Learning for a Better Safety and Security Culture Within an Organization: Reducing the Risk in Communication with AI Coaching for Security Communication Through Cyberspace

Linn Marie Weigl, Fakhra Jabeen, Jan Treur*, H. Rob Taal, Peter H.M.P. Roelofsma

*Corresponding author for this work

Research output: Chapter in Book/Conference proceedings/Edited volumeChapterScientificpeer-review

Abstract

This chapter describes an extension of a safety culture within hospital organizations providing more transparency and acknowledgement of all actors, and in particular the parents. It contributes a model architecture to support a hospital to develop such an extended safety culture. It is illustrated for prevention of postpartum depression. Postpartum depression is a commonly known consequence of childbirth for both mothers and fathers. In this research, we computationally analyze the risk factors and lack of support received by fathers. Therefore, we use shared mental models to model the effects of poor and additional communication by healthcare practitioners to mitigate the development of postpartum depression in both the mother and the father. Both individual mental models and shared mental models are considered in the design of the computational model. The chapter illustrates the benefits of simple support for communication during childbirth, which has lasting effects, even outside the hospital. For the impact of additional communication, a Virtual Safety Coach is designed that intervenes when necessary to provide support, i.e., when a health care practitioner doesn’t. Moreover, organizational learning is also modelled to improve the mental models of both the Safety Coach and the Health Care Practitioner.
Original languageEnglish
Title of host publicationUsing Shared Mental Models and Organisational Learning to Support Safety and Security Through Cyberspace
Subtitle of host publicationA Computational Analysis Approach
EditorsPeter H.M.P. Roelofsma, Fakhra Jabeen, H. Rob Taal, Jan Treur
Place of PublicationCham
PublisherSpringer
Pages235-303
Number of pages69
ISBN (Electronic)978-3-031-72075-8
ISBN (Print)978-3-031-72074-1, 978-3-031-72077-2
DOIs
Publication statusPublished - 2024

Publication series

NameStudies in Systems, Decision and Control
PublisherSpringer
Volume570
ISSN (Print)2198-4182
ISSN (Electronic)2198-4190

Bibliographical note

Green Open Access added to TU Delft Institutional Repository 'You share, we take care!' - Taverne project https://www.openaccess.nl/en/you-share-we-take-care
Otherwise as indicated in the copyright section: the publisher is the copyright holder of this work and the author uses the Dutch legislation to make this work public.

Keywords

  • Depressive disorders/complications
  • Fathers/psychology
  • Postpartum depression
  • Shared mental models
  • Virtual AI-Coach in healthcare

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