Iranian Journal of Curriculum Studies

Iranian Journal of Curriculum Studies

The Effectiveness of Learning Analytics Dashboards in Synchronous E-Learning Environments for Enhancing Students’ Engagement

Document Type : Original Article

Authors
1 Department of Educational Sciences. Faculty of Humanities. Tarbiat Modares University
2 Department of Education Faculty of Humanities Tarbiat Modares University Tehran Iran
Abstract
The aim of this study was to investigate the effectiveness of using a learning analytics dashboard in synchronous e-learning environments on increasing student engagement in a teaching methods course. A quasi-experimental single-group design with pre-test and post-test was used for this purpose. The participants in this study included 34 students from teaching competency courses, who were selected through convenience sampling. The BigBlueButton platform, which features a learning analytics dashboard, was utilized over six sessions. The data was collected using the learning analytics tool from the BigBlueButton platform. The results indicated that using a visual learning analytics dashboard had a significant impact on the number of emojis sent, the number of times participants raised their hands, speaking time, and the number of questions answered. Although the average number of messages increased after the dashboard was displayed, this increase was not statistically significant. Therefore, dashboards can lead to an increase in learning opportunities. Based on these results, it is suggested that virtual education platforms in universities and educational centers could be equipped with simultaneous learning analytics dashboards and future researches should be developed in this field.
Keywords

