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Objectives: To assess whether adding clinical information and written discharge documentation variables improves prediction of paediatric 30-day same-hospital unplanned readmission compared with predictions based on administrative information alone. Methods: A retrospective matched case-control study audited the medical records of patients discharged from a tertiary paediatric hospital in Western Australia (WA) between January 2010 and December 2014. A random selection of 470 patients with unplanned readmissions (out of 3330) were matched to 470 patients without readmissions based on age, sex, and principal diagnosis at the index admission. Prediction utility of three groups of variables (administrative, administrative and clinical, and administrative, clinical and written discharge documentation) were assessed using standard logistic regression and machine learning. Results: Inclusion of written discharge documentation variables significantly improved prediction of readmission compared with models that used only administrative and/or clinical variables in standard logistic regression analysis (χ217 = 29.4, P = 0.03). Highest prediction accuracy was obtained using a gradient boosted tree model (C-statistic = 0.654), followed closely by random forest and elastic net modelling approaches. Variables highlighted as important for prediction included patients' social history (legal custody or patient was under the care of the Department for Child Protection), languages spoken other than English, completeness of nursing admission and discharge planning documentation, and timing of issuing discharge summary. Conclusions: The variables of significant social history, low English language proficiency, incomplete discharge documentation, and delay in issuing the discharge summary add value to prediction models. What is known about the topic?: Despite written discharge documentation playing a critical role in the continuity of care for paediatric patients, limited research has examined its association with, and ability to predict, unplanned hospital readmissions. Machine learning approaches have been applied to various health conditions and demonstrated improved predictive accuracy. However, few published studies have used machine learning to predict paediatric readmissions. What does this paper add?: This paper presents the findings of the first known study in Australia to assess and report that written discharge documentation and clinical information improves unplanned rehospitalisation prediction accuracy in a paediatric cohort compared with administrative data alone. It is also the first known published study to use machine learning for the prediction of paediatric same-hospital unplanned readmission in Australia. The results show improved predictive performance of the machine learning approach compared with standard logistic regression. What are the implications for practitioners?: The identified social and written discharge documentation predictors could be translated into clinical practice through improved discharge planning and processes, to prevent paediatric 30-day all-cause same-hospital unplanned readmission. The predictors identified in this study include significant social history, low English language proficiency, incomplete discharge documentation, and delay in issuing the discharge summary. [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: Health research priorities are commonly identified and resourced by strategic leaders. The importance of recognising the expertise of clinician-researchers is being prioritised by a national funding shift towards applied research. There is a dearth of evidence regarding research priorities for maternity care in rural and remote health in Australia. This study aimed to develop an evidence-based consensus of maternity research priorities in regional, rural, and remote areas of Australia's largest rural health service (by land area) in Western Australia. Methods: A three-phased Delphi method was selected to achieve an interdisciplinary, evidence-based consensus on maternity research priorities within Western Australian Country Health Service. Results: Across three study phases, 432 participants responded. Representation was from seven regions and all stakeholder roles within the regions. Phase 1 included 173 responses yielding 53 concepts categorised under five domains. Phase 2 involved 161 participants who prioritised concepts under domains of (i) workforce and education; (ii) health equity; (iii) Aboriginal health; (iv) logistics and health systems; and (v) clinical. Phase 3 included 96 participants revealing 15 maternity research priorities with the top four ranked concepts: 'recruitment and retention of staff'; 'care for women and families with vulnerabilities', 'models of care offering continuity' and 'systems efficiencies'. Conclusions: The novel evidence provided in this study, in conjunction with a strong consensus on research priorities and an interdisciplinary approach, strengthens the findings of this study and amplifies the mandate of action without delay. What is known about the topic? Research priorities in health are often set by strategic leaders that are not always able to capture or reflect the views and perspectives of clinicians involved with service delivery. What does this paper add? This research delivers the first ever evidence-based consensus of maternity research priorities identified by those who deliver or coordinate maternity care in regional, rural, and remote areas of Australia's largest rural health service (by land area) in Western Australia. What are the implications for practitioners? Demand-driven research identified by those who provide maternity care in this unique setting ensures that research strategy and resourcing can be targeted with confidence and translated without delay. [ABSTRACT FROM AUTHOR]

Objective: This study assessed the effect of the frequency of general practitioner (GP) visitation in the 12 months before a 21% consumer copayment increase in the Pharmaceutical Benefits Scheme (PBS; January 2005) on the reduction or discontinuation of statin dispensing for tertiary prevention. Methods: The study used routinely collected, whole-population linked PBS, Medicare, mortality and hospital data from Western Australia. From 2004 to 2005, individuals were classified as having discontinued, reduced or continued their use of statins in the first six months of 2005 following the 21% consumer copayment increase on 1 January 2005. The frequency of GP visits was calculated in 2004 from Medicare data. Multivariate logistic regression models were used to determine the association between GP visits and statin use following the copayment increase. Results: In December 2004, there were 22 495 stable statin users for tertiary prevention of prior coronary heart disease, prior stroke or prior coronary artery revascularisation procedure. Following the copayment increase, patients either discontinued (3%), reduced (12%) or continued (85%) their statins. Individuals who visited a GP three or more times in 2004 were 47% less likely to discontinue their statins in 2005 than people attending only once. Subgroup analysis showed the effect was apparent in men, and long-term or new statin users. The frequency of GP visits did not affect the proportion of patients reducing their statin therapy. Conclusions: Patients who visited their GP at least three times per year had a lower risk of ceasing their statins in the year following the copayment increase. GPs can help patients maintain treatment following rises in medicines costs. What is known about the topic?: Following the 21% increase in medication copayment in 2005, individuals discontinued or reduced their statin usage, including for tertiary prevention. What does this paper add?: Patients who visited their GP at least three times per year were less likely to discontinue their statin therapy for tertiary prevention following a large copayment increase. What are the implications for practitioners?: This paper identifies the important role that GPs have in maintaining the continued use of important medications following rises in medicines costs. [ABSTRACT FROM AUTHOR]

