Abstracts
Abstract
The field of distance education (DE) is dynamic and constantly evolving; it reflects and adapts according to changes in socio-cultural, demographic, political, and technological domains. Thus, there is a need to understand past and present activities in the field, in order to better inform future research. The main purpose of this study was to examine DE research through data mining and analytics approaches, using social network analysis (SNA) and text mining to conduct a bibliographic analysis. The findings highlighted three main strands of DE research: (a) issues related to open education; (b) the design, support, and quality assurance of online DE; and (c) the implementation and use of educational technology, media, and digital tools. SNA of the bibliometric data identified pivotal theoretical contributions, including that the fields of distance education and educational technology converge. The article concludes with recommendations for future research directions.
Keywords:
- distance education,
- open and distance learning,
- open education,
- online learning,
- research patterns and trends
Appendices
Bibliography
- Allen, I. E., & Seaman, J. (2013). Changing course: Ten years of tracking online education in the United States. Sloan Consortium. http://www.onlinelearningsurvey.com/reports/changingcourse.pdf
- Atkins, D. E., Brown, J. S., & Hammond, A. L. (2007). A review of the open educational resources (OER) movement: Achievements, challenges, and new opportunities. William and Flora Hewlett Foundation. https://hewlett.org/wp-content/uploads/2016/08/ReviewoftheOERMovement.pdf
- Bandura, A. (1977). Social learning theory. Prentice-Hall.
- Berge, Z. L., & Mrozowski, S. (2001). Review of research in distance education, 1990 to 1999. American Journal of Distance Education, 15(3), 5-19. https://doi.org/10.1080/08923640109527090
- Bozkurt, A. (2019). Intellectual roots of distance education: A progressive knowledge domain analysis. Distance Education, 40(4), 497-514. https://doi.org/10.1080/01587919.2019.1681894
- Bozkurt, A. (2020). Educational technology research patterns in the realm of the digital knowledge age. Journal of Interactive Media in Education, 2020(1), 1-17. https://doi.org/10.5334/jime.570
- Bozkurt, A., Akgun-Ozbek, E., Onrat-Yilmazer, S., Erdogdu, E., Ucar, H., Guler, E., Sezgin, S., Karadeniz, A., Sen-Ersoy, N., Goksel-Canbek, N., Dincer, G. D., Ari, S., & Aydin, C. H. (2015). Trends in distance education research: A content analysis of journals 2009-2013. International Review of Research in Open and Distributed Learning, 16(1), 330-363. http://dx.doi.org/10.19173/irrodl.v16i1.1953
- Bozkurt, A., & Sharma, R. C. (2020a). Emergency remote teaching in a time of global crisis due to CoronaVirus pandemic. Asian Journal of Distance Education, 15(1), i-vi. https://doi.org/10.5281/zenodo.3778083
- Bozkurt, A., & Sharma, R. C. (2020b). Education in normal, new normal, and next normal: Observations from the past, insights from the present and projections for the future. Asian Journal of Distance Education, 15(2), i-x. https://doi.org/10.5281/zenodo.4362664
- Braun, T. (2008). Making a choice: The perceptions and attitudes of online graduate students. Journal of Technology and Teacher Education, 16(1), 63-92. https://www.learntechlib.org/primary/j/JTATE/
- Çakiroğlu, Ü., Kokoç, M., Gökoğlu, S., Öztürk, M., & Erdoğdu, F. (2019). An analysis of the journey of open and distance education: Major concepts and cutoff points in research trends. The International Review of Research in Open and Distributed Learning, 20(1), 1-20. https://doi.org/10.19173/irrodl.v20i1.3743
- Chen, C. (2006). CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 57(3), 359-377. https://doi.org/10.1002/asi.20317
- Conley, Q., Lutz, H. S., & Padgitt, A. J. (2017). Creating participatory online learning environments: A social learning approach revisited. Journal of Interactive Learning Research, 28(1), 5-27. https://eric.ed.gov/?id=EJ1133397
- Dalsgaard, C., & Thestrup, K. (2015). Dimensions of openness: Beyond the course as an open format in online education. The International Review of Research in Open and Distributed Learning, 16(6), 78-97. https://doi.org/10.19173/irrodl.v16i6.2146
- Daniel, J. (2012). Making sense of MOOCs: Musings in a maze of myth, paradox and possibility. Journal of Interactive Media in Education, 2012(3). https://doi.org/10.5334/2012-18
- Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13, 319-339. https://doi.org/10.2307/249008
- Dillon, C. L., Gunawardena, C. N., & Parker, R. (1992). Learner support: The critical link in distance education. Distance Education, 13(1), 29-45. https://doi.org/10.1080/0158791920130104
- Fayyad, U., Grinstein, G. G., & Wierse, A. (Eds.). (2002). Information visualization in data mining and knowledge discovery. Morgan Kaufmann.
