What educator David Page said many years ago about math is true across the disciplines: When kids give the wrong answer, they're often just answering a different question. And our challenge is to figure out what that question is.
Related: A nice essay on the value of encouraging students to ask "I wonder what if...?" rather than "Did I do this correctly?": https://www.kqed.org/mindshift/40537/seeing-struggling-math-learners-as-sense-makers-not-mistake-makers. (Again, this essay focuses on math, but the shift in question is just as valuable in other fields.)