I would love to see a comparison between direct admit vs secondary admit program retention rates in engineering. My gut is that it isn’t that much different but I can’t find any studies.
My undergrad experience was that because we didn’t declare majors until second semester sophomore year, plenty of students declared something different than what they initially intended but that wasn’t tracked at all.