Wearable Technology in Education to Enhance Technical MOOCs

Siti Feirusz Ahmad Fesol, Sazilah Salam, Norasiken Bakar

Abstract


The low completion rate issue in MOOCs has become one of the main highlights by researchers. It is reported that only 10 to 15 percent of the students were able to complete the MOOCs. This low completion rate is due to the students are less engaged with the MOOCs content causing them to become demotivated to complete the whole MOOCs. Engaging students in MOOCs environment, especially for non-technical subjects, suited very well. However, for technical MOOCs, it involves significant challenges because technical MOOCs must be able to offer the students with practice-oriented learning outcome in-order for the MOOCs to be effective and engaging. Due to the above issue, this paper discussed an improvised MOOCs model for teaching technical subjects with the intervention in the use of wearable technology. A discussion on the e-content and e-activity of the technical MOOC learning design was presented. This study implemented the proposed technical MOOC model through the MOOC development. The students’ perception of the technical MOOC was then evaluated, and all the results were explained in the discussion part. Results of the correlation test revealed that all of the technical MOOC variables correlated substantially and held a positive relationship with students’ perception variable with r=.3 to 1.0, p < .0005. In addition, this result also suggests that the learning materials produced by wearable technology do contribute towards the positive effect of students’ perception when learning technical MOOC.

Keywords


technical MOOC; wearable technology; smart glass; science MOOC; MOOC design

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References


J. Mullen, C. Byun, V. Gadepally, S. Samsi, A. Reuther and J. Kepner, "Learning by doing, High-Performance Computing education in the MOOC era," Journal of Parallel and Distributed Computing, 2017.

K. F. Hew, "Towards a model of engaging online students: lessons from MOOCs and four policy documents," International Journal of Information and Education Technology 5, no. 6, pp. 425-431, 2015.

Y. P. L. Zhu and J. Shang, "Improving Video Engagement by Gamification: A Proposed Design of MOOC Videos," International Conference on Blended Learning, pp. 433-444, 2017.

MoocLab, 2017. MoocLab Report: The Global MOOC Landscape - 2017 A look at the numbers, the geography & the language of MOOCs. [Online] Available at: https://www.mooclab.club/ resources/mooclab-report-the-global-MOOC-landscape-2017.214/

F. G. Loro, A. Macho, E. Sancristobal, M. R. Artacho, G. Díaz and M. Castro, "Remote laboratories for electronics and new steps in learning process integration," Remote Engineering and Virtual Instrumentation (REV), 2016 13th International Conference, pp. 112-117, 2016.

N. Spyropoulou, C. Pierrakeas, and A. Kameas, "Creating MOOC Guidelines based on best practices," EDULEARN14 Proceedings, pp. 6981-6990, 2014.

L. Stuchlikova, A. Kosa, P. Benko and D. Donoval, "Massive open online courses in microelectronics education," Microelectronics Education (EWME), 10th European Workshop, pp. 31-36, 2014.

T. Daradoumis, R. Bassi, F. Xhafa and S. Caballé, "A review on massive e-learning (MOOC) design, delivery and assessment," P2P, Parallel, Grid, Cloud and Internet Computing (3PGCIC), 2013 Eighth International Conference, pp. 208-213, 2013.

A. Bill, H. Maggie, N. Mark, C. Gráinne, S. Keith and V. Norm, "Alt-Ed: ASCILITE 2012," 2012. [Online]. Available: http://alternative-educate.blogspot.co.uk/2012/12/audio-ascilite-2012-great-debate-moocs.html.

K. S. Hone and G. R. El Said, "Exploring the factors affecting MOOC retention: A survey study," Computers & Education, vol. 98, pp. 157-168, 2016.

D. Gamage, I. Perera, and S. Fernando, "A framework to analyze the effectiveness of learning in MOOC: Learners perspective," 8th International Conference on Ubi-Media Computing (UMEDIA), pp. 236-241, 2015a.

A. M. F. Yousef, M. A. Chatti, U. Schroeder and M. Wosnitza, "What drives a successful MOOC? An empirical examination of criteria to assure design quality of MOOCs," Advanced Learning Technologies (ICALT), 2014 IEEE 14th International Conference, pp. 44-48, 2014.

F. Garcia, G. Diaz, M. Tawfik, S. Martin, E. Sancristobal and M. Castro, "A practice-based MOOC for learning electronics," Global Engineering Education Conference (EDUCON), pp. 969-974, 2014.

A. Vaibhav and P. Gupta, "Gamification of MOOCs for increasing user engagement," MOOC, Innovation, and Technology in Education (MITE) 2014 IEEE International Conference, pp. 290-295, 2014.

