Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 9.204
Filter
1.
BMC Med Educ ; 24(1): 510, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38720261

ABSTRACT

BACKGROUND: Bioinstrumentation is essential to biomedical engineering (BME) undergraduate education and professional practice. Several strategies have been suggested to provide BME students with hands-on experiences throughout the curriculum, promoting their preparedness to pursue careers in industry and academia while increasing their learning and engagement. This paper describes the implementation of challenge-based learning (CBL) in an undergraduate bioinstrumentation blended course over the COVID-19 pandemic. METHODS: The CBL experience was implemented in a third-year bioinstrumentation course from the BME program at Tecnologico de Monterrey. Thirty-nine students enrolled in two sections formed fourteen teams that tackled blended learning activities, including online communication, lab experiments, and in-person CBL activities. Regarding the latter, students were challenged to design, prototype, and test a respiratory or cardiac gating device for radiotherapy. An institutional student opinion survey was used to assess the success of our CBL implementation. RESULTS: Student responses to the end-of-term survey showed that they strongly agreed that this course challenged them to learn new concepts and develop new skills. Furthermore, they rated the student-lecturer interaction very positively despite the blended format. Overall, students assessed their learning experience positively. However, implementing this CBL experience required a substantial time increase in planning, student tutoring, and constant communication between lecturers and the industry partner. CONCLUSION: This work provides an effective instance of CBL for BME education to improve students' learning experience despite decreased resource efficiency. Our claim is supported by the student's performance and the positive feedback from our industrial partner.


Subject(s)
Biomedical Engineering , COVID-19 , Curriculum , Problem-Based Learning , Humans , Biomedical Engineering/education , SARS-CoV-2 , Pandemics , Education, Distance/organization & administration
2.
BMC Med Educ ; 24(1): 514, 2024 May 08.
Article in English | MEDLINE | ID: mdl-38720299

ABSTRACT

BACKGROUND: Ultrasound has widely used in various medical fields related to critical care. While online and offline ultrasound trainings are faced by certain challenges, remote ultrasound based on the 5G cloud platform has been gradually adopted in many clinics. However, no study has used the 5G remote ultrasound cloud platform operating system for standardized critical care ultrasound training. This study aimed to evaluate the feasibility and effectiveness of 5G-based remote interactive ultrasound training for standardized diagnosis and treatment in critical care settings. METHODS: A 5G-based remote interactive ultrasound training system was constructed, and the course was piloted among critical care physicians. From July 2022 to July 2023, 90 critical care physicians from multiple off-site locations were enrolled and randomly divided into experimental and control groups. The 45 physicians in the experimental group were trained using the 5G-based remote interactive ultrasound training system, while the other 45 in the control group were taught using theoretical online videos. The theoretical and practical ultrasonic capabilities of both groups were evaluated before and after the training sessions, and their levels of satisfaction with the training were assessed as well. RESULTS: The total assessment scores for all of the physicians were markedly higher following the training (80.7 ± 11.9) compared to before (42.1 ± 13.4) by a statistically significant margin (P < 0.001). Before participating in the training, the experimental group scored 42.2 ± 12.5 in the critical care ultrasound competency, and the control group scored 41.9 ± 14.3-indicating no significant differences in their assessment scores (P = 0.907). After participating in the training, the experimental group's assessment scores were 88.4 ± 6.7, which were significantly higher than those of the control group (72.9 ± 10.8; P < 0.001). The satisfaction score of the experimental group was 42.6 ± 2.3, which was also significantly higher than that of the control group (34.7 ± 3.1, P < 0.001). CONCLUSION: The 5G-based remote interactive ultrasound training system was well-received and effective for critical care. These findings warrant its further promotion and application.


Subject(s)
Critical Care , Feasibility Studies , Ultrasonography , Humans , Education, Distance , Clinical Competence , Male , Female , Adult
3.
BMC Med Educ ; 24(1): 515, 2024 May 09.
Article in English | MEDLINE | ID: mdl-38724974

ABSTRACT

PURPOSE: Online teaching has gained popularity in recent years, but changes have been slower to implement in Lower or Medium Income Countries (LMIC). The aim of this research was to build upon educators' experiences of remote teaching during Covid-19 to inform the development of a blended learning approach for teaching pre-clinical subjects at the Faculty of Biomedical Sciences at Obafemi Awolowo University, Ile-Ife, Nigeria (OAU). METHODS: The Critical Incident Technique (CIT) was used in this exploratory study. Participants were invited to either complete an online qualitative questionnaire or take part in an online structured interview, which were hosted on Microsoft platforms. Data were obtained from eighteen educators and were analyzed using thematic analysis. RESULTS: Findings suggest that most educators (72%) continued to engage with remote teaching post-pandemic. All lab-based practical topics returned to being in-person, and teachers' experiences highlighted that a new blended learning approach should focus on asynchronized online teaching of didactic subjects. Five main themes captured educators' experiences and lessons learned regarding online teaching including: skills and training, teachers' motivation and attitudes, internet and connectivity, learners' behaviors, and socio-economic constraints. CONCLUSION: Findings provided additional evidence on the way in which educators in LMIC would like to build upon the positive aspects of online teaching and move towards a blended learning model. However, the implementation of such an approach should consider students' and faculty's needs and socio-economic constraints.


