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Sen S, Sharma BK, Saxena MJ. Examining the role of perceived stress on learning satisfaction under the influence of academic burnout in the post-COVID world. JOURNAL OF EDUCATION AND HEALTH PROMOTION 2023; 12:353. [PMID: 38144019 PMCID: PMC10743843 DOI: 10.4103/jehp.jehp_1599_22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 02/09/2023] [Indexed: 12/26/2023]
Abstract
BACKGROUND In the last two years, due to the impact of COVID-19, students were forced to continue their education online because the government imposed restrictions to limit the spread of the virus. However, with the resumption of offline classes, the students seem to be suffering more from stress and isolation as they must face the challenges of the real world, which are quite different from the virtual one to which they have become accustomed. In this study, the effect of stress on students leading to their academic burnout and the influence of burnout on their learning satisfaction was studied. MATERIALS AND METHODS The data were collected from 343 students of final year postgraduation courses in business management studies in India. The collected data were subject to analysis using PLS-SEM through SmartPLS 4.0 software. RESULT The results of the study state that the perceived stress significantly increases cynicism, and exhaustion with a coefficient value of 0.481 each and decreases self-efficacy with - 0.03. Additionally, exhaustion acts as a mediator that decreases the effect of perceived stress over learning satisfaction with a positive indirect effect of 0.176. CONCLUSION The study concludes that not all types of stress are bad for students; hence, increasing perceived stress leads to increased learning satisfaction. Whereas, in the presence of burnout factors, such as exhaustion and cynicism, learning satisfaction decrease. However, self-inefficacy, one of the factors under burnout, doesn't show any effect on learning satisfaction. The present study is widely applicable to industry and academia to deal with burnout to improve students learning satisfaction.
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Affiliation(s)
- Sujoy Sen
- Department of Management, Symbiosis Institute of Business Management, Pune, Maharashtra, India
| | | | - Madhukar J. Saxena
- Institute of Professional Education and Research (IPER), Bhopal, Madhya Pradesh, India
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Sánchez-Martí A, Ciraso-Calí A, Fernández-Sequi H, Pineda-Herrero P. The school-life balance effect on acquiring cross-disciplinary competences in VET: disruption or continuity during COVID-19? VOCATIONS AND LEARNING 2023; 16:207-226. [PMID: 37266030 PMCID: PMC10009834 DOI: 10.1007/s12186-023-09314-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Accepted: 02/04/2023] [Indexed: 06/03/2023]
Abstract
Considering that teleworking and online training are on the rise following the pandemic, studying how school-life balance affects the development of VET competences in online learning during COVID-19 can provide relevant information to enhance educational equity in the future. A longitudinal study was conducted employing an on-line questionnaire to meet the following aims: to explore the development of cross-disciplinary competences in VET during COVID-19; to identify different students' profiles according to their school-life balance during the pandemic; and, to analyse whether the school-life balance was affecting competency development and propose improvements to training as a result. Results show that cross-disciplinary competences did not undergo important changes between the pre-pandemic scenario and during it, except for a decrease in metacognitive self-regulation. Similarly, most students reported having spent the same time studying before and during the pandemic. However, three main profiles of students are revealed, highlighting certain school-life imbalances. While all agree that remote teaching was critical in coping with the situation, differences were found by age and gender, with some participants experiencing more challenging situations. These results provide a fertile context for VET designers and teachers to generate new learning scenarios that meet all students' potential needs. Supplementary Information The online version contains supplementary material available at 10.1007/s12186-023-09314-1.
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Affiliation(s)
- Angelina Sánchez-Martí
- Department of Applied Pedagogy, Serra Húnter Fellow, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Anna Ciraso-Calí
- Department of Applied Pedagogy, Universitat Autònoma de Barcelona, Barcelona, Spain
| | - Héctor Fernández-Sequi
- Secondary Education Teacher of the Department of Education, Generalitat de Catalunya, Barcelona, Spain
| | - Pilar Pineda-Herrero
- Department of Theories of Education and Social Pedagogy, Universitat Autònoma de Barcelona, Barcelona, Spain
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Koh JHL, Daniel BK. Shifting online during COVID-19: A systematic review of teaching and learning strategies and their outcomes. INTERNATIONAL JOURNAL OF EDUCATIONAL TECHNOLOGY IN HIGHER EDUCATION 2022; 19:56. [PMID: 36404984 PMCID: PMC9643977 DOI: 10.1186/s41239-022-00361-7] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2022] [Accepted: 08/12/2022] [Indexed: 06/01/2023]
Abstract
This systematic literature review of 36 peer-reviewed empirical articles outlines eight strategies used by higher education lecturers and students to maintain educational continuity during the COVID-19 pandemic since January 2020. The findings show that students' online access and positive coping strategies could not eradicate their infrastructure and home environment challenges. Lecturers' learning access equity strategies made learning resources available asynchronously, but having access did not imply that students could effectively self-direct learning. Lecturers designed classroom replication, online practical skills training, online assessment integrity, and student engagement strategies to boost online learning quality, but students who used ineffective online participation strategies had poor engagement. These findings indicate that lecturers and students need to develop more dexterity for adapting and manoeuvring their online strategies across different online teaching and learning modalities. How these online competencies could be developed in higher education are discussed.
