Exploring the emerging COVID-19 research trends and current status in the field of education: A bibliometric analysis and knowledge mapping
pp. 7-27 | Published Online: May 2021 | DOI: 10.22521/edupij.2021.102.1
Turgut Karakose and Murat Demirkol
Background/purpose – The current study aims to analyze the thematic structures and trends of scientific publications that examine the relationship between the COVID-19 pandemic and education, while presenting a roadmap for future research on this topic.
Materials/methods – The data were obtained from the Web of Science Core Collection (WoSCC) bibliographic database by identifying the publications that examine the relationship between the COVID-19 pandemic and education, then were analyzed using bibliometric methodology and content analysis. VOSviewer, GraphPad softwares, and visualization maps were used to analyze the data and to present the findings.
Results – The results of the study show that publications examining the relationship between the COVID-19 pandemic and education focused on “online education” and “teacher education,” while the countries that contributed the most to publications on this issue were USA, United Kingdom, Canada, and Spain. It was determined that most publications preferred the “theoretical model” and the majority of the research data were obtained through “scale/interview forms.” Furthermore, the findings of this study revealed that during the COVID-19 pandemic period, the editorial/refereeing processes of the articles submitted to academic journals were carried out very quickly and the articles were published unusually quickly.
Conclusion – This study indicated that the majority of scientific studies on COVID-19 are focused on the field of health, and that there is limited edition research on COVID-19-related education. To the best of the authors’ knowledge, the current study is the first research article in the international literature to examine the thematic structures and trends of scientific publications on the relationship between solely education and COVID-19 through bibliometric and content analysis; and contributes to the knowledge base on COVID-19-related education by mapping the existing knowledge.
Keywords: COVID-19, coronavirus, pandemic, education, bibliometric analysis, visualization, content analysis, scientometric analysis, online learning, online teaching, distance learning.References
Adeyemi, R. A., Joel, A., Ebenezer, J. T., & Attah, E. Y. (2018). The effect of brain drain on the economic development of developing countries: evidence from selected African countries. Journal of Health and Social Issues, 7(2), 66-76.
Agarwal, S., & Kaushik, J. S. (2020). Student’s perception of online learning during COVID pandemic. The Indian Journal of Pediatrics, 87, 554-554. https://doi.org/10.1007/s12098-020-03327-7
Agbedahin, A. V. (2019). Sustainable development, education for sustainable development, and the 2030 agenda for sustainable development: emergence, efficacy, eminence, and future. Sustainable Development, 27(4), 669-680. https://doi.org/10.1002/sd.1931
Aggarwal, A., Lewison, G., Idir, S., Peters, M., Aldigee, C., Boerckel, W.,…Sullivan, R. (2016). The state of lung cancer research: a global analysis. Journal of Thoracic Oncology, 11(7), 1040-1050. https://doi.org/10.1016/j.jtho.2016.03.010
Aisch, G. (2018, February 5). Datawrapper now checks your colors, so you don’t have to [Blog post]. Datawrapper. Retrieved from https://blog.datawrapper.de/colorblind-check/
Attride-Stirling, J. (2001). Thematic networks: an analytic tool for qualitative research. Qualitative Research, 1(3), 385-405. https://doi.org/10.1177%2F146879410100100307
Berg, B. L., & Lune, H. (2015). Qualitative research methods in the social sciences. (H. Aydin, Trans./Ed.). Konya, Turkey: Egitim Yayincilik.
Chabbott, C., & Ramirez, F. O. (2000). Development and education. In M. T. Hallinan (Ed.), Handbook of the Sociology of Education (pp. 163-187). Boston, MA: Springer. https://doi.org/10.1007/0-387-36424-2_8
Chen, T., Peng, L., Yin, X., Rong, J., Yang, J., & Cong, G. (2020). Analysis of user satisfaction with online education platforms in China during the COVID-19 pandemic. Healthcare, 8(3), 200. https://doi.org/10.3390/healthcare8030200
Chick, R. C., Clifton, G. T., Peace, K. M., Propper, B. W., Hale, D. F., Alseidi, A. A., & Vreeland, T. J. (2020). Using technology to maintain the education of residents during the COVID-19 pandemic. Journal of Surgical Education, 77(4), 729-732. https://doi.org/10.1016/j.jsurg.2020.03.018
Corbin, J. M., & Strauss, A. (2008). Basics of qualitative research: techniques and procedures for developing grounded theory (3rd ed.). Thousand Oaks, CA: Sage.