Abbasi, M., Ghamoushi, M., & Mohammadi Zenouzagh, Z. (2023). EFL learners’ engagement in online learning context: development and validation of potential measurement inventory. Universal Access in the Information Society, 0123456789. https://doi.org/10.1007/s10209-023-00993-0
Abou-Khalil, V., Helou, S., Khalifé, E., Chen, M. A., Majumdar, R., & Ogata, H. (2021). Emergency Online Learning in Low-Resource Settings: Effective Student Engagement Strategies. Education Sciences, 11(1), 24. https://doi.org/10.3390/educsci11010024
Archambault, L., Leary, H., & Rice, K. (2022). Pillars of online pedagogy: A framework for teaching in online learning environments. Educational Psychologist, 57(3), 178–191. https://doi.org/10.1080/00461520.2022.2051513
Carini, R. M., Kuh, G. D., & Klein, S. P. (2006). Student engagement and student learning: Testing the linkages. Research in Higher Education, 47(1), 1–32. https://doi.org/10.1007/s11162-005-8150-9
Chen, L., Min, L., Goda, Y., & Yamada, M. (2019). Design of Learning Analytics Dashboard Supporting Metacognition. https://doi.org/10.33965/celda2019_201911l022
Daher, W., Sabbah, K., & Abuzant, M. (2021). Affective Engagement of Higher Education Students in an Online Course. Emerging Science Journal, 5(4), 545–558. https://doi.org/10.28991/esj-2021-01296
Fadhilah, M., Sutrisna, S., Muslimah, S. N., & Ihsan, M. T. (2021). An exploring methods in online learning: Synchronous and asynchronous. ETDC: Indonesian Journal of Research and Educational Review, 1(1), 74–81.
Guo, L., Du, J., & Zheng, Q. (2023). Understanding the Evolution of Cognitive Engagement With Interaction Levels in Online Learning Environments: Insights From Learning Analytics and Epistemic Network Analysis. In Journal of Computer Assisted Learning. https://doi.org/10.1111/jcal.12781
Halverson, L. R., & Graham, C. R. (2019). Learner engagement in blended learning environments: A conceptual framework. Online Learning Journal, 23(2), 145–178. https://doi.org/10.24059/olj.v23i2.1481
Hampton, D., & Pearce, P. F. (2016). Student engagement in online nursing courses. Nurse Educator, 41(6), 294–298.
Hasnine, M. N. & G. A. (2021). Visualizations and Dashboards for Learning Analytics (M. Sahin & D. Ifenthaler (eds.); Issue January 2022). Springer International Publishing. https://doi.org/10.1007/978-3-030-81222-5
Hasnine, M. N., Nguyen, H. T., Tran, T. T. T., Bui, H. T. T., Akçapınar, G., & Ueda, H. (2023). A Real-Time Learning Analytics Dashboard for Automatic Detection of Online Learners’ Affective States. Sensors, 23(9), 4243. https://doi.org/10.3390/s23094243
Heilporn, G., Lakhal, S., & Bélisle, M. (2021). An examination of teachers’ strategies to foster student engagement in blended learning in higher education. International Journal of Educational Technology in Higher Education, 18(1). https://doi.org/10.1186/s41239-021-00260-3
Hollins, N. A., & Peterson, S. (2022). Blending Active Student Responding with Online Instruction to Evaluate Response Accuracy and Student Engagement. Journal of Behavioral Education, 1–24.
Khan, R. A., Atta, K., Sajjad, M., & Jawaid, M. (2021). Twelve tips to enhance student engagement in synchronous online teaching and learning. Medical Teacher, 0(0), 1–11. https://doi.org/10.1080/0142159X.2021.1912310
Lowenthal, P. R., Humphrey, M., Conley, Q., Dunlap, J. C., Greear, K., Lowenthal, A., & Giacumo, L. A. (2020). CREATING ACCESSIBLE AND INCLUSIVE ONLINE LEARNING Moving Beyond Compliance and Broadening the Discussion. The Quarterly Review of Distance Education, 21(2), 1–21.
McBrien, J. L., Cheng, R., & Jones, P. (2009). Virtual spaces: Employing a synchronous online classroom to facilitate student engagement in online learning. International Review of Research in Open and Distributed Learning, 10(3).
Mosher, C., Morton, A., & Palaganas, J. C. (2021). Perspectives of Engagement in Distance Debriefings. In Advances in Simulation. https://doi.org/10.1186/s41077-021-00192-y
Öztürk, M. (2021). Asynchronous online learning experiences of students in pandemic process: Facilities, challenges, suggestions. Turkish Online Journal of Qualitative Inquiry, 12(2), 173–200.
Pesare, E., Roselli, T., & Rossano, V. (2016). Visualizing student engagement in e-learning environment. June 2017. https://doi.org/10.18293/DMS2016-028
Rajabalee, Y. B., & Santally, M. I. (2021). Learner satisfaction, engagement and performances in an online module: Implications for institutional e-learning policy. Education and Information Technologies, 26(3), 2623–2656. https://doi.org/10.1007/s10639-020-10375-1
Ruiz, J. G., Mintzer, M. J., & Leipzig, R. M. (2006). The Impact of E-Learning in Medical Education. 81(3), 207–212.
Sharples, M., Adams, A., Alozie, N., Ferguson, R., Fitzgerald, E., Gaved, M., Mcandrew, P., Means, B., Remold, J., Rienties, B., Roschelle, J., Vogt, K., Whitelock, D., & Yarnall, L. (2017). Innovating Pedagogy 2017: Open University Report 6. In Innovation report 6.
Shoepe, T. C., Mcmanus, J. F., August, S. E., Mattos, N. L., Vollucci, T. C., Sparks, P. R., Shoepe, T. C., Mcmanus, J. F., August, S. E., Mattos, N. L., Vollucci, T. C., Sparks, P. R., Prompts, I., & Engagement, S. (2020). Instructor Prompts and Student Engagement in Synchronous Online Nutrition Classes. 3647. https://doi.org/10.1080/08923647.2020.1726166
Siemens, G., & Long, P. (2011). Penetrating the fog: Analytics in learning and education. EDUCAUSE Review, 46(5), 30.
Stelter, A. K. (2022). Dissecting Virtual Cadavers: The Impact of Augmented Reality on Undergraduate Students’ Motivation to Learn Human Anatomy. Concordia University Irvine.
Stokes-Parish, J. B., Duvivier, R., & Jolly, B. (2020). How does moulage contribute to medical students’ perceived engagement in simulation? A mixed-methods pilot study. Advances in Simulation, 5(1), 23. https://doi.org/10.1186/s41077-020-00142-0
Tom, A. C. (2018). Integration of Learning Analytics techniques and Gamification : an experimental study. https://doi.org/10.1109/ICALT.2018.00039
Ulfa, S., Fattawi, I., Surahman, E., & Yusuke, H. (2019). Investigating Learners’ Perception of Learning Analytics Dashboard to Improve Learning Interaction in Online Learning System. 2019 5th International Conference on Education and Technology, ICET 2019, 49–54. https://doi.org/10.1109/ICET48172.2019.8987229
Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L. (2013). Behavioral Scientist. February. https://doi.org/10.1177/0002764213479363
Vlachopoulos, D., & Makri, A. (2019). Online communication and interaction in distance higher education: A framework study of good practice. International Review of Education, 65(4), 605–632.
Wladis, C., Hachey, A. C., & Conway, K. M. (2021). Differences in Academic Resiliency When the Pandemic Forced Courses Online: Was Prior Online Coursetaking Protective? EDEN Conference Proceedings, 4(1), 312–321. https://doi.org/10.38069/edenconf-2021-ac0030
Yehya, F. M. (2020). Promoting Technology- Implementation Learning paradigm for online learning in secondary Education. Global Journal of Information Technology: Emerging Technologies, 10(1), 12–21. https://doi.org/10.18844/gjit.v10i1.4620
 

  • Receive Date 01 June 2024
  • Revise Date 05 February 2025
  • Accept Date 18 September 2024