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Student Growth Percentiles (SGPs) measure a student’s performance against other students with similar prior test scores (their academic peers). While calculations for SGPs may be complex, their results can easily be shared using percentile terms familiar to teachers and parents alike. SGPs can also support teachers and school leaders by providing insight into a student’s growth over time.

The SGP Package can be used to calculate student growth percentiles and projections using an anonymized panel data set that contains 5 years of annual, vertically scaled assessment data in WIDE format – similar to what would be needed by higher level functions like studentGrowthPercentiles and studentGrowthProjections.

For operational analyses, we suggest using LONG format for your data sets. This makes managing and updating analyses much simpler as new years of data become available; additionally, SGP comes equipped with built-in tools to assist with this as well as state specific characteristics that can be defined easily when analyzing this type of information.

In order to utilize the SGP functions, your data set must contain these fields:

The first column must contain a unique student identifier, while subsequent columns must provide grade level and time associated with each assessment occurrence as well as numeric scores from these assessments. An optional field for providing instructor information for every test record; this data could help distinguish teacher impact when analyzing student growth models’ results.

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