O. B. Gené, M. M. Núñez, and Á. F. Blanco, "Gamification in MOOC: challenges, opportunities, and proposals for advancing MOOC model," Proceedings of the Second International Conference on Technological Ecosystems for Enhancing Multiculturality, pp. 215-220, 2014.

M. Furini, "On gamifying the transcription of digital video lectures," Entertainment Computing, 14, pp. 23-31, 2016.

P. Ventura, E. Bárcena and E. Martín-Monje, "Analysis of the impact of social feedback on written production and student engagement in Language MOOCs," Procedia-Social and Behavioral Sciences, 141, pp. 512-517, 2014.

N. Ostashewski, J. Howell, and J. Dron, "Crowdsourcing MOOC Interactions: Using a Social Media Site cMOOC to Engage Students in University Course Activities.," Pan-Commonwealth Forum 8, p. ID: 258, 2016.

C. Gütl, R. H. Rizzardini, V. Chang and M. Morales, "Attrition in MOOC: Lessons learned from drop-out students," International Workshop on Learning Technology for Education in Cloud, pp. 37-48, 2014.

M. Ward, "Using animated visualization in Computer Assisted Language Learning," Human System Interactions (HSI), 2016 9th International Conference, pp. 38-44, 2016.

N. Nordin, H. Norman, M. A. Embi, A. Z. Mansor and F. Idris, "Factors for Development of Learning Content and Task for MOOCs in an Asian Context," International Education Studies, 9(5), pp. 48-61, 2016.

S. F. A. Fesol and S. Salam, "Towards MOOC for technical courses: A blended learning empirical analysis," User Science and Engineering (i-USEr), 2016 4th International Conference, pp. 116-121, 2016.

N. M. Hicks, D. Roy, S. Shah, K. A. Douglas, P. Bermel, H. A. Diefes-Dux and K. Madhavan, "Integrating analytics and surveys to understand fully engaged learners in a highly-technical STEM MOOC," Frontiers in Education Conference (FIE), 2016 IEEE, pp. 1-9, 2016.

M. Bower and D. Sturman, "What are the educational affordances of wearable technologies?," Computers & Education, 88, pp. 343-353, 2015.

D. Sapargaliyev, "Wearable Technology in Education: From Handheld to Hands-Free Learning," Technology in Education. Transforming Educational Practices with Technology, pp. 55-60, 2015.

I. Buchem, A. Merceron, J. Kreutel, M. Haesner and A. Steinert, "Designing for User Engagement in Wearable-technology Enhanced Learning for Healthy Ageing," Intelligent Environments (Workshops), pp. 314-324, 2015.

B. Chaballout, M. Molloy, J. Vaughn, R. Brisson III and R. Shaw, "Feasibility of Augmented Reality in Clinical Simulations: Using Google Glass With Manikins," JMIR Medical Education, vol. 2, no. 1, 2016.

S. Yuen, Y. Gallayanee and J. Erik, "Augmented reality: An overview and five directions for AR in education," Journal of Educational Technology Development and Exchange 4.1, pp. 119-140, 2011.

S. Iqbal, X. Zang, Y. Zhu, D. Hussain, J. Zhao, M. M. Gulzar and S. Rasheed, "Towards MOOCs and Their Role in Engineering Education," Information Technology in Medicine and Education (ITME), 2015 7th International Conference, pp. 705-709, 2015.

M. Castro, M. Tawfik, F. García, F. Loro and E. Sancristobal, "Combining Remote Laboratories and Massive Open Online Courses (MOOCs) for Teaching Electronics," Society for Information Technology & Teacher Education International Conference, pp. 2086-2090, 2014.

T. J. Zajdel and M. M. Maharbiz, "Introducing Electronics at Scale with a Massive Online Circuits Lab," Proceedings of the 123rd ASEE Annual Conference & Exposition, 2016.

T. Wu, C. Dameff, and J. Tully, "Integrating Google Glass into simulation-based training: experiences and future directions," Journal of Biomedical Graphics and Computing, 4(2), 49, 2014.

D. A. Zahl, S. M. Schrader and P. C. Edwards, "Student perspectives on using egocentric video recorded by smart glasses to assess communicative and clinical skills with standardized patients," European Journal of Dental Education, 2016.

S. Vallurupalli, H. Paydak, S. Agarwal, M. Agrawal and C. Assad-Kottner, "Wearable technology to improve education and patient outcomes in a cardiology fellowship program- A feasibility study," Health and Technology, vol. 3, no. 4, p. 267– 270, 2013.

W. Glauser, "Doctors among early adopters of Google Glass," Canadian Medical Association Journal 109, 2013.

T. Phan, S. G. McNeil, and B. R. Robin, "Students’ patterns of engagement and course performance in a Massive Open Online Course," Computers & Education, 95, pp. 36-44, 2016.

