Using simulation modelling for evaluating screening services for diabetic retinopathy

In using discrete event simulation for planning services in the health sector, epidemiologists and clinicians were closely involved in model design, data collection, analysis, validation and experimentation. For patients with diabetes, loss of sight can be prevented by timely treatment if detected sufficiently early. Simulation models, using the patient oriented simulation technique, POST, have been developed to assist policy makers in the choice of screening strategy in terms of operator, equipment, frequency of screening and target population. The models describe the progress of a population of diabetic patients, including new arrivals, over 25 years. The initial population were given characteristics retrospectively and the parameters were derived from peer reviewed publications. The results from the models show that the interval between screening is more important than screening sensitivity. The simulation can determine the expected workload and the amount of vision loss prevented for any population group.

[1]  P J Roderick,et al.  Evaluating screening policies for the early detection of retinopathy in patients with non‐insulin dependent diabetes , 1998, Health care management science.

[2]  R. Davies,et al.  Simulation of diabetic eye disease to compare screening policies. , 1996, The British journal of ophthalmology.

[3]  D L DeMets,et al.  Relation of ocular and systemic factors to survival in diabetes. , 1989, Archives of internal medicine.

[4]  Michael Pidd,et al.  Provider and customer expectations of successful simulation projects , 1998, J. Oper. Res. Soc..

[5]  Peter Mittler,et al.  State of the nation , 1995 .

[6]  M FISHBEIN,et al.  Health and social security. , 1948, Journal of the American Medical Association.

[7]  D. DeMets,et al.  The Wisconsin epidemiologic study of diabetic retinopathy. II. Prevalence and risk of diabetic retinopathy when age at diagnosis is less than 30 years. , 1984, Archives of ophthalmology.

[8]  Early photocoagulation for diabetic retinopathy. ETDRS report number 9. Early Treatment Diabetic Retinopathy Study Research Group. , 1991, Ophthalmology.

[9]  Robert M. O'Keefe,et al.  Simplifying the modeling of multiple activities, multiple queuing, and interruptions: a new low-level data structure , 1993, TOMC.

[10]  R Davies,et al.  Modelling patient flows and resource provision in health systems , 1994 .

[11]  D L DeMets,et al.  The Wisconsin Epidemiologic Study of Diabetic Retinopathy. A comparison of retinopathy in younger and older onset diabetic persons. , 1985, Advances in experimental medicine and biology.

[12]  J D Nabarro,et al.  Diabetes in the United Kingdom: some Facts and Figures , 1988, Diabetic medicine : a journal of the British Diabetic Association.