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Affiliation(s)
- Joyce Hwee Ling Koh
- Higher Education Development Centre, University of Otago, 65-75 Union Place West, PO Box 56, Dunedin, 9054 New Zealand
| | - Ben Kei Daniel
- Higher Education Development Centre, University of Otago, 65-75 Union Place West, PO Box 56, Dunedin, 9054 New Zealand
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Advantages and Disadvantages of E-Learning Innovations during COVID-19 Pandemic in Higher Education in Poland. JOURNAL OF OPEN INNOVATION: TECHNOLOGY, MARKET, AND COMPLEXITY 2022; 8:159. [PMCID: PMC9800901 DOI: 10.3390/joitmc8030159] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Indexed: 12/31/2023]
Abstract
The paper presents the results of the research on the advantages and disadvantages of innovative e-learning during the COVID-19 pandemic in higher education. In the first stage, an internet questionnaire was used for the study. The research was carried out in Poland on a sample of 621 students. The results allowed the researchers to determine variables that are important for the proper implementation of innovative e-learning, and the emergent perspectives for this form of education after the end of the COVID-19 pandemic. Among the most significant disadvantages, there was a lack of direct contact with colleagues, difficulties with teaching practical subjects, lack of direct contact with the teacher, and too much time spent in front of a computer/telephone or other mobile device. The most important correlations included the following: students satisfied with e-learning assess the advantages highly and the disadvantages lower; all the advantages of innovative e-learning are positively correlated with the student’s assessment of the ease of acquiring content in e-learning, and negatively correlated with the student’s assessment of the ease of acquiring content in traditional education; the easier the student assimilates innovative e-learning content, the higher the student’s evaluation of the advantages of e-learning; students who perceive e-learning content as difficult to absorb have low motivation to learn remotely; the better the student knows information technology, the more highly the student evaluates the advantages of innovative e-learning; the better resources to participate in e-learning activities the student has, the higher the student’s evaluation of the advantages of e-learning; the more often innovative e-learning solutions are used in a given university, the better the student assesses the advantages of e-learning.
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Yu H, Peng H, Lowie WM. Dynamics of Language Learning Motivation and Emotions: A Parallel-Process Growth Mixture Modeling Approach. Front Psychol 2022; 13:899400. [PMID: 35800938 PMCID: PMC9253624 DOI: 10.3389/fpsyg.2022.899400] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2022] [Accepted: 05/20/2022] [Indexed: 11/13/2022] Open
Abstract
The present study adopted a novel parallel-process growth mixture modeling (GMM) technique to research the adaptive interaction between foreign language learners’ learning motivation and emotions, with a view to advancing our understanding of how language learning motivation and emotions (enjoyment and anxiety) adaptively interact with each other over time. The present study, situated in the Chinese English as a foreign language (EFL) learning context, collected learning motivation and emotion data from 176 Chinese EFL learners over a period of two semesters (12 months). The GMM technique adopted in the study identified three developmental profiles of motivation and two of emotions, respectively. The study further distilled salient patterns of motivation–emotion interaction over time, patterns significant for designing and implementing pedagogical interventions for motivation enhancement. The parallel-process GMM technique was also proven to be a useful approach to parsing learner variety and learning heterogeneity, efficiently summarizing the complex, dynamic processes of motivation and emotion development.
