Literature DB >> 20703671

A decision support tool for health service re-design.

Eren Demir1, Salma Chahed, Thierry Chaussalet, Sam Toffa, Farid Fouladinajed.   

Abstract

Many of the outpatient services are currently only available in hospitals, however there are plans to provide some of these services alongside with General Practitioners. Consequently, General Practitioners could soon be based at polyclinics. These changes have caused a number of concerns to Hounslow Primary Care Trust (PCT). For example, which of the outpatient services are to be shifted from the hospital to the polyclinic? What are the current and expected future demands for these services? To tackle some of these concerns, the first phase of this project explores the set of specialties that are frequently visited in a sequence (using sequential association rules). The second phase develops an Excel based spreadsheet tool to compute the current and expected future demands for the selected specialties. From the sequential association rule algorithm, endocrinology and ophthalmology were found to be highly associated (i.e. frequently visited in a sequence), which means that these two specialties could easily be shifted from the hospital environment to the polyclinic. We illustrated the Excel based spreadsheet tool for endocrinology and ophthalmology, however, the model is generic enough to cope with other specialties, provided that the data are available.

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Year:  2010        PMID: 20703671     DOI: 10.1007/s10916-010-9526-8

Source DB:  PubMed          Journal:  J Med Syst        ISSN: 0148-5598            Impact factor:   4.460


  5 in total

1.  Selected techniques for data mining in medicine.

Authors:  N Lavrac
Journal:  Artif Intell Med       Date:  1999-05       Impact factor: 5.326

Review 2.  Application of data mining techniques to healthcare data.

Authors:  Mary K Obenshain
Journal:  Infect Control Hosp Epidemiol       Date:  2004-08       Impact factor: 3.254

3.  A simple method to optimize hospital beds capacity.

Authors:  J M Nguyen; P Six; D Antonioli; P Glemain; G Potel; P Lombrail; P Le Beux
Journal:  Int J Med Inform       Date:  2005-01       Impact factor: 4.046

4.  Data mining and visualization for decision support and modeling of public health-care resources.

Authors:  Nada Lavrac; Marko Bohanec; Aleksander Pur; Bojan Cestnik; Marko Debeljak; Andrej Kobler
Journal:  J Biomed Inform       Date:  2006-11-10       Impact factor: 6.317

5.  Analysis of hospitalised patient flows using data-mining.

Authors:  Thierry Dart; Yongmei Cui; Gilles Chatellier; Patrice Degoulet
Journal:  Stud Health Technol Inform       Date:  2003
  5 in total

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