- Feldman, R., & Sanger, J. (2007). The text mining handbook: Advanced approaches in analyzing unstructured data. Cambridge University Press.
- Fisher, M., & Baird, D. E. (2005). Online learning design that fosters student support, self‐regulation, and retention. Campus-Wide Information Systems, 22(2), 88-107. https://doi.org/10.1108/10650740510587100
- Garfield, E. (1972). Citation analysis as a tool in journal evaluation. Science, 178, 471-479. http://dx.doi.org/10.1126/science.178.4060.471
- Garrison, D. R. (2011). E-learning in the 21st century: A framework for research and practice. Routledge.
- Garrison, D. R., Anderson, T., & Archer, W. (2000). Critical inquiry in a text-based environment: Computer conferencing in higher education. The Internet and Higher Education, 2, 87-105. https://doi.org/10.1016/S1096-7516
- Garrison, D. R., Anderson, T., & Archer, W. (2001). Critical thinking, cognitive presence, and computer conferencing in distance education. American Journal of Distance Education, 15, 7-23. https://doi.org/10.1080/08923640109527071
- Garrison, D. R., & Kanuka, H. (2004). Blended learning: Uncovering its transformative potential in higher education. The Internet and Higher Education, 7(2), 95-105. https://doi.org/10.1016/j.iheduc.2004.02.001
- Gomes, R. R., & Barbosa, M. W. (2018). An analysis of the structure and evolution of the distance education research area community in terms of coauthorships. International Journal of Distance Education Technologies, 16(2), 65-79. https://doi.org/10.4018/IJDET.2018040105
- Hansen, D., Shneiderman, B., & Smith, M. A. (2010). Analyzing social media networks with NodeXL: Insights from a connected world. Morgan Kaufmann.
- Ho, A. D., Reich, J., Nesterko, S., Seaton, D. T., Mullaney, T., Waldo, J., & Chuang, I. (2014). HarvardX and MITx: The first year of open online courses. Working Paper No. 1. Harvard University.
- Hodges, C., Moore, S., Lockee, B., Trust, T., & Bond, A. (2020, March 27). The difference between emergency remote teaching and online learning. EDUCAUSE Review. https://er.educause.edu/articles/2020/3/the-difference-between-emergency-remote-teaching-and-online-learning
- Jung, I. (Ed.). (2019). Open and distance education theory revisited: Implications for the digital era. Springer.
- Keegan, D. (1980). On defining distance education. Distance Education, 1(1), 13-36. https://doi.org/10.1080/0158791800010102
- Kizilcec, R. F., Piech, C., & Schneider, E. (2013, April). Deconstructing disengagement: Analyzing learner subpopulations in massive open online courses. Proceedings of the Third International Conference on Learning Analytics and Knowledge (pp. 170-179). https://doi.org/10.1145/2460296.2460330
- Koseoglu, S., Bozkurt, A., & Havemann, L. (2020). Critical questions for open educational practices. Distance Education, 41(2). 153-155. https://doi.org/10.1080/01587919.2020.1775341
- Lambert, S. R. (2020). Do MOOCs contribute to student equity and social inclusion? A systematic review 2014-18. Computers & Education, 145, 103693. https://doi.org/10.1016/j.compedu.2019.103693
- Latchem, C. R. (2018). Open and distance non-formal education in developing countries. Springer. https://doi.org/10.1007/978-981-10-6741-9
- Lave, J., & Wenger, E. (1991). Situated learning: Legitimate peripheral participation. Cambridge University Press.
- Lee, Y., Driscoll, M. P., & Nelson, D. W. (2004). The past, present, and future of research in distance education: Results of a content analysis. The American Journal of Distance Education, 18(4), 225-241. https://doi.org/10.1207/s15389286ajde1804_4
- Lemoine, P. A., & Richardson, M. D. (2015). Micro-credentials, nano degrees, and digital badges: New credentials for global higher education. International Journal of Technology and Educational Marketing, 5(1), 36-49. https://doi.org/10.4018/ijtem.2015010104
- Liyanagunawardena, T. R., Adams, A. A., & Williams, S. A. (2013). MOOCs: A systematic study of the published literature 2008-2012. The International Review of Research in Open and Distributed Learning, 14(3), 202-227. https://doi.org/10.19173/irrodl.v14i3.1455
- Luo, T., Hostetler, K., Freeman, C., & Stefaniak, J. (2019). The power of open: Benefits, barriers, and strategies for integration of open educational resources. Open Learning: The Journal of Open, Distance and e-Learning, 35(2), 1-19. https://doi.org/10.1080/02680513.2019.1677222
- Mishra, S. (2017). Open educational resources: Removing barriers from within. Distance Education, 38(3), 369-380. https://doi.org/10.1080/01587919.2017.1369350
- Moore, M. G. (1989). Editorial: Three types of interaction. American Journal of Distance Education, 3(2), 1-7. https://doi.org/10.1080/08923648909526659
- Moore, M. G., & Kearsley, G. (2012 ). Distance education: A systems view of online learning. Cengage.
