Data sgp is the set of data collected from students’ academic assessments that can be used to predict how much they will progress over time. This information can help teachers identify at-risk students and provide them with the support they need to improve their skills. It also helps teachers determine what areas their students are excelling in and which ones need extra attention. This is why it’s important for schools to have access to this data and use it appropriately.
The sgpData dataset is an anonymized panel data set of student assessment results in long format from 8 windows (3 windows annually) across 3 content areas (Early Literacy, Math, and Reading). The first five columns, ID, GRADE_2013, GRADE_2014, GRADE_2015, and GRADE_2016, provide the unique student identifier, the grade level at which the student was assessed for each year, and the scale score associated with the assessment for that year. The remaining 5 columns, SS_2013, SS_2014, SS_2015, SS_2016, and SS_2017, provide the scale scores that the student received in each of the previous years.
A growth percentile is a measure of a student’s relative progress on an MCAS subject-matter test compared to the progress of other students with similar score histories on that same test. For example, if a student’s growth percentile is 50th, this means that they have scored higher on the MCAS test than half of the students with comparable score histories on that same subject-matter test.
SGP analyses require a lot of data, so it’s important to plan ahead and have enough storage space to accommodate all of the files needed for your project. The SGP package has many functions that can be used to manage large data sets and perform high-performance calculations. These functions are designed for use with the LONG format and often assume that embedded SGPstateData metadata-data is available to facilitate a smooth data import.
In general, using wide-format data with the SGP package is straightforward. Please see the SGP data analysis vignette for more comprehensive documentation on using sgpData and other wide-format data with the SGP package.
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