A SYSTEMATIC REVIEW OF THE TENDENCIES IN THE USE OF LEARNING MANAGEMENT SYSTEMS

Öz In this study, 59 SSCI-indexed articles published between 2012 and 2017 in the Web of Science database were analyzed by systematic review, identified by the keywords “Learning Management Systems / LMS” in their titles. This study aims to determine the current situation and future trends in using LMSs as one of the tools that are getting increasingly popular both in blended and online environments. Accordingly, our study has revealed that the highest number of the articles were published in 2016, Moodle is the most popular LMS, the open-source LMSs are preferred over other types, LMSs are most often used to measure success, South Korea and the United States (US) are the pioneering countries in this field, the quantitative method and questionnaire tool are the preferred methodological approaches in the LMS scientific research, students are more likely to be selected as a sample group, with the 0-100 range as the most common sample size, and that the technology acceptance model (TAM) is the most frequently used model. The findings are visualized with tables, graphs and maps. The study is concluded with some suggestions for researchers and higher education institutions.

Kaynakça

Adams Becker, S., Cummins, M., Davis, A., Freeman, A., Hall Giesinger, C., & Ananthanarayanan, V. (2017). NMC horizon report: 2017 higher education edition. Austin, Texas: The New Media Consortium. Retrieved from http://cdn.nmc.org/media/2017-nmc-horizon-report-he-EN.pdf

Ain, N., Kaur, K., & Waheed, M. (2016). The influence of learning value on learning management system use: An extension of UTAUT2. Information Development, 32(5), 1306-1321.

Almarashdeh, I. (2016). Sharing instructors experience of learning management system: A technology perspective of user satisfaction in distance learning course. Computers in Human Behavior, 63, 249-255. doi:10.1016/j.chb.2016.05.013

Atkinson, D., & Lim, S. L. (2013). Improving assessment processes in Higher Education: Student and teacher perceptions of the effectiveness of a rubric embedded in a LMS. Australasian Journal of Educational Technology, 5(2013), 651-666. doi:10.14742/ajet.526

Barnett, J., McPherson, V., & Sandieson, R. (2013). Connected teaching and learning: The uses and implications of connectivism in an online class. Australasian Journal of Educational Technology, 29(5).

Beer, C., Clark, K., & Jones, D. (2010). Indicators of engagement. Paper presented at the Curriculum, Technology & Transformation for an Unknown Future 2010, Sydney, Australia. Retrieved from https://www.researchgate.net/publication/285012845_Indicators_of_engagement

Bhattacherjee, A. (2001). Understanding information systems continuance: An expectation- confirmation model. MIS Quarterly, 25(3), 351–370. doi:10.2307/3250921

Chatti, M. A., Agustiawan, M. R., Jarke, M., & Specht, M. (2010). Toward a personal learning environment framework. International Journal of Virtual and Personal Learning Environments, 1(4), 66–85. doi:10.4018/jvple.2010100105

Clarà, M., & Barberà, E. (2014). Three problems with the connectivist conception of learning. Journal of Computer Assisted Learning, 30(3), 197-206. doi:10.1111/jcal.12040

Conde, M. Á., García-Peñalvo, F. J., Rodríguez-Conde, M. J., Alier, M., Casany, M. J., & Piguillem, J. (2014). An evolving learning management system for new educational environments using 2.0 tools. Interactive Learning Environments, 22(2), 188-204. doi: 10.1080/10494820.2012.745433

Dabbagh, N., & Kitsantas, A. (2012). Personal learning environments, social media, and self-regulated learning: A natural formula for connecting formal and informal learning. The Internet and Higher Education, 15(1), 3–8. doi:10.1016/j.iheduc.2011.06.002

Davis, F. D. (1989). Perceived usefulness, perceived ease of use, and user acceptance of information technology. MIS Quarterly, 13(3), 319–340. Retrieved from https://www.jstor.org/stable/pdf/249008.pdf

De Moraes, A. (2012). Usability issues in learning management systems (LMS). Work, 41(1), 832-837. doi:10.3233/WOR-2012-0250-832 De Smet, C., Bourgonjon, J., De Wever, B., Schellens, T., & Valcke, M. (2012). Researching instructional use and the technology acceptation of learning management systems by secondary school teachers. Computers & Education, 58(2), 688-696. doi:10.1016/j.compedu.2011.09.013

Dias, S. B., & Diniz, J. A. (2013). FuzzyQoI model: A fuzzy logic-based modelling of users’ quality of interaction with a learning management system under blended learning. Computers & Education, 69, 38-59. doi:10.1016/j.compedu.2013.06.016

Draskovic, D., Misic, M., & Stanisavljevic, Z. (2016). Transition from traditional to LMS supported examining: A case study in computer engineering. Computer Applications in Engineering Education, 24(5), 775-786. doi:10.1002/cae.21750

Duke, B., Harper, G., & Johnston, M. (2013). Connectivism as a digital age learning theory. The International HETL Review, 2013(Special Issue), 4-13.

