Globally, educational institutes are trying to adapt modernized and effective approaches and tools to their education systems to improve the quality of their performance and achievements. However, identifying, designing, and/or developing promising mechanisms and tools that can impact class activities and the development of students' outputs are critical success factors. Given that, the contribution of this work is to propose a methodology that can guide and usher educational institutes step by step through the implementation of a personalized package of training Toolkits in Smart Labs. In this study, the package of Toolkits refers to a set of needed tools, resources, and materials that, with integration into a Smart Lab can, on the one hand, empower teachers and instructors in designing and developing personalized training disciplines and module courses and, on the other hand, may support students (in different ways) in developing their skills. To demonstrate the applicability and usefulness of the proposed methodology, a model was first developed, representing the potential Toolkits for training and skill development. The model was then tested by instantiating a particular box that integrates some hardware to be able to connect sensors to actuators, with an eye toward implementing this system mainly in the health domain. In a real scenario, the box was used in an engineering program and its associated Smart Lab to develop students' skills and capabilities in the areas of the Internet of Things (IoT) and Artificial Intelligence (AI). The main outcome of this work is a methodology supported by a model able to represent Smart Lab assets in order to facilitate training programs through training Toolkits.
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http://dx.doi.org/10.3390/s23052626 | DOI Listing |
MethodsX
June 2025
Faculty of Design and Art, University of Wuppertal, 42119 Wuppertal, Germany.
Project-based learning, with its emphasis on 'learning by doing', is the dominant teaching method in industrial design. Learners are supposed to be motivated to tackle complex problems such as those in the dynamic field of sustainability. However, it is still unclear how the process of increasing motivation within projects can be systematically targeted for specific sustainability challenges and directed towards potential later pro-environmental behavior.
View Article and Find Full Text PDFFront Public Health
January 2025
Department of Health Systems and Policy, Institute of Public Health, College of Medicine and Health Science, University of Gondar, Gondar, Ethiopia.
Background: Previous studies documented the existence of substantial inequalities in the utilization of maternal health services across different population subgroups in Ethiopia. Regularly monitoring the state of inequality could enhance efforts to address health inequality in the utilization of maternal health services. Therefore, this study aimed to measure the level of inequalities in the utilization of maternal health services in Ethiopia.
View Article and Find Full Text PDFJ Sch Nurs
January 2025
Department of Community, Systems and Mental Health, College of Nursing, Rush University, Chicago, IL, USA.
Despite declines in teen pregnancy, pregnant teens remain at risk for poor health and educational outcomes due to a lack of care coordination and access to resources. The purpose of this project was to develop and launch a care coordination toolkit to provide resources to pregnant and parenting youth (PPY) at a large urban school district. School personnel were trained on the use of the toolkit and completed pre- and posttraining surveys to evaluate changes in knowledge and confidence.
View Article and Find Full Text PDFAdv Mater
January 2025
School of Materials Science and Engineering, Sun Yat-sen University, Guangzhou, 510275, China.
Mechanical force attracts booming attention with the potential to tune the tumor cell behavior, especially in cell migration. However, the current approach for introducing mechanical input is difficult to apply in vivo. How the mechanical force affects cell behavior in situ also remains unclear.
View Article and Find Full Text PDFFam Pract
January 2025
Department of Obstetrics and Gynaecology, 2775 Laurel Street, University of British Columbia, Vancouver, British Columbia, V5Z 1M9, Canada.
Background: Healthcare providers often lack awareness, knowledge, and confidence in managing vulvodynia, which can lead to difficulties with diagnosis and treatment for individuals with the condition.
Objective: To develop and test an educational online toolkit tailored to supporting community-based primary care providers with diagnosis, treatment, and patient support for vulvodynia.
Methods: A sample of 19 community-based family physicians completed online surveys before and after testing the Vulvodynia Primary Care Toolkit (the toolkit hereafter) in their practice for 6 months.
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