Towards Improving Modeling and Simulation of Clinical Pathways: Lessons Learned and Future Insights

Mahmoud Elbattah, Owen Molloy

Abstract

Clinical pathways (CPs) have been increasingly recognised as an instrumental evidence-based artifact that can support clinical decision making and care planning. However, research focusing on modeling and simulation of CPs is still sparse, despite significant individual endeavours. Initially, the paper conducts a systematic literature review with the aim of thoroughly inspecting the state-of-the-art in literature. Through the review, potential improvements are investigated with regard to the application of modeling and simulation within CPs. In view of that, we identify four thematic areas that emphasise how research in this space can be further developed. Specifically, we propose the following directions: i) Development of a conceptual reference model of CPs, ii) Adoption of a multi-perspective modeling approach that can integrate clinical, operational, financial and demographic information of CPs, iii) Development of a generic semantic-based model of CPs, and iv) Adoption of Linked Data concepts.

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Paper Citation


in Harvard Style

Elbattah M. and Molloy O. (2015). Towards Improving Modeling and Simulation of Clinical Pathways: Lessons Learned and Future Insights . In Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH, ISBN 978-989-758-120-5, pages 508-514. DOI: 10.5220/0005568405080514


in Bibtex Style

@conference{simultech15,
author={Mahmoud Elbattah and Owen Molloy},
title={Towards Improving Modeling and Simulation of Clinical Pathways: Lessons Learned and Future Insights},
booktitle={Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,},
year={2015},
pages={508-514},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005568405080514},
isbn={978-989-758-120-5},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Conference on Simulation and Modeling Methodologies, Technologies and Applications - Volume 1: SIMULTECH,
TI - Towards Improving Modeling and Simulation of Clinical Pathways: Lessons Learned and Future Insights
SN - 978-989-758-120-5
AU - Elbattah M.
AU - Molloy O.
PY - 2015
SP - 508
EP - 514
DO - 10.5220/0005568405080514