Subject(s)
COVID-19 , Education, Distance , Students, Medical , Humans , COVID-19/epidemiology , Nigeria , Students, Medical/psychology , Education, Medical, Undergraduate/methods , Pandemics , SARS-CoV-2 , Surveys and Questionnaires , Male , Female , Teaching
4.
BMC Med Educ ; 24(1): 525, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38730313

ABSTRACT

PURPOSE: Many health professions education programs involve people with lived experience as expert speakers. Such presentations may help learners better understand the realities of living with chronic illness or experiencing an acute health problem. However, lectures from only one or a small number of people may not adequately illustrate the perspectives and experiences of a diverse patient cohort. Additionally, logistical constraints such as public health restrictions or travel barriers may impede in-person presentations, particularly among people who have more restrictions on their time. Health professions education programs may benefit from understanding the potential effects of online patient-led presentations with a diverse set of speakers. We aimed to explore whether patient-led online learning modules about diabetes care would influence learners' responses to clinical scenarios and to collect learners' feedback about the modules. METHOD: This within-subjects randomized experiment involved 26 third-year medical students at Université Laval in Quebec, Canada. Participation in the experiment was an optional component within a required course. Prior to the intervention, participating learners responded to three clinical scenarios randomly selected from a set of six such scenarios. Each participant responded to the other three scenarios after the intervention. The intervention consisted of patient-led online learning modules incorporating segments of narratives from 21 patient partners (11 racialized or Indigenous) describing why and how clinicians could provide patient-centered care. Working with clinical teachers and psychometric experts, we developed a scoring grid based on the biopsychosocial model and set 0.6 as a passing score. Independent evaluators, blinded to whether each response was collected before or after the intervention, then scored learners' responses to scenarios using the grid. We used Fisher's Exact test to compare proportions of passing scores before and after the intervention. RESULTS: Learners' overall percentage of passing scores prior to the intervention was 66%. Following the intervention, the percentage of passing scores was 76% (p = 0.002). Overall, learners expressed appreciation and other positive feedback regarding the patient-led online learning modules. DISCUSSION: Findings from this experiment suggest that learners can learn to provide better patient-centered care by watching patient-led online learning modules created in collaboration with a diversity of patient partners.


Subject(s)
Education, Distance , Humans , Pilot Projects , Male , Female , Students, Medical/psychology , Computer-Assisted Instruction/methods , Quebec , Adult , Patient-Centered Care , Diabetes Mellitus/therapy , Patient Participation , Education, Medical, Undergraduate/methods
5.
BMC Med Educ ; 24(1): 524, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38730447

ABSTRACT

BACKGROUND: In recent years, the subspecialty of neuropalliative care has emerged with the goal of improving the quality of life of patients suffering from neurological disease, though gaps remain in neuropalliative care education and training. E-learning has been described as a way to deliver interactive and facilitated lower-cost learning to address global gaps in medical care. We describe here the development of a novel, international, hybrid, and asynchronous curriculum with both self-paced modules and class-based lectures on neuropalliative care topics designed for the neurologist interested in palliative care, the palliative care physician interested in caring for neurological patients, and any other physician or advanced care providers interested in neuropalliative care. METHODS: The course consisted of 12 modules, one per every four weeks, beginning July 2022. Each module is based on a case and relevant topics. Course content was divided into three streams (Neurology Basics, Palliative Care Basics, and Neuropalliative Care Essentials) of which two were optional and one was mandatory, and consisted of classroom sessions, webinars, and an in-person skills session. Evaluation of learners consisted of multiple choice questions and written assignments for each module. Evaluation of the course was based on semi-structured qualitative interviews conducted with both educator and learner, the latter of which will be published separately. Audio files were transcribed and underwent thematic analysis. For the discussion of the results, Khan's e-learning framework was used. RESULTS: Ten of the 12 participating educators were interviewed. Of the educators, three identified as mid-career and seven as senior faculty, ranging from six to 33 years of experience. Nine of ten reported an academic affiliation and all reported association with a teaching hospital. Themes identified from the educators' evaluations were: bridging the global gap, getting everybody on board, defining the educational scope, investing extensive hours of voluntary time and resources, benefiting within and beyond the curriculum, understanding the learner's experience, creating a community of shared learning, adapting future teaching and learning strategies, and envisioning long term sustainability. CONCLUSIONS: The first year of a novel, international, hybrid, and asynchronous neuropalliative care curriculum has been completed, and its educators have described both successes and avenues for improvement. Further research is planned to assess this curriculum from the learner perspective.


Subject(s)
Curriculum , Palliative Care , Qualitative Research , Humans , Computer-Assisted Instruction , Neurology/education , Education, Distance
6.
BMC Public Health ; 24(1): 1280, 2024 May 10.
Article in English | MEDLINE | ID: mdl-38730455

