The correct spelling of "evidcence" is "evidence". To avoid misspelling it, one can remember the word's correct pronunciation: "ev-i-dence". Additionally, using spell-check tools or online dictionaries can help detect such errors. Proofreading and double-checking work are essential to ensure accurate spelling and proper communication.