loading
Papers

Research.Publish.Connect.

Paper

Authors: Nik Farid 1 ; Marc De Kamps 2 and Owen Johnson 2

Affiliations: 1 School of Computing, College of Arts and Sciences, Universiti Utara Malaysia, Kedah, Malaysia, School of Computing, University of Leeds, Leeds and U.K. ; 2 School of Computing, University of Leeds, Leeds and U.K.

ISBN: 978-989-758-353-7

Keyword(s): Frail Elderly, Frailty, Healthcare Service, Process Mining.

Abstract: Process mining has proved to be a valuable technique for extracting process knowledge from data within information systems. Much work has been conducted in applying process mining to domains such as logistics, banking, transportation and many areas of the government, including healthcare. Frail elderly people who have an increased risk of adverse outcomes are amongst the main users of healthcare services and understanding healthcare processes for the frail elderly is challenging because of their diverse and complex needs combined with an often high number of co-morbidities. This paper aims to provide an overview of work applying process mining techniques to improving the care of frail elderly people. We conducted a literature search using broad criteria to identify 1,047 potential papers followed by a review of titles, abstract and content which identified eight papers where process mining techniques have been successfully applied to the care of frail elderly people. Our review shows that, to date, there has been limited application of process mining to support this important segment of the population. We summarise the results based on five themes that emerged: types of source data and process; geographical location; analysis methodology; medical domain; and challenges. Our paper concludes with a discussion on the issues and opportunities for process mining to improve the care pathways for frail elderly people. (More)

PDF ImageFull Text

Download
CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.95.131.208

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
N Mohd Farid, N.; De Kamps, M. and Johnson, O. (2019). Process Mining in Frail Elderly Care: A Literature Review.In Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5 HEALTHINF: HEALTHINF, ISBN 978-989-758-353-7, pages 332-339. DOI: 10.5220/0007392903320339

@conference{healthinf19,
author={N Mohd Farid, N. and Marc De Kamps. and Owen A. Johnson.},
title={Process Mining in Frail Elderly Care: A Literature Review},
booktitle={Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5 HEALTHINF: HEALTHINF,},
year={2019},
pages={332-339},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0007392903320339},
isbn={978-989-758-353-7},
}

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies - Volume 5 HEALTHINF: HEALTHINF,
TI - Process Mining in Frail Elderly Care: A Literature Review
SN - 978-989-758-353-7
AU - N Mohd Farid, N.
AU - De Kamps, M.
AU - Johnson, O.
PY - 2019
SP - 332
EP - 339
DO - 10.5220/0007392903320339

Login or register to post comments.

Comments on this Paper: Be the first to review this paper.