Rural Clinical School - Research Publications

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    Self-Rated Oral Health as a Valid Measure of Oral Health Status in Adults Living in Rural Australia
    Atala-Acevedo, C ; McGrath, R ; Glenister, K ; Capurro, D ; Bourke, L ; Simmons, D ; Morgan, M ; Marino, R (MDPI, 2023-06)
    It is unclear how well self-rated oral health (SROH) reflects actual oral health status in the rural Australian population. Therefore, this study aimed to compare the clinically assessed oral health status and SROH of adults living in rural Australia. The data were from 574 participants who took part in the Crossroads II cross-sectional study. Three trained and calibrated dentists evaluated the oral health status of participants based on WHO criteria. SROH was assessed with the question 'Overall, how would you rate the health of your teeth and gums?', with a score ranging from excellent = 5 to poor = 1. A logistic regression analysis (LRA) was performed, allowing us to assess factors associated with SROH. The mean age of participants was 59.2 years (SD 16.3), and 55.3% were female. The key results from the LRA show poorer SROH in those with more missing teeth (OR = 1.05; 95% CI; 1.01-1.08), more decayed teeth (OR = 1.28; 95% CI: 1.11-1.46), and more significant clinical attachment loss of periodontal tissue (6mm or more) (OR = 2.63; 95% CI: 1.29-5.38). This study found an association between negative SROH and clinical indicators used to measure poor oral health status, suggesting that self-rated oral health is an indicator of oral health status. When planning dental healthcare programs, self-reported oral health should be considered a proxy measure for oral health status.
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    Prevalence and factors associated with mental health problems of psychological distress and depression among rural Victorians - analysis of cross-sectional data (Crossroads II)
    Dashputre, A ; Agho, KE ; Piya, MK ; Glenister, K ; Bourke, L ; Hannah, S ; Bhat, R ; Osuagwu, UL ; Simmons, D (BMC, 2023-06-20)
    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.
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    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
    Vaz, K ; Kemp, W ; Majeed, A ; Lubel, J ; Magliano, DJ ; Glenister, KM ; Bourke, L ; Simmons, D ; Roberts, SK (WILEY, 2023-10)
    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.
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    Service Level Characteristics of Rural Palliative Care for with Chronic Disease
    Disler, R ; Pascoe, A ; Hickson, H ; Wright, J ; Philips, B ; Subramaniam, S ; Glenister, K ; Philip, J ; Donesky, D ; Smallwood, N (ELSEVIER SCIENCE INC, 2023-10)
    CONTEXT: Despite clear benefit from palliative care in end-stage chronic, non-malignant disease, access for rural patients is often limited due to workforce gaps and geographical barriers. OBJECTIVES: This study aimed to understand existing rural service structures regarding the availability and provision of palliative care for people with chronic conditions. METHODS: A cross-sectional online survey was distributed by email to rural health service leaders. Nominal and categorical data were analyzed descriptively, with free-text questions on barriers and facilitators in chronic disease analyzed using qualitative content analysis. RESULTS: Of 42 (61.7%) health services, most were public (88.1%) and operated in acute (19, 45.2%) or community (16, 38.1%) settings. A total of 17 (41.5%) reported an on-site specialist palliative care team, primarily nurses (19, 59.5%). Nearly all services (41, 95.3%) reported off-site specialist palliative care access, including: established external relationships (38, 92.7%); visiting consultancy (26, 63.4%); and telehealth (18, 43.9%). Perceived barriers in chronic disease included: lack of specific referral pathways (18; 62.1%); negative patient expectations (18; 62.1%); and availability of trained staff (17; 58.6%). Structures identified to support palliative care in chronic disease included: increased staff/funding (20, 75.0%); formalized referral pathways (n = 18, 64.3%); professional development (16, 57.1%); and community health promotion (14, 50%). CONCLUSION: Palliative care service structure and capacity varies across rural areas, and relies on a complex, at times ad hoc, network of onsite and external supports. Services for people with chronic, non-malignant disease are sparse and largely unknown, with a call for the development of specific referral pathways to improve patient care.
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    Design and implementation characteristics of research training for rural health professionals: a qualitative descriptive study
    Quilliam, C ; Shee, AW ; Corboy, D ; Glenister, K ; King, O ; Mc Namara, K ; Alston, L ; Aras, D ; Beauchamp, A ; McKinstry, C (BMC, 2023-03-30)
    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.
