Positive change in intent to practice rurally is strongly associated with nursing and allied health students of metropolitan origin after rural clinical placement.

OBJECTIVE: To: (1) assess whether rural clinical placements influence change in intention to practice rurally for nursing and allied health students, (2) to assess whether residential origin (metropolitan or rural) or university location (metropolitan or non-metropolitan) influence this change, and (3) assess residential origin of health professionals practicing rurally after graduation. DESIGN: Cross-sectional survey (2014-2022) conducted in Northern/Northeastern Victoria and Grampians region by nursing and allied health students completing rural clinical placements. Survey explored student placement satisfaction, intention to practice rurally and demographic information, with a follow-up two years' post-placement. FINDINGS: Experience of a rural placement increased students' intention of practicing rurally. Importantly, 57% of metropolitan origin students studying at metropolitan campuses exhibited positive change. Logistic regression analysis suggested that after controlling for age, gender and satisfaction with placement and supervision, students of metropolitan origin at metropolitan campuses were 6.4 times more likely to report positive change in intent to practice rurally after placement than students of rural origin studying at non-metropolitan campuses.Follow-up data suggested that a substantial proportion of health professionals providing services in rural areas were of metropolitan origin. RESULTS: These findings concur that rural origin and rural training are important predictors of working rurally. Additionally, metropolitan students can change their intention to practice rurally after a rural placement. CONCLUSIONS: This study supports strategies to enhance intention to practice rurally that are not restricted to rural origin students to build rural workforce.

Chronic pain and the use of complementary and alternative medicine in rural Victoria, Australia.

OBJECTIVE: The relationship between chronic pain and complementary and alternative medicine (CAM) use is poorly understood, and the situation in rural Australia is particularly unclear. The objective here was to determine the socio-demographic factors associated with the use of CAM for the treatment of chronic pain in a region of rural Australia. METHODS: This secondary analysis used data from a population health survey, Crossroads-II, to assess the relationships of various socio-demographic factors with the use of CAM by those suffering from chronic pain. DESIGN: Face-to-face surveys at households randomly selected from residential address lists. SETTING: A large regional centre and three nearby rural towns in northern Victoria, Australia. PARTICIPANTS: Sixteen years of age and older. MAIN OUTCOME MEASURES: Use of a CAM service to treat chronic pain. RESULTS: Being female (2.40 [1.47, 3.93], p < 0.001) and having a bachelor's degree (OR 2.24 [1.20, 4.20], p < 0.001) had a significant positive relationship with the use of CAM overall to redress chronic pain and those 50 years and older had greater odds of using manipulation therapies relative to those below 50 years (50-64: OR 0.52 [0.32, 0.86], p = 0.010; 65+: 0.37 [0.18, 0.75], p = 0.005). CONCLUSION: In the studied region, females and those with university education have the greatest odds of using CAM to treat chronic pain. This study needs to be complemented with more mechanistic investigations into the reasons people make the decisions they make about using CAM for the management of chronic pain.

Non-alcoholic fatty liver disease prevalence in Australia has risen over 15 years in conjunction with increased prevalence of obesity and reduction in healthy lifestyle.

BACKGROUND AND AIM: Non-alcoholic fatty liver disease (NAFLD) is the most prevalent liver condition globally. The aim of this study was to evaluate the change in age- and sex-standardized prevalence of NAFLD in regional Victoria over a 15-year period and explore the underlying factors associated with differences over time. METHODS: Repeated comparative cross-sectional studies in four towns in regional Victoria, Australia. Individuals randomly selected from households from residential address lists from local government organizations in 2001-2003 (CrossRoads I [CR1]) and 2016-2018 (CrossRoads II [CR2]) with 1040 (99%) and 704 (94%) participants from CR1 and CR2 having complete data for analysis. Primary outcome was change in prevalence estimates of NAFLD (defined by a fatty liver index ≥ 60 in the absence of excess alcohol and viral hepatitis) between 2003 and 2018. RESULTS: Crude prevalence of NAFLD increased from 32.7% to 38.8% (P < 0.01), while age-standardized/sex-standardized prevalence increased from 32.4% to 35.4% (P < 0.01). Concurrently, prevalence of obesity defined by BMI and elevated waist circumference increased 28% and 25%, respectively. Women had a greater increase in the prevalence of NAFLD than men, in parallel with increasing prevalence of obesity. Proportion of participants consuming takeaway food greater than once weekly increased significantly over time. Up to 60% of NAFLD patients require additional tests for assessment of significant fibrosis. CONCLUSIONS: Crude and age-standardized/sex-standardized prevalence of NAFLD have both increased significantly over the last 15 years, particularly among women, in association with a parallel rise in the prevalence of obesity.

