Teaching and Learning during the COVID-19 Pandemic: A Topic Modeling Study
Abstract
:1. Introduction
2. Methods
3. Results and Discussion
3.1. Analysis of Literature Metadata
3.2. Identification of Topics and Themes
3.2.1. Impact of COVID-19 on Higher Education Institutions and Challenges Faced by These Institutions (Topic 2)
3.2.2. Universities Used Various Tools to Deliver Courses during This Period (Topic 1)
3.2.3. Teaching and Learning Experience of Schools and School Teachers (Topic 6)
3.2.4. How COVID-19 Impacted Medical and Nursing Training (Topic 5)
3.2.5. Learnings about COVID-19 from Patients and Studies on Treatments (Topic 4)
3.2.6. How COVID-19 and E-Learning Impacted Anxiety and Stress Level of Students (Topic 3)
4. Conclusions and Future Perspectives
Supplementary Materials
Funding
Acknowledgments
Conflicts of Interest
References
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Topic | Terms |
---|---|
Topic 1 | course, experience, university, class, assessment, tool, classroom, design, video, environment, time, skill, evaluation, engineering, model, approach, challenge, material, instructor, system, chemistry, faculty, platform, paper, laboratory, activity, feedback, development, instruction, content |
Topic 2 | university, research, challenge, paper, institution, technology, crisis, experience, world, system, practice, impact, time, process, model, community, change, educator, approach, article, strategy, development, response, opportunity, finding, management, country, context, situation, environment |
Topic 3 | e-learning, university, questionnaire, level, survey, satisfaction, anxiety, factor, perception, stress, class, college, analysis, faculty, attitude, participant, respondent, impact, performance, health, scale, knowledge, difference, quality, lockdown, distance, information, total, experience, sample |
Topic 4 | patient, hospital, care, infection, disease, health, risk, symptom, period, outcome, mortality, admission, rate, staff, treatment, worker, death, age, healthcare, cohort, day, test, unit, March, analysis, April, time, emergency, measure, testing |
Topic 5 | training, health, care, program, impact, trainee, nursing, practice, resident, patient, response, survey, disease, service, experience, healthcare, hospital, medicine, challenge, surgery, change, time, strategy, system, measure, nurse, residency, skill, activity, safety |
Topic 6 | teacher, school, distance, research, technology, language, challenge, analysis, child, experience, process, activity, time, communication, skill, level, context, development, finding, mathematics, practice, classroom, situation, parent, ICT, emergency, support, teachers, survey, instruction |
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Vijayan, R. Teaching and Learning during the COVID-19 Pandemic: A Topic Modeling Study. Educ. Sci. 2021, 11, 347. https://doi.org/10.3390/educsci11070347
Vijayan R. Teaching and Learning during the COVID-19 Pandemic: A Topic Modeling Study. Education Sciences. 2021; 11(7):347. https://doi.org/10.3390/educsci11070347
Chicago/Turabian StyleVijayan, Ranjit. 2021. "Teaching and Learning during the COVID-19 Pandemic: A Topic Modeling Study" Education Sciences 11, no. 7: 347. https://doi.org/10.3390/educsci11070347