ABSTRACT

INTRODUCTION: The increasing ageing of the population with growth in NCD burden in India has put unprecedented pressure on India's health care systems. Shortage of skilled human resources in health, particularly of specialists equipped to treat NCDs, is one of the major challenges faced in India. Keeping in view the shortage of healthcare professionals and the guidelines in NEP 2020, there is an urgent need for more health professionals who have received training in the diagnosis, prevention, and treatment of NCDs. This paper conducts a scoping review and aims to collate the existing evidence on the use of digital education of health professionals within NCD topics. METHODS: We searched four databases (Web of Science, PubMed, EBSCO Education Research Complete, and PsycINFO) using a three-element search string with terms related to digital education, health professions, and terms related to NCD. The inclusion criteria covered the studies to be empirical and NCD-related with the target population as health professionals rather than patients. Data was extracted from 28 included studies that reported on empirical research into digital education related to non-communicable diseases in health professionals in India. Data were analysed thematically. RESULTS: The target groups were mostly in-service health professionals, but a considerable number of studies also included pre-service students of medicine (n = 6) and nursing (n = 6). The majority of the studies included imparted online learning as self-study, while some imparted blended learning and online learning with the instructor. While a majority of the studies included were experimental or observational, randomized control trials and evaluations were also part of our study. DISCUSSION: Digital HPE related to NCDs has proven to be beneficial for learners, and simultaneously, offers an effective way to bypass geographical barriers. Despite these positive attributes, digital HPE faces many challenges for its successful implementation in the Indian context. Owing to the multi-lingual and diverse health professional ecosystem in India, there is a need for strong evidence and guidelines based on prior research in the Indian context.


Subject(s)
Health Personnel , Noncommunicable Diseases , Humans , Noncommunicable Diseases/prevention & control , Noncommunicable Diseases/therapy , India , Health Personnel/education , Education, Distance
7.
JMIR Med Educ ; 10: e53997, 2024 04 30.
Article in English | MEDLINE | ID: mdl-38693686

ABSTRACT

SaNuRN is a five-year project by the University of Rouen Normandy (URN) and the Côte d'Azur University (CAU) consortium to optimize digital health education for medical and paramedical students, professionals, and administrators. The project includes a skills framework, training modules, and teaching resources. In 2027, SaNuRN is expected to train a significant portion of the 400,000 health and paramedical professions students at the French national level. Our purpose is to give a synopsis of the SaNuRN initiative, emphasizing its novel educational methods and how they will enhance the delivery of digital health education. Our goals include showcasing SaNuRN as a comprehensive program consisting of a proficiency framework, instructional modules, and educational materials and explaining how SaNuRN is implemented in the participating academic institutions. SaNuRN is a project aimed at educating and training health-related and paramedics students in digital health. The project results from a cooperative effort between URN and CAU, covering four French departments. The project is based on the French National Referential on Digital Health (FNRDH), which defines the skills and competencies to be acquired and validated by every student in the health, paramedical, and social professions curricula. The SaNuRN team is currently adapting the existing URN and CAU syllabi to FNRDH and developing short-duration video capsules of 20 to 30 minutes to teach all the relevant material. The project aims to ensure that the largest student population earns the necessary skills, and it has developed a two-tier system involving facilitators who will enable the efficient expansion of the project's educational outreach and support the students in learning the needed material efficiently. With a focus on real-world scenarios and innovative teaching activities integrating telemedicine devices and virtual professionals, SaNuRN is committed to enabling continuous learning for healthcare professionals in clinical practice. The SaNuRN team introduced new ways of evaluating healthcare professionals by shifting from a knowledge-based to a competencies-based evaluation, aligning with the Miller teaching pyramid and using the Objective Structured Clinical Examination and Script Concordance Test in digital health education. Drawing on the expertise of URN, CAU, and their public health and digital research laboratories and partners, the SaNuRN project represents a platform for continuous innovation, including telemedicine training and living labs with virtual and interactive professional activities. The SaNuRN project provides a comprehensive, personalized 30-hour training package for health and paramedical students, addressing all 70 FNRDH competencies. The program is enhanced using AI and NLP to create virtual patients and professionals for digital healthcare simulation. SaNuRN teaching materials are open-access. The project collaborates with academic institutions worldwide to develop educational material in digital health in English and multilingual formats. SaNuRN offers a practical and persuasive training approach to meet the current digital health education requirements.


Subject(s)
Health Education , Education, Distance/methods , Education, Distance/trends , Forecasting , Health Education/trends , Health Education/methods
8.
BMC Psychol ; 12(1): 252, 2024 May 07.
Article in English | MEDLINE | ID: mdl-38715133

ABSTRACT

BACKGROUND: The COVID-19 pandemic has prompted a rapid shift to online teaching, placing unprecedented demands on educators' physical and mental well-being. However, the relationship between English as a Foreign Language (EFL) teachers' physical activity, emotion regulation, and competence for online teaching remains underexplored. OBJECTIVES: This study aimed to investigate the interplay between EFL teachers' physical activity, emotion regulation strategies, and competence for online teaching. RESULTS: Structural equation modeling revealed significant direct and indirect effects, indicating that physical activity positively influences emotion regulation, which, in turn, enhances teachers' competence for online instruction. Furthermore, emotion regulation was found to mediate the relationship between physical activity and online teaching competence. CONCLUSIONS: These findings underscore the importance of promoting physical activity among EFL teachers as a means to enhance their emotion regulation skills and competence for online teaching, particularly in the context of the COVID-19 pandemic. IMPLICATIONS: The study highlights the need for targeted interventions aimed at supporting EFL teachers' well-being and professional development, with implications for educational policies, teacher training programs, and institutional support structures in the digital learning landscape.