Prevalence and factors associated with mental health problems of psychological distress and depression among rural Victorians - analysis of cross-sectional data (Crossroads II).

BACKGROUND: Research suggests that rates of mental illness are similar in rural and urban Australia, although there are significant workforce shortages in rural regions along with higher rates of chronic disease and obesity and lower levels of socioeconomic status. However, there are variations across rural Australia and limited local data on mental health prevalence, risk, service use and protective factors. This study describes the prevalence of self-reported mental health problems of psychological distress and depression, in a rural region in Australia and aims to identify the factors associated with these problems. METHODS: The Crossroads II study was a large-scale cross-sectional study undertaken in the Goulburn Valley region of Victoria, Australia in 2016-18. Data were collected from randomly selected households across four rural and regional towns and then screening clinics from individuals from these households. The main outcome measures were self-reported mental health problems of psychological distress assessed by the Kessler 10 and depression assessed by Patient Health Questionnaire-9. Unadjusted odd ratios and 95% confidence intervals of factors associated with the two mental health problems were calculated using simple logistic regression with multiple logistic regression using hierarchical modelling to adjust for the potential confounders. RESULTS: Of the 741 adult participants (55.6% females), 67.4% were aged ≥ 55 years. Based on the questionnaires, 16.2% and 13.6% had threshold-level psychological distress and depression, respectively. Of those with threshold-level K-10 scores, 19.0% and 10.5% had seen a psychologist or a psychiatrist respectively while 24.2% and 9.5% of those experiencing depression had seen a psychologist or a psychiatrist, respectively in the past year. Factors such as being unmarried, current smoker, obesity, were significantly associated with a higher prevalence of mental health problems whereas physical activity, and community participation reduced the risk of mental health problems. Compared to rural towns, the regional town had higher risk of depression which was non-significant after adjusting for community participation and health conditions. CONCLUSIONS: The high prevalence of psychological distress and depression in this rural population was consistent with other rural studies. Personal and lifestyle factors were more relevant to mental health problems than degree of rurality in Victoria. Targeted lifestyle interventions could assist in reducing mental illness risk and preventing further distress.

Design and implementation characteristics of research training for rural health professionals: a qualitative descriptive study.

BACKGROUND: Research capacity and capability of rural health professionals is essential to the delivery of evidence-based care and for informing strategies to address rural health inequities. Effective implementation of research education and training is fundamental to building rural health professional research capacity and capability. A lack of overarching guidance to inform the delivery of research education and training in rural health services can contribute to gaps in capacity-building approaches. The aim of this study was to identify characteristics of the design and implementation of current research training for rural health professionals in Victoria, Australia, to inform a future model for rural health professional research capacity and capability building. METHODS: A qualitative descriptive study was undertaken. Key informants, with extensive knowledge of research education and training in rural health services in Victoria, were invited to participate in semi-structured telephone interviews via snowballing recruitment methods. Interview transcripts were analysed inductively, with themes and codes mapped to the domains of the Consolidated Framework for Implementation Research. RESULTS: Of the 40 key informants approached, 20 agreed to participate including 11 regional health service managers, five rural health academics and four university managers. Participants suggested that research training varied in quality and relevance to rural health professionals. Training costs and lack of tailoring to the rural context were key barriers, whereas experiential learning and flexible modes of delivery enabled training uptake. Health service and government policies, structures, and processes both enabled or stifled implementation opportunities, with rural health professional networks from different regions offering capacity for research training development, and government departmental structures hampering training coordination. Tension between research activities and clinical practice, and health professional knowledge and beliefs, shaped the delivery of training programs. Strategically planned and evaluated research training programs and education via co-design with rural health professionals and use of research champions were strongly recommended by participants. CONCLUSIONS: To optimise research training for rural health professionals and increase the quality and quantity of relevant rural health research, a systematically planned, implemented, and resourced region-wide research training model is required.

Prevalence of atrial fibrillation in a regional Victoria setting, findings from the crossroads studies (2001-2003 and 2016-2018).

