52% (95% CI: 48.8–54.8), hyperlipidaemia 45% (95% CI: 41.8–47.9), ischemic heart disease, 23% (95% CI: 20.7–24.9), depression 16% (95% CI: 48.8–54.8), atrial fibrillation 10% (95% CI: 8.9–11.6), congestive heart failure 7% (95% CI: 6.0–8.1), stroke/cerebrovascular accident 7% (95% CI: 5.4–8.2) and peripheral vascular disease 5% (95% CI: 4.4–6.2). We identified two comorbidity patterns among older people with T2DM. The first were psychological and musculoskeletal conditions and the second were cardiovascular conditions and chronic renal failure. Conclusions: The prevalence of cardiovascular and non‐cardiovascular comorbidities in community‐dwelling older people with T2DM was high. Adequate primary care strategies should be in place to support the long‐term care for this population. [ABSTRACT FROM AUTHOR]

Introduction: Systemic barriers impacting smoking cessation in pregnant women may include nicotine replacement therapy (NRT) access and training. Aim: Assess general practitioner (GP) and obstetrician's agreement with system-based changes to improve the management of smoking in pregnancy; compare group responses. Methods: National cross-sectional survey with two samples: (1) online survey emailed to a random sample of 500 GPs from Royal Australian College of General Practitioners (RACGP); (2) paper survey posted to 5571 GPs and obstetricians from Royal Australia and New Zealand College of Obstetricians and Gynaecologists (RANZCOG). Percentages agreeing that specified changes would improve the management of smoking in pregnancy were calculated. Pairwise comparisons used Kruskal–Wallis tests (RACGP/RANZCOG GPs/obstetricians). Results: N = 378 participated. Response rates 8.4% (N = 42; online survey) and 6% (N = 335; paper survey), respectively. Total percentages agreeing with system-based changes: 79% training, 64% oral NRT subsidy, 62% Medicare item for smoking cessation, 54% improved access to NRT patches. Within RANZCOG, more GPs (73.1%) agreed that oral NRT should be subsidised (P = 0.001) than obstetricians (53.7%). Conclusion: GPs and obstetricians agreed that system changes would improve their management of smoking in pregnancy. Oral NRT subsidy was the only pairwise group difference. Subsequently, oral NRT has been subsidised; in time, this may influence prescribing and quit rates. [ABSTRACT FROM AUTHOR]

Introduction: Commercial tobacco use was systematically embedded as a valuable commodity through colonisation that continues to be exploited for profit by the Tobacco Industry. There have been significant declines in current smoking prevalence among Aboriginal and Torres Strait Islander peoples 18 years and over, from 55% in 1994 to 43% in 2018–2019. This paper seeks to better understand smoke‐free behaviours, and to systematically quantify associations between a range of SDOH and non‐smoking/never‐smoking among Aboriginal and Torres Strait Islander adults (≥18) living in regional Australia. Objective: To explore the social determinants of health (SDOH) related to non‐ and never‐smoking among Aboriginal and Torres Strait Islander peoples in regional Australia. Design: Cross‐sectional analysis of the NATSIHS, weighted to the Aboriginal and Torres Strait Islander adult population living in regional Australia, was conducted. Participants were characterised as people who were current smokers, never‐smokers and non‐smokers (ex‐ and never‐smokers). The social determinants of health exposures related to socioeconomic position, well‐being and access to healthcare. Setting: Regional Australia is distinct from urban and remote areas, based on the ASGS Remoteness Structure (ABS) 2018–2019. Participants: Aboriginal and Torres Strait Islander adults (≥18 years) who were selected, consented and asked questions about smoking in the National Aboriginal and Torres Strait Islander Health Survey (NATSIHS 2018/19). Results: High income was associated with non‐smoking (Prevalence Ratio [PR] = 2.07; 95% CI: 1.66–2.57) and never‐smoking (PR = 2.02; 1.46–2.79), as was completing year 10 (non‐smoking PR = 1.34; 1.12–1.61 and never‐smoking PR = 1.56; 1.20–2.03). Better food security was associated with a higher prevalence of never‐smoking (PR = 2.42; 1.48–3.98). Lower psychological distress scores were associated with non‐smoking (PR = 1.30; 1.10–1.53) and never‐smoking (PR = 1.56; 1.21–2.01). Never‐smoking was more frequent in participants reporting no experiences of unfair treatment (PR = 1.59; 1.22–2.06). Having a usual healthcare provider was associated with non‐smoking (PR = 1.38; 1.02–1.86). Positive exposure to the SDOH were associated with non‐ and never‐smoking among Aboriginal and Torres Strait Islander adults in regional Australia. Structural and systemic changes to address the SDOH, including discrimination and racism, are expected to accelerate non‐smoking behaviours and improve health outcomes for Aboriginal and Torres Strait Islander peoples. [ABSTRACT FROM AUTHOR]

To investigate determinants of willingness to adopt telerehabilitation, willingness of technology use, core affect regarding using telerehabilitation, and digital competencies in rehabilitation professionals in Austria and Germany before and during the COVID-19 pandemic. A cross-sectional paper-based and online survey was conducted before and during COVID-19, respectively, with three cohorts of rehabilitation professionals. Outcomes were the willingness to adopt telerehabilitation evaluated using the extended Unified Theory of Acceptance and Use of Technology; willingness of technology use using the short scale for assessing the willingness of technology use; digital competencies and core affect using the Digital Competence Framework and semantic differential, respectively. Multivariate ordinal regression analysis was performed to determine predictors. Included were 603 rehabilitation professionals. Analysis revealed differences between Austria and Germany and before and during the pandemic for most outcomes. German residency, the pandemic, and a higher educational level were most important predictors of higher willingness to adopt telerehabilitation, willingness of technology use, digital competencies, and positive core affect. The pandemic increased most aspects of willingness to adopt telerehabilitation, willingness of technology use, digital competencies, and positive core affect. Results confirm that rehabilitation professionals with higher degrees are more prone to adopt innovations in healthcare.Registration: German Clinical Trials Register (DRKS00021464) The willingness to adopt telerehabilitation is associated with external factors increasing the need for alternative rehabilitation delivery, such as COVID-19, and with financial facilitators, such as reimbursement. As the willingness to adopt telerehabilitation is higher among speech and language therapists and dietitians, efforts are necessary to enhance its use in physiotherapists and occupational therapists. As a higher willingness to adopt telerehabilitation was observed in younger rehabilitation professionals and those with higher education, increasing the importance of telerehabilitation in education curricula and further knowledge transfer into practice for those already working in the field seems necessary. [ABSTRACT FROM AUTHOR]

