Group hierarchical DEMATEL method for reaching consensus

•Hierarchical DEMATEL framework is introduced for analysis mechanism.•IDR matrix construction method is proposed to reflect expert cognitive ability.•Multi-level expert consensus degree is defined in the hierarchical DEMATEL.•Consensus-reaching method is designed for hierarchical DEMATEL.•Group hierarchical DEMATEL method is proposed for reaching consensus.