Subject(s)
COVID-19 , Education, Distance , Emotional Regulation , Exercise , Humans , Male , Female , Adult , COVID-19/psychology , Exercise/psychology , Professional Competence , Models, Structural , Multilingualism , School Teachers/psychology , Middle Aged , SARS-CoV-2
9.
Sci Rep ; 14(1): 10382, 2024 05 06.
Article in English | MEDLINE | ID: mdl-38710728

ABSTRACT

In recent years, the proliferation of Massive Open Online Courses (MOOC) platforms on a global scale has been remarkable. Learners can now meet their learning demands with the help of MOOC. However, learners might not understand the course material well if they have access to a lot of information due to their inadequate expertise and cognitive ability. Personalized Recommender Systems (RSs), a cutting-edge technology, can assist in addressing this issue. It greatly increases resource acquisition through personalized availability for various people of all ages. Intelligent learning methods, such as machine learning and Reinforcement Learning (RL) can be used in RS challenges. However, machine learning needs supervised data and classical RL is not suitable for multi-task recommendations in online learning platforms. To address these challenges, the proposed framework integrates a Deep Reinforcement Learning (DRL) and multi-agent approach. This adaptive system personalizes the learning experience by considering key factors such as learner sentiments, learning style, preferences, competency, and adaptive difficulty levels. We formulate the interactive RS problem using a DRL-based Actor-Critic model named DRR, treating recommendations as a sequential decision-making process. The DRR enables the system to provide top-N course recommendations and personalized learning paths, enriching the student's experience. Extensive experiments on a MOOC dataset such as the 100 K Coursera course review validate the proposed DRR model, demonstrating its superiority over baseline models in major evaluation metrics for long-term recommendations. The outcomes of this research contribute to the field of e-learning technology, guiding the design and implementation of course RSs, to facilitate personalized and relevant recommendations for online learning students.


Subject(s)
Education, Distance , Humans , Education, Distance/methods , Learning , Machine Learning
10.
ScientificWorldJournal ; 2024: 5387908, 2024.
Article in English | MEDLINE | ID: mdl-38689662

ABSTRACT

Background: After the COVID-19 pandemic, the online style of instruction started to replace the traditional style in Jordan. Aims: This study aims to (1) assess the nursing students' perceived obstacles to online learning in Jordan; (2) explore significant relationships between participants' characteristics and their perceived obstacles; and (3) assess for significant differences in the perceived obstacles based on participants' characteristics. Methods: A cross-sectional, descriptive design was utilized in this study. A convenient sample of 325 nursing students responded to a self-reported questionnaire utilizing Google Forms. Both descriptive and inferential statistics were used to analyze the dataset using the SPSS software. Results: The mean scores of the obstacles to online learning were 2.94 (SD = 0.95) for the academic obstacles subscale, 2.90 (SD = 0.83) for the technological obstacles subscale, and 3.25 (SD = 1.00) for the administrative obstacles subscale. Significant associations were found between participants' characteristics and perceived obstacles to online learning. For instance, the type of university was significantly associated with academic (r = -0.32, p < 0.01), technological (r = -0.21, p < 0.01), and administrative obstacles (r = -0.32, p < 0.01). Furthermore, significant differences were found in the perceived obstacles based on the participants' demographic and studentship-related characteristics. Conclusions: According to their perceptions of online learning, nursing students in Jordan face three types of obstacles: academic, technical, and administrative. Decision-makers should intervene to enhance the online learning experience by overcoming the reported obstacles.


Subject(s)
COVID-19 , Education, Distance , Students, Nursing , Humans , Students, Nursing/psychology , COVID-19/epidemiology , COVID-19/psychology , Education, Distance/methods , Jordan/epidemiology , Female , Male , Cross-Sectional Studies , Surveys and Questionnaires , Adult , Young Adult , Pandemics , SARS-CoV-2
11.
Article in Spanish | PAHO-IRIS | ID: phr-59391

ABSTRACT

[RESUMEN]. La formación de recursos humanos en salud es una preocupación recurrente. El Campus Virtual de Salud Pública (CVSP) es la plataforma educativa de la Organización Panamericana de Salud (OPS) que busca mejorar la accesibilidad a la educación en salud pública, con énfasis en la formación en liderazgo educativo orientado a planificar, implementar y evaluar políticas y acciones educativas. El objetivo de este trabajo es presentar los resultados de una consulta a personas expertas sobre el curso virtual “Liderazgo para la Gestión Educativa en Organizaciones de Salud”, como parte de una estrategia de fortalecimiento de las capacidades de liderazgo para la gestión educativa en las Américas propuesta por el CVPS/OPS. Se realizó un estudio cualitativo de investigación-acción, con una metodología Delphi de dos iteraciones de consultas, una virtual y una presencial, a expertos en gestión educativa en organizaciones de salud. Los resultados muestran la relevancia que adquieren ocho dimensiones de análisis: el perfil de los destinata- rios, las competencias, el enfoque y los contenidos, las actividades, la evaluación del y para el aprendizaje, la adaptabilidad, la implementación y el seguimiento durante y poscurso. La participación de actores de diferentes ámbitos geopolíticos en el diseño e implementación de una propuesta educativa regional promueve la transformación del contexto de aplicación y mejora su potencial adopción. Se destaca el lugar estratégico del curso como catalizador en la conformación y la consolidación de una red integrada de organizaciones para fortalecer el liderazgo educativo en las Américas, y la conveniencia de la estrategia metodológica empleada para mejorar la calidad de la formación de recursos humanos en salud.