Objective: To describe patterns of use of the available Government-subsidised mental health services among people living in Australian residential aged care facilities. Methods: A retrospective population-based trend analysis was conducted, including all non-Indigenous people living in an Australian facility between 2012 and 2017. Adjusted incidence proportions and trends were estimated for four groups of mental health services. Results: The use of Medicare-subsidised mental health services was very low overall. The proportion of residents who accessed primary care mental health services increased from 1.3% in 2012/2013 to 2.4% in 2016/2017, while psychiatry service use increased from 1.9 to 2.3%. Claims for clinical psychology increased from 0.18 to 0.26%, and claims for a registered psychologist, occupational therapist or social worker rose from 0.45 to 1.2%. People with dementia were less likely than people without dementia to access all services aside from psychiatry services. Conclusions: Less than 3% of residents accessed funding subsidies for mental health services and people with dementia experienced pronounced barriers to service access. Mental health care is a pillar of the publicly-funded health system in Australia, and low use of these services among aged care residents indicates a need for organisational and policy changes to improve access. What is known about the topic? People living in residential aged care facilities report very high rates of mental health conditions, including depression and anxiety. What does this paper add? We demonstrate very low use (<3%) of Government-funded mental health services among people living in residential aged care facilities in Australia, with only small increases in use over time. What are the implications for practitioners? Practitioners should routinely assess the mental health needs of people living in residential aged care and refer for in-reach mental health services where needed, noting that facility staff are usually not trained for this role. [ABSTRACT FROM AUTHOR]

Objective: This study investigated the link between socioeconomic status and unplanned dental presentations at the Perth Children's Hospital (PCH), as well as the link between the socioeconomic status of unplanned dental patients and any previous admissions to the PCH. Methods: Records of 351 unplanned visits to the PCH were collected, including reason for attendance (infection, trauma, other), the patient's residential location (suburb) and the history of any previous presentations at the PCH. The socioeconomic status of each patient was based on the Index of Relative Socio-Economic Disadvantage, divided into quintiles. Geographic information systems (GIS) were used to spatially map the residential locations of the patients with unplanned dental presentations. QGIS was used to map and geocode the data. Analysis of variance and Chi-squared tests were used to determine associations between subgroups and other variables. Results: 'Unplanned dental presentation' in this study refers to patients who present without an appointment, including by referral from the emergency department of the PCH or outside the PCH. Approximately two-thirds of unplanned dental presentation among patients from low socioeconomic groups were for dental infection, whereas the major reason for presentation among patients from higher socioeconomic groups was trauma. More than half the patients in low socioeconomic groups had at least one previous presentation at the PCH due to other medical issues. Conclusion: Children from low socioeconomic groups, or from outside of Perth, were more likely to present with dental infections, which are mostly preventable at the primary care level; these patients often presented a more significant burden to the health system. Public health interventions should aim to promote preventive oral health care, especially for children from low socioeconomic groups. What is known about the topic?: In Western Australia, the most common dental problems requiring hospitalisation among children is dental caries, and children from the lowest socioeconomic backgrounds have the highest prevalence of dental hospitalisations. What does this paper add?: Children from lower socioeconomic backgrounds were more likely to have an unplanned presentation at the only tertiary children's hospital in Western Australia due to dental infection. What are the implications for practitioners?: Improved access to public dental services, especially in low socioeconomic areas, and the development of more strategies to reduce unplanned dental presentations at a tertiary hospital are needed. [ABSTRACT FROM AUTHOR]

Objective: To date, there has been little research that has comprehensively analysed dental treatment under general anaesthesia (DGA) at Perth Children's Hospital (PCH) for dental emergencies (dental pain and sepsis). This cross-sectional descriptive analysis of the PCH dental department analysed the demographic of children admitted and the type of treatment used, and assessed the cost. Methods: This was a retrospective descriptive study analysing the dental records of patients ranging from 2 to 16 years of age at PCH in Western Australia. Of the 310 cases randomly selected from the 2018–19 study period, 202 were admitted for DGA. Two outcome measures were derived: cumulative count of treatment mix and cost analysis. Results: The mean (±s.d.) age at the time of admission was 6.2 ± 2.6 years and the mean (±s.d.) decayed (d/D), missing, (m/M) and filled (f/F) teeth (dmft/DMFT) was 2.1 ± 0.8. Of the 429 teeth affected, 282 were molars. Treatments were grouped therapeutically; of the 856 treatments performed, 465 were extractions (54%). The total cost, consisting of direct and indirect costs, was A$313 823, and equated to an approximate mean (±s.d.) of A$1554 ± 109 per case. Conclusion: Untreated dental caries was the most common cause for hospital admission. Most cases presenting at the emergency department were young children (<7 years old) who underwent extractions under DGA. What is known about the topic?: The Child Dental Benefits Schedule (CDBS) was introduced to improve access and affordability to oral health care for children without private dental insurance. However, a significant number of children are still being admitted to hospital for emergency dental treatment. What does this paper add?: Despite the availability of the CDBS, untreated dental caries remains one of the most common reasons for dental emergency in the PCH. What are the implications for practitioners?: Not only are direct costs a burden on the health budget, but indirect and intangible costs also affect children and their families. [ABSTRACT FROM AUTHOR]

