A Deeper Dive on The Coalition Data

There has been a considerable amount of discussion in the admissions world about The Coalition for Access, Affordability, and Success. I remain skeptical about the motives behind this, as I did when I wrote this in the Washington Post. To be clear, however, I believe colleges have the right to create their own admissions platform and conduct the business side of higher education with great latitude. I am merely questioning how a fractured admissions process helps low income students find, apply, get admitted to, and enroll in college; and the use of the term "access" by colleges who have, in general, poor records of providing access to low-income students.

Many school counselors I've talked to are very concerned by what they perceive to be a dearth of information about how this all will work, and there are also lingering concerns about privacy, which have not yet been publicly answered (to the best of my knowledge), even though one component of the application platform--the Locker--is scheduled to open this month.

These colleges represent the very top of the pyramid among private institutions, and also include many large, state flagship public institutions, as well as a few statistical outliers. But to look deeper at the data, I downloaded a large IPEDS data set, and just scratched the surface. What should jump out at you is the impressive list of colleges, their collective wealth, and position on several of the scatter grams, below.

Use the tabs across the top. Every view has a filter to show public/private/all institutions. Coalition schools are in red to make them standout; everyone else is in gray. The universe is about 1,945 four-year, degree-granting, Title IV participating colleges and universities in the ~~Midwest~~.US. (corrected 4/17 at 6:32 pm CST).

What do you see?

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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

Changes in AP Scores, 2022 to 2024

Used to be, with a little work, you could download very detailed data on AP results from the College Board website: For every state, and for every course, you could see performance by ethnicity. And, if you wanted to dig really deep, you could break out details by private and public schools, and by grade level. I used to publish the data every couple of years. Those days are gone. The transparency The College Board touts as a value seems to have its limits, and I understand this to some extent: Racists loved to twist the data using single-factor analysis, and that's not good for a company who is trying to make business inroads with under-represented communities as they cloak their pursuit of revenue as an altruistic push toward access. They still publish data, but as I wrote about in my last post , it's far less detailed; what's more, what is easily accessible is fairly sterile, and what's more detailed seems to be structured in a way that suggests the company doesn&

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

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