Skip to main content

2018 | OriginalPaper | Buchkapitel

An “Awareness” Environment for Clinical Decision Support in e-Health

verfasst von : Obinna Anya, Hissam Tawfik

Erschienen in: Bioinformatics and Biomedical Engineering

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

The notion of cross-boundary decision support has the potential to transform the design of future work environments for e-health through a connected system that allows for harnessing of healthcare information and expert knowledge across geographical boundaries for more effective decision-making. The trouble, however, is that the use of healthcare information in decision-making usually occurs within the context of a complex structure of clinical work practices that is often shaped by a wide range of factors, including organisational culture, local work contexts, socially constructed traditions of actions, experiences and patients’ circumstances. They vary across geographical and organisational boundaries, and have remained to date largely unaccounted for in the design of e-health systems. As a result, achieving the e-health vision of ‘open’ clinical decision support requires a rethinking of key clinical and organisational processes in a manner that accommodates clinical work practice as a fundamental part of how clinicians work and make decisions in real-world settings. Drawing on the theories of human activity system and situation awareness as well as the belief-desire-intention architecture in AI, this paper presents the design of an awareness environment for cross-boundary clinical decision support in e-health that takes account of the concept of work practice as a design requirement. The proposed system shows that incorporating practice information into the design of e-health systems enhances their usefulness for ‘open’ clinical decision support.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Fußnoten
1
This was largely informed by the result of a user-centred study reported in [15, 23] where clinicians expressed preference for a cross-boundary decision support system that is integrated into their hospital’s health information system or broader e-health system.
 