Objective. Capital is an essential enabler of contemporary public hospital services funding hospital buildings, medical equipment, information technology and communications. Capital investment is best understood within the context of the services it is designed and funded to facilitate. The aim of the present study was to explore the information on capital investment in Australian public hospitals and the relationship between investment and acute care service delivery in the context of efficient pricing for hospital services. Methods. This paper examines the investment in Australian public hospitals relative to the growth in recurrent hospital costs since 2000-01 drawing from the available data, the grey literature and the reports of six major reviews of hospital services in Australia since 2004. Results. Although the average annual capital investment over the decade from 2000-01 represents 7.1% of recurrent expenditure on hospitals, the most recent estimate of the cost of capital consumed delivering services is 9% per annum. Five of six major inquiries into health care delivery required increased capital funding to bring clinical service delivery to an acceptable standard. The sixth inquiry lamented the quality of information on capital for public hospitals. In 2012-13, capital investment was equivalent to 6.2% of recurrent expenditure, 31% lower than the cost of capital consumed in that year. Conclusions. Capital is a vital enabler of hospital service delivery and innovation, but there is a poor alignment between the available information on the capital investment in public hospitals and contemporary clinical requirements. The policy to have capital included in activity-based payments for hospital services necessitates an accurate value for capital at the diagnosis-related group (DRG) level relevant to contemporary clinical care, rather than the replacement value of the asset stock. [ABSTRACT FROM AUTHOR]

Objective: To determine the extent of medical and non-medical out-of-pocket expenses (OOPE) among regional/rural and outer metropolitan Western Australian patients diagnosed with cancer, and the factors associated with higher costs. Methods: Cross-sectional data were collected from adult patients living in four regional/rural areas and two outer metropolitan regions in Western Australia who had been diagnosed with breast, prostate, colorectal or lung cancer. Consenting participants were mailed demographic and financial questionnaires, and requested to report all OOPE related to their cancer treatment. Results: The median total OOPE reported by 308 regional/rural participants and 119 outer metropolitan participants were A$1518 (interquartile range (IQR): A$581–A$3769) and A$2855 (IQR: A$958–A$7142) respectively. Participants most likely to experience higher total OOPE were younger than 65 years of age, male, resided in the outer metropolitan area, worked prior to diagnosis, had private health insurance, were in a relationship, and underwent surgery. Multivariate analysis of regional/rural participants revealed that receiving care at a rural cancer centre was associated with significantly lower non-medical OOPE (estimated mean A$805, 95% confidence interval (CI): A$735–A$875, P = 0.038; compared with other rural participants (A$1347, 95% CI: A$743–A$1951, P < 0.001)). Conclusion: The cancer patients who participated in this study experienced variation in OOPE, with outer metropolitan participants reporting higher OOPE compared with their regional/rural counterparts. There is a need for cost transparency and access to care close to home, so that patients can make informed choices about where to receive their care. What is known about the topic?: In recent years, OOPE for health care in general and cancer in particular have been widely debated by consumers and not-for-profit organisations; the topic has attracted much political attention because it affects both equity and access to care and has wider financial implications for the community. Research studies and reports from both consumer organisations and a Ministerial Advisory Committee found that cancer patients can face exorbitant out-of-pocket costs, and that individuals with private health insurance and those with prostate and breast cancer reported higher costs. In Western Australia, a cancer centre providing comprehensive cancer care was established in the second most populous region to ameliorate the high costs for travel and accommodation that regional cancer patients are known to experience. What does this paper add?: This study is unique because it collected detailed cost information from patients and reports on the OOPE of regional/rural and outer metropolitan Western Australian patients receiving care for one of the four most common cancers; it therefore offers novel insight into the experiences of these groups. This study demonstrates that outer metropolitan cancer patients are experiencing much higher OOPE compared with regional/rural cancer patients. Additionally, regional/rural study participants who accessed a Regional Cancer Centre experienced significantly lower non-medical OOPE, compared with regional/rural study participants receiving care elsewhere. What are the implications for practitioners?: First, there is a need for improved communication of OOPE to minimise costs to the patient, for example, by facilitating access to local cancer care. Health service providers and insurance companies can improve cost transparency for cancer patients by making this information more readily available, allowing patients to make informed financial choices about where to seek care. Second, the needs of working patients deserve specific attention. These patients face significant work uncertainty and additional distress following a cancer diagnosis. [ABSTRACT FROM AUTHOR]

Objective: The aim of this study was to identify the hepatitis C treatment intentions of Aboriginal people living with hepatitis C virus (HCV) in Western Australia. Methods: This study used a mixed-methods design. In the cross-sectional survey, 123 Aboriginal people who inject drugs and self-report as living with hepatitis C completed a purpose-designed questionnaire. In the qualitative phase, 10 participants were interviewed about the factors influencing their future intentions to undertake hepatitis C treatment. Results: Analysis of the survey data revealed significant associations between an intention to undertake hepatitis C treatment and support, community attachment, stable housing and stigma. In addition, there was a high overall level of expressed intention to undertake HCV treatment, with 54% of participants responding positively. Analysis of the qualitative data supported quantitative findings, revealing concerns about stigma, lack of social support and unstable housing as factors affecting the intention to undertake hepatitis C treatment. Conclusion: This mixed methods study with Aboriginal people living with self-reported HCV indicates interventions focused on reducing stigma and unstable housing could positively affect hepatitis C treatment intentions. These findings have implications for developing holistic programs to promote and support people on hepatitis C treatment. What is known about the topic?: Substantial knowledge gaps need to be resolved if HCV elimination among Aboriginal Australians is to be achieved. Current research has prioritised non-Aboriginal communities. What does this paper add?: This study found that stigma and unstable housing require attention if Aboriginal Australians are to obtain the full benefits of direct acting antiviral (DAA) hepatitis C treatment. What are the implications for practitioners?: Reducing stigma (in the primary healthcare setting) and providing access to stable housing are vital components of supportive, non-judgemental and culturally appropriate care for Aboriginal people. This study highlights the importance of education for nurses and other primary care providers to increase engagement in the hepatitis cascade of care. To achieve this, scaling-up of HCV treatment engagement, trained Aboriginal community healthcare workers and HCV treatment advocates must mobilise and support Aboriginal people to avoid the negative effects of stigma, build positive and enabling relationships and reinforce positive attitudes towards DAA hepatitis C treatment. [ABSTRACT FROM AUTHOR]

