A Computational Network Model for Shared Mental Models in Hospital Operation Rooms

Laila van Ments; Jan Treur; Jan Klein; Peter Roelofsma

doi:10.1007/978-3-030-86993-9_7

A Computational Network Model for Shared Mental Models in Hospital Operation Rooms

Laila van Ments
, Jan Treur^*
, Jan Klein
, Peter Roelofsma

^*Corresponding author for this work

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

214 Downloads (Pure)

Abstract

This paper describes a network model for mental processes making use of shared mental models (SMM) of team performance. The paper illustrates the value of adequate SMM’s for safe and efficient team performance. The addressed application context is that of a medical team performing a tracheal intubation executed by a nurse and a medical specialist. Simulations of successful and unsuccessful team performance have been performed, some of which are presented. The paper discusses potential further elaborations for future research as well as implications for other domains of team performance.

Original language	English
Title of host publication	Brain Informatics
Subtitle of host publication	14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings
Editors	Mufti Mahmud, M Shamim Kaiser, Stefano Vassanelli, Qionghai Dai, Ning Zhong
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	67-78
Number of pages	12
ISBN (Electronic)	9783030869939
ISBN (Print)	9783030869922
DOIs	https://doi.org/10.1007/978-3-030-86993-9_7
Publication status	Published - 2021
Event	14th International Conference on Brain Informatics, BI 2021 - Virtual, Online Duration: 17 Sept 2021 → 19 Sept 2021

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	12960 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	14th International Conference on Brain Informatics, BI 2021
City	Virtual, Online
Period	17/09/21 → 19/09/21

Bibliographical note

Publisher Copyright:
© 2021, Springer Nature Switzerland AG.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Healthcare safety
Hospital
Network model
Shared mental model
Team performance

Access to Document

10.1007/978-3-030-86993-9_7

Ments2021_Chapter_AComputationalNetworkModelForSharedMenatlModelsInHospitalOperationRoomsFinal published version, 1.57 MBLicence: Article 25fa Dutch Copyright Act

https://www.researchgate.net/publication/350873959

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van Ments, L., Treur, J., Klein, J., & Roelofsma, P. (2021). A Computational Network Model for Shared Mental Models in Hospital Operation Rooms. In M. Mahmud, M. S. Kaiser, S. Vassanelli, Q. Dai, & N. Zhong (Eds.), Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings (pp. 67-78). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12960 LNAI). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-030-86993-9_7

van Ments, Laila ; Treur, Jan ; Klein, Jan et al. / A Computational Network Model for Shared Mental Models in Hospital Operation Rooms. Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings. editor / Mufti Mahmud ; M Shamim Kaiser ; Stefano Vassanelli ; Qionghai Dai ; Ning Zhong. Springer Science and Business Media Deutschland GmbH, 2021. pp. 67-78 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{bcb357e3c7e14ce4bc88ec2167490350,

title = "A Computational Network Model for Shared Mental Models in Hospital Operation Rooms",

abstract = "This paper describes a network model for mental processes making use of shared mental models (SMM) of team performance. The paper illustrates the value of adequate SMM{\textquoteright}s for safe and efficient team performance. The addressed application context is that of a medical team performing a tracheal intubation executed by a nurse and a medical specialist. Simulations of successful and unsuccessful team performance have been performed, some of which are presented. The paper discusses potential further elaborations for future research as well as implications for other domains of team performance.",

keywords = "Healthcare safety, Hospital, Network model, Shared mental model, Team performance",

author = "\{van Ments\}, Laila and Jan Treur and Jan Klein and Peter Roelofsma",

note = "Publisher Copyright: {\textcopyright} 2021, Springer Nature Switzerland AG.; 14th International Conference on Brain Informatics, BI 2021 ; Conference date: 17-09-2021 Through 19-09-2021",

year = "2021",

doi = "10.1007/978-3-030-86993-9\_7",

language = "English",

isbn = "9783030869922",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "67--78",

editor = "Mufti Mahmud and Kaiser, \{M Shamim\} and Stefano Vassanelli and Qionghai Dai and Ning Zhong",

booktitle = "Brain Informatics",

address = "Germany",

}

van Ments, L, Treur, J, Klein, J & Roelofsma, P 2021, A Computational Network Model for Shared Mental Models in Hospital Operation Rooms. in M Mahmud, MS Kaiser, S Vassanelli, Q Dai & N Zhong (eds), Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12960 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 67-78, 14th International Conference on Brain Informatics, BI 2021, Virtual, Online, 17/09/21. https://doi.org/10.1007/978-3-030-86993-9_7

A Computational Network Model for Shared Mental Models in Hospital Operation Rooms. / van Ments, Laila; Treur, Jan; Klein, Jan et al.
Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings. ed. / Mufti Mahmud; M Shamim Kaiser; Stefano Vassanelli; Qionghai Dai; Ning Zhong. Springer Science and Business Media Deutschland GmbH, 2021. p. 67-78 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 12960 LNAI).

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

TY - GEN

T1 - A Computational Network Model for Shared Mental Models in Hospital Operation Rooms

AU - van Ments, Laila

AU - Treur, Jan

AU - Klein, Jan

AU - Roelofsma, Peter

PY - 2021

Y1 - 2021

N2 - This paper describes a network model for mental processes making use of shared mental models (SMM) of team performance. The paper illustrates the value of adequate SMM’s for safe and efficient team performance. The addressed application context is that of a medical team performing a tracheal intubation executed by a nurse and a medical specialist. Simulations of successful and unsuccessful team performance have been performed, some of which are presented. The paper discusses potential further elaborations for future research as well as implications for other domains of team performance.

AB - This paper describes a network model for mental processes making use of shared mental models (SMM) of team performance. The paper illustrates the value of adequate SMM’s for safe and efficient team performance. The addressed application context is that of a medical team performing a tracheal intubation executed by a nurse and a medical specialist. Simulations of successful and unsuccessful team performance have been performed, some of which are presented. The paper discusses potential further elaborations for future research as well as implications for other domains of team performance.

KW - Healthcare safety

KW - Hospital

KW - Network model

KW - Shared mental model

KW - Team performance

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UR - https://www.scopus.com/pages/publications/85115853986#tab=citedBy

U2 - 10.1007/978-3-030-86993-9_7

DO - 10.1007/978-3-030-86993-9_7

M3 - Conference contribution

AN - SCOPUS:85115853986

SN - 9783030869922

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 67

EP - 78

BT - Brain Informatics

A2 - Mahmud, Mufti

A2 - Kaiser, M Shamim

A2 - Vassanelli, Stefano

A2 - Dai, Qionghai

A2 - Zhong, Ning

PB - Springer Science and Business Media Deutschland GmbH

T2 - 14th International Conference on Brain Informatics, BI 2021

Y2 - 17 September 2021 through 19 September 2021

ER -

van Ments L, Treur J, Klein J, Roelofsma P. A Computational Network Model for Shared Mental Models in Hospital Operation Rooms. In Mahmud M, Kaiser MS, Vassanelli S, Dai Q, Zhong N, editors, Brain Informatics: 14th International Conference, BI 2021, Virtual Event, September 17–19, 2021, Proceedings. Springer Science and Business Media Deutschland GmbH. 2021. p. 67-78. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2021 Sept 15. doi: 10.1007/978-3-030-86993-9_7

A Computational Network Model for Shared Mental Models in Hospital Operation Rooms

Abstract

Publication series

Conference

Bibliographical note

UN SDGs

Keywords

Access to Document

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