Scale dependence in weight and rate multicriteria decision methods.

•Arbitrary scales in weight-rate multicriteria methods lead to flawed analyses.•Newly defined weight-rate functions identify sensitivity to scale.•Weight-Rate dominance conditions identify situations when scale is less sensitive.•Having more alternatives increases sensitivity to the constructed scales.•Having more criteria increases sensitivity to the constructed scales.