OBJECTIVE: To estimate the prevalence of atrial fibrillation (AF) in regional Victoria at two time points (2001-2003 and 2016-2018), and to assess the use of electrocardiogram rhythm strips in a rural, community-based study for AF investigation. DESIGN: Repeated cross-sectional design involving survey of residents of randomly selected households and a clinic. Predictors of AF were assessed using Firth penalised logistic regression, as appropriate for rare events. SETTING: Goulburn Valley, Victoria. PARTICIPANTS: Household residents aged ≥16 years. Non-pregnant participants aged 18+ were eligible for the clinic. MAIN OUTCOME MEASURES: Atrial fibrillation by 12 lead electrocardiogram (earlier study) or electrocardiogram rhythm strip (AliveCor® device) (recent study). RESULTS: The age standardised prevalence of AF was similar between the two studies (1.6% in the 2001-2003 study and 1.8% in the 2016-2018 study, 95% confidence interval of difference -0.010, 0.014, p = 0.375). The prevalence in participants aged ≥65 years was 3.4% (1.0% new cases) in the recent study. Predictors of AF in the earlier study were male sex, older age and previous stroke, while in the recent study they were previous stroke and self-reported diabetes. AliveCor® traces were successfully classified by the in-built algorithm (91%) vs physician (100%). CONCLUSION: The prevalence of AF among community-based participants in regional Victoria was similar to predominantly metropolitan-based studies, and was unchanged over time despite increased rates of risk factors. Electrocardiogram rhythm strip investigation was successfully utilised, and particularly benefited from physician overview.

Impact of renaming NAFLD to MAFLD in an Australian regional cohort: Results from a prospective population-based study.

BACKGROUND AND AIMS: Clinical and public health implications of the recent redefining of non-alcoholic fatty liver disease (NAFLD) to metabolic-associated fatty liver disease (MAFLD) remain unclear. We sought to determine the prevalence and compare MAFLD with NAFLD in a well-defined cohort. METHODS: A cross-sectional study was conducted in regional Victoria with participants from randomly selected households. Demographic and health-related clinical and laboratory data were obtained. Fatty liver was defined as a fatty liver index ≥ 60 with MAFLD defined according to recent international expert consensus. RESULTS: A total of 722 participants were included. Mean age was 59.3 ± 16 years, and 55.3% were women with a median body mass index of 27.8 kg/m2 . Most (75.2%) participants were overweight or obese. MAFLD was present in 341 participants giving an unadjusted prevalence of 47.2% compared with a NAFLD prevalence of 38.7%. Fifty-nine (17.5%) participants met the criteria of MAFLD but not NAFLD. The increased prevalence of MAFLD in this cohort was primarily driven by dual etiology of fatty liver. All participants classified as NAFLD met the new definition of MAFLD. Compared with NAFLD subjects, participants with MAFLD had higher ALT (26.0 [14.0] U/L vs 30.0 [23] U/L, P = 0.024), but there were no differences in non-invasive markers for steatosis or fibrosis. CONCLUSION: Metabolic-associated fatty liver disease is a highly prevalent condition within this large community cohort. Application of the MAFLD definition increased prevalence of fatty liver disease by including people with dual etiologies of liver disease.

A qualitative descriptive study of a novel nurse-led skin cancer screening model in rural Australia.

BACKGROUND: People residing in rural areas have higher rates of skin cancer and face barriers to accessing care. Models of skin cancer care addressing the specific needs of rural communities and overcoming specific challenges are required, but literature is scarce. This study aimed to describe the elements of a nurse-led skin cancer model in rural Victoria using qualitative methodology and programme logic to inform implementation and ongoing sustainability. METHODS: Qualitative descriptive design. Semi-structured interviews were conducted with key stakeholders involved in the skin cancer model, namely health service executive management, clinical staff, and administration staff. Interviews were audio-recorded and transcribed verbatim. Transcripts were thematically analysed independently by two researchers before themes were compared and refined. A programme logic model was developed to organise themes into contextual elements, inputs, activities and anticipated outcomes; it was also used as a visual tool to aid discussions with key stakeholders. Member checking of the logic model occurred to verify interpretation. This programme logic model will be refined throughout the implementation phase, and again after three years of service delivery. RESULTS: Eight stakeholders participated in interviews. Thematic analysis identified three major themes: the influence of the local rural context, the elements of the model, and "making it happen'. These major themes and accompanying sub-themes were mapped to the programme logic model by contextual elements (rural locale, health service access barriers, burden of disease), key inputs (promotion, human resources including appropriate nurse training and leadership) and 'making it happen' (governance including referral pathways, flexible and sustained funding, and partnerships). The anticipated outcomes identified include skin cancer care delivered locally, timely access, career development for nurses, and decreased skin cancer burden. CONCLUSION: An initiative that is place-based and community driven in response to consumer demand addresses key system barriers to earlier detection of skin cancers. It is anticipated to result in flow-on reductions in skin cancer disease burden. Programme logic was useful to both describe the initiative and as a visual tool for discussions, with the potential to inform wider health service efforts to address system barriers and bottlenecks.

