In large-scale assessments such as state-wide testing programs, national sample-based surveys and international comparative studies, there are many steps involved in the measurement and reporting of student achievement. Typically, the steps involved include the following: Items are developed and test instruments are assembled; Student samples are selected (for sample-based surveys); Tests...