Consistency of word production contributes to carers' ability to understand children's speech. Reports of the proportion of words produced consistently by typically developing preschool children, however, vary widely from 17% to 87%. This paper examines the quantitative (consistency count) and qualitative (e.g. phonemic analysis) characteristics of word consistency in 96 children aged 36–60 months. Children named 15 pictures twice, in separate trials, in the same assessment session. The mean consistency of the production for the whole group was 82%. Older children were more consistent than younger children. Girls were more consistent than boys. Words produced correctly in one trial and in error in another may indicate resolving error patterns. Words produced in error in two different ways provided useful evidence about the nature of inconsistent word production in typically developing children. The clinical and theoretical implications are discussed. [ABSTRACT FROM AUTHOR]

Background: Individuals with speech, language and communication needs (SLCN) are at greater risk of contact with the criminal justice system. Diagnosis and appropriate treatment of SLCN reduces these risks, leading to better life outcomes for the individual as well as broader social and economic benefits. These youth represent a particularly high‐priority group for research into language deficits, as the juvenile justice system involves situations with a high risk or serious consequences that rely upon the application of effective language skills. Whilst some studies have established some gains in speech and communication from speech pathology (SP) interventions during custody, there is limited evidence on the long‐term impact of these gains following release from custody. Similarly, few studies have directly measured the cost savings associated with early SP on subsequent youth antisocial behaviour and crime. Aims: To estimate the youth antisocial behaviours, youth justice (YJ) contacts and associated costs (from a justice perspective) of childhood SLCN. Methods & Procedures: Using 12 years of data from a longitudinal study of Australian children and young people, we employ a panel fixed‐effects model to explore the relationship between SLCN and youth antisocial behaviour and youth offending between 12 and 17 years of age. Using these results, we estimate the cost of SLCN and subsequent cost savings associated with identification of SLCN. Outcomes & Results: The results showed that the annual cost of SLCN to the YJ system (exchange rate as at 9 December 2020) is A$875 (95% confidence interval (CI) = A$195, A$1916) (US$$649, €536, £485) per person who participates in youth crime, which is due to higher rates of youth antisocial behaviour and youth offending. Identification of SLCN (defined by SP treatment) appears to have a positive impact on youth antisocial behaviour and crime, mediated through improved language and communication. On average, young people with a history of 'identified' SLCN incur A$188 (95% CI = A$42, A$412) lower YJ costs (US$$140, €105, £115), compared with the same individual, before identification. Over the lifetime of the individual, this equates to A$9.2 million (95% CI = A$2.05 million, A$20.2 million) (US$$6.8 million, €5.6 million, £5.1 million) cost savings to the YJ system (A$3389 per person with SLCN) (2020 Australian dollars) (US$2513, €2074, £1880). Conclusions & Implications: Overall, the findings revealed that young people with SLCN have an elevated risk of youth antisocial behaviour and crime. However, the identification of SLCN (and subsequent treatment) leads to changes in the offending risk trajectory for these individuals, resulting in lower rates of youth antisocial behaviour and consequently lower rates of crime and its associated justice costs. What this paper adds: What is already known on the subject: It is well documented in the literature that young people in contact with the justice system have much higher rates of previously undiagnosed SLCN than those of the general population. There is less known about whether the identification of SLCN (and subsequent treatment) leads to changes in the offending risk trajectory for these individuals, leading to lower rates of youth antisocial behaviours and crime. What this paper adds to existing knowledge: This study uses a longitudinal survey of 5000 children and young people to track the antisocial behaviour and crime‐risk trajectory of children and young people with SLCN. The study finds evidence that young people with 'identified' SLCN report less juvenile antisocial behaviour and lower YJ contacts after intervention. The potential lifetime cost savings associated with intervention is A$9.2 million (95% CI = A$2.05 million, A$20.1 million) (US$$6.8 million, €5.6 million, £5.1 million). What are the potential or actual clinical implications of this work?: The findings of this study can quantify the effects (in terms of cost savings to the justice system) of the early identification and subsequent intervention for young people with SLCN. [ABSTRACT FROM AUTHOR]

The United Kingdom IAPT (Improving Access to Psychological Therapies) approach of delivering low intensity therapies for symptoms of depression and anxiety was adapted for Australia and named NewAccess. Clinical outcomes of the service were evaluated in three sites between October 2013 and 2016. This paper describes the clinical outcomes in the Australian health setting. Prospective cohort study with repeated measures. Both intent-to-treat and per protocol analyses were conducted for primary outcomes measures Patient Health Questionnaire-9 (nine item), and Generalised Anxiety Disorder (seven item). Secondary measures were Phobia Scale and Work and Social Adjustment Scale. Three thousand nine hundred and forty-six individuals were assessed, and 3269 attended at least two treatment sessions. Forty percent were males. There was a clinically meaningful reduction (improvement) shown by reliable recovery rates in both depression and anxiety symptoms at post-treatment assessment (68%; 95% CI: 66–70%) with large effect sizes (1.23 for depression and 1.25 for anxiety). Outcomes in PHQ-9 and GAD-7 were not influenced by age or sex, but recovery rates were significantly reduced by relationship status (single or separated). Unemployment reduced PHQ-9 outcomes but not GAD-7 outcomes. NewAccess demonstrated positive clinical outcomes in Australia, that compared favourably with international studies with the same methodology. [ABSTRACT FROM AUTHOR]

