Alison can go back to the French diminutive of
Alice formed by adding -on, but according to Reaney &
Wilson's
A Dictionary of English Surnames, it can also go back to either "son of
Alice" or "son of
Alan". This would be especially true of the spelling
Allison, and
Allison is definitely the most common spelling of the female given name in the modern United States.