In the info file documenting the shell assignment operator in section 3.7 "reading makefiles", there is the phrase: "...that variable becomes a simple variable (and will thus be re-evaluated on each reference)."
A simple variable is NOT re-evaluated on each reference, so the word "not" is missing in the parenthesized part.