[ABSTRACT]. The training of human resources for health (HRH) is a recurring concern. The Virtual Campus for Public Health (VCPH) – the educational platform of the Pan American Health Organization (PAHO) – seeks to improve access to public health education, emphasizing leadership training for teams that plan, implement, and evaluate poli- cies and educational initiatives. The objective of this work is to present the results of a consultation with experts on the virtual course “Leader- ship for Educational Management in Health Organizations”, as part of a PAHO/VCPH strategy to strengthen leadership capacities for educational management in the Americas. A qualitative action-research study was carried out using the Delphi method with two iterations of consultations (one virtual and one in person) with experts in educational management in health organizations. The results show the importance of eight dimensions of analysis: recipient profiles, competencies, approach and contents, activities, evaluation of and for learning, adaptability, implementation, and monitoring during and after the course. The participation of actors from different geopolitical spheres in the design and implementation of a regional educational initiative fosters adaptations in the context of its implementation and improves the likelihood it will be adopted. This course can play a strategic role as a catalyst in the formation and consolidation of an integra- ted network of organizations that strengthen educational leadership in the Americas. This study also highlights the value of the methodological strategy used to improve the quality of HRH training.


[RESUMO]. A formação de recursos humanos em saúde é uma preocupação recorrente. O Campus Virtual de Saúde Pública (CVSP) é a plataforma educacional da Organização Pan-Americana da Saúde (OPAS), que busca melhorar a acessibilidade à educação em saúde pública, com ênfase na formação de lideranças educacio- nais voltadas para o planejamento, a implementação e a avaliação de políticas e ações educacionais. O objetivo deste documento é apresentar os resultados de uma consulta com especialistas sobre o curso virtual “Liderazgo para la Gestión Educativa en Organizaciones de Salud” [Liderança para a Gestão Edu- cacional em Organizações de Saúde], como parte de uma estratégia para fortalecer as capacidades de liderança para gestão educacional na Região das Américas proposta pelo CVPS/OPAS. Foi realizado um estudo qualitativo de pesquisa-ação utilizando o método Delphi com duas rodadas de con- sultas, uma virtual e outra presencial, a especialistas em gestão educacional em organizações de saúde. Os resultados mostram a relevância de oito dimensões de análise: perfil do público-alvo; competências; abordagem e conteúdo; atividades; avaliação de e para as aprendizagens; adaptabilidade; implementação; e acompanhamento durante e após o curso. A participação de atores de diferentes esferas geopolíticas no delineamento e na implementação de uma proposta educacional regional promove a transformação do contexto de aplicação e aumenta seu potencial de adoção. Destaca-se o posicionamento estratégico do curso como catalisador na criação e consolidação de uma rede integrada de organizações para fortalecer a liderança educacional na Região das Américas e a adequação da estratégia metodológica empregada para melhorar a qualidade da formação de recursos humanos em saúde.


Subject(s)
Health Human Resource Training , Education, Distance , Leadership and Governance Capacity , Delphi Technique , Technical Cooperation , Americas , Health Human Resource Training , Education, Distance , Leadership and Governance Capacity , Delphi Technique , Technical Cooperation , Americas , Health Human Resource Training , Education, Distance , Leadership and Governance Capacity , Technical Cooperation
12.
PLoS One ; 19(4): e0301349, 2024.
Article in English | MEDLINE | ID: mdl-38630729

ABSTRACT

The short-term prediction of single well production can provide direct data support for timely guiding the optimization and adjustment of oil well production parameters and studying and judging oil well production conditions. In view of the coupling effect of complex factors on the daily output of a single well, a short-term prediction method based on a multi-agent hybrid model is proposed, and a short-term prediction process of single well output is constructed. First, CEEMDAN method is used to decompose and reconstruct the original data set, and the sliding window method is used to compose the data set with the obtained components. Features of components by decomposition are described as feature vectors based on values of fuzzy entropy and autocorrelation coefficient, through which those components are divided into two groups using cluster algorithm for prediction with two sub models. Optimized online sequential extreme learning machine and the deep learning model based on encoder-decoder structure using self-attention are developed as sub models to predict the grouped data, and the final predicted production comes from the sum of prediction values by sub models. The validity of this method for short-term production prediction of single well daily oil production is verified. The statistical value of data deviation and statistical test methods are introduced as the basis for comparative evaluation, and comparative models are used as the reference model to evaluate the prediction effect of the above multi-agent hybrid model. Results indicated that the proposed hybrid model has performed better with MAE value of 0.0935, 0.0694 and 0.0593 in three cases, respectively. By comparison, the short-term prediction method of single well production based on multi-agent hybrid model has considerably improved the statistical value of prediction deviation of selected oil well data in different periods. Through statistical test, the multi-agent hybrid model is superior to the comparative models. Therefore, the short-term prediction method of single well production based on a multi-agent hybrid model can effectively optimize oilfield production parameters and study and judge oil well production conditions.