Community Health Programs Delivered Through Information and Communications Technology in High-Income Countries: Scoping Review.

BACKGROUND: The COVID-19 pandemic has required widespread and rapid adoption of information and communications technology (ICT) platforms by health professionals. Transitioning health programs from face-to-face to remote delivery using ICT platforms has introduced new challenges. OBJECTIVE: The objective of this review is to scope for ICT-delivered health programs implemented within the community health setting in high-income countries and rapidly disseminate findings to health professionals. METHODS: The Joanna Briggs Institute's scoping review methodology guided the review of the literature. RESULTS: The search retrieved 7110 unique citations. Each title and abstract was screened by at least two reviewers, resulting in 399 citations for full-text review. Of these 399 citations, 72 (18%) were included. An additional 27 citations were identified through reviewing the reference lists of the included studies, resulting in 99 citations. Citations examined 83 ICT-delivered programs from 19 high-income countries. Variations in program design, ICT platforms, research design, and outcomes were evident. CONCLUSIONS: Included programs and research were heterogeneous, addressing prevalent chronic diseases. Evidence was retrieved for the effectiveness of nurse and allied health ICT-delivered programs. Findings indicated that outcomes for participants receiving ICT-delivered programs, when compared with participants receiving in-person programs, were either equivalent or better. Gaps included a paucity of co-designed programs, qualitative research around group programs, programs for patients and carers, and evaluation of cost-effectiveness. During COVID-19 and beyond, health professionals in the community health setting are encouraged to build on existing knowledge and address evidence gaps by developing and evaluating innovative ICT-delivered programs in collaboration with consumers and carers.

Research education and training for nurses and allied health professionals: a systematic scoping review.

BACKGROUND: Research capacity building (RCB) initiatives have gained steady momentum in health settings across the globe to reduce the gap between research evidence and health practice and policy. RCB strategies are typically multidimensional, comprising several initiatives targeted at different levels within health organisations. Research education and training is a mainstay strategy targeted at the individual level and yet, the evidence for research education in health settings is unclear. This review scopes the literature on research education programs for nurses and allied health professionals, delivered and evaluated in healthcare settings in high-income countries. METHODS: The review was conducted systematically in accordance with the Joanna Briggs Institute scoping review methodology. Eleven academic databases and numerous grey literature platforms were searched. Data were extracted from the included full texts in accordance with the aims of the scoping review. A narrative approach was used to synthesise findings. Program characteristics, approaches to program evaluation and the outcomes reported were extracted and summarised. RESULTS: Database searches for peer-reviewed and grey literature yielded 12,457 unique records. Following abstract and title screening, 207 full texts were reviewed. Of these, 60 records were included. Nine additional records were identified on forward and backward citation searching for the included records, resulting in a total of 69 papers describing 68 research education programs. Research education programs were implemented in fourteen different high-income countries over five decades. Programs were multifaceted, often encompassed experiential learning, with half including a mentoring component. Outcome measures largely reflected lower levels of Barr and colleagues' modified Kirkpatrick educational outcomes typology (e.g., satisfaction, improved research knowledge and confidence), with few evaluated objectively using traditional research milestones (e.g., protocol completion, manuscript preparation, poster, conference presentation). Few programs were evaluated using organisational and practice outcomes. Overall, evaluation methods were poorly described. CONCLUSION: Research education remains a key strategy to build research capacity for nurses and allied health professionals working in healthcare settings. Evaluation of research education programs needs to be rigorous and, although targeted at the individual, must consider longer-term and broader organisation-level outcomes and impacts. Examining this is critical to improving clinician-led health research and the translation of research into clinical practice.

What shapes research and research capacity building in rural health services? Context matters.