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    Trends and Factors Associated with Obesity Prevalence in Rural Australian Adults-Comparative Analysis of the Crossroads Studies in Victoria over 15 Years
    Hannah, S ; Agho, KE ; Piya, MK ; Glenister, K ; Bourke, L ; Osuagwu, UL ; Simmons, D (MDPI, 2022-11)
    This study examined the changes in the prevalence of obesity and associated lifestyle factors using data from repeated cross-sectional, self-reported surveys (Crossroads I: 2001-2003 and Crossroads II: 2016-2018, studies) and clinic anthropometric measurements collected from regional and rural towns in the Goulburn Valley, Victoria. Given that past community studies have only focused categorically on dietary intake, or assessed caloric energy intake, we examined the difference in broad dietary practices at two different times. Clinical assessments from randomly selected household participants aged ≥18 years were analyzed. Differences in obesity prevalence were calculated for each individual variable. Logistic regression was used to determine the odds ratios (95% confidence intervals (CI)) with and without adjustment for key lifestyle factors. There were 5258 participants in Crossroads I and 2649 in Crossroads II surveys. Obesity prevalence increased from 28.2% to 30.8% over 15 years, more among those who ate fried food, but decreased significantly among rural dwellers (31.7: 27.0, 36.8% versus 25.1: 22.9, 27.5%) and those who had adequate fruit intake (28.5: 25.0, 32.3% to 23.9: 21.8, 26.2%). Obesity was associated with older age (≥35 years), use of fat-based spreads for bread (adjusted odds ratio, aOR:1.26: 1.07, 1.48) and physical inactivity. The increase in obesity prevalence especially in the rural towns, was associated with unhealthy dietary behaviour which persisted over 15 years. Understanding and addressing the upstream determinants of dietary intake and choices would assist in the development of future health promotion Programs.
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    Understanding potentially avoidable hospitalisations in a rural Australian setting from the perspectives of patients and health professionals: a qualitative study and logic model.
    Glenister, K ; Archbold, T ; Moran, A ; Kidd, D ; Wilson, S ; Disler, R (Portico, 2022)
    BACKGROUND: Potentially avoidable hospitalisations (PAHs) are proxy measures of effective primary care at a population level. PAHs are higher in rural and disadvantaged areas. This qualitative study sought a deeper understanding of PAHs for chronic health conditions in a rural context from the perspectives of patients and health professionals, and aimed to develop a logic model for rural health services to identify intervention targets. METHODS: Patients with chronic obstructive pulmonary disease, congestive cardiac failure or type 2 diabetes, admitted to a rural hospital in Australia and local health professionals were invited to participate in interviews in late 2019. Semistructured interviews were recorded, transcribed verbatim and thematically analysed. Themes were mapped against a programme logic model developed in a similar study. RESULTS: patients and 16 health professionals participated. The logic model encompassed patient level (knowledge, skills, health status), provider level (workforce availability, attributes) and system level (clinical pathways) contexts. These contexts influenced key mechanisms of relationships, continuity of care and capacity to offer services. Outcomes included responsive and timely access to care, improved clinical outcomes and resource use. Themes that did not readily map to the logic model included socioeconomic disadvantage and healthcare costs, which influenced affordability and equity of access. CONCLUSION: Patients' complex health and social circumstance, health service access and unclear care pathways were strong themes associated with PAH in this rural context. Patient, provider and system contexts influencing key mechanisms and outcomes need to be understood when designing solutions to address PAHs in rural settings. Ideally, interventions should address the cost of healthcare alongside interventions to enhance relationships, continuity of care and capacity to offer services.
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    Revisiting rural healthcare access through Held's ethics of care
    Quilliam, C ; Glenister, K ; Ervin, K ; Weller-Newton, J (PALGRAVE MACMILLAN LTD, 2023-06)
    Abstract Access to healthcare and health seeking behaviours of rural people often hinge on the existing relationships between healthcare providers and (prospective) healthcare users. However, rich micro-level health professional-healthcare user relationships and the unique relational context of rural settings are largely missing from dominant rural healthcare access conceptual frameworks. We argue rural healthcare access conceptualisations require revisiting from a relational perspective to ensure future healthcare access policy accounts for the relational nature of healthcare in rural contexts. Ethics of care is a moral theory informed by feminism which rejects liberal individualist notions and emphasises interdependence. We used Held’s ethics of care characteristics to examine Russell and colleagues’ healthcare access framework and dimensions for rural and remote populations. This process revealed Held’s ethics of care characteristics are only somewhat evident across Russell et al.’s dimensions: most evident in the acceptability and accommodation dimensions, and most absent in the availability and affordability dimensions. Future rural healthcare access frameworks need to pay further attention to the relational aspects of rural healthcare, particularly around the availability and affordability of healthcare, to bolster future efforts to improve healthcare access for rural people.
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    A qualitative descriptive study of a novel nurse-led skin cancer screening model in rural Australia.
    Glenister, K ; Witherspoon, S ; Crouch, A (Springer Science and Business Media LLC, 2022-08-10)
    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.
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    What shapes research and research capacity building in rural health services? Context matters
    Shee, AW ; Quilliam, C ; Corboy, D ; Glenister, K ; McKinstry, C ; Beauchamp, A ; Alston, L ; Maybery, D ; Aras, D ; Mc Namara, K (WILEY, 2022-06)
    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.