Does segmentation always improve model performance in credit scoring?

► Segmentation does not always improve model performance in credit scoring. ► There is no difference in performance between the two-step and simultaneous approaches. ► Segmentation contribution to the model performance can be up to 20 percentage points. ► It is recommended to develop a single-scorecard model for comparison purposes.