Intimate partner violence (IPV) can involve patterns of physical, sexual and emotional abuse. Women typically experience physical IPV in combination with emotional IPV, while emotional IPV is often experienced in the absence of other types of IPV. There is very little known about women's experiences of these different types of IPV over time. The primary aim of this paper is to describe patterns in women's individual experiences of physical and/or emotional IPV across the first 10 years of motherhood. Data were drawn from a prospective pregnancy cohort of 1507 first-time mothers in Melbourne, Australia. Emotional, physical, and combined physical and emotional IPV were reported in the first, fourth and tenth year of motherhood using the Composite Abuse Scale. The overall prevalence of each type of IPV remained consistent across the three time-points, with emotional IPV alone being the most prevalent. There was substantial variability in women's experiences of IPV over time and there was no common progression from one type of IPV to another. Women were more likely to report IPV at more than one time-point if they experienced combined physical and emotional IPV, while for women who reported emotional or physical IPV alone this was more likely to be at a single time-point. A number of socio-demographic characteristics in early pregnancy were associated with a higher risk of reporting IPV at all three time-points, including being unemployed (RRR = 3.6; 95% CI: 2.1, 6.2) and being aged 18–24 years (RRR = 3.1; 95% CI: 1.8, 5.4). Knowledge of the variability and persistence of IPV in the first 10 years of motherhood, and factors associated with these experiences, can help tailor effective health and social service responses. [ABSTRACT FROM AUTHOR]

Objectives: The socioeconomically disadvantaged oldest old (people aged 85 years and over) are more vulnerable to social exclusion than the general population. Using a population representative sample, this paper examined associations between sociodemographic characteristics and social exclusion among the oldest old. Methods: This cross‐sectional study included 307 participants aged 85 years and over from the Household, Income and Labour Dynamics in Australia (HILDA) Survey. Sociodemographic characteristics were measured using household composition, country of birth, housing tenure, income, education and neighbourhood‐level disadvantage. Three social exclusion domains were derived representing unsupportive relationships, neighbourhood exclusion and community disengagement. Analysis was undertaken separately for men and women. Results: Among men, living alone was associated with higher levels of unsupportive relationships (β = 11.6, 95%CI 2.1, 21.0) and having a lower income was associated with lower levels of neighbourhood disunity (β = −16.7, 95%CI −31.2, −2.2). Among women, living alone was associated with lower levels of community disengagement (β = −7.2, 95%CI −13.4, −0.9) and neighbourhood disadvantage was associated with lower levels of neighbourhood disunity (β = −10.4, 95%CI −19.6, −1.2). Both men and women with lower levels of education had higher levels of community disengagement (men: β = 8.3, 95%CI 1.9, 14.7; women: β = 17.0, 95%CI 8.6, 25.5). Conclusions: This study showed few and unexpected associations between sociodemographic characteristics and social exclusion among oldest‐old Australians, suggesting a homogeneous effect of advancing age. Government approaches aimed at reducing social exclusion in this age group should consider gender and taking action across all socioeconomic stratification. Further research is warranted to understand the underlying mechanisms linking sociodemographic characteristics to social exclusion. [ABSTRACT FROM AUTHOR]

It is well documented that lower socio-economic status is associated with poorer health outcomes, while health literacy is considered important for improving health. What is less clear, is the extent to which greater health literacy can improve health outcomes among people for whom poverty or financial insecurity are important barriers to health. The paper presents findings from an Australian survey of people living with HIV (PLHIV) (N = 835) in which we explored the relationship between financial insecurity and health outcomes, looking at the extent to which health literacy mediates this relationship. The study drew on a comprehensive definition of health literacy, measuring participant's confidence to communicate with healthcare providers, navigate the health system and take an active stance in relation to their health. Findings showed that financial insecurity was associated with lower health literacy and poorer self-reported physical and mental health. Health literacy mediated 16.2% of the effect of financial insecurity on physical health scores and 16.6% of the effect of financial insecurity on mental health scores. This suggests that programmes which seek to build health literacy among PLHIV may improve health outcomes among PLHIV who are struggling financially. Health literacy programmes are likely to be effective if they build confidence and resourcefulness among people to engage with health information, decision-making and care. [ABSTRACT FROM AUTHOR]

International datasets from general practice enable the comparison of how conditions are managed within consultations in different primary healthcare settings. The Australian Bettering the Evaluation and Care of Health (BEACH) and TransHIS from the Netherlands collect in-consultation general practice data that have been used extensively to inform local policy and practice. Obesity is a global health issue with different countries applying varying approaches to management. The objective of the present paper is to compare the primary care management of obesity in Australia and the Netherlands using data collected from consultations. Despite the different prevalence in obesity in the two countries, the number of patients per 1000 patient-years seen with obesity is similar. Patients in Australia with obesity are referred to allied health practitioners more often than Dutch patients. Without quality general practice data, primary care researchers will not have data about the management of conditions within consultations. We use obesity to highlight the strengths of these general practice data sources and to compare their differences. What is known about the topic?: Australia had one of the longest-running consecutive datasets about general practice activity in the world, but it has recently lost government funding. The Netherlands has a longitudinal general practice dataset of information collected within consultations since 1985. What does this paper add?: We discuss the benefits of general practice-collected data in two countries. Using obesity as a case example, we compare management in general practice between Australia and the Netherlands. This type of analysis should start all international collaborations of primary care management of any health condition. Having a national general practice dataset allows international comparisons of the management of conditions with primary care. Without a current, quality general practice dataset, primary care researchers will not be able to partake in these kinds of comparison studies. What are the implications for practitioners?: Australian primary care researchers and clinicians will be at a disadvantage in any international collaboration if they are unable to accurately describe current general practice management. The Netherlands has developed an impressive dataset that requires within-consultation data collection. These datasets allow for person-centred, symptom-specific, longitudinal understanding of general practice management. The possibilities for the quasi-experimental questions that can be answered with such a dataset are limitless. It is only with the ability to answer clinically driven questions that are relevant to primary care that the clinical care of patients can be measured, developed and improved. [ABSTRACT FROM AUTHOR]