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Affiliation(s)
- Hanjing Yu
- School of Foreign Language, Dalian University of Technology, Dalian, China
| | - Hongying Peng
- Center for Linguistics and Applied Linguistics, Guangdong University of Foreign Studies, Guangzhou, China
- *Correspondence: Hongying Peng,
| | - Wander M. Lowie
- Department of Applied Linguistics, University of Groningen, Groningen, Netherlands
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Influence of COVID-19 Pandemic on Dissemination of Innovative E-Learning Tools in Higher Education in Poland. JOURNAL OF OPEN INNOVATION: TECHNOLOGY, MARKET, AND COMPLEXITY 2022; 8:89. [PMCID: PMC10035127 DOI: 10.3390/joitmc8020089] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Indexed: 06/02/2023]
Abstract
The paper presents the results of the research on the influence of the COVID-19 pandemic on the dissemination of innovative e-learning tools in higher education. Research was carried out in Poland in December 2021 on a sample of 621 students. The main issue that was the subject of the author’s analysis was the influence of the COVID-19 pandemic on the change in the use of innovative e-learning tools in university education. After conducting the research and discussing this and related research about e-learning during the pandemic, it was concluded that the percentage of students familiar with the analyzed e-learning tools has increased significantly during the pandemic. There has been a visible rise, especially in the usage of the following tools: MS Teams, Zoom, and Google Classroom. The most frequently used e-learning tools during the COVID-19 pandemic have been mainly videoconferencing tools such as MS Teams and Zoom. However, students also have used e-learning platforms and e-mails. The author’s research identified three hidden factors (categories) of the used e-learning tools. They include the following categories: popular services and applications adapted to e-learning; popular applications for synchronous meetings adapted to e-learning; and other synchronous and asynchronous e-learning methods. The familiarity with information technology, as well as an interest in innovative e-learning tools, have positive influence on the ease of acquiring content in e-learning. Having the proper resources also positively influences the absorption of e-learning content. On the basis of the achieved results, the authors prepared a model of relations between students’ interest in innovative e-learning technology and the resources they possess to participate in e-learning classes. This model enables us to assess which method—e-learning, traditional or hybrid—should be used in the given situation. The developed model can be useful for universities. They can assess the students’ interest in innovative e-learning technologies and their level of technical resources using questionnaires and on this basis divide students into groups to prepare the optimal learning way—e-learning, traditional or hybrid.
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Tri Sakti AM, Mohd Ajis SZ, Azlan AA, Kim HJ, Wong E, Mohamad E. Impact of COVID-19 on School Populations and Associated Factors: A Systematic Review. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:4024. [PMID: 35409707 PMCID: PMC8997877 DOI: 10.3390/ijerph19074024] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Revised: 03/09/2022] [Accepted: 03/09/2022] [Indexed: 12/19/2022]
Abstract
Apart from the severe impact on public health and well-being, the chain effect resulting from the COVID-19 health crisis is a profound disruption for various other sectors, notably in education. COVID-19 has driven massive transformation in many aspects of the educational landscape, particularly as teaching and learning shifted online due to school closure. Despite the many impacts of the health crises on school populations, a systematic review regarding this particular issue has yet to be conducted. This study, therefore, attempts to comprehensively review the impact of health crises on school populations (student, teacher, parent, and school administration). An extensive literature search guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) reporting checklist was performed in two selected databases, namely Web of Science (WoS) and Scopus to identify how this particular topic was previously studied. Exclusion and inclusion criteria were set to ensure that only research papers written in English from the year 2000 to the present (April 2021) were included. From a total of 457 studies screened, only 41 of them were deemed eligible to be included for qualitative synthesis. The findings revealed that the COVID-19 pandemic was the only health crisis discussed when it comes to investigating the impact of health crises on school populations. This study found four notable consequences of health crises on school populations, which are impacts on mental health, teaching and learning, quality of life, and physical health. Among factors associated with the impact of the health crises are; demographic factors, concerns about the pandemic, education-related factors, health-related factors, geographic factors, economic concerns, teaching challenges, and parenting in the pandemic. This study is expected to be a reference for future works in formulating crises mitigation strategies to reduce the impact of health crises on schools by exploring the contexts of the crises.