Subject(s)
Algorithms , Education, Distance , Entropy , Intelligence , Forecasting
13.
J Psycholinguist Res ; 53(3): 41, 2024 Apr 28.
Article in English | MEDLINE | ID: mdl-38678498

ABSTRACT

The outbreak of Covid-19 has led to the need for institutions to provide online learning to their students. In this context, it is important to understand the views of both students and teachers regarding online classes. This study aims to explore the opinions of English teachers and students in vocational colleges in China about online English learning. A convenience sampling technique was used in the study. Data was collected using a questionnaire survey from the respondents. Data were analyzed using SPSS statistical software. Focused on the perceptions of English teachers and students in vocational colleges about online English learning. The results of the study revealed negative perceptions of both students and teachers about vocational English education in an online learning environment. This study highlights the importance of addressing both teachers' and students' negative feelings about online learning. The findings of this study are useful for educators and academic departments in improving the online learning experience for vocational students. It also emphasizes the need for effective implementation of ICT modules to improve the quality of online education. The study suggested that ICT modules should be implemented in various media platforms and applications to improve the quality of online learning by academic departments. Overall, this study emphasizes the importance of understanding stakeholder perceptions in online learning environments and provides insights for improving the quality of online education.


Subject(s)
COVID-19 , Education, Distance , Students , Humans , Education, Distance/methods , China , Male , Surveys and Questionnaires , Students/psychology , Female , Adult , Young Adult , Vocational Education
14.
Arch. prev. riesgos labor. (Ed. impr.) ; 27(2): 125-139, Abr. 2024. tab, graf
Article in Spanish | IBECS | ID: ibc-232635

ABSTRACT

Introducción: El personal administrativo es un colectivo esencial. El objetivo de este estudio es analizar el impacto formativo de un curso online básico sobre seguridad del paciente para administrativos. Método: Estudio cuasi experimental antes/después en una población de 170 administrativos/as que prestaban sus servicios en los centros de la Mutua Colaboradora con la Seguridad Social MC Mutual y que realizaron un curso de seguridad del paciente. Se evaluaron los conocimientos adquiridos mediante una prueba al inicio (P1) y al final del curso (P2). Además, se eligió una muestra de conveniencia de 42 administrativos/as para evaluar sus conocimientos mediante entrevista, previos (E1) y posteriores (E2) al curso, y a los 6 meses (E3).Resultados: De los 170 administrativos/as participantes en el curso, 167 (98,2%) completaron la prueba al inicio y final, con puntuaciones medias que incrementaron de 5,7 (P1) a 7,3 (P2) (p<0,05). Aceptaron participar en las entrevistas 22 administrativos/as de una muestra de 42 (52,4%), y se consiguieron las tres entrevistas de 21 (E1), 22 (E2) y 19 (E3) administrativos/as, cuyas puntuaciones medias incrementaron desde 5,9 (E1) a 7,2 (E2) y 7,5 (E3) (p<0,05). Conclusiones: Los resultados sugieren que el curso de formación fue efectivo. La evaluación mediante la entrevista a los seis meses del curso indica un probable efecto a medio-largo plazo. La implicación de los/as profesionales administrativos/as en la atención a los usuarios de la Mutua es clave. La evaluación del impacto de una intervención es esencial para informar sobre su efectividad y orientar su planificación.(AU)


Introduction: Clerical staff are an essential part of the healthcare team, as they provide administrative and organizational support to healthcare institutions. The aim of this study is to determine the impact of a basic one-hour online training course on patient safety for these staff.Method: A quasi-experimental pre/post study carried out in a population of 170 administra-tive staff working in the centers of an Occupational Mutual Insurance Company (MC Mutu-al) who completed the patient safety training. A convenience sample of 22 administrative professionals, who agreed to participate, was chosen from this population, which made it possible to test their knowledge before and after the course, by examination (P1, P2) and interview, immediately after the course and at 6 months (E1, E2, E3).Results: Of the 170 professionals participating in the course, 167 (98.2%) completed the initial test and the post-test, with mean scores increasing from 5.7 (P1) to 7.3 (P2) (p<0.05). A total of 22 out of a sample of 42 (52.4%) agreed to participate in the interviews and all three interviews were completed by 21 (E1), 22 (E2) and 19 (E3) professionals, whose mean scores increased from 5.9 (E1) to 7.2 (E2) and 7.5 (E3) (p<0.05) Conclusions: The results suggest that the training course was effective. The evaluation by interview 6 months after the course indicates a likely medium to long term effect. The involvement of administrative professionals in the company ́s patient care is key. Evaluating the impact of an intervention is essential to inform its effectiveness and guide its plannin.(AU)


Subject(s)
Humans , Male , Female , Occupational Health , Administrative Personnel/education , Education, Distance , Training Courses , Patient Safety , Education, Continuing
15.
Rev. Fund. Educ. Méd. (Ed. impr.) ; 27(2): 63-69, Abr. 2024. ilus, tab
Article in Spanish | IBECS | ID: ibc-VR-23