This study aimed to identify socio-demographic determinants, risky behaviors and type of drug use, and the association with visiting by general practitioners (GP) in the last 12 months or outpatient service use among people who inject drugs (PWID). Studies in English published before November 1 2021, were searched for on PubMed, Scopus, Cochrane, and Web of Science to identify primary studies on the factors associated with visiting by GP or outpatient service use among PWID. After a detailed assessment of over 17,348 papers, a total of 13 studies met the eligibility criteria. Greater odds of visits to the GP in the last 12 months or outpatient service use was associated with (i) being younger, (ii) being female, (iii) employment status, (iv) having public health insurance, (v) individuals who shared needles, (vi) individuals who were prescribed benzodiazepines, (vii) history of taking prescribed mental health medications, (viii) individuals who got methadone maintenance treatment (MMT) and (X) individuals who had used primary care services. The present research findings highlighted that a significant proportion of the study participants used GP or outpatient service use/outpatient psychiatrist, suggesting that the focus should not be restricted to PWID. [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]

Objective: Burden of disease studies measure the impact of disease at the population level;however, methods and data sources for estimates of prevalence vary. Using a selection of cardiovascular diseases, we aimed to describe the implications of using different disease models and linked administrative data on prevalence estimation within three Australian burden of disease studies. Methods: Three different methods (A = 2011 Australian Burden of Disease Study; B = 2015 Australian Burden of Disease Study; C = 2015 Western Australian Burden of Disease Study), which used linked data, were used to compare prevalence estimates of stroke, aortic aneurysm, rheumatic valvular heart disease (VHD) and non-rheumatic VHD. We applied these methods to 2015 Western Australian data, and calculated crude overall and age-specific prevalence for each condition. Results: Overall, Method C produced estimates of cardiovascular prevalence that were lower than the other methods, excluding non-rheumatic VHD. Prevalence of acute and chronic stroke was up to one-third higher in Method A and B compared to Method C. Aortic aneurysms had the largest change in prevalence, with Method A producing an eight-fold higher estimate compared to Method C, but Method B was 10–20% lower. Estimates of VHD varied dramatically, with an up to six-fold change in prevalence in Method C due to substantial changes to disease models and the use of linked data. Conclusions: Prevalence estimates require the best available data sources, updated disease models and constant review to inform government policy and health reform. Availability of nation-wide linked data will markedly improve future burden estimates. What is known about the topic? Accurate prevalence and subsequent burden estimates that reflect population-level disease burden are an important resource and are necessary for informing health policy decisions and resource distribution. What does this paper add? For cardiovascular disease, the comparison between direct use of linked data and other population-wide data sources highlighted the significant differences in the methods between Australia-wide and Western Australian-based studies in calculating prevalence estimates. What are the implications for practitioners? Continued, effective collaboration for improved disease models and subsequent burden estimates are necessary for appropriately informed decisions about health and resource distribution. [ABSTRACT FROM AUTHOR]

Objective: Out-of-pocket (OOP) costs could act as a potential barrier to accessing specialist services, particularly among low-income patients. The aim of this study is to examine the link between OOP costs and socioeconomic inequality in specialist services in Australia. Methods: This study is based on population-level data from the Medicare Benefits Schedule of Australia in 2014–15. Three outcomes of specialist care were used: all visits, visits without OOP costs (bulk-billed services), and visits with OOP costs. Logistic and zero-inflated negative binomial regression models were used to examine the association between outcome variables and area-level socioeconomic status after controlling for age, sex, state of residence, and geographic remoteness. The concentration index was used to quantify the extent of inequality. Results: Our results indicate that the distribution of specialist visits favoured the people living in wealthier areas of Australia. There was a pro-rich inequality in specialist visits associated with OOP costs. However, the distribution of the visits incurring zero OOP cost was slightly favourable to the people living in lower socioeconomic areas. The pro-poor distribution of visits with zero OOP cost was insufficient to offset the pro-rich distribution among the visits with OOP costs. Conclusions: OOP costs for specialist care might partly undermine the equity principle of Medicare in Australia. This presents a challenge to the government on how best to influence the rate and distribution of specialists' services. What is known about the topic? Higher out-of-pocket (OOP) costs act as a potential barrier to accessing specialist services, particularly among low-income patients. What does this paper add ? This study finds that inequality in Medicare-funded specialist care in Australia is greater for the visits incurring OOP costs, whereas there is almost no inequality in services without OOP costs. What are the implications for practitioners? OOP costs in the use of specialist care might partly undermine the equity principle of Medicare in Australia. This presents a challenge to the government on how best to influence the rate and distribution of specialists' services. [ABSTRACT FROM AUTHOR]

