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We present the argument that medical recruitment to a previously under-recruited remote town was effected through what Social Network Analysis (SNA) measures as "brokerage" which operates amidst "structural holes". We proposed that medical graduates being generated by the national Rural Health School movement in Australia were particularly affected by the combined effect of workforce lacks (structural holes) and strong social commitments (brokerage) - all key SNA concepts. We therefore chose SNA to assess whether the characteristics of RCS-related rural recruitment had feature that SNA might be able to identify, as operantly measured using the industry-standard UCINET's suite of statistical and graphical tools. The result was clear. Graphical output from the UCINET editor showed one individual as being central to all recently recruited doctors to one rural town with recruitment issues like all the others. The statistical outputs from UCINET characterised this person as the single point of most connections. The real-world engagements of this central doctor were in accord with the description of brokerage, a core SNA construct, relationship with reported the reason for these new graduates both coming and staying in town. SNA thus proved fruitful in this first quantification of the role of social networks in drawing new medical recruits to particular rural towns. It allowed description at the level of individual actors with a potent influence on recruitment to rural Australia. We propose these measures could be helpful as key performance indicators for the national Rural Clinical School programme that is generating and distributing a large workforce in Australia, which appears from this work to have a strong social basis. This redistribution of medical workforce from urban to rural is needed internationally.

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BACKGROUND: The aim of this national study was to explore the learning experiences of Australia's medical students who trained rurally during the COVID-19 pandemic in 2020. METHODS: A cross-sectional, national multi-centre survey was conducted in 2020, through the Federation of Rural Australian Medical Educators (FRAME). Participants were medical students who had completed an extended Rural Clinical School (RCS) training placement (≥ 12 months). A bespoke set of COVID-19 impact questions were incorporated into the annual FRAME survey, to capture COVID-19-related student experiences in 2020. Pre-pandemic (2019 FRAME survey data) comparisons were also explored. RESULTS: FRAME survey data were obtained from 464 students in 2020 (51.7% response rate), compared with available data from 668 students in 2019 (75.6% response rate). Most students expressed concern regarding the pandemic's impact on the quality of their learning (80%) or missed clinical learning (58%); however, students reported being well-supported by the various learning and support strategies implemented by the RCSs across Australia. Notably, comparisons to pre-pandemic (2019) participants of the general RCS experience found higher levels of student support (strongly agree 58.9% vs 42.4%, p < 0.001) and wellbeing (strongly agree 49.6% vs 42.4%, p = 0.008) amongst the 2020 participants. Students with more than one year of RCS experience compared to one RCS year felt better supported with clinical skills learning opportunities (p = 0.015) and less affected by COVID-19 in their exam performance (p = 0.009). CONCLUSIONS: This study has provided evidence of both the level of concern relating to learning quality as well as the positive impact of the various learning and support strategies implemented by the RCSs during the pandemic in 2020. RCSs should further evaluate the strategies implemented to identify those that are worth sustaining into the post-pandemic period.

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OBJECTIVE: To examine associations between extended medical graduates' rural clinical school (RCS) experience and geographic origins with practising in rural communities five and eight years after graduation. DESIGN, PARTICIPANTS: Cohort study of 2011 domestic medical graduates from ten Australian medical schools with rural clinical or regional medical schools. MAIN OUTCOME MEASURES: Practice location types eight years after graduation (2019/2020) as recorded by the Australian Health Practitioner Regulation Agency, classified as rural or metropolitan according to the 2015 Modified Monash Model; changes in practice location type between postgraduate years 5 (2016/2017) and 8 (2019/2020). RESULTS: Data were available for 1321 graduates from ten universities; 696 were women (52.7%), 259 had rural backgrounds (19.6%), and 413 had extended RCS experience (31.3%). Eight years after graduation, rural origin graduates with extended RCS experience were more likely than metropolitan origin graduates without this experience to practise in regional (relative risk [RR], 3.6; 95% CI, 1.8-7.1) or rural communities (RR, 4.8; 95% CI, 3.1-7.5). Concordance of location type five and eight years after graduation was 92.6% for metropolitan practice (84 of 1136 graduates had moved to regional/rural practice, 7.4%), 26% for regional practice (56 of 95 had moved to metropolitan practice, 59%), and 73% for rural practice (20 of 100 had moved to metropolitan practice, 20%). Metropolitan origin graduates with extended RCS experience were more likely than those without it to remain in rural practice (RR, 2.0; 95% CI, 1.3-2.9) or to move to rural practice (RR, 1.9; 95% CI, 1.2-3.1). CONCLUSION: The distribution of graduates by practice location type was similar five and eight years after graduation. Recruitment to and retention in rural practice were higher among graduates with extended RCS experience. Our findings reinforce the importance of longitudinal rural and regional training pathways, and the role of RCSs, regional training hubs, and the rural generalist training program in coordinating these initiatives.

