How to Use the SGP Data Set

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Unlike traditional test score measures that focus on a single point in time, SGP provides a continuous measure of student growth over multiple years and allows educators to communicate that proficiency must be achieved within a certain timeline. SGP also helps schools set more realistic and attainable achievement targets for their students, because it clearly articulates how much a student must improve in order to meet a specific goal.

SGP is different from competing approaches in that it enables schools to establish multi-year growth standards based on official state achievement targets/goals. This unique feature makes SGP an effective tool for communicating to stakeholders that proficiency must be reached within a certain timeline and can serve as a powerful way of explaining how schools are making progress toward an achievement target despite competing priorities.

Baseline-referenced SGPs can be sensitive to spurious correlations between variables such as teacher or school characteristics and the design of the baseline cohort. Additionally, it is not feasible to guarantee that a student will remain under the same instructor throughout the five years required for a baseline-referenced SGP. The SGPdata package installed when using SGP includes exemplar WIDE and LONG format data sets (sgpData_INSTRUCTOR_NUMBER and sgpData_LONG), which help to address these issues by providing an anonymized, student-instructor lookup table that links instructor information to each student’s test record.

The SGP data set is designed to be used with an Excel spreadsheet and allows the user to access all student-level data for a particular year or district, and to perform aggregate calculations and trend analyses on that data. The SGP data set also contains a number of additional columns that can be used to display information in graphical form, such as pie charts and bar graphs, and to calculate statistical significance.

The SGP data set is updated on a daily basis and is available for download from the SGP website. The data is also available in a downloadable Excel workbook for those who want to use it in their own research and analysis. It should be noted that the Excel workbook is a simplified version of the full Excel file, and some features are disabled in this downloadable version. For more detailed documentation about the SGP data set, please see the wiki page.