Targeted evidence collection for uncertain supplier selection

•An approach to efficient reduction of uncertainty in supplier selection.•Tackling reduction of uncertainly pertaining to suppliers.•Facilitating better informed supplier selection decision making.•Both certain and uncertain criteria can be considered together•Can take into account any number of criteria