Objective: The aim of this study was to explore Western Australian cancer patients' experiences of out-of-pocket expenses (OOPE) during diagnosis and cancer treatment using a phenomenological approach. Methods: Semi-structured interviews were conducted with a purposive convenience sample of 40 Western Australian cancer patients diagnosed with breast, lung, prostate or colorectal cancer. Participants were asked about the impact of their diagnosis, the associated costs and their experience within the health system. Data were analysed using thematic content analysis. Results: Three key themes influencing participant OOPE experiences were identified: (1) personal circumstances; (2) communication with health providers; and (3) coping strategies. Despite Australia's public healthcare system, several participants found the costs affected their financial security and resorted to coping strategies including medication rationing and restrictive household budgeting. The key themes had a complex and interrelated effect on patient OOPE experiences and were used to adapt Carrera et al. 's model of economic consequences of cancer treatment on the patient and patient coping to describe these relationships in a mixed healthcare system. Conclusion: Organised efforts must be implemented to mitigate maladaptive coping strategies being used by cancer patients: (1) health providers should seek informed financial consent from patients before commencing treatment; and (2) financial aid and support schemes for cancer patients should be reviewed to ensure they are delivered equitably. What is known on this topic?: The financial cost of cancer can have significant adverse effects on cancer patients. Although financial transparency is desired by cancer patients, its implementation in practice is not clear. What does this paper add?: This study adapts a conceptual model for the economic consequences of a cancer diagnosis and repurposes it for a mixed public–private health system, providing a framework for understanding downstream consequences of cancer costs and highlighting opportunities for intervention. What are the implications for health practitioners?: Health practitioners need to initiate discussions concerning treatment costs earlier with cancer patients. There are several resources and guides available to assist and facilitate financial transparency. Without urgent attention to the financial consequences of cancer treatment and related expenses, we continue to leave patients at risk of resorting to maladaptive coping strategies, such as medication rationing and restrictive household budgeting. [ABSTRACT FROM AUTHOR]

Objective: The aim of this study was to examine the characteristics and prevalence of all-cause unplanned hospital readmissions at a tertiary paediatric hospital in Western Australia from 2010 to 2014. Methods: A retrospective cohort descriptive study was conducted. Unplanned hospital readmission was identified using both 28- and 30-day measurements from discharge date of an index hospital admission to the subsequent related unplanned admission date. This allowed international comparison. Results: In all, 73 132 patients with 134 314 discharges were identified. During the 5-year period, 4070 discharges (3.03%) and 3330 patients (4.55%) were identified as 30-day unplanned hospital readmissions. There were minimal differences in the rate of readmissions on Days 28, 29 and 30 (0.2%). More than 50% of readmissions were identified as a 5-day readmission. Nearly all readmissions for croup and epiglottitis occurred by Day 5; those for acute bronchiolitis and obstructive sleep apnoea requiring tonsillectomy and/or adenoidectomy occurred by Day 15 and those for acute appendicitis and abdominal and pelvic pain occurred by Day 30. Conclusion: This study highlights the variability in the distribution of time intervals from discharge to readmission among diagnoses, suggesting the commonly used 28- or 30-day readmission measurement requires review. It is crucial to establish an appropriate measurement for specific paediatric conditions related to readmissions for the accurate determination of the prevalence and actual costs associated with readmissions. What is known about this topic?: Unplanned hospital readmissions result in inefficient use of health resources. Australia has used 28 days to measure unplanned readmissions. However, the 30-day measurement is commonly used in the literature. Only five Australian studies were identified with a focus on readmissions associated with specific paediatric health conditions. What does this paper add?: This is the first known study examining paediatric all-cause unplanned same-hospital readmissions in Western Australia. The study used both 28- and 30-day measures from discharge to unplanned readmission to allow international comparison. More than half the unplanned hospital readmissions occurred between Day 0 and Day 5 following discharge from the index admission. Time intervals from discharge date to readmission date varied for diagnosis-specific readmissions of paediatric patients. What are the implications for practitioners?: Targeting the top principal index admission diagnoses identified for paediatric readmissions is critical for improvement in the continuity of discharge care delivery, health resource utilisation and associated costs. Because 52% of unplanned readmissions occurred in the first 5 days, urgent investigation and implementation of prevention strategies are required, especially when the readmission occurs on the date of discharge. [ABSTRACT FROM AUTHOR]

