Table 8.
Summary of model uncertainty (data only extracted from 14 primary citations: for baseline cases)
Model | One-way sensitivity analysis | Multi-way sensitivity analysis | probabilistic sensitivity analysis |
---|---|---|---|
Name | (PSA) | ||
NIDDM [20] | √ Use Monte Carlo simulations | ||
CDC-RTI [12] | √ The nonparametric bootstrap method is used | ||
Archimedes [19] | NR | NR | NR |
CDM [27] | √ The nonparametric bootstrap method is used + first and second-order Monte Carlo simulations | ||
UKPDS-OM1 [21] | √A combination of bootstrap methods and multiple imputation methods were used √ Use Monte Carlo simulations | ||
Michigan [9] | √ Use Monte Carlo simulations | ||
Cardiff [10] | √ | ||
ODEM [11] | √ | ||
Sheffield [22] | √ | ||
UKPDS-OM2 [28] | √ | √ use Monte Carlo or first order uncertainty + Parameter or second order uncertainty | |
ECHO [24] | NR | NR | NR |
IHE [23] | √ Second order PSA | ||
COMT [26] | NR | NR | NR |
CDS [25] | √ use Monte Carlo simulations |
NR not reported (for baseline cases)