Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education

James R. Birt; Darryl Clare; Michael A. Cowling

doi:10.1109/SeGAH.2019.8882435

Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education

James R. Birt, Darryl Clare, Michael A. Cowling

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

136 Downloads (Pure)

Abstract

Mobile mixed reality has been shown to increase higher achievement and lower cognitive load within spatial disciplines. However, traditional methods of assessment restrict examiners ability to holistically assess spatial understanding. Multimodal learning analytics seeks to investigate how combinations of data types such as spatial data and traditional assessment can be combined to better understand both the learner and learning environment. This paper explores the pedagogical possibilities of a smartphone enabled mixed reality multimodal learning analytics case study for health education, focused on learning the anatomy of the heart. The context for this study is the first loop of a design based research study exploring the acquisition and retention of knowledge by piloting the proposed system with six practicing health experts. Outcomes from the pilot study showed engagement and enthusiasm of the method among the experts, but also demonstrated problems to overcome in the pedagogical method before deployment with learners.

Original language	English
Title of host publication	2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH)
Editors	Duarte Duque, Jeremy White, Nuno Rodrigues, Joao L. Vilaca, Nuno Dias
Pages	1-6
Number of pages	6
ISBN (Electronic)	9781728103006
DOIs	https://doi.org/10.1109/SeGAH.2019.8882435
Publication status	Published - 5 Aug 2019
Event	7th IEEE International Conference on Serious Games and Applications for Health - Kyoto, Kyoto, Japan Duration: 5 Aug 2019 → 7 Aug 2019 Conference number: 7th http://www.segah.org/2019/index.html

Publication series

Name	2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019

Conference

Conference	7th IEEE International Conference on Serious Games and Applications for Health
Abbreviated title	SeGAH 2019
Country	Japan
City	Kyoto
Period	5/08/19 → 7/08/19
Internet address	http://www.segah.org/2019/index.html

Access to Document

10.1109/SeGAH.2019.8882435

Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health EducationAccepted author manuscript, 1.13 MBLicence: Other

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3 Invited talk
1 Organising a conference, workshop, ...

XR Enhanced Simulation in Higher Education - Presentation to the Auckland University of Technology Scholarship of Technology Enhanced Learning Group
James Birt (Speaker) & Michael A. Cowling (Speaker)
9 Aug 2019
Activity: Talk or presentation › Invited talk
Presenting Mixed Reality Research Lab: Mobile MR Demo
James Birt (Speaker)
31 Jan 2019
Activity: Talk or presentation › Invited talk
8th International Conference on Serious Games and Applications for Health
James Birt (Member of programme committee)
2 Mar 2020 → 31 Aug 2020
Activity: Participating in or organising an event › Organising a conference, workshop, ...

4 Article
1 Chapter
1 Conference contribution
1 Presentation

Mixed Reality Multimodal Learning Analytics
Cowling, M. A. & Birt, J. R., 27 Jan 2020, Encyclopedia of Educational Innovation. Peters, M. & Heraud, R. (eds.). Springer
Research output: Chapter in Book/Report/Conference proceeding › Chapter › Research › peer-review

Open Access
File
12 Downloads (Pure)
Assessing mobile mixed reality affordances as a comparative visualization pedagogy for design communication
Birt, J. R. & Cowling, M. A., 28 Nov 2018, In: Research in Learning Technology. 26, 25 p., 2128 .
Research output: Contribution to journal › Article › Research › peer-review

Open Access
File
7 Citations (Scopus)

90 Downloads (Pure)
Integrating Mixed Reality Spatial Learning Analytics into Secure Electronic Exams
Cowling, M. A., Hillier, M. & Birt, J. R., 28 Nov 2018, ASCILITE 2018 Conference Proceedings - Open Oceans: Learning without borders. Campbell, M., Willems, J., Adachi, C., Blake, D., Doherty, I., Krishnan, S., Macfarlane, S., Ngo, L., O’Donnell, M., Palmer, S., Riddell, L., Story, I., Suri, H. & Tai, J. (eds.). ASCILITE, p. 330-334 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

Open Access
File

Cite this

Birt, J. R., Clare, D., & Cowling, M. A. (2019). Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education. In D. Duque, J. White, N. Rodrigues, J. L. Vilaca, & N. Dias (Eds.), 2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH) (pp. 1-6). [8882435] (2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019). https://doi.org/10.1109/SeGAH.2019.8882435

Birt, James R. ; Clare, Darryl ; Cowling, Michael A. / Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education. 2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH). editor / Duarte Duque ; Jeremy White ; Nuno Rodrigues ; Joao L. Vilaca ; Nuno Dias. 2019. pp. 1-6 (2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019).

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abstract = "Mobile mixed reality has been shown to increase higher achievement and lower cognitive load within spatial disciplines. However, traditional methods of assessment restrict examiners ability to holistically assess spatial understanding. Multimodal learning analytics seeks to investigate how combinations of data types such as spatial data and traditional assessment can be combined to better understand both the learner and learning environment. This paper explores the pedagogical possibilities of a smartphone enabled mixed reality multimodal learning analytics case study for health education, focused on learning the anatomy of the heart. The context for this study is the first loop of a design based research study exploring the acquisition and retention of knowledge by piloting the proposed system with six practicing health experts. Outcomes from the pilot study showed engagement and enthusiasm of the method among the experts, but also demonstrated problems to overcome in the pedagogical method before deployment with learners.",

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Birt, JR, Clare, D & Cowling, MA 2019, Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education. in D Duque, J White, N Rodrigues, JL Vilaca & N Dias (eds), 2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH)., 8882435, 2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019, pp. 1-6, 7th IEEE International Conference on Serious Games and Applications for Health
, Kyoto, Japan, 5/08/19. https://doi.org/10.1109/SeGAH.2019.8882435

Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education. / Birt, James R.; Clare, Darryl; Cowling, Michael A.

2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH). ed. / Duarte Duque; Jeremy White; Nuno Rodrigues; Joao L. Vilaca; Nuno Dias. 2019. p. 1-6 8882435 (2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research › peer-review

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Birt JR, Clare D, Cowling MA. Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education. In Duque D, White J, Rodrigues N, Vilaca JL, Dias N, editors, 2019 IEEE 7th International Conference on Serious Games and Applications for Health (SeGAH). 2019. p. 1-6. 8882435. (2019 IEEE 7th International Conference on Serious Games and Applications for Health, SeGAH 2019). https://doi.org/10.1109/SeGAH.2019.8882435

Piloting Multimodal Learning Analytics using Mobile Mixed Reality in Health Education

Abstract

Publication series

Conference

Access to Document

XR Enhanced Simulation in Higher Education - Presentation to the Auckland University of Technology Scholarship of Technology Enhanced Learning Group

Presenting Mixed Reality Research Lab: Mobile MR Demo

8th International Conference on Serious Games and Applications for Health

Mixed Reality Multimodal Learning Analytics

Assessing mobile mixed reality affordances as a comparative visualization pedagogy for design communication

Integrating Mixed Reality Spatial Learning Analytics into Secure Electronic Exams

Cite this