Background. This study examined postgraduate work after an undergraduate clinical year spent in the Rural Clinical School of Western Australia (RCSWA), compared with 6 weeks Rural Undergraduate Support and Coordination (RUSC)-funded rural experience in a 6-year undergraduate medical course. Rural background, sex and Rural Australian Medical Undergraduate Scholarship (RAMUS)-holding were taken into account. Methods. University of Western Australia undergraduate data were linked by hand with postgraduate placements to provide a comprehensive dataset on the rural exposure history of junior medical practitioners working in Western Australia between 2004 and 2007. Results. Participation in the RCSWA program was associated with significantly more postgraduate year one rural work than RUSC placement alone (OR=1.5, CI 0.97-2.38). The RCSWA workforce effect increased at postgraduate year two (OR=3.0, CI 1.6484 to 5.5935 relative to RUSC). Rural-origin practitioners who chose the RCSWA program were more likely than other rural-origin practitioners to take rural rotations in both postgraduate years. RAMUS holders' choice in relation to the RCSWA program predicted later rural work. There were no effects of sex. Conclusions. Rural initiatives, in particular the Rural Clinical School program, are associated with postgraduate rural choices. The real impact of these data rely on the translation of early postgraduate choices into long-term work commitments. What is known about the topic? Specific training of rural graduates is strongly related to subsequent rural workforce. In addition, rural educational placements affect medical students' intentions to practise rurally. Retrospective data from rural relative to urban general practitioners link rural background, rural undergraduate experience and rural postgraduate experience with rural work. What does this paper add? Much of the Australian prospective outcomes research has looked at workforce intentions of graduates, or the workforce outcomes of small graduate cohorts of Rural Clinical Schools. This paper followed nearly 500 graduates by name through to their PGY1 and PGY2 workforce decisions. As this cohort comprised 80% of three completely graduated MBBS years, these data validly represent the outcome of a medical school which is comparable to all Australian medical schools in its RUSC, Rural Clinical School and RAMUS recipients. The paper provides the first peer-reviewed outcomes data for the RAMUS scholarship program. What are the implications for practitioners? Rural supervision of medical students is an effective way to recruit new workforce. The longer students are supervised in rural settings, the better. But undergraduate programs need to be linked with postgraduate initiatives that take graduates of medical student initiatives into vocational programs able to deliver a trained rural workforce. [ABSTRACT FROM AUTHOR]

Objective. In Australia, access to dental care has been available through several different pathways: (1) private practice; (2) public clinics; (3) Aboriginal Medical Services (AMS)-based clinics; and (4) until recently, the Chronic Disease Dental Scheme (CDDS). The aim of the present study was to compare the types of dental services most commonly delivered in the various clinical pathways based on the hypothesis that disease-driven care should lead to similar mixes of dental care provided. Methods. Data from a series of previously published sources was used to identify and compare the most commonly performed dental procedures in the different pathways. A comparison was also made with the available international data (US). Results. There was a marked difference between service mixes provided through the four pathways. Patients obtaining dental care through AMS-based and public pathways had more extractions and less restorative and preventive care compared with private and CDDS pathways. Compared with the international data, dental service mixes in Australia were found to be not as evenly distributed. Value of care provided through private and CDDS pathways were two- to threefold higher than that of AMS-based and public pathways. Conclusion. The data indicate that the original hypothesis that the disease-driven care should lead to similar mixes of provided dental care, is not supported. What is known about the topic? The pricing of dental care is a topic that gets substantial discussion in the private sector. However, its effect in the government sector is very limited in its consideration. This research is a bold first step in Australia to look at the influence of different modes of care delivery on the mix of care provided. What does this paper add? This research is a unique first effort to examine the influence of different modes of care delivery on the type of care provided. It clearly highlights that the pathway for care in the government sector do have very different care outcomes. What are the implications for practitioners? The implications are clear; practitioners need to be aware that care is provided in the context of the pathway in which the care is offered and this will influence the type of care provided. Care is not a single outcome and multiple factors influence the outcome for patients. [ABSTRACT FROM AUTHOR]

This case study describes the process of selecting the most appropriate state-wide hospital system to manage COVID-19 cases in a setting of low community transmission of COVID-19 infection. A rapid review of the literature was conducted of the advantages and disadvantages of having designated COVID hospitals. This led to three different options being presented for discussion. Following consultation, the option chosen was for all hospital facilities to remain prepared to care for COVID-19 patients where they present rather than having specified designated hospitals because this was considered the most practical option currently. [ABSTRACT FROM AUTHOR]

Objective. This study of equity and access characterises admissions for coronary, cerebrovascular and peripheral arterial disease by hospital type (rural, tertiary and non-tertiary metropolitan) in a representative Australian population. Methods. We conducted a descriptive analysis using data linkage of all residents aged 35-84 years hospitalised in Western Australia with a primary diagnosis for an atherothrombotic event in 2007. We compared sociodemographic and clinical features by atherothrombotic territory and hospital type. Results. There were 11 670 index admissions for atherothrombotic disease in 2007 of which 46% were in tertiary hospitals, 41% were in non-tertiary metropolitan hospitals and 13% were in rural hospitals. Coronary heart disease comprised 72% of admissions, followed by cerebrovascular disease (19%) and peripheral arterial disease (9%). Comparisons of socioeconomic disadvantage reveal that for those admitted to rural hospitals, more than one-third were in the most disadvantaged quintile, compared with one-fifth to any metropolitan hospital. Conclusions. Significant differences in demographic characteristics were evident between Western Australian tertiary and non-tertiary hospitals for patients hospitalised for atherothrombotic disease. Notably, the differences among tertiary, non-tertiary metropolitan and rural hospitals were related to socioeconomic disadvantage. This has implications for atherothrombotic healthcare provision and the generalisation of research findings from studies conducted exclusively in the tertiary metropolitan hospitals. What is known about the topic? Equity and access to hospital care for atherothrombotic disease in a geographically diverse population is poorly characterised. National data show that both fatal and non-fatal coronary heart disease and non-fatal stroke hospitalisations increase with remoteness. Fatal in-hospital stroke is greatest in major cities, whereas peripheral arterial disease hospitalisations are greatest in the inner and outer regional areas. What does this paper add? This study demonstrates that around 13% of atherothrombotic events were treated in rural hospitals with in-hospital case fatality higher than in tertiary and non-tertiary metropolitan hospitals. A greater proportion of atherothrombotic disease cases treated in rural hospitals were in the most disadvantaged Socioeconomic Indices For Area group. What are the implications for practitioners? It is important to consider differences in disadvantage when generalising results of studies generated from tertiary hospital data to non-tertiary metropolitan and rural patients. [ABSTRACT FROM AUTHOR]

