Modelling Patient Duration of Stay to Facilitate Resource Management of Geriatric Hospitals

A. H. Marshall, S.I. McClean, C.M. Shapcott, P.H. Millard

Research output: Contribution to journalArticle

33 Citations (Scopus)

Abstract

A fundamental aspect of health care management is the effective allocation of resources. This is of particular importance in geriatric hospitals where elderly patients tend to have more complex needs. Hospital managers would benefit immensely if they had advance knowledge of patient duration of stay in hospital. Managers could assess the costs of patient care and make allowances for these in their budget. In this paper, we tackle this important problem via a model which predicts the duration of stay distribution of patients in hospital. The approach uses phase-type distributions conditioned on a Bayesian belief network.
Original languageEnglish
Pages (from-to)313-319
Number of pages7
JournalHealth Care Management Science
Volume5(4)
Issue number4
DOIs
Publication statusPublished - Nov 2002

ASJC Scopus subject areas

  • Business, Management and Accounting(all)
  • Health Professions(all)

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