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BACKGROUND: Medical workforce shortages in rural and remote areas are a global issue. High-income countries (HICs) and low- and middle-income countries (LMICs) seek to implement strategies to address this problem, regardless of local challenges and contexts. This study distilled strategies with positive outcomes and success from international peer-reviewed literature regarding recruitment, retention, and rural and remote medical workforce development in HICs and LMICs. METHODS: The Arksey and O'Malley scoping review framework was utilised. Articles were retrieved from electronic databases Medline, Embase, Global Health, CINAHL Plus, and PubMed from 2010-2020. The Preferred Reporting Items for Systematic Review and Meta-Analysis Protocols (PRISMA-P) guideline was used to ensure rigour in reporting the methodology in the interim, and PRISMA extension for scoping review (PRISMA-ScR) was used as a guide to report the findings. The success of strategies was examined against the following outcomes: for recruitment - rural and remote practice location; for development - personal and professional development; and for retention - continuity in rural and remote practice and low turnover rates. RESULTS: Sixty-one studies were included according to the restriction criteria. Most studies (n=53; 87%) were undertaken in HICs, with only eight studies from LMICs. This scoping review found implementation strategies classified as Educational, Financial, and Multidimensional were successful for recruitment, retention, and development of the rural and remote medical workforce. CONCLUSION: This scoping review shows that effective strategies to recruit and retain rural and remote medical workforce are feasible worldwide despite differences in socio-economic factors. While adjustment and adaptation to match the strategies to the local context are required, the country's commitment to act to improve the rural medical workforce shortage is most critical.

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OBJECTIVE: In light of current debate around securing and distributing the General Practitioner (GP) workforce in Australia, we analysed rural health workforce data to identify characteristics associated with long-term tenure for rural female GPs, an importantly lacking part of the rural workforce in Australia. METHODS: In this cohort study, 555 currently practicing rural female GPs with long, versus short, rural work histories were surveyed annually. Their data were compared. RESULTS: In logistic regression, as expected the factors associated with 7+ years (long-term) versus <7 years (short-term) rural work were: being older (odds ratio [OR] 6.18, 95% confidence interval [CI] 1.16, 13.0, P < 0.001); being an Australian resident (OR 4.64, 95% CI 2.17, 9.91, P < 0.001); having a practice teaching commitment (OR 3.55, 95% CI 1.67, 7.55, P = 0.001); having multiple children (OR 2.19, 95% CI 1.23, 3.88, P = 0.008); rural health club experience as a medical student (OR 5.23, 95% CI 1.11, 23.86, P = 0.033); and, marginally, being rurally experienced as an undergraduate through the Rural Clinical School programme (OR 8.89, 95% CI 0.921, 85.75, P = 0.059) and having a rural background spouse (OR 1.20, 95% CI 0.94, 4.21, P = 0.070). CONCLUSION: The factors involved in long-term rural work for female GPs include a longitudinal set from medical school into postgraduate practice life, some based on Australian government policy initiatives and others on lifestyle choices. These factors should be considered in providing a clinically mature female GP workforce to rural populations.

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BACKGROUND: Many factors contribute to engagement in rural and remote (RR) medical practice, but little is known about the factors associated with rural and remote medical practice in such remote locations as the Maluku Province of Indonesia. This study describes factors associated with actual RR practice, preferred RR practice, and intention to remain practice in Maluku Province. METHODS: An online survey of work-related experience and intentions for future rural work was administered to 410 doctors working in the Maluku province of Indonesia. Participant characteristics were described using descriptive statistics, associations between the independent variables with the location of the workforce, intention to remain practice in Maluku, preference for future RR practice in Maluku were analysed using Chi-square tests and logistic regression. RESULTS: A total of 324 responses (79% response rate) were recorded, comprising 70% females and 30% Pattimura University graduates of doctors employed in Maluku. Doctors working in RR areas were more likely to be a GP (OR 3.49, CI 1.03-11.8), have a monthly salary of more than IDR 6 million (OR 11.5, CI 4.24-31.1), and have no additional practice (OR 2.78, CI 1.34-5.78). Doctors intended to stay practice in Maluku were more likely to be born in Maluku (OR 7.77, CI 3.42-17.7) and have graduated from Pattimura University (OR 3.06, CI 1.09-8.54), and less likely to be a temporary employee (OR 0.24, CI 0.10-0.57). Doctors who prefer future RR practice in Maluku were more likely to experience rural living (OR 2.05 CI 1.05-3.99), have a positive indication of the impact of community exposure during medical schools on their current practice (OR 2.08, CI 1.06-4.09), currently practising in RR Maluku (OR 8.23, CI 3.27-20.8); and less likely to have bigger take-home pay (OR 0.30, CI 0.13-0.70). CONCLUSION: This study indicates that special attention should be given to recruiting doctors with a rural background and ongoing support through attractive opportunities to build a sustainable RR workforce. Since a regional medical school helps supply doctors to the RR areas in its region, a sustained collaboration between medical schools and local government implementing relevant strategies are needed to widen participation and improve the recruitment and retention of RR doctors.

