Fig. 1From: Measurement and control of bias in patient reported outcomes using multidimensional item response theoryBias in total scores as a function of θ N . The dotted line to the θ N axis represent the point at which the mean expected score across all items is close to the midpoint in the 5-point Likert scale. For these data, this point is approximately 1.8Back to article page