When encountering the misspelling "spivie", there are a few possible suggestions for correction. One option could be "spivey", a variant surname. Additionally, "spivvy" could refer to something stylish or flashy. However, it's important to note that "spivie" itself has no widely recognized meaning or correct spelling.