Objective: To investigate demographics, clinical patterns and outcomes of rapid response reviews in hospital, reviewing indications for and outcomes of rapid response reviews initiated for clinical concern and to understand the role of clinical concern in identifying the deteriorating patient and at-risk patient populations. Method: This was a retrospective analysis of General Medical inpatients at Alfred Hospital from 1 January 2018 to 31 July 2020. Data extraction from electronic medical records identified patients who had a rapid response review during admission. Demographic and clinical data, investigations and clinical outcomes from rapid response reviews were investigated. Comparisons were performed using χ 2 or Fisher's exact test where appropriate. Odds ratios and 95% confidence intervals were calculated for factors associated with rapid response reviews for clinical concern and clinical outcomes. Results: There were 10 797 admissions of 7409 individual patients. There were 2359 rapid response reviews during the study period, occurring in 13% of admissions. Patients were majority female (50.4%), and the median age was 79 ± 17.6 years. Rapid response reviews were for cardiovascular (46.8%), respiratory (25.3%) and neurological (14.3%) indications. A total of 11% of rapid response reviews (n = 258) were for clinical concern. Inpatient falls accounted for a significant proportion of rapid response reviews for clinical concern. Reviews were more common in older patients, those admitted after-hours, and patients with disabilities. The latter group were more likely to have rapid response reviews for clinical concern. Rapid response reviews initiated for clinical concern were more likely than those initiated for standard criteria to change patients' clinical status, particularly the withdrawal of active management. Conclusions: Rapid response reviews for clinical concern are important triggers to identify clinical deterioration in vulnerable patients. Reviews were initiated for clinical concern were more likely than those initiated for standard criteria to result in a change in patients' resuscitation status and care trajectory. Clinician concern, even when prompting review for parameters outside of standard clinical review criteria, remains an important factor in recognising the deteriorating patient. What is known about the topic? Rapid response reviews, including those initiated for clinician gestalt for clinical concern, are important tools to identify deteriorating patients in the inpatient setting. What does this paper add? Rapid response reviews for clinical concern are of particular relevance in vulnerable populations and may be important in identifying deteriorating patients and reassessing care trajectory. What are the implications for practitioners? Clinical concern may be just as clinically relevant as rapid response reviews prompted by standard criteria, especially in vulnerable populations. This might prompt investigation of better identifiers and tools for escalation of concerns for vulnerable patients, which may improve outcomes in this patient group. [ABSTRACT FROM AUTHOR]

The aim of this study was to describe the prevalence, severity, coping strategies and precipitating factors of food insecurity in university students in a large multi‐campus Australian university during the COVID‐19 lockdown in 2020, in context of providing information to inform institutional support. This was a cross‐sectional analysis which was part of a larger university‐led research project, the Thrive@Home study conducted at Monash University during the COVID‐19 pandemic. The main outcome measures included: Sociodemographic characteristics, PROMIS anxiety, PROMIS depression and the six‐item US Department of Agriculture Household Food Security Survey Module. All variables were reported according to the four levels of food security status (high (H), marginal (M), low (L) and very low (VL)). Chi‐squared tests were used to compare all categorical variables including demographic, mental health and food security status. A multivariable regression was conducted between food security status and mental health variables. Overall, n = 1315 students were included in the analysis. Of which, 5% were classified as having VL food security, 13% L, 14% M and 68% H. As food security worsened the likelihood of being unemployed looking for work, living alone and deteriorating physical health, diet quality and mental health increased. As food security status deteriorated the prevalence of needing to ask family or friends for food, shopping at multiple outlets for discounts, accessing emergency food relief, subsidised meals and financial assistance from organisations increased (p < 0.002). In regression models adjusting for covariates, depression (b (95%CI): VL = 7.2(4.1–10.3), L = 3.7(1.7–5.7), M = 2.0(0.1–3.8)) and anxiety (VL = 7.4(4.5–10.4), L = 3.5(1.5–5.4) and M = 2.0(0.3–3.8)) were positively associated with worsening food security. Food insecurity during COVID‐19 was associated with worsening mental health. This paper provides targets for future university‐led initiatives to promote student food security and supporting better access to physical and mental health services. [ABSTRACT FROM AUTHOR]

Objective: To examine the impact of telehealth policy changes on general practitioner (GP) consultation activity in Australia, during the coronavirus disease 2019 (COVID-19) pandemic, from January 2019 to December 2021. Methods: An interrupted time-series analysis was conducted to analyse the impact of two major policy changes, introduced through the Medicare Benefits Schedule (MBS), on GP consultation (in-person, videoconference, telephone) activity. The first policy change was the introduction of additional COVID-19 telehealth funding through the MBS on 30 March 2020. The second policy change was the limitation on telephone consultation length to under 20 min on 1 July 2021. The rate of GP telehealth provision and activity was compared between pre-and post-intervention periods, separated by these MBS policy changes. Results: After the first policy change, there was a significant increase in telehealth provision, with a simultaneous decrease in in-person consultations (P < 0.0001). However, telehealth provision decreased in the months following this first policy change (P < 0.0001), while in-person activity increased. After the second policy change, the initial videoconference provision increased (P < 0.0001). However, all telehealth activity decreased afterwards. In the months following the second policy change, the decrease in monthly activity for in-person (P = 0.700), telephone (0.199) and videoconference (P = 0.178) consultations was not significant. Conclusions: The introduction of additional telehealth funding and limitations on telephone consultation length encouraged the initial provision and growth of telehealth services. However, these policy changes did not sustain the long-term upward trajectory of telehealth activity. Telehealth policies should increase opportunities for appropriate and sustainable GP telehealth services. What is known about the topic? The COVID-19 pandemic was a catalyst for increased telehealth provision by general practitioners (GPs). Since COVID-19, the Australian Government have invested in telehealth by increasing reimbursement opportunities through the Medicare Benefits Schedule (MBS) and making multiple telehealth policy changes. What does this paper add? This study examined the impact of MBS telehealth policy changes on GP consultation activity in Australia over 3 years during COVID-19. What are the implications for practitioners? Telehealth funding is necessary for service viability. However, funding alone is unlikely to encourage increased videoconference use and is unlikely to promote long-term telehealth provision. Future telehealth policies should increase opportunities for appropriate and sustainable GP telehealth services. [ABSTRACT FROM AUTHOR]

