The correct spelling for "cursvie" is actually "cursive". To avoid this misspelling, remember to place the "i" before the "s". Additionally, you can use techniques like visualizing the word or sounding it out to ensure accurate spelling. Practicing writing in cursive regularly can also help solidify the correct spelling.