B. J. Swinnerton, N. P. Morris, S. Hotchkiss and J. D. Pickering, "The integration of an anatomy massive open online course (MOOC) into a medical anatomy curriculum," Anatomical sciences education, 10(1), pp. 53-67, 2017.

W. Abeer and B. Miri, "Students’ Preferences and Views about Learning in a MOOC," Procedia-Social and Behavioural Sciences, 152, pp. 318-323, 2014.

M. Liu, J. Kang, M. Cao, M. Lim, Y. Ko, R. Myers and A. Schmitz Weiss, "Understanding MOOCs as an emerging online learning tool: Perspectives from the students," American Journal of Distance Education, 28(3), pp. 147-159, 2015.

P. F. Mitros, K. K. Afridi, G. J. Sussman, C. J. Terman, J. K. White, L. Fischer and A. Agarwal, "Teaching electronic circuits online: Lessons from MITx's 6.002 x on edX," Circuits and Systems (ISCAS), 2013 IEEE International Symposium, pp. 2763-2766, 2013.

U. Rehman and S. Cao, "Augmented Reality-Based Indoor Navigation Using Google Glass as a Wearable Head-Mounted Display," Systems, Man, and Cybernetics (SMC), 2015 IEEE International Conference, pp. 1452-1457, 2015.

X. S. Zheng, C. Foucault, P. Matos da Silva, S. Dasari, T. Yang and S. Goose, "Eye-wearable technology for machine maintenance: Effects of the display position and hands-free operation," Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, pp. 2125-2134, 2015.

J. Y. C. Chang, L. Y. Tsui, K. S. K. Yeung, S. W. Y. Yip and G. K. K. Leung, "Surgical vision: Google Glass and surgery," Surgical innovation, 23(4), pp. 422-426, 2016.

P. Kim, "Massive open online courses: the MOOC revolution," New York, NY: Taylor & Francis, 2015.

R. Andersen and M. Ponti, "Participatory pedagogy in an open educational course: challenges and opportunities," Distance Education, 35(2), pp. 234-249, 2014.

M. H. Baturay, "An overview of the world of MOOCs," Procedia-Social and Behavioral Sciences, 174, pp. 427-433, 2015.

X. Chen, L. Xu, Y. Wang, H. Wang, F. Wang, X. Zeng and J. Egger, "Development of a surgical navigation system based on augmented reality using an optical see-through head-mounted display," Journal of biomedical informatics, 55, pp. 124-131, 2015.

Á. Fidalgo-Blanco, M. L. Sein-Echaluce, and F. J. García-Peñalvo, "Methodological Approach and Technological Framework to break the current limitations of MOOC model," Journal of Universal Computer Science, 21(5), pp. 712-734, 2015.

D. Gamage, S. Fernando, and I. Perera, "Quality of MOOCs: A review of the literature on effectiveness and quality aspects," Ubi-Media Computing (UMEDIA), 2015 8th International Conference, pp. 224-229, 2015b.

N. Hood, A. Littlejohn and C. Milligan, "Context counts: How learners' contexts influence learning in a MOOC," Computers & Education, 91, pp. 83-91, 2015.

M. S. Hossain, M. S. Islam, J. V. Glinsky, R. Lowe, T. Lowe and L. A. Harvey, "A massive open online course (MOOC) can be used to teach physiotherapy students about spinal cord injuries: a randomised trial," Journal of physiotherapy, 61(1), pp. 21-27, 2015.

P. Lowenthal and C. Hodges, "In search of quality: Using Quality Matters to analyze the quality of massive, open, online courses (MOOCs)," The International Review of Research in Open and Distributed Learning, 16(5), 2015.

N. Spyropoulou, G. Demopoulos, C. Pierrakeas, I. Koutsonikos and A. Kameas, "Developing a Computer Programming MOOC," Procedia Computer Science, 65, pp. 182-191, 2015.

W. Xing, X. Chen, J. Stein and M. Marcinkowski, "Temporal prediction of dropouts in MOOCs: Reaching the low hanging fruit through stacking generalization," Computers in Human Behavior, 58, pp. 119-129, 2016.

J. Zhang, "Can MOOCs be interesting to students? An experimental investigation from regulatory focus perspective," Computers & Education, 95, pp. 340-351, 2016.

P. J. Guo, J. Kim and R. Rubin, "How video production affects student engagement: An empirical study of mooc videos. In," Proceedings of the first ACM conference on Learning@ scale conference, pp. 41-50, 2014.

J. Cohen, "Statistical power analysis," Current directions in psychological science, 1(3), pp. 98-101, 1992.

J. Cohen, P. Cohen, S. G. West, and L. S. Aiken, Applied multiple regression/correlation analysis for the behavioral sciences, Routledge, 2013.




DOI: http://dx.doi.org/10.18517/ijaseit.8.5.3929

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