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Affiliation(s)
- Andi Muhammad Tri Sakti
- Centre for Research in Media and Communication, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
- UKM x UNICEF Communication for Development Centre in Health, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
- Faculty of Communication Science, Mercu Buana University, Jakarta 11650, Indonesia
| | - Siti Zaiton Mohd Ajis
- UKM x UNICEF Communication for Development Centre in Health, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
| | - Arina Anis Azlan
- Centre for Research in Media and Communication, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
- UKM x UNICEF Communication for Development Centre in Health, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
| | - Hyung Joon Kim
- UNICEF Malaysia Country Office, Putrajaya 62100, Malaysia
| | - Elizabeth Wong
- UNICEF Malaysia Country Office, Putrajaya 62100, Malaysia
| | - Emma Mohamad
- Centre for Research in Media and Communication, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
- UKM x UNICEF Communication for Development Centre in Health, Faculty of Social Sciences and Humanities, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia
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Hassan SUN, Algahtani FD, Atteya MR, Almishaal AA, Ahmed AA, Obeidat ST, Kamel RM, Mohamed RF. The Impact of Extended E-Learning on Emotional Well-Being of Students during the COVID-19 Pandemic in Saudi Arabia. CHILDREN (BASEL, SWITZERLAND) 2021; 9:children9010013. [PMID: 35053638 PMCID: PMC8774542 DOI: 10.3390/children9010013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 11/20/2021] [Revised: 12/16/2021] [Accepted: 12/17/2021] [Indexed: 12/13/2022]
Abstract
Educational institutions in Saudi Arabia extended e-learning until the third semester of the academic calendar to prevent the spread of COVID-19 infection and to achieve 70% inoculation for the Saudi population. This study assesses the impact of extended e-learning and other associated stressors on the emotional health of university students in Saudi Arabia. An online cross-sectional survey collected data between the months of January–March 2021. The emotional signs of stress were measured by using a subset of items from the COVID-19 Adolescent Symptom and Psychological Experience Questionnaire (CASPE). Data about demographic variables, educational characteristics and academic performance were also collected. A regression analysis was performed to determine predictors of emotional health. A total of 434 university students including females (63%) and males (37%) provided responses. One-third of students (33%) indicated that the COVID-19 pandemic and its resulting changes including online distance studies greatly influenced their daily lives in a negative way. The regression analysis demonstrated that female students and students with average academic performance had increased vulnerability to experience emotional signs of stress (p < 0.05). The factors ‘Not going to university’ and ‘Not having a routine life’ were significant predictors of stress responses (p < 0.01) and (p < 0.001) respectively. E-learning during the COVID-19 pandemic made it possible for students to complete their studies as per academic calendar; simultaneously, it increased the vulnerability to experience stress, particularly for female students and students with average academic performance. These findings imply that academic advising and counseling services should be more readily available during digital studies to support at risk students.
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Affiliation(s)
- Sehar-un-Nisa Hassan
- College of Public Health and Health Informatics, University of Ha’il, Ha’il 81451, Saudi Arabia
- Correspondence: (S.-u.-N.H.); (F.D.A.); Tel.: +966-55-762-92 (S.-u.-N.H.)
| | - Fahad D. Algahtani
- College of Public Health and Health Informatics, University of Ha’il, Ha’il 81451, Saudi Arabia
- Molecular Diagnostic & Personalized Therapeutic Unit, University of Ha’il, Ha’il 81451, Saudi Arabia
- Correspondence: (S.-u.-N.H.); (F.D.A.); Tel.: +966-55-762-92 (S.-u.-N.H.)
| | - Mohammad Raafat Atteya
- College of Applied Medical Sciences, University of Ha’il, Ha’il 81451, Saudi Arabia; (M.R.A.); (A.A.A.); (R.F.M.)
| | - Ali A. Almishaal
- College of Applied Medical Sciences, University of Ha’il, Ha’il 81451, Saudi Arabia; (M.R.A.); (A.A.A.); (R.F.M.)
| | - Ahmed A. Ahmed
- Department of Social Sciences, College of Arts, University of Ha’il, Ha’il 81451, Saudi Arabia;
- Department of Working with Individual and Families, Faculty of Social Work, Helwan University, Helwan 11795, Egypt
| | - Sofian T. Obeidat
- Department of Basic Sciences, Preparatory Year, University of Ha’il, Ha’il 81451, Saudi Arabia;
| | | | - Rania Fathy Mohamed
- College of Applied Medical Sciences, University of Ha’il, Ha’il 81451, Saudi Arabia; (M.R.A.); (A.A.A.); (R.F.M.)
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Flipped Learning in Engineering Modules Is More Than Watching Videos: The Development of Personal and Professional Skills. SUSTAINABILITY 2021. [DOI: 10.3390/su132112290] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
The Accreditation Board for Engineering and Technology (ABET) has highlighted two key outcomes for students of all accredited engineering programs: the ability to communicate effectively with a range of audiences and the capacity to acquire and apply new knowledge as needed, using appropriate learning strategies. Likewise, in recent years, written exams, assignments, and oral presentations show transmission-skill deficiencies among engineering students. Flipped teaching serves to boost students to meet these outcomes and other competencies: comprehension reading, communication skills, character building, collaborative work, critical thinking, or creativity. So, flipped learning is more than watching videos. This research proposes two evidence-based transferable learning strategies built on a flipped-teaching model and was applied by the authors in engineering courses during the second year of the global pandemic caused by COVID-19: problem-based learning and teamwork assignments. The study comprised two phases. First, a systematic review of reports, writings, and exams delivered by students. It included some video-watching analytics to detect misuse. In the second stage, the authors ascertained trends of these outcomes. Student perceptions and other achievement indicators illustrate the possibilities for encouraging learners to achieve transmission, communication, and literacy outcomes. Results indicate that these learner-centered approaches may help students learn better, comprehend, apply, and transmit knowledge. But they require an institutional commitment to implementing proactive instruction techniques that emphasize the importance of student communication skills.
