Both Samijima and Muraki GRM models use fixed item discrimination for all estimated response probabilities of Likert items. This study argues that item discrimination is affected by scale-coding directions. To reduce direction effect, balanced GRM is introduced which uses both scale-coding directions to estimate response probabilities.
