MICADO: Modelling Integrated Care for Diabetes based on Observational data
Contact: Talitha Feenstra
Brief Description:
Simulation models can assist in comparing the cost-effectiveness of interventions. Most models concentrate on existing diabetes patients. However, the MICADO model was developed for the evaluation of long term cost-effectiveness of interventions in both diabetes patients and the general population. Its basic structure is that of a dynamic population model, with either overlapping birth-cohorts or a cohort of diabetes patients being followed over annual time cycles. MICADO is a Markov-type, multistate transition model linking risk factors to incidence of diabetes and to micro- and macrovascular complications. Being based on GP registry data, as well as other population-wide data sources, it contains a mixed diabetes population of mainly type 2. Microvascular complications modelled are diabetic foot, nephropathy and retinopathy, macrovascular complications modelled are AMI, other CHD, CVA, and CHF. Outcomes are prevalence of complications, and quality of life. Costs are being added. Parameter uncertainty analysis can be performed concerning estimated disease/complication prevalence and treatment effectiveness parameters.
Key Publications:
A. A. W. A. van der Heijden, T. L. Feenstra, R. T. Hoogenveen, L. W. Niessen, M. C. de Bruijne, J. M. Dekker, C. A. Baan and G. Nijpels. Policy evaluation in diabetes prevention and treatment using a population-based macro simulation model: the MICADO model Diabetic Medicine Volume 32, Issue 12, pages 1580–1587, December 2015
Reference simulation
The values below are simulated Quality Adjusted life Years (QALYs) for a set of reference simulations
Model | Sex | Control | 0.5% red. HbA1c | 10mmHg in SBP | 0.5mmol/l red. LDL | 1-unit red BMI | All combined | Date |
---|---|---|---|---|---|---|---|---|
MICADO model (med def no drift) | Male | 9.49 | 9.63 | 9.68 | 9.56 | 9.62 | 9.99 | 5/10/2018 |
MICADO model (med def no drift) | Female | 11.26 | 11.42 | 11.45 | 11.33 | 11.37 | 11.77 | 5/10/2018 |