Diem, A., & Wolter, S. C. (2013). The use of bibliometrics to measure research performance in education sciences. Research in Higher Education, 54 (1), 86-114.
Ferrel, M. N., & Ryan, J. J. (2020). The impact of COVID-19 on medical education. Cureus, 12(3), e7492. https://dx.doi.org/10.7759%2Fcureus.7492
Forouhari, S., Khajehei, M., Moattari, M., Mohit, M., Rad, M. S., & Ghaem, H. (2010). The effect of education and awareness on the quality-of-life in postmenopausal women. Indian Journal of Community Medicine, 35(1), 109-114. https://dx.doi.org/10.7759%2Fcureus.7492
Furstenau, L. B., Rabaioli, B., Sott, M. K., Cossul, D., Bender, M. S., Farina, E. M. J. D. M.,…Bragazzi, N. L. (2021). A bibliometric network analysis of coronavirus during the first eight months of COVID-19 in 2020. International Journal of Environmental Research and Public Health, 18(3), 952. https://doi.org/10.3390/ijerph18030952
GraphPad Prism [Computer software]. La Jolla, CA: GraphPad Software, Inc. Retrieved from http://www.graphpad.com/scientific-software/prism/.
He, H., & Harris, L. (2020). The impact of Covid-19 pandemic on corporate social responsibility and marketing philosophy. Journal of Business Research, 116, 176-182. https://doi.org/10.1016/j.jbusres.2020.05.030
Hodgson, A., & Spours, K. (2019). Further education in England: at the crossroads between a national, competitive sector and a locally collaborative system? Journal of Education and Work, 32(3), 224-237. https://doi.org/10.1080/13639080.2019.1596231
Huang, C., Wang, Y., Li, X., Ren, L., Xhao, J., Hu, Y,…Cao, B. (2020). Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China. Lancet, 395(10223), 497-506. https://doi.org/10.1016/S0140-6736(20)30183-5
Jena, P. K. (2020). Impact of pandemic COVID-19 on education in India. International Journal of Current Research, 12(7), 12582-12586. http://journalcra.com/article/impact-pandemic-covid-19-education-india
Karakose, T. (2020). Global Education in the shadow of the novel coronavirus: reflections on the impact of COVID-19 outbreak on education systems. Educational Process: International Journal, 9(4), 201-204. https://doi.org/10.22521/edupij.2020.94.1
Karakose, T. (2021). The impact of the COVID-19 epidemic on higher education: Opportunities and implications for policy and practice. Educational Process: International Journal, 10(1), 7-12. https://doi.org/10.22521/edupij.2021.101.1
Karakose, T., & Kocabas, I. (2006). Ozel ve devlet okullarinda ogretmenlerin beklentilerinin is doyumu ve motivasyon uzerine etkileri. Journal of Theory and Practice in Education, 2(1), 3-14. https://dergipark.org.tr/en/pub/eku/issue/5441/73869
Karakose, T., Kocabas, I., & Yesilyurt, H. (2014). A quantitative study of school administrators’ work-life balance and job satisfaction in public schools. Pakistan Journal of Statistics, 30(6), 1231-1241.