Background: Childhood speech, language and communication needs (SLCN) impose a significant burden on individuals, families and society. There are explicit costs related to increased health utilization and expenditure. Additionally, there may be indirect costs associated with a child's employment prospects in the long term because of the child's low literacy and numeracy, which in turn affects adult labour force participation (LFP). Several reviews have identified that there is paucity of published evidence on the costs of SLCN. Motivated by broad policy implications, and the lack of prior research in this area, this paper calculates the indirect costs and workplace productivity losses of children with SLCN. Aims: To estimate the indirect costs of SLCN associated with a child's reduced long‐term productivity. Methods & Procedures: Using 12 years of data from a longitudinal study of Australian children, we employed a panel fixed‐effects model to estimate academic achievement at 14–15 years of age. Using these estimates, we employed a human capital approach (HCA) to estimate the projected LFP for children with SLCN, measured by workforce participation and foregone wages. LFP is estimated by extrapolating a child's academic achievement at 14–15 years of age to adulthood outcomes. Outcomes & Results: The results showed that a 1 SD (standard deviation) decrease in SLCN is equivalent to 0.19 (95% confidence interval (CI) = 0.09, 0.30) SD decrease in academic achievement at 14–15 years, 0.79% (95% CI = 0.37, 1.21) decrease in work participation and A$453 (95% CI = A$207, A$674) per annum in lost wages. The average work participation penalty across all level of SLCN (–3, –2, –1) is A$628 (95% CI = A$236, A$894) per person per year. Based on the prevalence of 8.3% from our sample, this equates to lifetime costs of A$21.677 billion (US$14.28 billion, €13.08 billion, £11.66 billion) for children with SLCN in Australia. Speech pathology treatment appears to have a positive impact on work participation and wages. On average A$355 (95% CI = A$346, A$355) per person per year could be saved through treatment or identification (the difference in lost wages for children with and without speech pathology treatment at each SLCN level (–1, –2 ,–3) calculated as a weighted average). This equates to lifetime savings of A$5.22 billion (US$3.44 billion, €3.15 billion, £2.81 billion) for children with SLCN in Australia. Conclusions & Implications: Overall, the findings showed that SLCN are associated with increased indirect costs through reduced workforce participation. The evidence from this study can be used to inform policies on the societal costs of SLCN. What this paper addsWhat is already known on this subjectChildhood SLCN impose significant burden on individuals, families and society. There are explicit costs related to increased health utilization and expenditure. Additionally, there may be indirect costs associated with a child's employment prospects in the long term because of the child's low literacy and numeracy, which in turn affects adult LFP. Several reviews have identified that there is paucity of published evidence on the costs of SLCN. Motivated by broad policy implications, and the lack of prior research in this area, this paper calculates the indirect costs and workplace productivity losses of children with SLCN.What this paper adds to existing knowledgeThis study estimates the academic achievement and indirect costs of SLCN associated with a child's reduced long‐term productivity. Using 12 years of data from a longitudinal study of Australian children, we employed a panel fixed‐effects model to estimate academic achievement at 14–15 years of age. Using these estimates, we used a human capital approach to estimate the projected LFP for children with SLCN, measured by workforce participation and foregone wages. LFP is estimated by extrapolating a child's academic achievement at 14–15 years of age to adulthood outcomes.What are the potential or actual clinical implications of this work?SLCN are associated with increased indirect costs through reduced workforce participation. The evidence from this study provides one of the first indirect cost estimates of how SLCN impacts LFP through educational achievement. Early identification, intervention and screening for SLCN may be useful offsets to reduce the economic effects identified here. [ABSTRACT FROM AUTHOR]

Objective: Immediate action is an emergency power available to Australian health practitioner regulatory boards to protect the public. The aim of this study was to better understand the frequency, determinants and characteristics of immediate action use in Australia. Methods: This was a retrospective cohort study of 11 200 health practitioners named in notifications to the Australian Health Practitioner Regulation Agency (AHPRA) between January 2011 and December 2013. All cases were followed until December 2016 to determine their final outcome. Results: Of 13 939 finalised notifications, 3.7% involved immediate action and 9.7% resulted in restrictive final action. Among notifications where restrictive final action was taken, 79% did not involve prior immediate action. Among notifications where immediate action was taken, 48% did not result in restrictive final action. Compared with notifications from the public, the odds of immediate action were higher for notifications lodged by employers (mandatory notifications OR = 21.3, 95% CI 13.7–33.2; non-mandatory notifications OR = 10.9, 95% CI 6.7–17.8) and by other health practitioners (mandatory notifications OR = 11.6, 95% CI 7.6–17.8). Odds of immediate action were also higher if the notification was regulator-initiated (OR = 11.6, 95% CI 7.6–17.8), lodged by an external agency such as the police (OR = 11.8, 95% CI 7.7–18.1) or was a self-notification by the health practitioner themselves (OR = 9.4, 95% CI 5.5–16.0). The odds of immediate action were higher for notifications about substance abuse (OR = 9.9, 95% CI 6.9–14.2) and sexual misconduct (OR = 5.3, 95% CI 3.5–8.3) than for notifications about communication and clinical care. Conclusions: Health practitioner regulatory boards in Australia rarely used immediate action as a regulatory tool, but were more likely to do so in response to mandatory notifications or notifications pertaining to substance abuse or sexual misconduct. What is known about this topic: Health practitioner regulatory boards protect the public from harm and maintain quality and standards of health care. Where the perceived risk to public safety is high, boards may suspend or restrict the practice of health practitioners before an investigation has concluded. What does this paper add?: This paper is the first study in Australia, and the largest internationally, to examine the frequency, characteristics and predictors of the use of immediate action by health regulatory boards. Although immediate action is rarely used, it is most commonly employed in response to mandatory notifications or notifications pertaining to substance abuse or sexual misconduct. What are the implications for practitioners?: Immediate action is a vital regulatory tool. Failing to immediately sanction a health practitioner may expose the public to preventable harm, whereas imposing immediate action where allegations are unfounded can irreparably damage a health practitioner's career. We hope that this study will assist boards to balance the interests of the public with those of health practitioners. [ABSTRACT FROM AUTHOR]

