In a school system that relies heavily on MCAS tests for accountability, students’ performance is often evaluated on the basis of their scores and their academic peers’ scores. A student’s score on an MCAS test is compared to the scores of his or her academic peers in the same grade, and a percentile ranking is determined for each. These percentile ranks are then used to determine whether a student’s score is above, below, or in the middle of their academic peers.
A student’s SGP is based on the average of their scores on up to two years’ worth of MCAS tests. The student’s academic peers are identified using a statistical procedure called quantile regression, which identifies all students in the same grade who scored similarly on the tests. These academic peers are grouped into categories based on demographic characteristics (e.g., gender, income) and education programs (e.g., sheltered English immersion). The student’s score is then placed into the appropriate percentile group, which makes it possible to compare the students’ performances with one another.
SGPs are relative / normative comparisons, so they should be interpreted with caution. A student’s percentile rank is a good indication of his or her score in comparison to the performance of academic peers in the same grade, but it doesn’t tell you how much that student improved from one year to the next. For example, a student’s 2008 6th grade class performed better on the MCAS math test than their 2007 6th grade class, but the difference in SGP was not significant.
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