ABSTRACT

Introducción: La asignatura de Preclínico y Rehabilitación de la licenciatura de Odontología de la Universidad San Sebastián (Chile) prepara a los estudiantes para el desarrollo de habilidades prácticas que permiten el trabajo clínico con pacientes. En el año académico 2020-2021, posterior a la cuarentena por COVID-19, se mantuvo el curso en un entorno de aprendizaje en línea y con carácter semipresencial, apoyándose en un enfoque de aula invertida incorporando la estrategia blended-learning (B-learning). Objetivo: Evaluar la satisfacción del estudiantado con respecto a las actividades prácticas en modalidad B-learning.Materiales y métodos. Se realizó un estudio descriptivo-observacional. Se analizó el programa de la asignatura para desarrollar diversos recursos que se alojaron en una plataforma learning management system para efectuar una metodología de aula invertida. En 2022 se aplicó un instrumento en línea a 143 estudiantes con 18 ítems, en los que se usó una escala de tipo Likert para valorar su satisfacción en relación con la modalidad B-learning utilizada en la asignatura de Preclínico y Rehabilitación. Resultados: De 143 estudiantes inscritos en el curso 2021, contestaron 77. Se evidenció una buena consistencia internadel instrumento a través de un análisis del alfa de Cronbach (0,9). Para la subdimensión satisfacción con el aprendizaje se obtuvo una alta satisfacción, un 82,56%; un 86,75% en el ámbito de las metodologías y recursos; y un 94,38% para elproceso docente. Conclusiones: La modalidad B-learning se consideró satisfactoria para el estudiantado. El instrumento utilizado mostróuna buena consistencia interna, lo que permite retroalimentar procesos educativos.(AU)


Introduction: The Preclinical and Rehabilitation course in the Dentistry Degree at the University San Sebastian in Chile, prepares students for the development of practical skills essential for clinical work with patients. In the academic year 2020-2021, following the COVID-19 quarantine, the course was conducted in a blended learning environment, combining online and semi-presential aspects, employing a flipped classroom approach with the integration of blended learning (B-learning) strategy. Objective: To assess student satisfaction regarding practical activities in the B-learning mode.Materials and methods. A descriptive-observational study was conducted. The course program was analyzed to develop various resources hosted on a learning management system platform to implement a flipped classroom methodology. In 2022, an online instrument with 18 items, using a Likert scale, was administered to 143 students to assess their satisfaction with the B-learning mode in the Preclinical and Rehabilitation course. Results: Out of 143 enrolled students in the 2021 academic year, 77 responded. The instrument showed good internal consistency through Cronbach’s alpha analysis (0.9). For the satisfaction with learning sub-dimension, high satisfaction rates were obtained (82.56%), 86.75% for methodologies and resources, and 94.38% for the teaching process. Conclusions: The B-learning mode was considered satisfactory for the students. The instrument used demonstrated good internal consistency, providing feedback for educational processes.(AU)


Subject(s)
Humans , Male , Female , Education, Medical , Students, Dental , Education, Dental , Education, Distance , Medical Informatics Applications , Epidemiology, Descriptive , Chile , Learning
16.
BMC Med Educ ; 24(1): 406, 2024 Apr 12.
Article in English | MEDLINE | ID: mdl-38610008

ABSTRACT

PURPOSE: To address a gap in radiation oncology education in low- and middle-income countries (LMICs), we sought to evaluate the effectiveness and generalizability of a refined curriculum on intensity modulated radiotherapy (IMRT) offered to existing radiation therapy (RT) clinics across Africa and Latin America (LATAM) at no cost. METHODS: A curriculum was created based on prior needs assessments and adapted for participating medical physicists, radiation oncologists, radiation therapists, and trainees in LMICs. English-speaking and Spanish-speaking teams of volunteer educators delivered 27 hour-long sessions 1-2 times weekly for 4 months using video conferencing to African and LATAM cohorts, respectively. Pre- and post-course multiple-choice examinations were administered to LATAM participants, and pre- and post-course self-confidence (1-5 Likert-scale) and open-ended feedback were collected from all participants. RESULTS: Twenty-five centers across Africa (13) and LATAM (12) participated, yielding a total of 332 enrolled participants (128 African, 204 LATAM). Sessions were delivered with a mean of 44 (22.5) and 85 (25.4) participants in the African and LATAM programs, respectively. Paired pre and post-course data demonstrated significant (p < 0.001) improvement in knowledge from 47.9 to 89.6% and self-confidence across four domains including foundations (+ 1.1), commissioning (+ 1.3), contouring (+ 1.7), and treatment planning (+ 1.0). Attendance was a significant predictor of change in self-confidence in "high attendance" participants only, suggesting a threshold effect. Qualitative data demonstrates that participants look forward to applying their knowledge in the clinical setting. CONCLUSION: A specialized radiation oncology curriculum adapted for LMIC audiences was effective for both African and LATAM participants. Participant feedback suggests that the refined IMRT course empowered clinics with knowledge and confidence to help train others. This feasible "Hub and Spokes" approach in which a distance-learning course establishes a hub to be leveraged by spokes (learners) may be generalizable to others aiming to reduce global health care disparities through training efforts.


Subject(s)
Curriculum , Education, Distance , Humans , Educational Status , Needs Assessment , Physical Examination
17.
Innovations (Phila) ; 19(2): 169-174, 2024.
Article in English | MEDLINE | ID: mdl-38576087

