Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom

R. Martinez-Maldonado; S. Buckingham-Shum; M. Pechenizkiy; T. Power; C. Hayes; C. Axisa

doi:10.1145/3079628.3079697

Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom

R. Martinez-Maldonado, S. Buckingham-Shum, M. Pechenizkiy, T. Power, C. Hayes, C. Axisa

Data Mining

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

4 Citations (Scopus)

Abstract

In many situations, it remains critical for team members to develop strategies to effectively use the space and tools available to complete demanding tasks. However, despite the availability of sensors and analytics for instrumenting physical space, relatively little progress has been made in modelling the embodied dimensions of co-located teamwork. This paper explores an in-The-wild pilot study through which we explore a methodology to model embodied mobility teamwork strategies in the context of healthcare education. We developed the means for tracking, clustering and processing student-nurses' mobility data around a patient manikin. We illustrate the feasibility of our approach by discussing ways to make sense of these data to uncover meaningful trends, and the inherent challenges of applying physical space analytics in authentic settings.

Original language	English
Title of host publication	UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia
Place of Publication	New York
Publisher	Association for Computing Machinery, Inc
Pages	308-312
Number of pages	5
ISBN (Print)	978-1-4503-4635-1
DOIs	https://doi.org/10.1145/3079628.3079697
Publication status	Published - 9 Jul 2017
Event	25th International Conference on User Modeling, Adaptation and Personalization (UMAP 2017) - Bratislava, Slovakia Duration: 9 Jul 2017 → 12 Jul 2017 http://www.um.org/umap2017/

Conference

Conference	25th International Conference on User Modeling, Adaptation and Personalization (UMAP 2017)
Country/Territory	Slovakia
City	Bratislava
Period	9/07/17 → 12/07/17
Internet address	http://www.um.org/umap2017/

Keywords

Collaboration
Computer vision
Group modelling
Physical analytics
Proximity data
Simulation-based learning
Teamwork

Access to Document

10.1145/3079628.3079697

Cite this

Martinez-Maldonado, R., Buckingham-Shum, S., Pechenizkiy, M., Power, T., Hayes, C., & Axisa, C. (2017). Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom. In UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia (pp. 308-312). Association for Computing Machinery, Inc. https://doi.org/10.1145/3079628.3079697

@inproceedings{f976b1db9d314a60a3659caaab2b778f,

title = "Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom",

abstract = "In many situations, it remains critical for team members to develop strategies to effectively use the space and tools available to complete demanding tasks. However, despite the availability of sensors and analytics for instrumenting physical space, relatively little progress has been made in modelling the embodied dimensions of co-located teamwork. This paper explores an in-The-wild pilot study through which we explore a methodology to model embodied mobility teamwork strategies in the context of healthcare education. We developed the means for tracking, clustering and processing student-nurses' mobility data around a patient manikin. We illustrate the feasibility of our approach by discussing ways to make sense of these data to uncover meaningful trends, and the inherent challenges of applying physical space analytics in authentic settings.",

keywords = "Collaboration, Computer vision, Group modelling, Physical analytics, Proximity data, Simulation-based learning, Teamwork",

author = "R. Martinez-Maldonado and S. Buckingham-Shum and M. Pechenizkiy and T. Power and C. Hayes and C. Axisa",

year = "2017",

month = jul,

day = "9",

doi = "10.1145/3079628.3079697",

language = "English",

isbn = "978-1-4503-4635-1 ",

pages = "308--312",

booktitle = "UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia",

publisher = "Association for Computing Machinery, Inc",

address = "United States",

note = "25th International Conference on User Modeling, Adaptation and Personalization (UMAP 2017) ; Conference date: 09-07-2017 Through 12-07-2017",

url = "http://www.um.org/umap2017/",

}

Martinez-Maldonado, R, Buckingham-Shum, S, Pechenizkiy, M, Power, T, Hayes, C & Axisa, C 2017, Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom. in UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia. Association for Computing Machinery, Inc, New York, pp. 308-312, 25th International Conference on User Modeling, Adaptation and Personalization (UMAP 2017), Bratislava, Slovakia, 9/07/17. https://doi.org/10.1145/3079628.3079697

Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom. / Martinez-Maldonado, R.; Buckingham-Shum, S.; Pechenizkiy, M. et al.
UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia. New York: Association for Computing Machinery, Inc, 2017. p. 308-312.

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

TY - GEN

T1 - Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom

AU - Martinez-Maldonado, R.

AU - Buckingham-Shum, S.

AU - Pechenizkiy, M.

AU - Power, T.

AU - Hayes, C.

AU - Axisa, C.

PY - 2017/7/9

Y1 - 2017/7/9

N2 - In many situations, it remains critical for team members to develop strategies to effectively use the space and tools available to complete demanding tasks. However, despite the availability of sensors and analytics for instrumenting physical space, relatively little progress has been made in modelling the embodied dimensions of co-located teamwork. This paper explores an in-The-wild pilot study through which we explore a methodology to model embodied mobility teamwork strategies in the context of healthcare education. We developed the means for tracking, clustering and processing student-nurses' mobility data around a patient manikin. We illustrate the feasibility of our approach by discussing ways to make sense of these data to uncover meaningful trends, and the inherent challenges of applying physical space analytics in authentic settings.

AB - In many situations, it remains critical for team members to develop strategies to effectively use the space and tools available to complete demanding tasks. However, despite the availability of sensors and analytics for instrumenting physical space, relatively little progress has been made in modelling the embodied dimensions of co-located teamwork. This paper explores an in-The-wild pilot study through which we explore a methodology to model embodied mobility teamwork strategies in the context of healthcare education. We developed the means for tracking, clustering and processing student-nurses' mobility data around a patient manikin. We illustrate the feasibility of our approach by discussing ways to make sense of these data to uncover meaningful trends, and the inherent challenges of applying physical space analytics in authentic settings.

KW - Collaboration

KW - Computer vision

KW - Group modelling

KW - Physical analytics

KW - Proximity data

KW - Simulation-based learning

KW - Teamwork

UR - http://www.scopus.com/inward/record.url?scp=85026755993&partnerID=8YFLogxK

U2 - 10.1145/3079628.3079697

DO - 10.1145/3079628.3079697

M3 - Conference contribution

AN - SCOPUS:85026755993

SN - 978-1-4503-4635-1

SP - 308

EP - 312

BT - UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia

PB - Association for Computing Machinery, Inc

CY - New York

T2 - 25th International Conference on User Modeling, Adaptation and Personalization (UMAP 2017)

Y2 - 9 July 2017 through 12 July 2017

ER -

Martinez-Maldonado R, Buckingham-Shum S, Pechenizkiy M, Power T, Hayes C, Axisa C. Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom. In UMAP '17 Proceedings of the 25th Conference on User Modeling, Adaptation and Personalization, 9-12 July 2017, Bratislava, Slovakia. New York: Association for Computing Machinery, Inc. 2017. p. 308-312 doi: 10.1145/3079628.3079697

Modelling embodied mobility teamwork strategies in a simulation-based healthcare classroom

Abstract

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Cite this