Karakose, T., & Malkoc, N. (2021a). Psychological impact of the COVID-19 pandemic on medical doctors in Turkey. Social Behavior and Personality, 49(1), e9890. https://doi.org/10.2224/sbp.9890
Karakose, T., & Malkoc, N. (2021b). Behavioral and interpersonal effects of the COVID-19 epidemic on frontline physicians working in Emergency Departments (EDs) and Intensive Care Units (ICUs). Acta Medica Mediterranea, 37, 437-444. https://doi.org/10.19193/0393-6384_2021_1_68
Karakose, T., Yirci, R., Basyigit, H., & Kucukcakir, A. (2021). Investigation of associations between the effects of COVID-19 fear on school administrators and nutrition and problematic eating behaviors. Progress in Nutrition, 23(2): e2021187, [OnlineFirst]. https://doi.org/10.23751/pn.v23i2.11656
Köhler, T., & Stemmler, M. (1997). Normative versus impassive configure frequency analysis in personality research -their use discussed in a reanalysis of data on situation- bound anxiety. European Journal of Personality, 11(1), 69-79. https://doi.org/10.1002%2F%28SICI%291099-0984%28199703%2911%3A1%3C69%3A%3AAID-PER277%3E3.0.CO%3B2-G
Lee, J. J., & Haupt, J. P. (2020). Scientific globalism during a global crisis: research collaboration and open access publications on COVID-19. Higher Education. Advance Online Publication. https://doi.org/10.1007/s10734-020-00589-0
Lee, S. J., Ward, K. P., Chang, O. D., & Downing, K. M. (2021). Parenting activities and the transition to home-based education during the COVID-19 pandemic. Children and Youth Services Review, 122, Article 105585. https://doi.org/10.1016/j.childyouth.2020.105585
Longhurst, G. J., Stone, D. M., Dulohery, K., Scully, D., Campbell, T., & Smith, C. F. (2020). Strength, weakness, opportunity, threat (SWOT) analysis of the adaptations to anatomical education in the United Kingdom and Republic of Ireland in response to the Covid‐19 pandemic. Anatomical Sciences Education, 13(3), 301-311. https://doi.org/10.1002/ase.1967
Martinez-Perez, C., Alvarez-Peregrina, C., Villa-Collar, C., & Sánchez-Tena, M. Á. (2020). Citation network analysis of the novel coronavirus disease 2019 (COVID-19). International Journal of Environmental Research and Public Health, 17(20), Article 7690. https://doi.org/10.3390/ijerph17207690
McGrath, S. (2018). Education and development. Abingdon, United Kingdom: Routledge.
Moorhouse, B. L. (2020). Adaptations to a face-to-face initial teacher education course ‘forced’ online due to the COVID-19 pandemic. Journal of Education for Teaching, 46(4), 609-611. https://doi.org/10.1080/02607476.2020.1755205
Moher, D., A. Liberati, J. Tetzlaff, & Altman, D. G. (2009). Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement. Annals of Internal Medicine, 151(4): 264–269. https://doi.org/10.7326/0003-4819-151-4-200908180-00135
Moreno, C., Wykes, T., Galderisi, S., Nordentoft, M., Crossley, N., Jones, N., ... & Arango, C. (2020). How mental health care should change as a consequence of the COVID-19 pandemic. The Lancet Psychiatry, 7(9), 813-824. https://doi.org/10.1016/S2215-0366(20)30307-2
Murphy, M. P. (2020). COVID-19 and emergency eLearning: consequences of the securitization of higher education for post-pandemic pedagogy. Contemporary Security Policy, 41(3), 492-505. https://doi.org/10.1080/13523260.2020.1761749
Musselin, C. (2018). New forms of competition in higher education. Socio-Economic Review, 16(3), 657-683. https://doi.org/10.1093/ser/mwy033
Palvia, S., Aeron, P., Gupta, P., Mahapatra, D., Parida, R., Rosner, R., & Sindhi, S. (2018). Online education: worldwide status, challenges, trends, and implications. Journal of Global Information Technology Management, 21(4), 233-241. https://doi.org/10.1080/1097198X.2018.1542262