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Assessment of Cognitive Student Engagement Using Heart Rate Data in Distance Learning during COVID-19. EDUCATION SCIENCES 2021. [DOI: 10.3390/educsci11090540] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/27/2022]
Abstract
Student engagement allows educational institutions to make better decisions regarding teaching methodologies, methods for evaluating the quality of education, and ways to provide timely feedback. Due to the COVID-19 pandemic, identifying cognitive student engagement in distance learning has been a challenge in higher education institutions. In this study, we implemented a non-self-report method assessing students’ heart rate data to identify the cognitive engagement during active learning activities. Additionally, as a supplementary tool, we applied a previously validated self-report method. This study was performed in distance learning lessons on a group of university students in Bogota, Colombia. After data analysis, we validated five hypotheses and compared the results from both methods. The results confirmed that the heart rate assessment had a statistically significant difference with respect to the baseline during active learning activities, and this variance could be positive or negative. In addition, the results show that if students are previously advised that they will have to develop an a new task after a passive learning activity (such as a video projection), their heart rate will tend to increase and consequently, their cognitive engagement will also increase. We expect this study to provide input for future research assessing student cognitive engagement using physiological parameters as a tool.
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A Framework of Implementing Strategies for Active Student Engagement in Remote/Online Teaching and Learning during the COVID-19 Pandemic. EDUCATION SCIENCES 2021. [DOI: 10.3390/educsci11090483] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The COVID-19 pandemic has caused a drastic shift of face-to-face teaching and learning to remote/online teaching and learning at all levels of education worldwide. Active student engagement is always a challenging task for educators regardless of the teaching modalities. The degree of challenge for active student engagement increases significantly in remote/online teaching and learning. This paper presents a framework that implements activities/strategies to ensure active student engagement in remote/online teaching and learning during this COVID-19 pandemic. The structure of the developed framework combines the balanced use of adjusted teaching pedagogy, educational technologies, and an e-learning management system. Teaching pedagogy involves various active learning techniques, synchronous teaching, asynchronous teaching, and segmentation. The educational technologies, such as Google Meet, Jamboard, Google Chat, Breakout room, Mentimeter, Moodle, electronic writing devices, etc., enable the developed framework for active student engagement. An e-learning management system, Moodle, is used for course management purposes. Over the last three semesters (Fall 2020, Spring 2021, and Summer 2021), the framework is tested for three different engineering courses. A questionnaire draws out student perception on the developed framework in terms of active student engagement that ensures student–student interactions, student–instructor interactions, social presence, reinforces learning and deepens understanding of the materials in remote teaching. The feedback also indicates that combining the utilized technologies, synchronous teaching, and active learning activities in the developed framework is effective for interactive learning; hence a practical approach for active student engagement in remote/online teaching and learning. The article focuses on contributing to present research and infusing future research direction about technology-enhanced active student engagement in Engineering Education.
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Intelligent Decision Support System for Predicting Student’s E-Learning Performance Using Ensemble Machine Learning. MATHEMATICS 2021. [DOI: 10.3390/math9172078] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/01/2023]
Abstract
Electronic learning management systems provide live environments for students and faculty members to connect with their institutional online portals and perform educational activities virtually. Although modern technologies proactively support these online sessions, students’ active participation remains a challenge that has been discussed in previous research. Additionally, one concern for both parents and teachers is how to accurately measure student performance using different attributes collected during online sessions. Therefore, the research idea undertaken in this study is to understand and predict the performance of the students based on features extracted from electronic learning management systems. The dataset chosen in this study belongs to one of the learning management systems providing a number of features predicting student’s performance. The integrated machine learning model proposed in this research can be useful to make proactive and intelligent decisions according to student performance evaluated through the electronic system’s data. The proposed model consists of five traditional machine learning algorithms, which are further enhanced by applying four ensemble techniques: bagging, boosting, stacking, and voting. The overall F1 scores of the single models are as follows: DT (0.675), RF (0.777), GBT (0.714), NB (0.654), and KNN (0.664). The model performance has shown remarkable improvement using ensemble approaches. The stacking model by combining all five classifiers has outperformed and recorded the highest F1 score (0.8195) among other ensemble methods. The integration of the ML models has improved the prediction ratio and performed better than all other ensemble approaches. The proposed model can be useful for predicting student performance and helping educators to make informed decisions by proactively notifying the students.
