Patients flow: A mixed-effects modelling approach to predicting discharge probabilities

Proceedings - IEEE Symposium on Computer-Based Medical Systems

Volumn , Issue , 2007, Pages 725-730

  Adeyemi, Shola ^a   Chaussalet, Thierry ^a   Xie, Haifeng ^a   Millard, Peter ^a  

^a UNIVERSITY OF WESTMINSTER   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

MATHEMATICAL MODELS; PATIENT TREATMENT; PROBABILITY;

DISCHARGE PROBABILITIES; LINEAR MIXED MODELS;

SYSTEMS ANALYSIS;

EID: 34748814356     PISSN: 10637125     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CBMS.2007.83     Document Type: Conference Paper

References (11)

1. E. Kulinskaya, D. Kornbrot, and H. Gao, "Length of stay as a performance indicator: robust statistical methodology," IMA J Management Math, vol. 16, pp. 369-381, 2005.
2. V. Irvine, S. Mcclean, and P. Millard, "Stochastic-Models for Geriatric Inpatient Behavior," IMA Journal of Mathematics Applied in Medicine and Biology, vol. 11, pp. 207-216, 1994.
3. S. Mcclean and P. Millard, "Patterns of Length of Stay after Admission in Geriatric-Medicine - an Event History Approach," Statistician, vol. 42, pp. 263-274, 1993.
4. H. Xie, T. J. Chaussalet, and R. H. Millard, "A continuous time Markov model for the length of stay of elderly people in institutional long-term care," Journal of the Royal Statistical Society Series a-Statistics in Society, vol. 168, pp. 51-61, 2005.
5. M. J. Faddy and S. I. McClean, "Analysing data on lengths of stay of hospital patients using phase-type distributions," Applied Stochastic Models in Business and Industry, vol. 15, pp. 311-317, 1999.
6. G. W. Harrison and P. H. Millard, "Balancing Acute and Long-Term Care - the Mathematics of Throughput in Departments of Geriatric-Medicine," Methods of Information in Medicine, vol. 30, pp. 221-228, 1991.
7. E. El-Darzi, C. Vasilakis, T. Chaussalet, and P. H. Millard, "A simulation modelling approach to evaluating length of stay, occupancy, emptiness and bed blocking in a hospital geriatric department," Health Care Management Science, vol. 1, pp. 143-149, 1998.
8. M. J. Cote and W. E. Stein, "A stochastic model for a visit to the doctor's office," Mathematical and Computer Modelling, vol. 45, pp. 309-323, 2007.
9. M. J. Cote and W. E. Stein, "An Erlang-based stochastic model for patient flow," OmegaInternational Journal of Management Science, vol. 28, pp. 347-359, 2000.
10. N. M. Laird and J. H. Ware, "Random-Effects Models for Longitudinal Data," Biometrics, vol. 38, pp. 963-974, 1982.
11. G. N. Masters, "A Rasch Model for Partial Credit Scoring," Psychometrika, vol. 47, pp. 149-174, 1982.