Tools and Methods for Working with MIDFIELD Data in 'R'
Determine completion status for every student
Determine data sufficiency for every student
Calculate a timely completion term for every student
Subset rows that include matches to search strings
midfieldr: Tools and Methods for Working with MIDFIELD Data in 'R'
Order categorical variables of multiway data
Prepare FYE data for multiple imputation
Test for equal content between two data tables
Select required midfieldr variables
Provides tools and demonstrates methods for working with individual undergraduate student-level records (registrar's data) in 'R'. Tools include filters for program codes, data sufficiency, and timely completion. Methods include gathering blocs of records, computing quantitative metrics such as graduation rate, and creating charts to visualize comparisons. 'midfieldr' interacts with practice data provided in 'midfielddata', an R data package available at <https://midfieldr.github.io/midfielddata/>. 'midfieldr' also interacts with the full MIDFIELD database for users who have access. This work is supported by the US National Science Foundation through grant numbers 1545667 and 2142087.