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Obstacles to Applying Electronic Exams amidst the COVID-19 Pandemic: An Exploratory Study in the Palestinian Universities in Gaza. INFORMATION 2021. [DOI: 10.3390/info12060256] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
In the context of the COVID-19 pandemic, we aim to identify and understand the obstacles and barriers in applying electronic exams successfully in the process of distance education. We followed an exploratory descriptive approach through a questionnaire (one general, open question) with a sample of university teachers and students in four of the largest universities Palestinian in Gaza. A total of 152 were returned from 300 distributed questionnaires. The results indicate that the university teachers and students faced 13 obstacles, of which 9 were shown to be shared between teachers and students, with a significant agreement in the regression analysis. Several of the obstacles perceived by respondents are in line with the literature and can be addressed by improved examination design, training, and preparation, or use of suitable software. Other obstacles related to infrastructure issues, leading to frequent power outages and unreliable internet access. Difficult living conditions in students’ homes and disparities in access to suitable devices or the internet make social equity in connection with high-stakes examinations a major concern. Some recommendations and suggestions are listed at the end of this study, considering local conditions in the Gaza governorates.
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Some Web-Based Experiences from Flipped Classroom Techniques in AEC Modules during the COVID-19 Lockdown. EDUCATION SCIENCES 2021. [DOI: 10.3390/educsci11050211] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/06/2023]
Abstract
The classroom closure during the first semester of 2020 entailed decisive changes in higher education. Universities have become more digital in both the availability of e-resources and pervasive devices and how students communicate with lecturers and classmates. Learners adapted their study habits with a growing role of self-paced, internet-based strategies. Some flipped learning approaches have proven their efficacy under the remote-teaching physical constraints. This study aimed to appraise the outcomes from the implementation of various web-based, learning-aid tools on flipped teaching approaches in engineering modules. The open educational resources (OER) performed satisfactorily during the lockdown period in three universities from two countries with similar higher education models. Such resources encompassed classroom response systems and web-based exercise repositories, designed for diverse purposes such as autonomous learning, self-correction, flipped classroom, peer assessment, and guided study. The acquired experiences reveal that OER helped students to enhance their engagement, reach the deeper levels of the cone of learning, and widen their range of learning abilities. This procedure is easily attainable for architecture, engineering, and construction (AEC) courses and lifelong learning settings. Feedback from students, instructors’ perceptions, and learning outcomes show the suitability and effectiveness of the web-based learning assistant procedure presented here.
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Asgari S, Trajkovic J, Rahmani M, Zhang W, Lo RC, Sciortino A. An observational study of engineering online education during the COVID-19 pandemic. PLoS One 2021; 16:e0250041. [PMID: 33857219 PMCID: PMC8049279 DOI: 10.1371/journal.pone.0250041] [Citation(s) in RCA: 36] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Accepted: 03/30/2021] [Indexed: 11/19/2022] Open
Abstract
The COVID-19 pandemic compelled the global and abrupt conversion of conventional face-to-face instruction to the online format in many educational institutions. Urgent and careful planning is needed to mitigate negative effects of pandemic on engineering education that has been traditionally content-centered, hands-on and design-oriented. To enhance engineering online education during the pandemic, we conducted an observational study at California State University, Long Beach (one of the largest and most diverse four-year university in the U.S.). A total of 110 faculty members and 627 students from six engineering departments participated in surveys and answered quantitative and qualitative questions to highlight the challenges they experienced during the online instruction in Spring 2020. Our results identified various issues that negatively influenced the online engineering education including logistical/technical problems, learning/teaching challenges, privacy and security concerns and lack of sufficient hands-on training. For example, more than half of the students indicated lack of engagement in class, difficulty in maintaining their focus and Zoom fatigue after attending multiple online sessions. A correlation analysis showed that while semi-online asynchronous exams were associated with an increase in the perceived cheating by the instructors, a fully online or open-book/open-note exams had an association with a decrease in instructor's perception of cheating. To address various identified challenges, we recommended strategies for educational stakeholders (students, faculty and administration) to fill the tools and technology gap and improve online engineering education. These recommendations are practical approaches for many similar institutions around the world and would help improve the learning outcomes of online educations in various engineering subfields. As the pandemic continues, sharing the results of this study with other educators can help with more effective planning and choice of best practices to enhance the efficacy of online engineering education during COVID-19 and post-pandemic.