OBJECTIVE: To determine the contextual factors influencing research and research capacity building in rural health settings. DESIGN: Qualitative study using semi-structured telephone interviews to collect data regarding health professionals' research education and capacity building. Analysis involved inductive coding using Braun and Clark's thematic analysis; and deductive mapping to the Consolidated Framework for Implementation Research (CFIR). SETTING: Victorian rural health services and university campuses. PARTICIPANTS: Twenty senior rural health managers, academics and/or research coordinators. Participants had at least three years' experience in rural public health, health-related research or health education settings. MAIN OUTCOME MEASURES: Contextual factors influencing the operationalisation and prioritisation of research capacity building in rural health services. RESULTS: Findings reflected the CFIR domains and constructs: intervention characteristics (relative advantage); outer setting (cosmopolitanism, external policies and incentives); inner setting (implementation climate, readiness for implementation); characteristics of individuals (self-efficacy); and process (planning, engaging). Findings illustrated the implementation context and the complex contextual tensions, which either prevent or enhance research capacity building in rural health services. CONCLUSIONS: Realising the Australian Government's vision for improved health service provision and health outcomes in rural areas requires a strong culture of research and research capacity building in rural health services. Low levels of rural research funding, chronic workforce shortages and the tension between undertaking research and delivering health care, all significantly impact the operationalisation and prioritisation of research capacity building in rural health services. Effective policy and investment addressing these contextual factors is crucial for the success of research capacity building in rural health services.

Prevalence of non-alcoholic fatty liver disease in regional Victoria: a prospective population-based study.

OBJECTIVES: To investigate the prevalence of non-alcoholic fatty liver disease (NAFLD) and its risk factors in regional Victoria. DESIGN: Prospective cross-sectional observational study (sub-study to CrossRoads II health study in Shepparton and Mooroopna). SETTING: Four towns (populations, 6300-49 800) in the Goulburn Valley of Victoria. PARTICIPANTS: Randomly selected from households selected from residential address lists provided by local government organisations for participation in the CrossRoads II study. MAIN OUTCOME MEASURES: Age- and sex-adjusted estimates of NAFLD prevalence, defined by a fatty liver index score of 60 or more in people without excessive alcohol intake or viral hepatitis. RESULTS: A total of 705 invited adults completed all required clinical, laboratory and questionnaire evaluations of alcohol use (participation rate, 37%); 392 were women (56%), and their mean age was 59.1 years (SD, 16.1 years). Of the 705 participants, 274 met the fatty liver index criterion for NAFLD (crude prevalence, 38.9%; age- and sex-standardised prevalence, 35.7%). The mean age of participants with NAFLD (61 years; SD, 15 years) was higher than for those without NAFLD (58 years; SD, 16 years); a larger proportion of people with NAFLD were men (50% v 41%). Metabolic risk factors more frequent among participants with NAFLD included obesity (69% v 15%), hypertension (66% v 48%), diabetes (19% v 8%), and dyslipidaemia (63% v 33%). Mean serum alanine aminotransferase levels were higher (29 U/L; SD, 17 U/L v 24 U/L; SD, 14 U/L) and mean median liver stiffness greater (6.5 kPa; SD, 5.6 kPa v 5.3kPa; SD, 2.0 kPa) in participants with NAFLD. CONCLUSION: The prevalence of NAFLD among adults in regional Victoria is high. Metabolic risk factors are more common among people with NAFLD, as are elevated markers of liver injury.

Characteristics of patients who access zero, one or multiple general practices and reasons for their choices: a study in regional Australia.