Purpose To explore health professionals' views about Australian Indigenous people's health and the delivery of healthcare to them in the Pilbara region of Western Australia. Methods An open-ended questionnaire was used to gather information from health professionals located across diverse regions in the Pilbara. The responses were analysed with the use of thematic analysis. In the first stage, codes were developed by assigning names to small sections of the interview transcripts. Next, the most salient incisive codes were identified and developed into themes that captured the most important issues. Findings Twenty-eight health professionals indicated that the most important health issues were chronic diseases, substance abuse and ear disease. These health issues were often attributed to a cycle of poor health perpetuated throughout generations. Educational initiatives were thought to be integral to intervening in this cycle. Of particular importance in improving the effectiveness of educational initiatives was facilitating the participation of Australian Indigenous peoples to determine the content of such initiatives. The other main issues the health professionals identified were lifting the standard of Australian Indigenous housing and implementing strategies to improve the continuity of healthcare. Conclusion Educational initiatives need to be prioritised to improve the health of Australian Indigenous people in the Pilbara and the initiatives should be delivered with the involvement of the local community in order to increase the likelihood of sustained behavioural change. Innovative solutions are required to improve the continuity of healthcare in the Pilbara, including increased use of mobile services. What is known about this topic? About two out of every three Indigenous adults in the Pilbara experience a chronic health condition. Moreover, compared with non-Indigenous peoples in the region, Indigenous peoples experience a significantly higher mortality rate for numerous chronic health conditions. Although some information is available about the provision of health services for Indigenous people in the Pilbara, little is known about its adequacy or how it could be most effectively delivered. What does this paper add? This study details health professionals' views about the types of health conditions that need to be prioritised in addressing the health needs of Indigenous people in the Pilbara. It also details health professionals' perceptions of gaps in health service delivery for Indigenous people in the Pilbara and examines how these services could be most effectively delivered. What are the implications for practitioners? Educational initiatives need to be prioritised to improve the health of Australian Indigenous people in the Pilbara and the initiatives should be delivered with the involvement of the local community in order to increase the likelihood of sustained behavioural change. Innovative solutions are required to improve the continuity of healthcare in the Pilbara, including increased use of mobile services. [ABSTRACT FROM AUTHOR]

Objectives. To explore how Western Australian mental health clinicians want to evaluate their care. Methods. Using a participatory action research framework, 10 senior psychiatrists and 11 clinical nurse specialists working in an inpatient mental health setting participated in individual interviews, focus groups and meetings. All interviews were de-identified during transcription and transcripts and field notes were analysed for common themes. Results. Participants identified what they wanted to measure, how they wanted to measure it and how these changes could be implemented. Clinicians stressed the importance of measuring context (physical, clinical and service) and process as well as outcome, and of evaluating care at an individual and service level with consumer involvement. What is known about the topic? Completion rates of mandatory national outcome measures in mental health in Australia are variable and clinicians have mixed views as to their value. Several barriers have been identified as to their use including clinical, resource and ownership issues. What does this paper add? Some studies have identified areas of good practice and elicited practical suggestions for improvement but few have asked clinicians how they actually want to evaluate the care they provide. This study explored how mental health clinicians wanted to evaluate their care, using a participatory action research framework that encouraged participants to pinpoint problems and issues, account for their social context and develop actions to address them. What are the implications for practitioners? Clinicians were enthusiastic for high quality care and evaluation, but pessimistic about their ability to introduce sustainable change. Establishing and supporting active and responsible leadership at service level may solve this, as may encouraging local standard setting and benchmarking in collaboration with consumers and carers. [ABSTRACT FROM AUTHOR]

Objective. To analyse Medicare expenditure by State/Territory, remoteness, and Indigenous demography to assess funding equality in meeting the health needs of remote Indigenous populations in the Northern Territory. Methods. Analytic descriptions of Medicare online reports on services and benefits by key demographic variables linked with Australian Bureau of Statistics data on remoteness and Indigenous population proportion. The Northern Territory Indigenous and non-Indigenous populations were compared with the Australian average between the 2010/2011 and 2019/2020 fiscal years in terms of standardised rates of Medicare services and benefits. These were further analysed using ordinary least squares, simultaneous equations and multilevel models. Results. In per capita terms, the Northern Territory receives around 30% less Medicare funds than the national average, even when additional Commonwealth funding for Aboriginal medical services is included. This funding shortfall amounts to approximately AU$80 million annually across both the Medicare Benefits Schedule and Pharmaceutical Benefits Scheme. The multilevel models indicate that providing healthcare for an Aboriginal and Torres Strait Islander person in a remote area involves a Medicare shortfall of AU$531-- AU$1041 less Medicare Benefits Schedule benefits per annum compared with a non-Indigenous person in an urban area. Indigenous population proportion, together with remoteness, explained 51% of the funding variation. An age--sex based capitation funding model would correct about 87% of the Northern Territory primary care funding inequality. Conclusions. The current Medicare funding scheme systematically disadvantages the Northern Territory. A needs-based funding model is required that does not penalise the Northern Territory population based on the remote primary health care service model. [ABSTRACT FROM AUTHOR]

