Most PD feedback forms confirm that sessions went well. Few help you decide what to do next. Five years of data on 700,000+ feedback responses point to five swaps that fix that — without making your form any longer.

Averages make PD look healthier than it is. Inside the same district, some staff get a week of structured learning a year — others get almost none. The question isn't how much PD you're offering. It's who's getting it.

Literacy and math show up together in every strategic plan. But when you look at five years of PD data across districts nationwide, do the investments match the rhetoric?

Everyone's talking about AI in education, but it's showing up in just 1% of district PD sessions. We tracked 290,000 professional learning sessions across five years to find out what's actually making it into educators' training—and what isn't.