Picking a career stream profoundly influences people's abilities in different ways. Nowadays, choosing the correct career stream in advanced education is troublesome, as the number of people wanting to be in specific specializations is growing. Therefore, it is essential to be able to select the appropriate career path. This article proposes a system that can suggest streams in advanced education schools. This system is influenced by agent-based stream proposal systems (ASPS). The proposed system aims to make picking out the correct stream to study at school simpler for an individual. Different streams are evaluated based on seven pre-characterized models. In our system, three unique sorts of tests, learning styles, and coaching were coordinated in a way that caused the system to recognize an individual's interests and limits to an area of study. A sample of 238 participants was recruited for our questionnaire on accessibility, user-friendliness, accuracy, and satisfaction with the system. The incorporation of learning styles and coaching proved helpful in the study. The reliability and validity were proven in addition to incorporating a thinking-aloud protocol and immediate evaluation in the pre-, during and post-tests. To a large extent, respondents were satisfied with the model, as was revealed in the Likert scale response frequencies and percentages. The proposed system can be applied to undergraduates choosing engineering, medicine, arts and science degrees.
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http://dx.doi.org/10.7717/peerj-cs.1256 | DOI Listing |
Immunol Res
January 2025
School of Environment and Science, Griffith University, Southport, QLD, 4222, Australia.
The fungal disease chytridiomycosis (caused by Batrachochytrium dendrobatidis [Bd]) is a primary contributor to amphibian declines. The frog metamorphic stages, characterised by extensive physiological reorganisation and energy expenditure, have heightened susceptibility to Bd. However, little is known about how these metamorphic stages respond immunologically to Bd infection.
View Article and Find Full Text PDFEcol Lett
January 2025
Department of Ecology & Evolutionary Biology, University of Colorado-Boulder, Boulder, Colorado, USA.
Ecology often seeks to answer causal questions, and while ecologists have a rich history of experimental approaches, novel observational data streams and the need to apply insights across naturally occurring conditions pose opportunities and challenges. Other fields have developed causal inference approaches that can enhance and expand our ability to answer ecological causal questions using observational or experimental data. However, the lack of comprehensive resources applying causal inference to ecological settings and jargon from multiple disciplines creates barriers.
View Article and Find Full Text PDFBMC Med Educ
December 2024
Majarlin Kimberley Centre for Remote Health, University of Notre Dame, Broome, WA, 6725, Australia.
Background: Despite the benefits of rural placements in attracting healthcare professionals to rural areas, there remains a gap in understanding the specific impact of placements in remote and very remote areas of Australia, particularly within the unique context of the Kimberley region. There is a need to elucidate differences across geographical areas and contribute to the knowledge about the specifics of where and how student placement programs work. This research explored the impact of a remote placement program at Majarlin Kimberley Centre for Remote Health ('Majarlin') on educational outcomes and workforce intentions of participating students.
View Article and Find Full Text PDFNeurosurg Focus
October 2024
Department of Neurosurgery and Brain Repair, University of South Florida, Tampa, Florida.
Neurosurgical complications are a rich source for learning, but they are grossly underutilized for the purpose of surgeon education. Details of the complications, which make them all the more powerful as teaching tools, are restricted to morbidity and mortality conferences behind closed doors, and open discussions of the topic are blurred by hypotheticals in order to shield the presenters from medicolegal risks. In this issue of Neurosurgical Focus, 9 neurosurgeons were invited to present complications they encountered along with the details and specific lessons they learned.
View Article and Find Full Text PDFGlob Health Action
December 2024
Department of Child Health, University of Benin Teaching Hospital, Benin-city, Nigeria.
Background: Nigeria faces a critical shortage of healthcare professionals yet experiences a significant annual exodus of doctors and dentists. This alarming trend threatens the country's ability to provide equitable healthcare.
Objective: This study investigated the patterns and determinants of migration among doctors and dentists who graduated from the University of Benin, Nigeria, 15 years ago.
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