The correct spelling for "encoragement" is "encouragement". To avoid misspelling it in the future, try mnemonic devices like "en-courage-ment", breaking the word into smaller parts for better memorization. Additionally, using tools like spell check and referring to a dictionary can assist in ensuring accurate spelling.