When encountering the misspelling "housparty", several correct suggestions can be considered. The correct spelling is "houseparty", referring to a social gathering held at someone's residence. Alternatives like "house party" or "house-party" can also be used. It's essential to maintain accurate spellings to ensure effective communication.