BACKGROUND: Most people in Australia visit a General Practitioner each year and are free to choose their General Practitioner and/or practice on each occasion. A proportion of people visit multiple general practices, which can reduce continuity of care, a core value of general practice. Utilisation of multiple general practices is associated with metropolitan residence and younger age. However, it is unclear which factors are associated with utilisation of multiple general practices in rural areas, where there are often General Practitioner workforce shortages and higher proportions of patients who may benefit from continuity of care, including older people and people living with chronic disease. The aim of this study was to compare the characteristics of people in a rural Australian area who accessed multiple general practices in the previous year with people who had accessed one practice, or none. METHODS: A cross-sectional survey assessed self-reported utilisation and perspective of general practice services, uses of multiple practices, associated reasons, lifestyle advice and screening services received in four regional Victorian towns. Households were randomly selected and residents aged 16+ were eligible to participate in the adult survey. RESULTS: Most people had attended a single general practice (78.9%), while 14.4% attended more than one practice and 6.7% attended no practices in the previous 12 months. Compared with utilisation of a single general practice, multiple general practice attendance in the previous year was associated with younger age (adjusted odds ratio (aOR 95% confidence interval) 0.98 per year (0.97-0.99), residence in the regional centre aOR 2.90(2.22-3.78), emergency department (ED) attendance in the last 12 months aOR 1.65(1.22-2.21) and no out of pocket costs aOR 1.36(1.04-1.79)). Reasons for multiple general practice attendance included availability of appointments, cost and access to specific services. Compared with multiple general practice attendance, those attending single practices reported more screening tests but similar frequency of lifestyle advice. People who accessed multiple practices were less likely to report very high satisfaction (51.7% vs 62.9% p < 0.001) or excellent degree of confidence in their doctor (42.0% vs 49.8% p = 0.006) than single practice attendees. CONCLUSIONS: Those attending single practices report higher satisfaction and confidence in their GP and were less likely to attend ED. Further studies are required to test whether increasing availability of appointments and reducing out-of-pocket expenses would increase single practice attendance and/or decrease healthcare costs overall.

Building a rural workforce through identifying supports for rural, mature-aged nursing and allied health students: A systematic scoping review.

INTRODUCTION: There is a long-standing undersupply of nursing and allied health professionals in rural Australia. Rural, mature-aged people form an untapped section of rural communities that could help to address these workforce needs. There is little understanding of the supports required to assist rural, mature-aged nursing and allied health students to complete their studies and enter the rural health workforce. OBJECTIVE: To scope factors influencing rural, mature-aged nursing and allied health students' ability to access, participate, and succeed in higher education. DESIGN: A scoping review of the international rural nursing and allied health and education literature was undertaken. Five databases (CINAHL Complete, MEDLINE, Education Resources Information Center [ERIC], Embase, and Education Research Complete), key peer-reviewed journals, and Australian grey literature were searched. FINDINGS: Fourteen articles were included in the review. Ten studies described rural, mature-aged nursing and allied health student characteristics, 6 described barriers to students participating and succeeding in higher education, and 4 described student supports. DISCUSSION: This review found limited evidence to guide higher education providers in attracting, supporting and retaining rural, mature-aged nursing and allied health students. In particular, evidence of student supports is required beyond those manifested by students themselves or their family, to include offerings from university and government sources. CONCLUSION: Substantially more research attention is needed to understand the experiences of rural, mature-aged nursing and allied health students, and supports required for this cohort to access, participate and successfully complete higher education.

Chronic ill health in a regional Victoria setting: A 13-year comparison.

OBJECTIVE: High-quality data regarding the prevalence of chronic disease in rural areas are essential in understanding the challenges faced by rural populations and for informing strategies to address health care needs. This study compared the prevalence of a range of self-reported chronic conditions and utilisation of GP services and emergency department in a regional Victorian setting between two studies conducted in the same region in 2001-2003 and 2014. DESIGN: Repeat cross-sectional studies conducted over a decade apart. SETTING: The projects were conducted in the Goulburn Valley in regional Victoria. PARTICIPANTS: The earlier study randomly selected households from local government lists. The later study randomly selected householders from the telephone directory. MAIN OUTCOME MEASURES: Participants were asked whether they had been diagnosed with a range of chronic health conditions and how often they had visited a general practitioner or emergency department in the past 12 months. RESULTS: The age-standardised prevalence of depression was higher in the 2014 study than the 2001-2003 study in men (increased by 8.0% (95% CI 4.5, 11.5%)) and women (increased by 13.7% (95% CI 8.4, 19.0%)). Similarly, the prevalence of age-standardised diabetes and hypertension was higher in 2014 than 2001-2003 (men increased by 3.6% (95% CI 0.7, 6.5% (diabetes)) and 13.6% (95% CI 8.6, 18.6% (hypertension)), women increased by 3.1% (95% CI 0.3, 6.5% (diabetes)) and 8.4% (95% CI 2.3, 14.5% (hypertension))). CONCLUSION: The results of this study indicate that the prevalence of self-reported depression, diabetes and hypertension has increased in this regional Victorian area over the past 13 years. The reasons for these observed increases and the subsequent impact on the health care needs of regional communities warrants further investigation.