Literatur
1.
Zurück zum Zitat Heath, C., Svensson, M.S., Hindmarsh, J., Luff, P., vom Lehn, D.: Configuring awareness. CSCW 11(3–4), 317–347 (2002) Heath, C., Svensson, M.S., Hindmarsh, J., Luff, P., vom Lehn, D.: Configuring awareness. CSCW 11(3–4), 317–347 (2002)
2.
Zurück zum Zitat Vyas, D.: Designing for awareness: an experience-focused HCI perspective. Ph.D. Dissertation, University of Twente, The Netherlands (2011) Vyas, D.: Designing for awareness: an experience-focused HCI perspective. Ph.D. Dissertation, University of Twente, The Netherlands (2011)
3.
Zurück zum Zitat Riemer, K., Haines, R.: Pools and streams: a theory of dynamic, practice-based awareness creation in mediated-communication. In: JAIS Theory Development Workshop, Sprouts: Working Papers on Information Systems, vol. 8, no 12, (2008). http://aisel.aisnet.org/sprouts_all/217/. Accessed 15 Nov 2017 Riemer, K., Haines, R.: Pools and streams: a theory of dynamic, practice-based awareness creation in mediated-communication. In: JAIS Theory Development Workshop, Sprouts: Working Papers on Information Systems, vol. 8, no 12, (2008). http://​aisel.​aisnet.​org/​sprouts_​all/​217/​. Accessed 15 Nov 2017
4.
Zurück zum Zitat Anya, O., Tawfik, H., Nagar, A., Amin, S., Shaalan, K.: Context-aware knowledge modelling for decision support in e-Health. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN), the IEEE Computational Intelligence, Barcelona, Spain, pp. 1–7 (2010) Anya, O., Tawfik, H., Nagar, A., Amin, S., Shaalan, K.: Context-aware knowledge modelling for decision support in e-Health. In: Proceedings of the International Joint Conference on Neural Networks (IJCNN), the IEEE Computational Intelligence, Barcelona, Spain, pp. 1–7 (2010)
5.
Zurück zum Zitat Bardram, J.E., Hansen, T.R.: Context-based workplace awareness. J. CSCW 19(2), 105–138 (2010) Bardram, J.E., Hansen, T.R.: Context-based workplace awareness. J. CSCW 19(2), 105–138 (2010)
6.
Zurück zum Zitat Bardram, J., Gueddana, S., Houben, S., Nielsen, S.: ReticularSpaces: activity-based computing support for physically distributed and collaborative smart spaces. In: CHI 2012, pp. 2845–2854 (2012) Bardram, J., Gueddana, S., Houben, S., Nielsen, S.: ReticularSpaces: activity-based computing support for physically distributed and collaborative smart spaces. In: CHI 2012, pp. 2845–2854 (2012)
7.
Zurück zum Zitat Dourish, P., Bellotti, V.: Awareness and coordination in shared workspaces. In: ACM Conference on CSCW, Toronto, Canada, pp. 107–114 (1992) Dourish, P., Bellotti, V.: Awareness and coordination in shared workspaces. In: ACM Conference on CSCW, Toronto, Canada, pp. 107–114 (1992)
9.
Zurück zum Zitat Gutwin, C.: Workspace awareness in real-time distributed groupware. Ph.D. thesis, University of Calgary, Canada (1997) Gutwin, C.: Workspace awareness in real-time distributed groupware. Ph.D. thesis, University of Calgary, Canada (1997)
10.
Zurück zum Zitat Endsley, M.R.: Toward a theory of situation awareness in dynamic systems. Hum. Factors 37(1), 32–64 (1995)CrossRef Endsley, M.R.: Toward a theory of situation awareness in dynamic systems. Hum. Factors 37(1), 32–64 (1995)CrossRef
11.
Zurück zum Zitat Schmidt, K.: The problem with ‘Awareness’: introductory remarks on ‘Awareness in CSCW’. J. CSCW 11(3–4), 285–298 (2002) Schmidt, K.: The problem with ‘Awareness’: introductory remarks on ‘Awareness in CSCW’. J. CSCW 11(3–4), 285–298 (2002)
12.
Zurück zum Zitat You, Y.: A survey for the study of awareness in co-operative systems. In: Conference on Information Systems Research in Scandinavia (IRIS 23), Uddevalla, Sweden (2000) You, Y.: A survey for the study of awareness in co-operative systems. In: Conference on Information Systems Research in Scandinavia (IRIS 23), Uddevalla, Sweden (2000)
13.
Zurück zum Zitat Clancey, W.J.: Observation of work practices in natural settings. In: Ericsson, A., Charness, N., Feltovich, P., Hoffman, R. (eds.) Cambridge Handbook on Expertise and Expert Performance, pp. 127–145. Cambridge University Press, New York (2006)CrossRef Clancey, W.J.: Observation of work practices in natural settings. In: Ericsson, A., Charness, N., Feltovich, P., Hoffman, R. (eds.) Cambridge Handbook on Expertise and Expert Performance, pp. 127–145. Cambridge University Press, New York (2006)CrossRef
14.
Zurück zum Zitat Gabbay, J., le May, A.: Practice-Based Evidence for Healthcare. Routledge, New York (2011) Gabbay, J., le May, A.: Practice-Based Evidence for Healthcare. Routledge, New York (2011)
15.
Zurück zum Zitat Anya, O.: Practice-centred e-health system design for cross-boundary clinical decision support. Ph.D. thesis, University of Liverpool, UK (2012) Anya, O.: Practice-centred e-health system design for cross-boundary clinical decision support. Ph.D. thesis, University of Liverpool, UK (2012)
16.
17.
Zurück zum Zitat Engeström, Y.: Learning by expanding: an activity-theoretical approach to developmental work research. Orienta-konsultit, Helsinki (1987) Engeström, Y.: Learning by expanding: an activity-theoretical approach to developmental work research. Orienta-konsultit, Helsinki (1987)
18.
Zurück zum Zitat Novak, J.: Helping knowledge cross boundaries: using knowledge visualization to support cross-community sensemaking. In: HICSS, Waikoloa, HI, USA (2007) Novak, J.: Helping knowledge cross boundaries: using knowledge visualization to support cross-community sensemaking. In: HICSS, Waikoloa, HI, USA (2007)
19.
Zurück zum Zitat Huang, Z., Chen, H., Guo, F., Xu, J.J., Wu, S., Chen, W.: Expertise visualization: an implementation and study based on cognitive fit theory. Decis. Support Syst. 42(3), 1539–1557 (2006)CrossRef Huang, Z., Chen, H., Guo, F., Xu, J.J., Wu, S., Chen, W.: Expertise visualization: an implementation and study based on cognitive fit theory. Decis. Support Syst. 42(3), 1539–1557 (2006)CrossRef
20.
Zurück zum Zitat IOM, Committee on Quality of Health Care in America: Crossing the Quality Chasm: A New Health System for the 21st Century. National Academy Press, Washington, D.C. (2001) IOM, Committee on Quality of Health Care in America: Crossing the Quality Chasm: A New Health System for the 21st Century. National Academy Press, Washington, D.C. (2001)
21.
Zurück zum Zitat Ackerman, M.S., Halverson, C.A.: Re-examining organizational memory. Commun. ACM 43(1), 58–64 (2000)CrossRef Ackerman, M.S., Halverson, C.A.: Re-examining organizational memory. Commun. ACM 43(1), 58–64 (2000)CrossRef
22.
Zurück zum Zitat Tawfik, H., Anya, O.: Evaluating practice-centered awareness in cross-boundary telehealth decision support systems. Telemat. Inform. 32, 486–503 (2015)CrossRef Tawfik, H., Anya, O.: Evaluating practice-centered awareness in cross-boundary telehealth decision support systems. Telemat. Inform. 32, 486–503 (2015)CrossRef
23.
Zurück zum Zitat Tawfik, H., Anya, O., Nagar, A.: Understanding clinical work practices for cross-boundary decision support in e-Health. IEEE Trans. Inf. Technol. Biomed. 16(4), 530–541 (2012)CrossRef Tawfik, H., Anya, O., Nagar, A.: Understanding clinical work practices for cross-boundary decision support in e-Health. IEEE Trans. Inf. Technol. Biomed. 16(4), 530–541 (2012)CrossRef
24.
Zurück zum Zitat Daniyal, A., Abidi, S.R., Abidi, S.S.R.: Computerizing clinical pathways: ontology-based modeling and execution. In: MIE, pp. 643–647 (2009) Daniyal, A., Abidi, S.R., Abidi, S.S.R.: Computerizing clinical pathways: ontology-based modeling and execution. In: MIE, pp. 643–647 (2009)
25.
Zurück zum Zitat Anya, O., Tawfik, H., Nagar, A., Amin, S.: Context-aware decision support in knowledge-intensive collaborative e-Work. In: Proceedings of the International Conference on Computational Science (ICCS), pp. 2281–2290 (2010)CrossRef Anya, O., Tawfik, H., Nagar, A., Amin, S.: Context-aware decision support in knowledge-intensive collaborative e-Work. In: Proceedings of the International Conference on Computational Science (ICCS), pp. 2281–2290 (2010)CrossRef
Metadaten
Titel
An “Awareness” Environment for Clinical Decision Support in e-Health
verfasst von
Obinna Anya
Hissam Tawfik
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-78759-6_41