Background: Artificial intelligence has the potential to innovate current practices used to detect the imminent risk of suicide and to address shortcomings in traditional assessment methods. Objective: In this paper, we sought to automatically classify short segments (40 milliseconds) of speech according to low versus imminent risk of suicide in a large number (n=281) of telephone calls made to 2 telehealth counselling services in Australia. Methods: A total of 281 help line telephone call recordings sourced from On The Line, Australia (n=266, 94.7%) and 000 Emergency services, Canberra (n=15, 5.3%) were included in this study. Imminent risk of suicide was coded for when callers affirmed intent, plan, and the availability of means; level of risk was assessed by the responding counsellor and reassessed by a team of clinical researchers using the Columbia Suicide Severity Rating Scale (=5/6). Low risk of suicide was coded for in an absence of intent, plan, and means and via Columbia suicide Severity Scale Ratings (=1/2). Preprocessing involved normalization and pre-emphasis of voice signals, while voice biometrics were extracted using the statistical language r. Candidate predictors were identified using Lasso regression. Each voice biomarker was assessed as a predictor of suicide risk using a generalized additive mixed effects model with splines to account for nonlinearity. Finally, a component-wise gradient boosting model was used to classify each call recording based on precoded suicide risk ratings. Results: A total of 77 imminent-risk calls were compared with 204 low-risk calls. Moreover, 36 voice biomarkers were extracted from each speech frame. Caller sex was a significant moderating factor (β=-.84, 95% CI -0.85, -0.84; t=6.59, P<.001). Candidate biomarkers were reduced to 11 primary markers, with distinct models developed for men and women. Using leave-one-out cross-validation, ensuring that the speech frames of no single caller featured in both training and test data sets simultaneously, an area under the precision or recall curve of 0.985 was achieved (95% CI 0.97, 1.0). The gamboost classification model correctly classified 469,332/470,032 (99.85%) speech frames. Conclusions: This study demonstrates an objective, efficient, and economical assessment of imminent suicide risk in an ecologically valid setting with potential applications to real-time assessment and response. [ABSTRACT FROM AUTHOR]

Purpose: This paper examines the views of Australian primary school parents regarding the food and nutrition education (FNE) curriculum. Associations with personal values (Universalism and Hedonism) and demographic measures were also explored. Design/methodology/approach: An online survey was conducted among 787 parents in March 2021. Parents rated the importance of 17 FNE topics. They were also asked about their support for six curriculum improvements and to state their own improvement suggestions. Findings: Parents viewed the "Effect of food on health" and "Food hygiene" as the most important topics. Three FNE components were derived: (1) food safety and preparation, (2) health and nutrition information, (3) food origins and environmental sustainability. The "Food safety and preparation" component score was associated with both universalism-nature and hedonism values but negatively associated with parental education. The "Health and nutrition information" component score was associated with universalism-nature value and main language spoken at home. Lastly, the "Food origins and environmental sustainability" component score was associated with universalism-nature value. The two personal values, universalism-nature and hedonism, were more strongly associated with parents' views of curriculum topics than parental demographic characteristics. Parents had several criticisms of current FNE, including school food environments not resonating with FNE taught in the classroom and that FNE might increase the risk of eating disorders. They also suggested that the FNE curriculum should support both parents and teachers by providing relevant resources and training. Originality/value: Australian parents' views of the importance of FNE topics and how to improve FNE in primary schools have been under-examined. [ABSTRACT FROM AUTHOR]

Objective: To establish independent factors that influence the likelihood of re-admission within 30 days of discharge from a Geriatric Evaluation and Management Unit. Methods: An observational prospective cohort design using clinical data extracted from the medical charts of eligible patients discharged from a tertiary public hospital Geriatric Evaluation and Management Unit between July 2017 and April 2019. Binary logistic regression was undertaken to determine variables that increased the likelihood of hospital re-admission (dependent variable). Results: A total of 367 patients were eligible for inclusion, with 69 patients re-admitted within 30 days of discharge. Univariate analysis demonstrated significant differences between groups (re-admission vs non-re-admission) with respect to Charlson Comorbidity Index (CCI) (7.4 [2.4] vs 6.3 [2.2], P = 0.001), Clinical Frailty Scale (CFS) (5.6 [1.1] vs 5.2 [1.34], P = 0.02), and documented malnourishment (36.2% vs 23.6%, P = 0.04). All three variables remained significant when entered into the regression model (X 2 = 25.095, P < 0.001). A higher score for the CFS (OR 1.3; 95% CI 1.03–1.64; P = 0.03) and CCI (OR 1.2; 95% CI 1.06–1.33; P = 0.004), and documented malnourishment (OR 1.92; 95% CI 1.06–3.47; P = 0.03) were all independent factors that increased the likelihood of patient re-admission within 30 days of discharge. Conclusions: This study supports the formal inclusion of the CCI and CFS into routine practice in Geriatric Evaluation and Management Units. The inclusion of the measures can help inform future discharge planning practices. Clinicians should use malnourishment status, CCI and CFS to identify at risk patients and target discharge planning interventions accordingly. What is known about the topic? Risk factors for re-admission to hospital are well documented for older patients following an acute admission. No studies have investigated re-admission risk for patients post discharge from a Geriatric Evaluation and Management Unit. Risks should be understood so that interventions can be targeted and resources allocated. What does this paper add? Risk factors for re-admission within 30 days are identified. What are the implications for practitioners? The inclusion of the Clinical Frailty Scale and Charlson Comorbidity Index is supported. These measures can inform future discharge planning practices to decrease the likelihood of re-admission within 30 days. [ABSTRACT FROM AUTHOR]

