"Enthusiasm" is the correct spelling for the word commonly misspelled as "enthuisim". To avoid this mistake, it is helpful to remember that enthusiasm contains both a silent "h" and an "iasm" ending, which might be confused with "ism". Proofreading and utilizing spell-check tools can also aid in catching and rectifying such errors.