The correct spelling for "insigificance" is "insignificance". To avoid misspelling it, double-check and proofread your documents thoroughly. Utilize spell-checkers and online resources to verify correct spelling. Additionally, expanding your vocabulary through reading and learning will help enhance your overall spelling skills.