A second fundamental issue in IDA is measurement. Often an initial stumbling block in conducting IDA is the availability of commensurate measures which have the same meaning and metric across studies despite potentially significant differences in assessment instruments or modalities. Next, we describe various scenarios reflecting between-study heterogeneity in measurement that vary in their complexity and feasibility for constructing commensurate measures for IDA and provide guidelines for creating commensurate measures.