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BACKGROUND: Medical workforce scarcity in rural and remote communities is a global problem, severely challenging healthcare delivery and health equity. Both developed and developing countries report geographically uneven distributions of the medical workforce. This scoping review synthesizes evidence from peer-reviewed and grey literature concerning approaches implemented to improve the recruitment, development, and retention of the rural medical workforce in both developed and developing countries. METHODS: We will utilize the Arksey and O'Malley (2005) framework as the basis for this scoping review. The databases to be searched include Medline, Embase, Global Health, CINAHL Plus, and PubMed for articles from the last decade (2010-2019). Searches for unpublished studies and grey literature will be undertaken using the Google Scholar - Advanced Search tool. Quantitative and qualitative study designs will be included. Two authors will independently screen and extract relevant articles and information, with disagreements resolved by a third. Quantitative and qualitative analyses (thematic) will be conducted to evaluate and categorize the study findings. DISCUSSION: The scoping review will aid in mapping the available evidence for approaches implemented to advance the process of recruitment, development, and retention of the medical workforce in the rural and remote areas in developed and developing nations.

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BACKGROUND: Rural intention and experience during medical school have been related to subsequent rural work. However, their relative contributions and the timing of their effects are not known. These data are critical to effective educational interventions able to improve rural medical workforce numbers, an international priority. METHODS: Participants were graduates of an Australian MBBS degree between 2006 and 2016, who completed both entry and exit surveys approved by the Medical Deans of Australia, including workplace intention data. Rural/urban workplace intention changes from entry to exit were analysed using multinomial logistic regression. Binary logistic regression was used to assess actual rural versus urban work, obtained from a public practitioner registration website. RESULTS: Of 547 eligible undergraduates, 169 completed a year-long rural clinical school (RCS). A subset of 93 of the 547 graduates practiced rurally, of whom 42 had completed RCS. Both rural background and RCS predicted rural practice intention; both were also significantly related to actual rural work. Enduring rural intention was associated with nearly sevenfold odds of actually practicing rurally, compared with an enduring urban intention. Those who changed practice intention from entry to exit were more likely to practice in the region of their exit intention. Of special note: Rural Clinical School of Western Australia (RCSWA) exposure particularly affects urban origin students such that the odds of changing from an urban to a rural orientation immediately after their rural experience were more than fourfold higher than those not so participating. DISCUSSION: Both intention and RCSWA experience are associated with subsequent rural work. The impacts of RCSWA were able to be localised after the rural educational experience. Amongst those with mutable intention, exit intention was that most strongly related to actual work, suggesting this as the most reliable point to select for further rural training.

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BACKGROUND: The rural medical workforce internationally suffers from a significant imbalance between male- and female- identifying practitioners. Not only do male doctors outnumber female doctors, but additionally female doctors work fewer hours than their male counterparts. This has health implications for rural communities. In response, In Australia, Rural Clinical Schools (RCSs) are a national training strategy to increase the number of graduates entering the rural medical workforce. It has been observed that RCSs attract a greater number of female students than male students. However, the future work intentions of male versus female RCS students is not known. This paper therefore asked whether male and female RCS students have equivalent intent for future rural practice. METHODS: Participants were all students who attended RCSs from 2015 to 2017, who completed an exit survey that gathered data on demographic, experiential and intentional variables. Univariate analyses examined differences between the sexes. A multivariate model was constructed to determine the independent predictors for rural intention. RESULTS: There were 2017 respondents across the 3 years, of whom 937 identified as male, and 1138 identified as female. In univariate analysis, female-identifying students had significantly higher rural intention than male-identifying students. There were no other sex-based differences in age, rural background, overall perception of support, and overall excellence of clinical education whilst in RCS. However, in multivariate analysis, sex was not a significant predictor for rural work intention, whereas older age, rural background, and first preference for RCS were all predictive of increased rural intent, as expected from the literature. There were no differences between male and female students in their perceptions of the overall support and the clinical education provided by RCS. CONCLUSION: We conclude from this national study that sex is not an independent predictor for future rural work intention among RCS students. Considering the disproportionate number of female students entering RCS, this is reassuring for ultimately achieving rural workforce gender equity.

