Bibliometric analysis of ethics and online learning using VOSviewer software
List of Authors
  • Diah Hari Suryaningrum , Endah Susilowati

Keyword
  • Ethics, online learning, publish or perish, bibliometric, VOSviewer

Abstract
  • The existence of the Covid-19 pandemic crisis has caused a drastic change in the learning process from face-to-face classes to fully online. This study aims to get an overview of ethical research and online learning in the past, present, and future. The analysis was carried out in two stages. The first stage is collecting data using publish or perish software. The database used is the Google Scholar Indexed Journal from 2012 to 2022. Using the keywords ethics, online learning, and pandemics, 2,046 article documents were obtained for analysis. The second stage is a bibliometric analysis using VOSviewer software. The quantitative approach of bibliometric analysis is applied to capture the context of ethics and online learning in the existing literature. The results of the analysis show that during the pandemic there was a sudden increase in the number of articles and article citations in 2020. The bibliometric analysis produced network, overlay, and density visualization maps. The results of the analysis of visualization maps, co-occurrence, and link strength obtained information that previous studies put more emphasis on the keywords ethical issue, ethical consideration, approach, or ethical approval. Therefore, for further research, we suggest correlating ethics in online learning with culture, gender, ethical dilemma, disability, awareness, experiential learning, ethical conduct, risk, artificial intelligence, ethical issue, or privacy.