Papadakis, S. (2018). Evaluating pre-service teachers’ acceptance of mobile devices with regards to their age and gender: a case study in Greece. International Journal of Mobile Learning and Organisation, 12(4), 336-352. https://doi.org/10.1504/IJMLO.2018.095130
Paudel, P. (2021). Online education: benefits, challenges and strategies during and after COVID-19 in higher education. International Journal on Studies in Education, 3(2), 70-85. https://doi.org/10.46328/ijonse.32
Pericàs, J. M., Arenas, A., Torrallardona-Murphy, O., Valero, H., & Nicolás, D. (2020). Published evidence on COVID-19 in top ranked journals: A descriptive study. European Journal of Internal Medicine, 79, 120-122. https://doi.org/10.1016/j.ejim.2020.07.005
Qiu, J., Shen, B., Zhao, M., Wang, Z., Xie, B., & Xu, Y. (2020). A nationwide survey of psychological distress among Chinese people in the COVID-19 epidemic: implications and policy recommendations. General Psychiatry, 33(2), Article e100213. https://dx.doi.org/10.1136%2Fgpsych-2020-100213
Roeser, R. W., & Peck, S. C. (2009). An education in awareness: Self, motivation, and self-regulated learning in contemplative perspective. Educational Psychologist, 44(2), 119-136. https://doi.org/10.1080/00461520902832376
Sakib, N., Akter, T., Zohra, F., Bhuiyan, A. I., Mamun, M. A., & Griffiths, M. D. (2021). Fear of COVID-19 and depression: a comparative study among the general population and healthcare professionals during COVID-19 pandemic crisis in Bangladesh. International Journal of Mental Health and Addiction. Advance Online Publication. https://doi.org/10.1007/s11469-020-00477-9
Sun, L., Tang, Y., & Zuo, W. (2020). Coronavirus pushes education online. Nature Materials, 19(6), 687-687. https://doi.org/10.1038/s41563-020-0678-8
Tavsancil, E., & Aslan, A. E. (2001). Content analysis and application examples for verbal, written and other materials. Istanbul, Turkey: Epsilon.
Tesar, M. (2020). Towards a post-Covid-19 “New Normality?”: physical and social distancing, the move to online and higher education. Policy Future in Education, 18(5), 556-559. https://doi.org/10.1177%2F1478210320935671
Torales, J., O’Higgins, M., Castaldelli-Maia, J. M., & Ventriglio, A. (2020). The outbreak of COVID-19 coronavirus and its impact on global mental health. International Journal of Social Psychiatry, 66(4), 317-320. https://doi.org/10.1177%2F0020764020915212
Van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84, 523-538. https://doi.org/10.1007/s11192-009-0146-3
Vega-Muñoz, A., Gónzalez-Gómez-del-Miño, P., & Espinosa-Cristia, J. F. (2021). Recognizing new trends in brain drain studies in the framework of global sustainability. Sustainability, 13(6), Article 3195. https://doi.org/10.3390/su13063195
Viner, R. M., Russell, S. J., Croker, H., Packer, J., Ward, J., Stansfield, C.,...Booy, R. (2020). School closure and management practices during coronavirus outbreaks including COVID-19: a rapid systematic review. The Lancet Child & Adolescent Health, 4(5), 397-404. https://doi.org/10.1016/S2352-4642(20)30095-X
World Health Organization. (2020). Naming the coronavirus disease (COVID-19) and the virus that causes it. https://bit.ly/31krd75
Yildirim, A., & Simsek, H. (2013). Qualitative research methods in the social sciences. Ankara, Turkey: Seckin.
Zhai, X., Cui, J., Shao, J., Wang, Q., Chen, X., Wei, X.,…Li, M. (2017). Global research trends in spinal ultrasound: a systematic bibliometric analysis. BMJ Open, 7(10), Article e015317. http://dx.doi.org/10.1136/bmjopen-2016-015317
Zou, X., Yue, W. L., & Vu, H. L. (2018). Visualization and analysis of mapping knowledge domain of road safety studies. Accident Analysis & Prevention, 118, 131-145. https://doi.org/10.1016/j.aap.2018.06.010