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The “invisible” data point in college admissions

As juniors start building their college lists, most families focus on the obvious factors: rankings, majors, campus culture, geography. All of that makes sense.

What’s less obvious is that colleges are paying attention to something else at the same time: sustained engagement.

Application volume keeps climbing, and students are applying to more schools than ever. For admissions offices, the hard part isn’t finding qualified students. It’s predicting who will actually enroll. Yield matters. It affects housing, course planning and budget projections. When a school misses its yield, it feels it.

That’s one reason so much of an incoming class is now admitted through Early Decision. ED reduces uncertainty. Regular Decision is far less predictable.

Within Regular Decision, colleges look for other signals. Imagine two students applying to the same mid-sized private university. Both have strong transcripts, similar rigor and comparable activities. On paper, they look nearly identical.

One student has been engaging with the school since junior winter — opening emails, attending a virtual session, spending time reviewing the business or engineering curriculum. The other joined the mailing list in October and applied two weeks later.

The applications may look the same – but the engagement history does not.

Most private colleges use systems that log this activity over time. It isn’t the deciding factor on its own, but patterns matter. Consistency suggests real interest.

I often see families treat demonstrated interest as something to handle in senior fall. By then, though, the engagement history is already thin or established.

This doesn’t mean clicking every link or attending every webinar. Admissions officers can tell when interest is manufactured. It does mean that juniors should begin showing up early at the schools they are seriously considering.

In a cycle where many applicants meet the academic bar, colleges are asking a practical question alongside the academic one:

If we admit this student, how likely are they to say yes?

That’s the invisible data point many families underestimate.

About the author

Marc Zawel

Marc is the author of Untangling the Ivy League, a best-selling guidebook on the Ancient Eight. He earned a BA from Cornell University and an MBA from University of North Carolina – Chapel Hill. Marc chaired the admissions ambassadors at Cornell and the admissions advisory board at UNC.

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