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BACKGROUND: We sought to determine the feasibility and effectiveness of a mindfulness training program, delivered online to medical students at a Rural Clinical School. METHODS: An 8-week online training program was delivered to penultimate-year medical students at an Australian Rural Clinical School during 2016. Using a mixed methods approach, we measured the frequency and duration of participants' mindfulness meditation practice, and assessed changes in their perceived stress, self-compassion and compassion levels, as well as personal and professional attitudes and behaviours. RESULTS: Forty-seven participants were recruited to the study. 50% of participants were practising mindfulness meditation at least weekly by the end of the 8-week program, and 32% reported practising at least weekly 4 months following completion of the intervention. There was a statistically significant reduction in participants' perceived stress levels and a significant increase in self-compassion at 4-month follow-up. Participants reported insights about the personal and professional impact of mindfulness meditation training as well as barriers to practice. CONCLUSIONS: The results provide preliminary evidence that online training in mindfulness meditation can be associated with reduced stress and increased self-compassion in rural medical students. More rigorous research is required to establish concrete measures of feasibility of a mindfulness meditation program.

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In the original publication of this article [1], an error occurred during the publication of this article in Table 2.

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This study uses data from a Rural Clinical School of Western Australia (RCSWA) and WA Country Health (WACHS) study on rural work intentions among junior doctors to explore their internal decision-making processes and gain a better understanding of how junior doctors make decisions along their career pathway. This was a qualitative study involving junior doctor participants in postgraduate years (PGY) 1 to 5 undergoing training in Western Australia (WA). Data was collected through semi-structured telephone interviews. Two main themes were identified: career decision-making as an on-going process; and early career doctors' internal decision-making process, which fell broadly into two groups ('explorers' and 'planners'). Both groups of junior doctors require ongoing personalised career advice, training pathways, and career development opportunities that best "fit" their internal decision-making processes for the purposes of enhancing rural workforce outcomes.

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INTRODUCTION: Very little is known about the long term workforce outcomes, or factors relating to these outcomes, for nursing and allied health rural placement programs. The positive evidence that does exist is based on short term (1-3 year) evaluations, which suggest that undergraduate rural placements are associated with substantial immediate rural practice of 25-30% graduates practising rurally. These positive data suggest the value of examining long term practice outcomes, since such data are necessary to providing an evidence base for future workforce strategies. The objective was to measure long term (15-17 year) rural practice outcomes for nursing and allied health graduates who had completed an undergraduate rural placement of 2-18 weeks through a university department of rural health (UDRH). METHODS: This was a longitudinal cohort study, with measures taken at the end of the placement, at one year and at 15-17 years post-graduation. Participants were all nursing and allied health students who had taken part in a UDRH rural placement, who consented to be followed up, and whose practice location was able to be identified. The main outcome measure was factors associated with location of practice as being either urban (RA 1) or rural (RA 2-5). RESULTS: Of 776 graduates initially surveyed, 474 (61%) were able to be contacted in the year after their graduation, and 244 (31%) were identified through the Australian Health Practitioner Regulation Agency, 15-17 years later. In univariate analysis at the first graduate year, previously lived rural, weeks in placement, discipline and considering future rural practice all had significant relationships with initial rural practice. In multivariate analysis, only rural background retained significance (odds ratio (OR) 3.19, confidence interval (CI) 1.71-5.60). In univariate analysis 15-17 years later, previously lived rural and first job being rural were significantly related to current rural practice. In multivariate analysis, only first job being rural retained significance (OR 11.57, CI 2.77-48.97). CONCLUSION: The most significant long term practice factor identified in this study was initial rural practice. This suggests that funding to facilitate a rural pathway to not just train but also support careers in rural nursing and allied health rural training, similar to that already established for pharmacy and medicine, is likely to have beneficial long term workforce outcomes. This result adds to the evidence base of strategies that could be implemented for the successful development of a long term rural health workforce.