Indigenous people experience a disproportionately high burden of interpersonal violence. This paper compares the demographic characteristics and injury circumstances of male and female Indigenous Australians hospitalised due to interpersonal violence in Western Australia over a 15-year period. A population-based, retrospective study of all hospitalisations due to interpersonal violence for Indigenous people in WA was undertaken using the linked 1990-2004 data from the WA Mortality Database and the Hospital Morbidity Data System. The majority of Indigenous hospitalisations were for females (56.3%). Female victims were more likely to be admitted due to maltreatment and rape (11.9%). Age profiles, residential location and length of hospital stay were similar between both sexes. The results indicate higher rates of hospitalisation and read missions for interpersonal violence in WA among Indigenous females than males. There may potentially be different risk factors for each sex and further investigation will have public health benefits. [ABSTRACT FROM AUTHOR]

Objective. To compare Jarman-derived hospital standardised mortality ratios (HSMR) and Linkage-derived cumulative mortality ratios (CMR). Methods. HSMR and CMR values for four groups of hospitals were derived from four single-year cohorts of linked patient admissions and deaths, and compared; differences were explored and reasons for non-matching and discordance were suggested. Results. For the group of metropolitan teaching hospitals the Jarman-derived HSMR value of 0.95 (95% CI 0.93-0.97) was significantly lower than the Linkage-derived CMR value of 0.99 (95% CI 0.97-1.01). The opposite result was seen for the group of metropolitan non-teaching public hospitals: the Linkage-derived CMR of 0.81 (0.77-0.85) was significantly lower than the Jarman method HSMR of 1.03 (0.98-1.07). Unmatched deaths in the study resulted from a condition unique to the Jarman method. Besides there being fewer deaths based only on the hospital separation records, 593 of these records suggested wrongly diagnosed deaths, possibly due to erroneous coding. Also, 467 hospital separation records deemed not to have involved transfer in the Jarman method database were detected by the Linkage method. However, excluding these unmatched deaths did not result in total concordance for two-method hospital-related deaths. Conclusions. Incorrect deaths in the Jarman method can be overcome by using the Linked method. The Jarman method, unable to adjust for the contiguous transfers related to the death, apportioned excess deaths unfairly to the teaching hospitals group. What is known about the topic? HSMR based on hospital separation record information can reflect hospital performance if monitored over a regular period. Despite considerable variability, inter-hospital comparison league tables of hospitals based on such ratios have been published. What does this paper add? This study demonstrated that the Linkage-derived CMR, utilising valid details from the state death registry, more accurately ascertains number of deaths than does the Jarman method-derived HSMR. What are the implications for practitioners? Where data linkages are possible, dual death derivations by the Jarman method and the Linked method can identify any unmatched or discordant deaths. Detailed exploration may help identify any differing hospital discharge practices. [ABSTRACT FROM AUTHOR]

Objective. To identify the perceptions of nurse managers in Western Australia, Singapore and Tanzania regarding desirable attributes for effective management of their health services, and to identify and discuss the implications for health-management education provided by Australian universities. Methods. Nurse managers completed a questionnaire covering four key dimensions: personality characteristics, knowledge and learning, skills, and beliefs and values. Each of 75 items were rated as to their effect on management effectiveness, according to a 5-point Likert scale. Results. Skills were considered the most important for management effectiveness by each group. Tanzanian respondents rated knowledge and learning almost as highly, and significantly higher than Western Australian respondents. They also rated personality characteristics and beliefs and values significantly higher than Western Australian respondents. No significant differences were found between Singapore and Western Australia. Conclusions. Participants desired a different relative mix of attributes in their nurse managers, with Western Australian respondents most likely to indicate that transformational leadership contributed most to managerial effectiveness. Tanzanian nurse managers were most likely to advocate transactional leadership, whereas Singaporean nurse managers' views were located somewhere between. Given that these perceptions are valid, the content and curricula of management-development courses need to be cognisant of the cultural backgrounds of participants. What is known about the topic? Views differ as to the extent to which the criteria for management effectiveness are broadly universal or contingent on culture. This applies to the area of nurse management as it does to healthcare management in general. What does this paper add? It is demonstrated that each of the three quite different countries or states considered identified a distinctive combination of attributes as desirable, with the nurse managers of Western Australia most likely to favour a transformational style of leadership, those from Tanzania a transactional leadership style and those from Singapore somewhere in between. What are the implications for practitioners? Given the country- or state-specific desire for a different relative mix of attributes in their nurse managers, management educators in Australia need to ensure that the content and curricula of their courses are cognisant of the cultural backgrounds of their students. There are also important lessons to be taken on board regarding recruitment of nurses into management positions in terms of each of the four dimensions considered, particularly in terms of desirable personality characteristics and beliefs and values. [ABSTRACT FROM AUTHOR]