Emelyanova, N., & Voronina, E. (2014). Introducing a learning management system at a Russian university: Students’ and teachers’ perceptions. The International Review of Research in Open and Distributed Learning, 15(1). Retrieved from https://eric.ed.gov/?id=EJ1024359

Gasaymeh, A. M. (2017). Faculty members’ concerns about adopting a learning management system (LMS): A developing country perspective. Eurasia Journal of Mathematics, Science and Technology Education, 13(11), 7527-7537. doi:10.12973/ejmste/80014

Greenhalgh, T., Robert, G., Macfarlane, F., Bate, P., & Kyriakidou, O. (2004). Diffusion of innovations in service organizations: Systematic review and recommendations. The Milbank Quarterly, 82(4), 581-629. doi:10.1111/j.0887-378X.2004.00325.x

Han, I., & Shin, W. S. (2016). The use of a mobile learning management system and academic achievement of online students. Computers & Education, 102, 79-89. doi:10.1016/j.compedu.2016.07.003

Islam, A. N. (2015). The moderation effect of user-type (educators vs. students) in learning management system continuance. Behaviour & Information Technology, 34(12), 1160-1170. doi:10.1080/0144 929X.2015.1004651

Laflen, A., & Smith, M. (2017). Responding to student writing online: Tracking student interactions with instructor feedback in a learning management system. Assessing Writing, 31, 39-52. doi:10.1016/j. asw.2016.07.003

Mafuna, M., & Wadesango, N. (2012). Students’ acceptance and experiences of the new learning management system (LMS)-wiseup. The Anthropologist, 14(4), 311-318. doi: 10.1080/09720073.2012.11891252

Meishar-Tal, H., Kurtz, G., & Pieterse, E. (2012). Facebook groups as LMS: A case study. The International Review of Research in Open and Distributed Learning, 13(4), 33-48. doi: 10.19173/irrodl. v13i4.1294

Mkhize, P., Mtsweni, E. S., & Buthelezi, P. (2016). Diffusion of innovations approach to the evaluation of learning management system usage in an open distance learning institution. The International Review of Research in Open and Distributed Learning, 17(3). doi:10.19173/irrodl.v17i3.2191

Moodle (2019). Moodle statistics. Retrieved from https://moodle.net/stats/

Park, Y., & Jo, I. H. (2017). Using log variables in a learning management system to evaluate learning activity using the lens of activity theory. Assessment & Evaluation in Higher Education, 42(4), 531- 547. doi:10.1080/02602938.2016.1158236

Pettit, J. (2014). ‘Partly self-made niches’? Student-only spaces in an LMS. Australasian Journal of Educational Technology, 30(1). doi:10.14742/ajet.493

Pilli, O., & Sozudogru, O. (2012). Students’ perceptions of using Google Plus as a learning management system. Eurasian Journal of Educational Research, 12(49), 13-28.

Rani, M., Srivastava, K. V., & Vyas, O. P. (2016). An ontological learning management system. Computer Applications in Engineering Education, 24(5), 706-722. doi:10.1002/cae.21742

Seluakumaran, K., Jusof, F. F., Ismail, R., & Husain, R. (2011). Integrating an open-source course management system (Moodle) into the teaching of a first-year medical physiology course: A case study. Advances in Physiology Education, 35(4), 369-377. doi:10.1152/advan.00008.2011

Shin, W. S., & Kang, M. (2015). The use of a mobile learning management system at an online university and its effect on learning satisfaction and achievement. The International Review of Research in Open and Distributed Learning, 16(3). doi:10.19173/irrodl.v16i3.1984

Son, J., Jeong-Dong, K., Hong-Seok, N., & Baik, D. K. (2016). A social learning management system supporting feedback for incorrect answers based on social network services. Journal of Educational Technology & Society, 19(2), 245. Retrieved from https://www.jstor.org/stable/pdf/ jeductechsoci.19.2.245.pdf

Soykan, F., & Şimşek, B. (2017). Examining studies on learning management systems in SSCI database: A content analysis study. Procedia Computer Science, 120, 871-876. doi:10.1016/j.procs.2017.11.320

Tschofen, C., & Mackness, J. (2012). Connectivism and dimensions of individual experience. The International Review of Research in Open and Distributed Learning, 13(1), 124-143.

Torrisi-Steele, G., & Drew, S. (2013). The literature landscape of blended learning in higher education: the need for better understanding of academic blended practice. International Journal for Academic Development, 1–13. doi:10.1080/1360144X.2013.786720

Venkatesh, V., Morris, M. G., Davis, G. B., & Davis, F. D. (2003). User acceptance of information technology: Toward a unified view. MIS Quarterly, 425-478. doi:10.2307/30036540

Wang, Q., Woo, H. L., Quek, C. L., Yang, Y., & Liu, M. (2012). Using the Facebook group as a learning management system: An exploratory study. British Journal of Educational Technology, 43(3), 428- 438. doi:10.1111/j.1467-8535.2011.01195.x

You, J. W. (2016). Identifying significant indicators using LMS data to predict course achievement in online learning. The Internet and Higher Education, 29, 23-30. doi:10.1016/j.iheduc.2015.11.003

Zanjani, N., Edwards, S. L., Nykvist, S., & Geva, S. (2016). LMS acceptance: The instructor role. The Asia- Pacific Education Researcher, 25(4), 519-526. doi:10.1007/s40299-016-0277-2

Zanjani, N., Edwards, S. L., Nykvist, S., & Geva, S. (2017). The important elements of LMS design that affect user engagement with e-learning tools within LMSs in the higher education sector. Australasian Journal of Educational Technology, 33(1). doi:10.14742/ajet.2938

Kaynak Göster

APA Altınpulluk, H , Kesım, M . (2021). A SYSTEMATIC REVIEW OF THE TENDENCIES IN THE USE OF LEARNING MANAGEMENT SYSTEMS . Turkish Online Journal of Distance Education , 22 (3) , 40-54 . DOI: 10.17718/tojde.961812