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Estimating the costs for a group of geriatric patients using the Coxian phase-type distribution

Marshall, Adele H, Barry, Shaw and McClean, SI (2007) Estimating the costs for a group of geriatric patients using the Coxian phase-type distribution. Statistics in Medicine, 26 (13). pp. 2716-2729. [Journal article]

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URL: http://www3.interscience.wiley.com/cgi-bin/jissue/114215423?CRETRY=1&SRETRY=0

Abstract

The length of stay in hospital of geriatric patients may be modelled using the Coxian phase-type distribution. This paper examines previous methods which have been used to model health-care costs and presents a new methodology to estimate the costs for a cohort of patients for their duration of stay in hospital, assuming there are no further admissions. The model, applied to 1392 patients admitted into the geriatric ward of a local hospital in Northern Ireland, between 2002 and 2003, should be beneficial to hospital managers, as future decisions and policy changes could be tested on the model to investigate their influence on costs before the decisions were carried out on a real ward.

Item Type:Journal article
Faculties and Schools:Faculty of Computing & Engineering
Faculty of Computing & Engineering > School of Computing and Information Engineering
Research Institutes and Groups:Computer Science Research Institute
Computer Science Research Institute > Information and Communication Engineering
ID Code:7584
Deposited By: Professor Sally McClean
Deposited On:12 Apr 2010 15:00
Last Modified:09 May 2016 10:53

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