Reference
  • 1. Al Husaeni, D. F., & Nandiyanto, A. B. D. (2021). Bibliometric Using Vosviewer with Publish or Perish (using Google Scholar data): From Step-by-step Processing for Users to the Practical Examples in the Analysis of Digital Learning Articles in Pre and Post Covid-19 Pandemic. ASEAN Journal of Science and Engineering, 2(1), 19–46. https://doi.org/10.17509/ajse.v2i1.37368 2. Aristovnik, A., KeržičORCID, D., RavšeljORCID, D., TomaževičORCID, N., & Umek, L. (2020). Impacts of the COVID-19 Pandemic on Life of Higher Education Students: A Global Perspective. Sustainability, 12(20), 8438. https://doi.org/https://doi.org/10.3390/su12208438 3. Bérubé, J., & Gendron, Y. (2021). Developing Ethical Sensitivity in Future Accounting Practitioners: The Case of a Dialogic Learning for Final-Year Undergraduates. Journal of Business Ethics, 12 November 2021, 1–19. https://doi.org/10.1007/s10551-021-04947-5 4. Bhattacharya, S., Murthy, V., & Bhattacharya, S. (2022). The social and ethical issues of online learning during the pandemic and beyond. Asian Journal of Business Ethics, 11(1), 275–293. https://doi.org/10.1007/s13520-022-00148-z 5. Bozkurt, A., Jung, I., Xiao, J., Vladimirschi, V., Schuwer, R., Egorov, G., Lambert, S., Al-Freih, M., Pete, J., Olcott, D. J., Rodes, V., Aranciaga, I., Bali, M., Alvarez, A. J., Roberts, J., Pazurek, A., Raffaghelli, J. E., Panagiotou, N., Coëtlogon, P. de, … Paskevicius, M. (2020). A global outlook to the interruption of education due to COVID-19 pandemic: Navigating in a time of uncertainty and crisis. Asian Journal of Distance Education, 15(1), 1–126. http://www.asianjde.com/ojs/index.php/AsianJDE/article/view/462 6. Buchanan, D., Hargreaves, E., & Quick, L. (2022). Schools closed during the pandemic: revelations about the well-being of ‘lower-attaining’ primary-school children. International Journal of Primary, Elementary and Early Years Education, 3–13. https://doi.org/https://doi.org/10.1080/03004279.2022.2043405 7. Char, D. S., Shah, N. H., & Magnus, D. (2018). Implementing Machine Learning in Health Care — Addressing Ethical Challenges. N Engl J Med, 378(11), 981–983. https://doi.org/https://doi.org/10.1056%2FNEJMp1714229 8. Coleman, P. D. (2012). Ethics, Online Learning and Stakeholder Responsibility for a Code of Conduct in Higher Education. Kentucky Journal of Excellence in College Teaching and Learning, 9(3), 29–34. 9. Engzell, P., Frey, A., & Verhagen, M. D. (2021). Learning loss due to school closures during the COVID-19 pandemic. Proc Natl Acad Sci U S A, 118(17), e2022376118. https://doi.org/10.1073/pnas.2022376118 10. Faadihilah, A. N. (2021). Pandemi vs Kuliah Online, Mahasiswa Lupa Etika Perkuliahan. https://kumparan.com/arkhan-nurtiaz-faadihilah/pandemi-vs-kuliah-online-mahasiswalupa-etika-perkuliahan-1vJLj3vlgPh 11. Farahani, M. F. (2012). Ethics Principles in Distance Education. Procedia - Social and Behavioral Sciences, 46, 890–894. https://doi.org/10.1016/j.sbspro.2012.05.218 12. Gunawan, A., & Munari, M. (2019). The Association between Locus of Control and Job Satisfaction to Auditor Ethical Sensitivity. Journal of Accounting and Strategic Finance, 2(2), 193–207. https://doi.org/10.33005/jasf.v2i2.64 13. Gureyev, V. N., & Mazov, N. A. (2022). Bibliometrics as a promising tool for solving publication ethics issues. Heliyon, 8(3), e09123. https://doi.org/10.1016/j.heliyon.2022.e09123 14. K.Dwivedia, Y., Hughes, D. L., Coombs, C., Constantiou, I., Duan, Y., S.Edwards, J., Gupta, B., Lal, B., Misra, S., Prashant, P., Raman, R., P.Ranag, N., K.Sharma, S., & Upadhyay, N. (2020). Impact of COVID-19 pandemic on information management research and practice: Transforming education, work and life. International Journal of Information Management, 55, 102211. https://doi.org/https://doi.org/10.1016/j.ijinfomgt.2020.102211 15. Kamayanti, A. (2019). Islamic (accounting) ethics education: Learning from shalat. IMANENSI: Jurnal Ekonomi, Manajemen Dan Akuntansi Islam, 3(1), 1–9. https://doi.org/10.34202/imanensi.3.1.2018.1-9 16. Karima, A. (2021). Cerita Viral Dosen Cuek di Sosmed, Dr. Ira: Aturan Etika Komunikasi Mahasiswa dan Dosen Harus Adil. https://ketik.unpad.ac.id/posts/2365/ceritaviral-dosen-cuek-di-sosmed-dr-ira-aturan-etika-komunikasi-mahasiswa-dan-dosen-harus-adil-2 17. Li, H., Novack, D. H., Duke, P., Gracely, E., Cestone, C., & Davis, T. (2020). Predictors of medical students’ ethical decision-making: A pilot study using the Theory of Interpersonal Behavior. Patient Education and Counseling, 103(12), 2508–2514. https://doi.org/10.1016/j.pec.2020.05.026 18. Mishra, L., Gupta, T., & Shree, A. (2020). Online teaching-learning in higher education during lockdown period of COVID-19 pandemic. International Journal of Educational Research Open, 1, 100012. https://doi.org/https://doi.org/10.1016/j.ijedro.2020.100012 19. Mukherjee, D., Lim, W. M., Kumar, S., & Donthu, N. (2022). Guidelines for advancing theory and practice through bibliometric research. Journal of Business Research, 148, 101–115. https://doi.org/10.1016/j.jbusres.2022.04.042 20. Mukhtar, K., Javed, K., Arooj, M., & Sethi, A. (2020). Advantages, Limitations and Recommendations for online learning during COVID-19 pandemic era. Pakistan Journal of Medical Science, 36(May), S27–S31. https://doi.org/https://doi.org/10.12669%2Fpjms.36.COVID19-S4.2785 21. Saheb, T., Saheb, T., & Carpenter, D. O. (2021). Mapping research strands of ethics of artificial intelligence in healthcare: A bibliometric and content analysis. Computers in Biology and Medicine, 135, 104660. https://doi.org/10.1016/j.compbiomed.2021.104660 22. Salhab, R., Hashaykeh, S., Najjar, E., Wahbeh, D., Affouneh, S., & Khlaif, Z. (2021). A Proposed Ethics Code for Online Learning During Crisis. International Journal of Emerging Technologies in Learning (IJET), 16(20), 238–254. https://doi.org/10.3991/ijet.v16i20.24735 23. Sari, R. M. (2020). Tantangan dan dinamika kuliah di era pandemi. https://www.uii.ac.id/tantangan-dan-dinamika-kuliah-di-era-pandemi/ 24. Slade, S., & Prinsloo, P. (2013). Learning Analytics: Ethical Issues and Dilemmas. American Behavioral Scientist, 57(10), 1510–1529. https://doi.org/https://doi.org/10.1177%2F0002764213479366 25. Soegoto, H., Soegoto, E. S., Luckyardi, S., & Rafdhi, A. A. (2022). Indonesian Journal of Science & Technology. Indonesian Journal of Science & Technology, 7(1), 89–104. https://doi.org/https://doi.org/10.17509/ijost.v7i1.43328 26. Suryaningrum, D. H., Hastuti, S., & Suhartini, D. (2013). Accounting Students and Lecturers Ethical Behavior: Evidence from Indonesia. In Business Education & Accreditation (Vol. 5, Issue 1). https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2155085 27. Suryaningrum, D. H., Subroto, B., T, S., & Rahman, A. (2015). Empirical Analysis of Ethics Integration and Online Learning in Auditing Course on Ethical Decision Making: Further Evidence from Indonesia. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3031194 28. Vallaster, C., Kraus, S., Merigó Lindahl, J. M., & Nielsen, A. (2019). Ethics and entrepreneurship: A bibliometric study and literature review. Journal of Business Research, 99, 226–237. https://doi.org/10.1016/j.jbusres.2019.02.050 29. van Eck, N. J., & Waltman, L. (2010). Software survey: VOSviewer, a computer program for bibliometric mapping. Scientometrics, 84(2), 523–538. https://doi.org/10.1007/s11192-009-0146-3 30. Weinberg, B. H. (1974). Bibliographic coupling: A review. Information Storage and Retrieval, 10(5–6), 189–196. https://doi.org/10.1016/0020-0271(74)90058-8 31. White, D. B., & Lo, B. (2020). A Framework for Rationing Ventilators and Critical Care Beds During the COVID-19 Pandemic. JAMA, 323(18), 1773–1774. https://doi.org/https://doi.org/10.1001/jama.2020.5046