Background: The impact of new medical graduates on the social dimensions of the rural medical workforce is yet to be examined. Social Network Analysis (SNA) is able to visualize and measure these dimensions. We apply this method to examine the workforce characteristics of graduates from a representative Australian Rural Clinical School.
Methods: Participants were medical graduates of the Rural Clinical School of Western Australia (RCSWA) from the 2001-2014 cohorts, identified as being in rural work in 2017 by the Australian Health Practitioner Regulation Agency. SNA was used to examine the relationships between site of origin and of work destination. Data were entered into UCInet 6 as tied pairs, and visualized using Netdraw. UCINet statistics relating to node centrality were obtained from the node editor.
Results: SNA measures showed that the 124 of 709 graduates in rural practice were distributed around Australia, and that their practice was strongly focused on the North, with a clear centre in the remote Western Australian town of Broome. Women were strongly recruited, and were widely distributed.
Conclusions: RCSWA appears to be a "weak tie" according to SNA theory: the School attracts graduates to rural nodes where they had only passing prior contact. The multiple activities that comprise the social capital of the most attractive, remote, node demonstrate the clear workforce effects of being a "bridge, broker and boundary spanner" in SNA terms, and add new understanding about recruiting to the rural workforce.
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http://dx.doi.org/10.1186/s12913-019-4132-z | DOI Listing |
Midwifery
December 2024
Health Research Institute, Department of Nursing and Midwifery, University of Limerick, Limerick, Ireland. Electronic address:
Background: Practice placements are an essential component of midwifery education, enabling students to apply their theoretical knowledge in a real-world midwifery setting. Exposure and immersion to practice is a core focus of midwifery education internationally. These placements are crucial for students to develop the skills and expertise needed to become safe, competent, and compassionate midwife practitioners.
View Article and Find Full Text PDFAm J Emerg Med
January 2025
Samaritan Health Services, 2300 NW Walnut Blvd. Corvallis, OR 97330, United States of America. Electronic address:
Introduction: We investigated the extent to which demographic characteristics, clinical care aspects, and relevant biomarkers predicted sepsis-related mortality among patients transferred from a rural, low-volume emergency department (ED) to an urban, high-volume, level-2 trauma center.
Methods: We conducted an observational study among adult severe sepsis patients (N = 242) who, within a community-based regional healthcare system, presented to one of the four rural, low-volume EDs and were subsequently transferred to the urban, high-volume, level-2 trauma center, and were identified as septic at either location. We evaluated in-hospital and 30 days after discharge mortality.
Psychiatry Res
January 2025
SA Health, Northern Adelaide Local Health Network, Northern Community Mental Health, Salisbury, Australia; Sonder, Headspace Adelaide Early Psychosis, Adelaide, Australia; The University of Adelaide, Adelaide Medical School, Discipline of Psychiatry, Adelaide, Australia.
Community-based high intensity services for people living with severe and enduring mental illnesses face critical workforce shortages and workflow efficiency challenges. The expectation to monitor complex, dynamic patient data from ever-expanding electronic health records leads to information overload, a significant factor contributing to worker burnout and attrition. An algorithmic workforce, defined as a suite of algorithm-driven processes, can work alongside health professionals assisting with oversight tasks and augmenting human expertise.
View Article and Find Full Text PDFFront Parasitol
July 2024
Center for Global Health, Universidad Peruana Cayetano Heredia, Lima, Peru.
Neurocysticercosis (NCC) is caused by the invasion of larvae in the central nervous system (CNS) and stands as the predominant cause of epilepsy and other neurological disorders in many developing nations. NCC diagnosis is challenging because it relies on brain imaging exams (CT or MRI), which are poorly available in endemic rural or resource-limited areas. Moreover, some NCC cases cannot be easily detected by imaging, leading to inconclusive results.
View Article and Find Full Text PDFActa Med Philipp
December 2024
Department of Physics, School of Science and Engineering, Ateneo de Manila University, Quezon City, Philippines.
Background And Objective: The adoption of electronic medical records (EMRs) in the Philippines has been initiated and adjusted since the last decade through the Philippine eHealth Agenda framework. EMRs are known to improve clinical management and have been widely adopted in advanced economies. However, empirical research on EMR implementation remains limited.
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