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Medical graduates' early career is known to be disorienting, and career decision-making is influenced by a complex set of factors. There is a strong association between rural background and rural undergraduate training and rural practice, and personal and family factors have been shown to influence workplace location, but the interaction between interest, training availability, and other work-relevant factors has not yet been fully explored. A qualitative study conducted by the Rural Clinical School of Western Australia (RCSWA) and WA Country Health Service (WACHS) explored factors influencing the decision to pursue rural work among junior doctors. Data collection and analysis was iterative. In total, 21 junior doctors were recruited to participate in semi-structured telephone interviews. Two main themes relating to the systems of influence on career decision-making emerged: (1) The importance of place and people, and (2) the broader context. We found that career decision-making among junior doctors is influenced by a complex web of factors operating at different levels. As Australia faces the challenge of developing a sustainable rural health workforce, developing innovative, flexible strategies that are responsive to the individual aspirations of its workforce whilst still meeting its healthcare service delivery needs will provide a way forward.

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BACKGROUND: Deficits in the rural medical workforce is an international issue. In Australia, The Rural Clinical School intervention is effective for initial recruitment of rural doctors. However, the extent of survival is not yet established. This paper summarises rural survival over a 10-year period. METHODS: Rural Clinical School graduates of Western Australia were surveyed annually, 2006-2015, and post Graduate Years (PGY) 3-12 included. Survival was described as "tours of service", where a tour was either a period of ≥1 year, or a period of ≥2 weeks, working rurally. A tour ended with a rural work gap of ≥52 weeks. Considering each exit from urban as an event, semi-parametric repeated measures survival models were fitted. RESULTS: Of 468 graduates, using the ≥2 weeks definition, 239 PGY3-12 graduates spent at least one tour rurally (average 61.1, CI 52.5-69.7 weeks), and a total length of 14,607 weeks. Based on the tour definition of ≥1 year, 120 graduates completed at least one tour (average 1.89, 1.69-2.10 years), and a total of 227 years' rural work. For both definitions, the number of tours increased from one to four by PGY10/11, giving 17,786 total weeks (342 years) across all PGYs for the ≥2 weeks tour definition, and 256 years total for ≥1 year. Significantly more graduates exited from urban work for the 2007-09 middle cohort compared with 2010-11 (HR 1.876, p = 0.022), but no significant difference between 2002 and 06 and 2010-11. Rural origin, age and gender were not statistically significant. CONCLUSIONS: PGY3-12 RCS graduates contributed substantially to the rural workforce: 51% did so by short rotations, while 26% contributed whole years of service. There was an apparent peak in entry and survival for the middle cohort and decline thereafter, likely attributable to lack of advanced/specialist vocational training. These data indicate a real commitment to rural practice by RCS graduates, and the need for rural vocational training as a key element of a successful rural survival strategy.

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OBJECTIVE: This paper outlines the current psychiatry workforce shortages experienced by rural and remote communities in Australia and argues that postgraduate training in psychiatry may play a role in rectifying these healthcare access inequities. CONCLUSION: Funding for postgraduate medical specialist training in Australia is undergoing a shift away from solely metropolitan-centric training schemes, based on substantial evidence over the past two decades in undergraduate medical training. Psychiatry is well placed to lead the development of dedicated postgraduate rural training pathways to enhance recruitment and retention of an urgently required rural and remote psychiatry workforce.

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Background: The contribution of rural clinical school (RCS) and rural origin to developing a long-term rural medical workforce was examined. Methods: Longitudinal cohort study, after undergraduate location in either rural or urban setting, for all medical graduates 2004-2010, identified in the Australian Health Practitioner Regulation Agency, in the following groups: Urban origin/no RCS; Rural origin/no RCS; Urban origin/RCS; and Rural origin/RCS. Results: Proportions of all graduates working rurally increased from 2013 to 2018, including amongst urban origin/nonRCS graduates. Rural origin/RCS participants worked rurally at the highest rates across all time points, with an endpoint of 47%, and an odds ratio of 9.70 (5.41, 17.40) relative to the urban reference group. They had a cumulative duration of rural practice over 5 times higher than the urban reference group. RCS graduates were more likely to be working in remote areas than nonRCS graduates. Conclusion: All graduates' contribution to rural and remote workforce is dynamic and increasing. Both RCS participation and rural student recruitment make synergistic and increasing contributions to rural work. RCS effects workforce distribution to more remote areas. Single cross-sectional studies do not capture this dynamic growth in the rural workforce.

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