- Naidu, S. (2019). Forty years of pushing the boundaries of education. Distance Education, 40( 4), 425-429. https://doi.org/10.1080/01587919.2019.1693952
- O’Connell, J. (2016). Networked participatory online learning design and challenges for academic integrity in higher education. International Journal for Educational Integrity, 12(1). https://doi.org/10.1007/s40979-016-0009-7
- Perraton, H. (2000). Rethinking the research agenda. International Review of Research in Open and Distributed Learning, 1(1). https://doi.org/10.19173/irrodl.v1i1.5
- Robinson, H., Al-Freih, M., & Kilgore, W. (2020). Designing with care: Towards a care-centered model for online learning design. International Journal of Information and Learning Technology, 37(3), 99-108. https://doi.org/10.1108/IJILT-10-2019-0098
- Scott, J. (2017). Social network analysis (4th ed.). Sage.
- Short, J., Williams, E., & Christie, B. (1976). The social psychology of telecommunications. John Wiley & Sons.
- Siemens, G. (2005). Connectivism: A learning theory for the digital age. eLearnspace. http://www.elearnspace.org/Articles/connectivism.htm
- Sim, K. N. (2017). Researching distance education: A possibility to humanize it. In M. Northcote & K. Gosselin (Eds.), Handbook of research on humanizing the distance learning experience (pp. 26-47). IGI Global. http://doi:10.4018/978-1-5225-0968-4.ch002
- Smith, A. E., & Humphreys, M. S. (2006). Evaluation of unsupervised semantic mapping of natural language with Leximancer concept mapping. Behavior Research Methods, 38(2), 262-279. https://doi.org/10.3758/BF03192778
- Tait, A. (2008). What are open universities for? Open Learning, 23(2), 85-93. https://doi.org/10.1080/02680510802051871
- Thurmond, V. A. (2001). The point of triangulation. Journal of Nursing Scholarship, 33(3), 253-258. https://doi.org/10.1111/j.1547-5069.2001.00253.x
- van der Maaten, L., & Hinton, G. (2008). Visualizing data using t-SNE. Journal of Machine Learning Research, 9( 2008), 2579-2605. http://www.jmlr.org/papers/volume9/vandermaaten08a/vandermaaten08a.pdf
- Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 27, 425-478. https://doi.org/10.2307/30036540
- Vygotsky, L. S. (1978). Mind in society: The development of higher psychological processes. Harvard University Press.
- Xiao, J. (2018). On the margins or at the center? Distance education in higher education. Distance Education, 39(2), 259-274. https://doi.org/10.1080/01587919.2018.1429213
- Youssef, L. (2014). Globalisation and higher education: From within-border to cross-border. Open Learning: The Journal of Open, Distance and e-Learning, 29(2), 100-115. https://doi.org/10.1080/02680513.2014.932686
- Yuan, L., & Powell, S. (2013). MOOCs and open education: Implications for higher education. Centre for Educational Technology & Interoperability Standards. https://publications.cetis.org.uk/wp-content/uploads/2013/03/MOOCs-and-Open-Education.pdf
- Zainuddin, Z., & Halili, S. H. (2016). Flipped classroom research and trends from different fields of study. The International Review of Research in Open and Distributed Learning, 17(3), 313-340. https://doi.org/10.19173/irrodl.v17i3.2274
- Zawacki-Richter, O., & Anderson, T. (2011). The geography of distance education: Bibliographic characteristics of a journal network. Distance Education, 32, 441-456. https://doi.org/10.1080/01587919.2011.610287
- Zawacki-Richter, O., & Latchem, C. (2018). Exploring four decades of research in Computers & Education. Computers & Education, 122, 136-152. https://doi.org/10.1016/j.compedu.2018.04.001
- Zawacki-Richter, O., & Naidu, S. (2016). Mapping research trends from 35 years of publications in Distance Education. Distance Education, 37(3), 245-269. https://doi.org/10.1080/01587919.2016.1185079
- Zawacki-Richter, O., Baecker, E. M., & Vogt, S. (2009). Review of distance education research (2000 to 2008): Analysis of research areas, methods, and authorship patterns. International Review of Research in Open and Distributed Learning, 10(6), 21-50. https://doi.org/10.19173/irrodl.v10i6.741
- Zawacki-Richter, O., Conrad, D., Bozkurt, A., Aydin, C. H., Bedenlier, S., Jung, I., Stöter, J., Veletsianos, G., Blaschke, L. M., Bond, M., Broens, A., Bruhn, E., Dolch, C., Kalz, M., Kondakci, Y., Marin, V., Mayrberger, K., Müskens, W., Naidu, S.,... Xiao, J. (2020). Elements of open education: An invitation to future research. International Review of Research in Open and Distributed Learning, 21(3), 319-334. https://doi.org/10.19173/irrodl.v21i3.4659