Sensitivity analysis is an essential part of decision analysis. The literat
ure on medical decision analysis suggests the use of two-branch chance node
s in decision trees to avoid logical inconsistencies during sensitivity ana
lysis. The authors show that the two-branch decomposition is not appropriat
e for sensitivity analysis when multiple outcomes from a single state canno
t be disentangled into a sensible sequence of events. They recommend retain
ing the natural structure of the tree and propose two sensitivity analysis
methods for use on chance nodes with three or more branches.