Objective. To determine the workplace needs of Western Australian midwives working in public metropolitan secondary hospitals. Method. Using a three-round Delphi approach, Round 1 incorporated focus groups and a questionnaire. Fifteen focus groups were conducted with midwives also having the option of contributing through an open-ended questionnaire. During Round 2, 38 items reflecting seven themes were prioritised with a final ranking performed in Round 3. In total, 114 midwives participated in Round 1, 72 in Round 2 and 89 in Round 3. Results. During Round 1, workplace needs identified as being met included: working across all areas of midwifery; ability to work in areas of interest; opportunity to work with low to moderate risk women; supportive colleagues; accessible parking; hospital close to home and friendly work atmosphere. Round 2 items revealed the five top unmet needs as: adequate midwifery staff coverage; access to maintained equipment; competitive pay scales; patient safety issues and opportunities to implement midwifery models. The top ranked needs from Round 3 included: recognising the unpredictable nature of midwifery services; provision of competent medical coverage, and adequate midwifery staff coverage. Conclusions. Demand for maternity services is unpredictable; however, in order to maintain a sustainable maternity workforce, WA midwives' prioritised needs would suggest health management focus upon expanding the availability of midwifery models of care, fostering flexible working conditions and ensuring collaboration between maternity health professionals occurs within clinically safe staffing levels. What is known about the topic? Dissatisfaction with working conditions, staff shortages, and feeling undervalued or unsupported contribute to healthcare workforce attrition. However, positive practice environments and health service management and leadership can influence employee satisfaction and retention. What does this paper add? These insights into Western Australian midwives' met and unmet needs within the context of public metropolitan secondary units provide a more practical basis for the revision of work conditions than has been reported previously. What are the implications for practitioners? Our findings reinforce the urgent need to address the midwifery workforce priorities highlighted in the Australian National Maternity Services Plan. Specifically, this study strongly underscores the requirement to expand the availability of midwifery models of care, foster flexible working conditions and ensure collaboration between maternity health professionals occurs within clinically safe staffing levels. [ABSTRACT FROM AUTHOR]

Objective. Despite public interest in the rural workforce, there are few published data on the geographical distribution of Australia's rural surgeons, their practice skill set, career stage or work-life balance (on-call burden). Similarly, there has not been a peer-reviewed skills audit of rural training opportunities for surgical trainees. The present study undertook this baseline assessment for Western Australia (WA), which has some of the most remote practice areas in Australia. Methods. Hospital staff from all WA Country Health Service hospitals with surgical service (20 of 89 rural health services) were contacted by telephone. A total of 18 of 20 provided complete data. The study questionnaire explored hospital and practice locations of practicing rural surgeons, on-call rosters, career stage, practice skill set and the availability of surgical training positions. Data were tabulated in excel and geographic information system geocoded. Descriptive statistics were calculated in Excel. Results. Of the seven health regions for rural Western Australia, two (28.6%) were served by resident surgeons at a ratio consistent with Royal Australasian College of Surgeons (RACS) guidelines. General surgery was offered in 16 (89%) hospitals. In total, 16 (89%) hospitals were served by fly-in, fly-out (FIFO) surgical services. Two hospitals with resident surgeons did not use FIFO services, but all hospitals without resident surgeons were served by FIFO surgical specialists. The majority of resident surgeons (62.5%) and FIFO surgeons (43.2%) were perceived to be mid-career by hospital staff members. Three hospitals (16.7%) offered all eight of the identified surgical skill sets, but 16 (89%) offered general surgery. Conclusions. Relatively few resident rural surgeons are servicing large areas of WA, assisted by the widespread provision of FIFO surgical services. The present audit demonstrates strength in general surgical skills throughout regional WA, and augers well for the training of general surgeons. [ABSTRACT FROM AUTHOR]

Objectives. Rehabilitation in the home (RITH) services increasingly provide hospital substitution services. This study examines clinical outcomes in a large metropolitan RITH service in Western Australia. Methods. The 2010 database of Fremantle Hospital RITH service was interrogated to identify the clinical profile of cases, length of stay (LOS) and clinical outcomes. Negative outcomes included death or unexpected hospital readmission. Multiple logistic regression modelling was used to explore associations with negative outcomes. This study was reviewed by the Institutional Review Board which deemed it not to require ethics approval. Results. There were 1348 cases managed by RITH: 70.6% were aged ≥65 years; elective joint replacement (29.7%), medical conditions (20%), stroke (13%), hip fractures (10%) were major contributors. The majority (93.3%) were discharged after a median of 9 days. Negative outcomes occurred in 90 cases (6.7%), including five deaths (0.4%) and 85 readmissions (6.3%). Independent associations with negative outcomes included older age (odds ratio (OR) (95% CI); 1.02, P = 0.006), orthopaedic conditions (OR 1.91, P = 0.004) and longer inpatient LOS (OR 1.96, P = 0.003). Age above 80 years was independently associated with risk of negative outcome (OR 2.99, P = 0.004). Conclusions. RITH had a low rate of negative outcomes. The database proved useful for monitoring quality of service provision. [ABSTRACT FROM AUTHOR]

Aim. To identify Indigenous people's views about gaps and practical solutions for the delivery of healthcare services in the Pilbara. Methods. A structured guide was used to interview three Indigenous language groups from the Pilbara region of Western Australia. The responses were analysed with the use of content analysis. In the first stage, codes were developed by assigning names to small sections of the interview transcripts. Next, the most salient incisive codes were identified and developed into themes that captured the most important issues. Results. Many respondents said that there were insufficient health professionals near country, which was compounded by a lack of adequate transport to reach healthcare services. Moreover, respondents commonly indicated that they would be unable to secure adequate accommodation for themselves and any carer when needing to leave country to undergo medical care. The importance of secondary healthcare interventions was highlighted, particularly health promotion initiatives that improved diet and exercise levels and reduced substance abuse. Assuming responsibility for one's own health was seen as integral to improving the overall health of communities. The respondents saw role models as the most important influence in leading people to take responsibility for improving their own health. Conclusion. This study provides Indigenous perspectives about gaps and solutions in healthcare service delivery in the Pilbara region of Western Australia. Although initiatives have commenced to address the shortfall in health professionals and inadequate transport to healthcare, there are still gaps in service provision. Mobile health services were strongly supported as an integral measure to address these gaps. [ABSTRACT FROM AUTHOR]