Skip to main content

New AP Data Over Time

The College Board has finally put new AP data up on its website after a hiatus of a couple of years.  I had previously blogged about their decision to take it down from their website, after some attention that removal had received in the national press, and, unfortunately, some amplification by the right-wing elements who believe that differences in scores by ethnicity are driven by innate biological attributes, rather than things like parental attainment, family income, and opportunity, all of which look a lot like ethnicity to people who feel bad about themselves.  

I did a special visualization for them to show some of these patterns. Choose national or state, and see how mean AP scores line up with median family income (the visualization is purposely abstruse, by the way, with no labels on the data points or axes.)

Anyway, the new data are up, but in different formats from those that had been previously provided. College Board (in its effort to "streamline reporting") have eliminated the data that included score breakouts by geography, ethnicity, and specific exams in one file.  I took the new data and combined it with the old; I've spot checked the data to ensure as best I can that I merged the files accurately, but cannot guarantee that I did so, so use this data with caution.  It's below, in five views:

Overview shows the four largest ethnic group score distributions on the left, and mean scores on the right. You can filter on the state if you'd like. I kept it to four groups because some groups/state combinations are too small to draw adequate conclusions from (Asian/Pacific Islanders in South Dakota, for instance.)  What I think I see on this is that the pandemic appears to have hit African American and Hispanic students harder than it did White and Asian groups.  You draw your own conclusions.

AP Credit Earned breaks scores into two bands, with the (admittedly inaccurate) premise that scores of 3, 4, and 5 earn college credit.  That may be true at many public institutions, but some colleges don't award any credit for AP scores, some insist on higher scores, and some vary the credit policy based on subject.

Takers and mean scores by region shows the number of test takers on bars, and mean scores on the lines.  You can choose any combination of years in the data set (I recommend no more than three or four) and you can filter by ethnicity, or even actual scores if you'd like.

Takers and mean scores by ethnicity does the opposite: That is, it starts by breaking out by ethnicity and you can filter to regions if you'd like.  Again, test-takers are on the bars, and mean scores are on the lines.

And finally, Ethnic makeup over time shows any years you select (I recommend choosing only two from the dropdown) and seeing how the composition of the AP pool of test takers has changed over time.  You can see counts on the labels, but the display shows percentage of total.

As always, I'm interested to hear what you see here.  Thanks to the College Board for putting this out, even if it's not exactly what I was hoping for.


Comments

Popular posts from this blog

The Highly Rejective Colleges

If you're not following Akil Bello on Twitter, you should be.  His timeline is filled with great insights about standardized testing, and he takes great effort to point out racism (both subtle and not-so-subtle) in higher education, all while throwing in references to the Knicks and his daughter Enid, making the experience interesting, compelling, and sometimes, fun. Recently, he created the term " highly rejective colleges " as a more apt description for what are otherwise called "highly selective colleges."  As I've said before, a college that admits 15% of applicants really has a rejections office, not an admissions office.  The term appears to have taken off on Twitter, and I hope it will stick. So I took a look at the highly rejectives (really, that's all I'm going to call them from now on) and found some interesting patterns in the data. Take a look:  The 1,132 four-year, private colleges and universities with admissions data in IPEDS are incl

Freshman Migration, 1986 to 2020

(Note: I discovered that in IPEDS, Penn State Main Campus now reports with "The Pennsylvania State University" as one system.  So when you'd look at things over time, Penn State would have data until 2018, and then The Penn....etc would show up in 2020.  I found out Penn State main campus still reports its own data on the website, so I went there, and edited the IPEDS data by hand.  So if you noticed that error, it should be corrected now, but I'm not sure what I'll do in years going forward.) Freshman migration to and from the states is always a favorite visualization of mine, both because I find it a compelling and interesting topic, and because I had a few breakthroughs with calculated variables the first time I tried to do it. If you're a loyal reader, you know what this shows: The number of freshman and their movement between the states.  And if you're a loyal viewer and you use this for your work in your business, please consider supporting the costs

The College Finder

Note: A few people have commented on slow loading with the visualization.  If you have troubles, click here to be taken right to the visualization .  It should open in a new tab and you can follow along from there.    This is always a popular post with high school counselors, IECs, parents, and students who are looking for general information on degrees awarded, or a very specific combination of academic programs, location, and other institutional characteristics. It uses IPEDS data I downloaded as soon as I can when it became available (and before a looming government shutdown), and shows all 1,700 majors recognized by the federal government in the IPEDS system, using CIP codes, and the number of degrees awarded by college in any selected area. For instance, you might have a question about which college awards the most degrees in French Language and Literature: A few clicks, and you find it's the University of Arizona.  If you want a colder climate, choose the Great Lakes region,