Developing a Safety and Security AI Coach: A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork

Laila Van Ments; Jan Treur; Jan Klein; Peter H.M.P. Roelofsma

doi:10.1007/978-3-031-72075-8_2

Developing a Safety and Security AI Coach: A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork

Laila Van Ments, Jan Treur^*, Jan Klein, Peter H.M.P. Roelofsma

^*Corresponding author for this work

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

Abstract

This chapter describes a second-order adaptive network model for mental processes making use of shared mental models (SMM) for team performance. The chapter illustrates on the one hand the value of adequate SMM’s for safe and efficient team performance and on the other hand in cases of imperfections of such shared team models how this complicates the team performance. To this end, the adaptive network model covers use, adaptation and control of the shared mental model. It is illustrated for an application context of a medical team performing a tracheal intubation, executed by a nurse and a medical specialist. Simulations illustrate how the adaptive network model is able to address the type of complications that can occur in realistic scenarios.

Original language	English
Title of host publication	Using Shared Mental Models and Organisational Learning to Support Safety and Security Through Cyberspace: A Computational Analysis Approach
Editors	Peter H.M.P. Roelofsma, Fakhra Jabeen, H. Rob Taal, Jan Treur
Publisher	Springer Nature Switzerland AG
Pages	23-58
Number of pages	36
ISBN (Electronic)	9783031720758
ISBN (Print)	9783031720741, 9783031720772
DOIs	https://doi.org/10.1007/978-3-031-72075-8_2
Publication status	Published - 2024

Publication series

Name	Studies in Systems, Decision and Control
Publisher	Springer
Volume	570
ISSN (Print)	2198-4182
ISSN (Electronic)	2198-4190

Bibliographical note

First Online: 03 January 2025.

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.

Keywords

Healthcare safety
Hospital
Second-order network model
Shared mental model
Team performance

Access to Document

10.1007/978-3-031-72075-8_2

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Van Ments, L., Treur, J., Klein, J., & Roelofsma, P. H. M. P. (2024). Developing a Safety and Security AI Coach: A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork. In P. H. M. P. Roelofsma, F. Jabeen, H. R. Taal, & J. Treur (Eds.), Using Shared Mental Models and Organisational Learning to Support Safety and Security Through Cyberspace: A Computational Analysis Approach (pp. 23-58). (Studies in Systems, Decision and Control; Vol. 570). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-72075-8_2

Van Ments, Laila ; Treur, Jan ; Klein, Jan et al. / Developing a Safety and Security AI Coach : A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork. Using Shared Mental Models and Organisational Learning to Support Safety and Security Through Cyberspace: A Computational Analysis Approach. editor / Peter H.M.P. Roelofsma ; Fakhra Jabeen ; H. Rob Taal ; Jan Treur. Springer Nature Switzerland AG, 2024. pp. 23-58 (Studies in Systems, Decision and Control).

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Van Ments, L, Treur, J, Klein, J & Roelofsma, PHMP 2024, Developing a Safety and Security AI Coach: A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork. in PHMP Roelofsma, F Jabeen, HR Taal & J Treur (eds), Using Shared Mental Models and Organisational Learning to Support Safety and Security Through Cyberspace: A Computational Analysis Approach. Studies in Systems, Decision and Control, vol. 570, Springer Nature Switzerland AG, pp. 23-58. https://doi.org/10.1007/978-3-031-72075-8_2

Developing a Safety and Security AI Coach: A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork. / Van Ments, Laila; Treur, Jan; Klein, Jan et al.
Using Shared Mental Models and Organisational Learning to Support Safety and Security Through Cyberspace: A Computational Analysis Approach. ed. / Peter H.M.P. Roelofsma; Fakhra Jabeen; H. Rob Taal; Jan Treur. Springer Nature Switzerland AG, 2024. p. 23-58 (Studies in Systems, Decision and Control; Vol. 570).

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

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Van Ments L, Treur J, Klein J, Roelofsma PHMP. Developing a Safety and Security AI Coach: A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork. In Roelofsma PHMP, Jabeen F, Taal HR, Treur J, editors, Using Shared Mental Models and Organisational Learning to Support Safety and Security Through Cyberspace: A Computational Analysis Approach. Springer Nature Switzerland AG. 2024. p. 23-58. (Studies in Systems, Decision and Control). doi: 10.1007/978-3-031-72075-8_2

Developing a Safety and Security AI Coach: A Second-Order Adaptive Network Model of Shared Mental Models in Hospital Teamwork

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