Healthcare professionals' advice on lifestyle behaviours is a key factor in improving a nation's health. Although allied health professionals have been well placed to provide such advice as part of patient care, little is known about the characteristics of allied health practitioners who discuss lifestyle topics with patients. This paper focused upon an overlooked avenue for lifestyle advice regarding an allied health profession – osteopathy. A workforce survey including questions about four lifestyle topics (including diet/nutrition, smoking/drugs/alcohol, physical activity/fitness, and stress management) was distributed to a nationally representative sample of Australian registered osteopaths in 2016. Separate multivariate logistic regression and Poisson regression models were developed to determine the most important predictors of the discussion of lifestyle factors. Amongst the 992 participating osteopaths, 89%, 49%, 38%, and 18% often discussed physical activity/fitness, stress management, diet/nutrition, and smoking/drugs/alcohol with their patients, respectively. Approximately 30% of participating osteopaths discussed at least three lifestyle topics with patients. Varied predictors were identified for discussing each lifestyle topic. Osteopaths who often discuss diet/nutrition in patient management plans were more likely to often discuss smoking/drugs/alcohol (OR = 14.13), physical activity/fitness (OR = 2.71), and/or stress management (OR = 1.69). In conclusion, lifestyle factors are often discussed with patients as part of osteopathy treatments in the Australian healthcare context. Osteopaths are well positioned to initiate discussions regarding patient lifestyles, and such discussions may be an effective contribution to health promotion. [ABSTRACT FROM AUTHOR]

Objective To examine the association between residential remoteness and stage of cancer at diagnosis, treatment uptake, and survival within the Australian Indigenous population. Design Systematic review and matched retrospective cohort study. Setting Australia. Participants Systematic review: published papers that included a comparison of cancer stage at diagnosis, treatment uptake, mortality and/or survival for Indigenous people across remoteness categories were identified (n = 181). Fifteen papers (13 studies) were included in the review. Original analyses: new analyses were conducted using data from the Queensland Indigenous Cancer Study (QICS) comparing cancer stage at diagnosis, treatment uptake, and survival for Indigenous cancer patients living in rural/remote areas (n = 627, 66%) and urban areas (n = 329, 34%). Main Outcome Measures Systematic review: Papers were included if there were related to stage of disease at diagnosis, treatment, mortality and survival of cancer. Restrictions were not placed on the outcome measures reported (e.g. standardised mortality ratios versus crude mortality rates). Original analyses: Odds ratios (OR, 95%CI) were used to compare stage of disease and treatment uptake between the two remoteness groups. Treatment uptake (treated/not treated) was analysed using logistic regression analysis. Survival was analysed using Cox proportional hazards regression. The final multivariate models included stage of cancer at diagnosis and area-level socioeconomic status (SEIFA). Results Existing evidence of variation in cancer outcomes for Indigenous people in remote compared with metropolitan areas is limited. While no previous studies have reported on differences in cancer stage and treatment uptake by remoteness within the Indigenous population, the available evidence suggests Indigenous cancer patients are less likely to survive their cancer the further they live from urban centres. New analysis of QICS data indicates that Indigenous cancer patients in rural/remote Queensland were less likely to be diagnosed with localised disease and less likely to receive treatment for their cancer compared to their urban counterparts. Conclusion More research is needed to fully understand geographic differentials in cancer outcomes within the Indigenous population. Knowing how geographical location interacts with Indigenous status can help to identify ways of improving cancer outcomes for Indigenous Australians. [ABSTRACT FROM AUTHOR]

Objective: The first objective of this study was to assess the associations between individual, community and hospital factors with emotional exhaustion (EE) among rural Australian doctors in training (DITs); the second objective was to apply criteria from an international standard that measures sustainable employability in organisations. Methods: A cross-sectional study of 70 DITs was conducted. Odds ratios (ORs) with 95% confidence intervals (CIs) of EE across individual, community and organisational factors were calculated. Results: DITs with poor or moderate ability to cope with mental work demands had higher odds of being emotionally exhausted (OR 8.273; 95% CI 1.693–40.423), as did DITs with sleep disturbance (OR 6.187; 95% CI 1.721–22.242). Higher psychological distress (OR 1.701; 95% CI 1.286–2.249), more hours worked on-call (OR 1.052; 95% CI 1.011–1.094) and increased presenteeism (OR 1.285; 95% CI 1.049–1.576) were associated with being emotionally exhausted. Those who felt ambivalent or unsatisfied with hospital support networks had threefold higher odds of EE (OR 3.323; 95%CI 1.191–9.273). All metrics associated with the International Organisation for Standardisation (ISO) sustainable employability guidelines were significantly associated with EE; DITs who thought the hospital did not promote physical (OR 5.489; 95%CI 1.494–20.162) or mental health behaviours (OR 4.750; 95%CI 1.228–18.406) and those who did not perceive DITs overall well-being to be prioritised had higher odds of EE (OR 8.800; 95% CI 1.920–40.336). Conclusions: When DITs perceive the hospital promotes and prioritises well-being measures and provides a supportive environment, they are less likely to experience EE. This pilot study demonstrated the value of using an international standard to measure sustainable employability in hospitals. What is known about the topic?: Doctors are an at-risk population with increased rates of suicide, depression and anxiety compared with other professions. Junior doctors and regional DITs experience a greater burden of psychological distress, burnout and compassion fatigue than non-training, urban-based doctors. Regional and rural communities are often characterised by fewer doctors per head of population and workforce shortage, with an identified need to optimise the mental well-being of rural doctors to retain the medical workforce and ensure they continue to meet the needs of these rural communities. What does this paper add?: This paper adds to the evidence about the well-being of regional DITs. This pilot study is unique in its demonstration of the relationship between EE and sustainable employability factors within hospitals. The use of an international standard to measure elements of sustainable employability at the organisational level in relation to well-being can potentially be further tested and replicated across the whole organisation and in other healthcare organisations and professions. What are the implications for practitioners?: Rural hospital administrators and policy makers can potentially use the results to guide hospital interventions aimed at alleviating EE in DITs. It appears that supportive hospital environments are key factors to consider when developing these interventions. The international standard guidelines on sustainable employability can be used by top management and human resource managers to develop sustainable employability metrics. [ABSTRACT FROM AUTHOR]