ABSTRACT

OBJECTIVE: The aim of this study was to validate and assess the feasibility and impact of telesimulation training on surgical skills using a portable mitral valve telesimulator. METHODS: A telesimulation course composed of 3 online modules was designed based on backwards chaining, preassessment and postassessment, performance feedback, hands-on training on a telesimulator, and the theoretical content. A fully 3-dimensional-printed and transportable telesimulator was developed and sent out to the participants with instruments that were needed. Feedback about the platform was obtained from participants to validate its value as a training tool. Theoretical and technical assessments were carried out before and after the course. Technical assessments were based on the accuracy and time taken to place sutures at the anterior and posterior mitral annulus. RESULTS: In total, 11 practicing cardiac surgeons from Oceania, Asia, Europe, and North America completed the course. Theoretical preassessment and postassessment showed that participants scored significantly higher on postassessment (mean 87.5% vs 68.1%, P < 0.004). The participant evaluation scores of the simulator as a tool for endoscopic mitral valve surgery was 4 to 5 out of 5. There was a significant improvement in the speed (median 14.5 vs 39.5 s, P < 0.005) and the accuracy to place sutures in the mitral valve annulus following course completion (P < 0.001). CONCLUSIONS: Here we validated the educational value of a novel telesimulation platform and validated the feasibility to teach participants at a distance the knowledge and skills for endoscopic mitral valve surgery. Future studies will be required to validate the improvement in skills during surgery.


Subject(s)
Clinical Competence , Endoscopy , Mitral Valve , Humans , Mitral Valve/surgery , Endoscopy/education , Endoscopy/methods , Education, Distance/methods , Feasibility Studies , Cardiac Surgical Procedures/education , Cardiac Surgical Procedures/methods , Simulation Training/methods
18.
HNO ; 72(5): 350-356, 2024 May.
Article in German | MEDLINE | ID: mdl-38587663

ABSTRACT

OBJECTIVE: During the COVID-19 pandemic, a particular challenge in the transition to digital teaching was to teach practical skills such as sonography of the head and neck online. The aim of this study was to validate the digital sonography course for medical students established at the Freiburg University Hospital ENT Department. METHODS: Participants were 178 students of human medicine. The study group simulated the sonography examination at home with a dummy transducer using the Peyton method under the guidance of a tutor via video seminar. In a subsequent learning success check, the results of the students in the online course were compared with those of the control group, who learned sonography in the classroom. RESULTS: Students of the online course achieved comparable results to the classroom group. CONCLUSION: This study shows that practical skills which require extensive equipment such as a sonography machine can be taught to a certain extent digitally or at least in a hybrid form.


Subject(s)
COVID-19 , Clinical Competence , Computer-Assisted Instruction , Ultrasonography , COVID-19/diagnostic imaging , Humans , Germany , Computer-Assisted Instruction/methods , Curriculum , Education, Distance/methods , Male , Female , Educational Measurement , Otolaryngology/education , SARS-CoV-2 , Adult
19.
HNO ; 72(5): 334-340, 2024 May.
Article in German | MEDLINE | ID: mdl-38597969

ABSTRACT

BACKGROUND: Communication skills are among the most important key qualifications of the medical profession. To what extent these can also be acquired online in medical education in otolaryngology is investigated in this study. OBJECTIVE: A voluntary online training for the teaching of communication skills was compared with a corresponding face-to-face format. The question of the extent to which acceptance of the two formats and students' self-assessment of their communicative skills differed was investigated. MATERIALS AND METHODS: In the online training, students were prepared for the topic asynchronously via a video. Thereafter, they were able to conduct consultations with simulation patients online and synchronously. The face-to-face training was comparable in structure and duration and took place in an earlier semester. The acceptance of both seminars was assessed by a questionnaire with 19 items on a five-point Likert scale. Self-assessment of communication skills was measured by a 10-cm visual analog scale pre/post with 16 items. RESULTS: Both formats achieved high acceptance with an average score (M) of 2.08 (standard deviation, SD = 0.54) for the online format and M = 1.97 (SD = 0.48) for the face-to-face event. Students' self-assessments of communication skills showed a twofold increase in the online group (M = 1.54, SD = 0.94) compared to the face-to-face group (M = 0.75, SD = 0.87). CONCLUSION: This study shows that teaching communication skills in the online format was well accepted and resulted in significant changes in students' self-assessment of communication skills.


Subject(s)
Communication , Computer-Assisted Instruction , Curriculum , Otolaryngology , Otolaryngology/education , Germany , Computer-Assisted Instruction/methods , Humans , Education, Distance/methods , Educational Measurement , Male , Female , Physician-Patient Relations
20.
PLoS One ; 19(4): e0301932, 2024.
Article in English | MEDLINE | ID: mdl-38626101

ABSTRACT

It is widely accepted that cognitive load plays a crucial role in online learning. However, despite neurodevelopmental conditions being the largest category of qualifying disabilities in education, and the rise of online learning, there is little understanding of the factors impacting cognitive load in online learning for neurodivergent students and how these factors differ from those affecting neurotypical students. This study used qualitative comparison groups with neurotypical and neurodivergent students to examine their experiences of cognitive load in online learning. A sample of 26 university students (14 neurotypical and 12 neurodivergent) participated in focus group discussions. While neurodivergent students reported many similar experiences of cognitive load in online learning compared to their neurotypical peers-such as confusion in navigating the content and technical issues-some difficulties were more present for neurodivergent students-such as transcripts including mistakes and inaccessible content presentation-creating additional barriers in effectively engaging with the educational content. The results suggest that neurotypical and neurodivergent students experience similar challenges, albeit to differing degrees of intensity, and that more research is needed to explore the relationship between neurodiversity and cognitive load in online learning.


Subject(s)
Education, Distance , Humans , Focus Groups , Education, Distance/methods , Students/psychology , Peer Group , Cognition
SELECTION OF CITATIONS
SEARCH DETAIL
...