The strongest single predictor of a STEM major in NSF's table is a student agreeing that others see them as a science person: 47% against 27%.
What the national data says
In 2012 NSF asked eleventh graders whether they agreed with “I see myself as a science person.” 48% did. In 2016, 46% of those who agreed were STEM majors, against 26% of those who disagreed.
Being seen counts as much as seeing it yourself: for “Others see me as a science person.” the figures are 47% and 27%. Test confidence is more common (66% have it) and weaker: 39% against 30%.
254 searches
Start here: one problem
A first name or nickname is all we ask for. No email, no last name, no birthday. For a child under 13, a parent or teacher signs up and sits beside them.
Questions people ask
Why can't I claim it right away?
Because in the national data a claim with nothing behind it does not move anything. Here the claim unlocks after one graded proof and one witness, so the sentence means what it says.
Does it cost anything?
No. There is nothing to buy, and no badge, rank or point can be bought. A purchase never fires a trigger.
What do you collect about my child?
A first name or nickname, a role, a language and, if you choose, a county. No email, no last name, no birthday. For a child under 13 the adult signs up and sits beside them.
Where do the numbers come from?
NSF's High School Longitudinal Study of 2009, published in Science and Engineering Indicators (NSB-2021-1), tables SK12-27, SK12-28 and K12-5.