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Affiliation(s)
- Shadnaz Asgari
- Department of Biomedical Engineering, California State University, Long Beach, California, United States of America
- Department of Computer Engineering and Computer Science, California State University, Long Beach, California, United States of America
| | - Jelena Trajkovic
- Department of Computer Engineering and Computer Science, California State University, Long Beach, California, United States of America
| | - Mehran Rahmani
- Department of Civil Engineering and Construction Engineering Management, California State University, Long Beach, California, United States of America
| | - Wenlu Zhang
- Department of Computer Engineering and Computer Science, California State University, Long Beach, California, United States of America
| | - Roger C Lo
- Department of Chemical Engineering, California State University, Long Beach, California, United States of America
| | - Antonella Sciortino
- Department of Civil Engineering and Construction Engineering Management, California State University, Long Beach, California, United States of America
- College of Engineering, California State University, Long Beach, California, United States of America
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16
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Souissi MA, Ammar A, Trabelsi O, Glenn JM, Boukhris O, Trabelsi K, Bouaziz B, Zmijewski P, Souissi H, Chikha AB, Driss T, Chtourou H, Hoekelmann A, Souissi N. Distance Motor Learning during the COVID-19 Induced Confinement: Video Feedback with a Pedagogical Activity Improves the Snatch Technique in Young Athletes. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:3069. [PMID: 33809740 PMCID: PMC8002335 DOI: 10.3390/ijerph18063069] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/21/2021] [Revised: 03/11/2021] [Accepted: 03/14/2021] [Indexed: 01/08/2023]
Abstract
The purpose of the present study was to investigate which of two strategies, Video Feedback with Pedagogical Activity (VF-PA) or Video Feedback (VF), would be more beneficial for the remote error correction of the snatch weightlifting technique during the confinement period. Thirty-five school aged children with at least three months of weightlifting experience were randomized to one of three training conditions: VF-PA, VF or the Control group (CONT). Subjects underwent test sessions one week before (T0) and one day after (T1) a six-session training period and a retention test session a week later (T2). During each test session, the Kinovea version 0.8.15 software measured the kinematic parameters of the snatch performance. Following distance learning sessions (T1), the VF-PA improved various kinematic parameters (i.e., barbell horizontal displacements, maximum height, looping and symmetry) compared with T0 (p < 0.5; Cohen's d = 0.58-1.1). Most of these improvements were maintained during the retention test (T2) (p<0.01, Cohen's d = 1.2-1.3) when compared withT0. However, the VF group improved only twoparameters (i.e., barbell symmetry and horizontal displacement) at T1 (p < 0.05; Cohen's d = 0.9), which were not maintained at T2. Better horizontal displacement and looping values were registered during the retention test in the VF-PA group compared with theCONT group (p < 0.05, Cohen's d = 1.49-1.52). The present findings suggest combining video feedback with pedagogical activity during the pandemic induced online coaching or physical education to improve movement learning in school aged children.
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Affiliation(s)
- Mohamed Abdelkader Souissi
- Research Unit, “Physical Activity, Sport and Health”, UR18JS01, National Observatory of Sport, Tunis 1003, Tunisia; (M.A.S.); (O.B.); (H.S.); (A.B.C.); (H.C.); (N.S.)
- Higher Institute of Education and Continuous Training, Virtual University, Montplaisir 2019, Tunisia
| | - Achraf Ammar
- Institute of Sport Science, Otto-von-Guericke-University Magdeburg, 39106 Magdeburg, Germany;
- Interdisciplinary Laboratory in Neurosciences, Physiology and Psychology: Physical Activity, Health andLearning (LINP2), UFR STAPS, UPL, Paris Nanterre University, 92000 Nanterre, France;
| | - Omar Trabelsi
- High Institute of Sport and Physical Education, Sfax University, Sfax 3000, Tunisia; (O.T.); (K.T.)
| | - Jordan M. Glenn
- Department of Health, Exercise Science Research Center Human Performance and Recreation, University of Arkansas, Fayetteville, AR 72701, USA;
| | - Omar Boukhris
- Research Unit, “Physical Activity, Sport and Health”, UR18JS01, National Observatory of Sport, Tunis 1003, Tunisia; (M.A.S.); (O.B.); (H.S.); (A.B.C.); (H.C.); (N.S.)
| | - Khaled Trabelsi
- High Institute of Sport and Physical Education, Sfax University, Sfax 3000, Tunisia; (O.T.); (K.T.)
- Research Laboratory: Education, Motricité, Sport Et Santé, EM2S, LR19JS01, High Institute of Sport and Physical Education of Sfax, University of Sfax, Sfax 3000, Tunisia
| | - Bassem Bouaziz
- Multimedia Information Systems and Advanced Computing Laboratory (MIRACL), University of Sfax, Sfax 3021, Tunisia;
| | - Piotr Zmijewski
- Jozef Pilsudski University of Physical Education in Warsaw, 00-809 Warsaw, Poland;
| | - Hichem Souissi
- Research Unit, “Physical Activity, Sport and Health”, UR18JS01, National Observatory of Sport, Tunis 1003, Tunisia; (M.A.S.); (O.B.); (H.S.); (A.B.C.); (H.C.); (N.S.)