Longitudinal study of health, disease and access to care in rural Victoria: the Crossroads-II study: methods.

BACKGROUND: High quality, contemporary data regarding patterns of chronic disease is essential for planning by health services, policy makers and local governments, but surprisingly scarce, including in rural Australia. This dearth of data occurs despite the recognition that rural Australians live with high rates of ill health, poor health behaviours and restricted access to health services. Crossroads-II is set in the Goulburn Valley, a rural region of Victoria, Australia 100-300 km north of metropolitan Melbourne. It is primarily an irrigated agricultural area. The aim of the study is to identify changes in the prevalence of key chronic health conditions including the extent of undiagnosed and undermanaged disease, and association with access to care, over a 15 year period. METHODS/DESIGN: This study is a 15 year follow up from the 2000-2003 Crossroads-I study (2376 households participated). Crossroads-II includes a similar face to face household survey of 3600 randomly selected households across four towns of sizes 6300 to 49,800 (50% sampled in the larger town with the remainder sampled equally from the three smaller towns). Self-reported health, health behaviour and health service usage information is verified and supplemented in a nested sub-study of 900 randomly selected adult participants in 'clinics' involving a range of additional questionnaires and biophysical measurements. The study is expected to run from October 2016 to December 2018. DISCUSSION: Besides providing epidemiological and health service utilisation information relating to different diseases and their risk factors in towns of different sizes, the results will be used to develop a composite measure of health service access. The importance of access to health services will be investigated by assessing the correlation of this measure with rates of undiagnosed and undermanaged disease at the mesh block level. Results will be shared with partner organisations to inform service planning and interventions to improve health outcomes for local people.

Barriers to effective conversations regarding overweight and obesity in regional Victoria.

BACKGROUND: General practitioners (GPs) have a crucial role to play in engaging patients in discussions about overweight and obesity. However, such discussions are currently uncommon. The aim of this study was to examine how GPs in rural areas talk about overweight and obesity with their patients, specifically to identify key barriers to effective conversations. METHODS: This study used a qualitative methodology. Semi-structured interviews were conducted with GPs (n = 7) and patients (n = 7) across two rural areas. RESULTS: Key barriers to effective conversations between GPs and patients about overweight and/or obesity include: uncertainty about appropriate language; lack of time; concerns about compromising mutual trust and rapport; concerns about patient readiness; concerns about patients' mental health and how this may be impacted by discussing a potentially upsetting and stigmatising topic; and lack of effective and individualised treatment and/or referral options. DISCUSSION: The findings suggest that responses to overweight and obesity need to be localised and tailored. Structural-level change is required to enable better responses to overweight and obesity, including multidisciplinary team approaches.

Integrated and consumer-directed care: a necessary paradigm shift for rural chronic ill health.

Chronic ill health has recently emerged as the most important health issue on a global scale. Rural communities are disproportionally affected by chronic ill health. Many health systems are centred on the management of acute conditions and are often poorly equipped to deal with chronic ill health. Cardiovascular disease (CVD) is one of the most prominent chronic ill health conditions and the principal cause of mortality worldwide. In this paper, CVD is used as an example to demonstrate the disparity between rural and urban experience of chronic ill health, access to medical care and clinical outcomes. Advances have been made to address chronic ill health through improving self-management strategies, health literacy and access to medical services. However, given the higher incidence of chronic health conditions and poorer clinical outcomes in rural communities, it is imperative that integrated health care emphasises greater collaboration between services. It is also vital that rural GPs are better supported to work with their patients, and that they use consumer-directed approaches to empower patients to direct and coordinate their own care.

Management of chronic pain in a rural Australian setting: Findings from the Crossroads-II mixed-methods study.

METHOD: A cross-sectional survey (2016-18) involving quantitative and text-based data was completed by adults from randomly selected households in the Goulburn Valley, Victoria. RESULTS: Among the 2680 respondents, 594 (22%) reported chronic pain. Few (6%) respondents with chronic pain were accessing specialist pain clinics. Logistic regression analysis suggested that the strongest predictors of well­managed chronic pain were older age, the absence of depression or disability and a longer duration of chronic pain. DISCUSSION: This study found a similar prevalence of chronic pain to other, predominantly metropolitan Australian studies, with low participation in specialist pain clinics. The results suggest that improved access to multidisciplinary pain management approaches in rural areas is warranted.