Data SGP

data sgp

Data sgp is an educational database that contains information about student growth in academic achievement. This information is useful for many different purposes, including assessing the effectiveness of teachers and schools. It also helps to estimate student growth percentiles, which are important for measuring students’ progress. Using this information can help educators determine what to do next to improve student performance.

SGP analyses can be conducted in a variety of ways, and each has advantages and disadvantages. For operational SGP analyses that will be repeated over time, it is often best to use higher level wrapper functions (studentGrowthPercentiles and studentGrowthProjections) with LONG formatted data rather than the WIDE format used by the lower level function sgpData. The preparation and storage costs associated with LONG data are much less than those for WIDE data, and the analysis steps required to prepare and store a large amount of data are simplified.

The sgpData package provides an anonymized, panel data set consisting of 5 years of annual, vertically scaled, assessment data in the WIDE format. This exemplar data set models the format of data used with the lower level function studentGrowthPercentiles and the higher level wrapper function studentGrowthProjections. The data set also includes an exemplar file, sgpData_LONG, with LONG formatted data and an INSTRUCTOR-STUDENT lookup table, sgpData_INSTRUCTOR_NUMBER, which can be used to automatically preprocess data for SGP analyses.

For SGP analyses that will be conducted on a regular basis, the sgpData package provides the wrapper function abcSGP that simplifies the six steps involved in preparing and running an operational SGP analysis. The function also allows users to choose whether to format their data in WIDE or LONG formats and, if necessary, the INSTRUCTOR-STUDENT lookup tables that will be used to preprocess the data.

In addition to providing data sgp for educational administrators, teachers, and parents, the SGP website also contains research articles on best practices in education. This information is invaluable to anyone who is interested in improving the quality of education for all students. Moreover, the SGP website is updated regularly, and its content is free to use. As such, it is an excellent resource for both new and experienced educators. In addition, the SGP website has a mobile version that is easy to use on any device.