- High Institute of Sport and Physical Education, Sfax University, Sfax 3000, Tunisia; (O.T.); (K.T.)
| | - Anis Ben Chikha
- Research Unit, “Physical Activity, Sport and Health”, UR18JS01, National Observatory of Sport, Tunis 1003, Tunisia; (M.A.S.); (O.B.); (H.S.); (A.B.C.); (H.C.); (N.S.)
- High Institute of Sport and Physical Education Ksar-Said, Manouba University, Manouba 2010, Tunisia
| | - Tarak Driss
- Interdisciplinary Laboratory in Neurosciences, Physiology and Psychology: Physical Activity, Health andLearning (LINP2), UFR STAPS, UPL, Paris Nanterre University, 92000 Nanterre, France;
| | - Hamdi Chtourou
- Research Unit, “Physical Activity, Sport and Health”, UR18JS01, National Observatory of Sport, Tunis 1003, Tunisia; (M.A.S.); (O.B.); (H.S.); (A.B.C.); (H.C.); (N.S.)
- High Institute of Sport and Physical Education, Sfax University, Sfax 3000, Tunisia; (O.T.); (K.T.)
| | - Anita Hoekelmann
- Institute of Sport Science, Otto-von-Guericke-University Magdeburg, 39106 Magdeburg, Germany;
| | - Nizar Souissi
- Research Unit, “Physical Activity, Sport and Health”, UR18JS01, National Observatory of Sport, Tunis 1003, Tunisia; (M.A.S.); (O.B.); (H.S.); (A.B.C.); (H.C.); (N.S.)
- Department of Health, Exercise Science Research Center Human Performance and Recreation, University of Arkansas, Fayetteville, AR 72701, USA;
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17
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Potra S, Pugna A, Pop MD, Negrea R, Dungan L. Facing COVID-19 Challenges: 1st-Year Students' Experience with the Romanian Hybrid Higher Educational System. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:3058. [PMID: 33809661 PMCID: PMC8001292 DOI: 10.3390/ijerph18063058] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/15/2021] [Revised: 03/10/2021] [Accepted: 03/11/2021] [Indexed: 01/30/2023]
Abstract
First-year students undergo several transformations like the transition from high school to university schedules, teaching methods, and discipline specificities to social changes that come with meeting new colleagues or moving to other locations far from family and friends. The COVID-19 outbreak brought additional concerns and uncertainties once educational systems implemented distance learning schemes for public health management. Nevertheless, higher educational organizations preferred to implement hybrid approaches for student engagement motivation and high dropout rate avoidance. In Romania, such an educational system has been applied with caution. Since the pandemic needs to be understood as an opportunity for adaptation and education improvements, the purpose of the present paper is to uncover lessons learned and to develop a systematized model based on students' perception regarding face-to-face, online and hybrid systems. For this reason, a grounded theory approach has been preferred. Thus, 149 Romanian students enrolled in the first year in engineering specialities with ages between 18-26 years both male (50.3%) and female (49.7%) have answered the research questions in an online environment due to pandemic restrictions. Based on the online asynchronous student interviews, 220 codes and a further 13 categories have been developed. After a pertinent analysis of the relationships between categories and relevant literature sorting, a theoretical model for the Romanian higher educational current pandemic situation has been proposed. The main face-to-face and online education characteristics are outlined, the hybrid approach becoming a bridge between the two systems. Management implications are outlined together with further research directions.
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Affiliation(s)
- Sabina Potra
- Management Department, Politehnica University of Timisoara, 300223 Timisoara, Romania; (S.P.); (A.P.)
- Research Centre in Engineering and Management, Politehnica University Timisoara, 300223 Timisoara, Romania
| | - Adrian Pugna
- Management Department, Politehnica University of Timisoara, 300223 Timisoara, Romania; (S.P.); (A.P.)
- Research Centre in Engineering and Management, Politehnica University Timisoara, 300223 Timisoara, Romania
| | - Mădălin-Dorin Pop
- Research Centre in Engineering and Management, Politehnica University Timisoara, 300223 Timisoara, Romania
- Computer and Information Technology Department, Politehnica University of Timisoara, 300223 Timisoara, Romania
| | - Romeo Negrea
- Mathematics Department, Politehnica University of Timisoara, 300006 Timisoara, Romania;
| | - Luisa Dungan
- Mechanical Machines, Equipment and Transports Department, Politehnica University of Timisoara, 300222 Timisoara, Romania;
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