2023 Improving Education -- Ranking Arkansas High Schools by Performance vs. Expected Performance
The time has come for the second issue of my Arkansas High School Rankings. You may recall last year I ranked schools using demographic data and average ACT Composite scores from 232 Arkansas high schools to create a model that produced a predicted average ACT Composite score for each high school. The 232 schools were then ranked by the difference between their actual average and predicted average. The highest ranking school beat its predicted average by a larger amount than any other high school. CLICK HERE TO SEE FULL LIST OF RANKED HIGH SCHOOLS The Arkansas Department of Education (ADE) released the Arkansas School Report Cards a few weeks ago. Since then I've been working to produce rankings for the 2022-2023 school year. I will give a brief overview of this year's results in this post. You can view the detailed report of the philosophy, methodology, and analysis behind the rankings here , and see the Jupyter Notebook with the code here. Recall, this model does not ran...