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The sgpData_INSTRUCTOR_NUMBER data set is an anonymized lookup table that contains instructor information associated with each students test record. The data set also includes a sgpData_TEACHER variable that indicates which teachers are assigned to each student in a given year. This information can be useful in determining which teacher a student has been assigned to in a particular content area.
There are two common formats for longitudinal (time dependent) student assessment data: WIDE format and LONG format. The SGP package installs exemplar WIDE and LONG data sets (sgpData and sgpData_LONG, respectively) to assist with formatting your student data. Deciding whether to use the WIDE or LONG format is driven by many conditions. For example, if you plan to run SGP analyses operationally year after year you will likely be better off with the LONG format as it has numerous preparation and storage benefits over the WIDE format.
SGP provides an effective way to evaluate the effectiveness of student achievement programs by allowing educators to assess the progress of individual students toward reaching their achievement targets or goals. It can also be used to identify high achieving students and those who need additional support to succeed. Additionally, it can be used to determine which achievement targets need to be adjusted and by how much.
To improve the accuracy of student growth projections, it is important that the underlying data set is complete and up to date. To ensure this, the SGP package includes an sgptData_LONG data set that is updated with each new assessment window. This data set is similar to the sgpData_LONG data set but without demographic variables and with an additional DATE variable that indicates the date associated with each student assessment record.
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