Hierarchical generalized linear models (HGLMs) have been used to assess differential item functioning (DIF). For model identification, some literature assumed that the reference (majority) and focal (minority) groups have an equal mean ability so that all items in a test can be assessed for DIF. In reality, it is very unlikely that the two groups have an identical mean. If so, other model ident…