Our nation graduates only 84.1% of its high school students and that is too low for a nation that wants to advance economically and technologically. The US releases graduation data for every year, but only collects and releases data from the Department of Education Office for Civil Rights every other year (2015-16 is the latest year) which includes interesting data like the number students that studied biology, chemistry, physics, algebra or geometry, enrolled in an AP class, took the SAT or ACT test, participate in high school sports, reported being bullied or harassed, number of teachers that are chronically absent or lack a teaching certificate, students that are chronically absent or receive in-school suspensions, out-of-school suspensions, expulsions, and most of this data is then broken down by gender, ethnic group, and disability status.

The Every Student Succeeds Act (ESSA) has a new Fifth Indicator variable by which to evaluate and judge individual schools and districts, which is 20% of the total score. This Indicator is a non-academic variable as the other 80% of the school’s score reflects the school’s academic results. The Fifth Indicator is supposed to be a metric that includes all students and reflects “school quality” or “student success.” Each state chose a different combination of variables. This research choose to look at some of these Fifth Indicator variables to see if they influence graduation, the most important goal of K-12 education.

The Data

The Department of Education graduation data provides Adjusted Cohort Graduation Rates (ACGR) for 23,090 high schools. The Office for Civil Rights (OCR) data has 96,360 pre-schools, elementary, middle, high schools, juvenile justice, alternative, special education, and charter schools with 1,836 variable including bullying, teacher-student ratio, certification, absenteeism, sports participation, and more divided by gender, ethnicity, LEP, and 504 subsets.

Enrollment


A quick look at high school enrollment shows that the mean high school enrollment has less than 1,000 students and that the largest number of schools enroll the smallest number of students. Each bar in the chart represents 100 students, and there are about 1,300 high schools with 100 or fewer students. The most significant thing to consider about very small high schools is that they have small staffs and most likely do not have the range of subjects or advanced classes that would be available at a larger high school.

 

 

 

 

 

AP Class Participation

 

 


The OCR data tracks how many students take one or more AP classes, plus the number that take AP classes in chemistry, physics, math, and other subjects, which student take the AP exam, pass with a 3 or higher, and how many fail the AP exam, broken down by gender, ethnicity and disability. The mean enrollment rate for taking at least one AP class is 9%. AP classes do involve more obligations. Both parents and students must be committed to the additional studies necessary to enroll in an advanced class that is similar to a college introductory class. Principals and school superintendents have to hire teachers that can teach college level curriculum and there must be enough students who have completed the lower level math, science and language arts to fill an advanced class.

 

 

 

 

 

Sports Participation

The OCR also tracks how many students participate in a high school sport. It is more than three times the number that enroll in an AP class. Of course, being a coach of sports team does not require a teaching certification. Many former high school sports stars coach high school teams to stay involved with the sport and for enjoyment.

 

 

 

 

 

 

 

Next Blog

The next blog post will examine the relationship between some of these variables and graduation rates.

Links to the data:

https://www2.ed.gov/about/inits/ed/edfacts/data-files/acgr-sch-sy2013-14.csv
https://www2.ed.gov/about/inits/ed/edfacts/data-files/acgr-sch-sy2015-16.csv
https://www2.ed.gov/about/offices/list/ocr/docs/crdc-2013-14.html
https://www2.ed.gov/about/offices/list/ocr/docs/crdc-2015-16.html