writing in his program notes for the restoration's premiere, jeffrey vance observed: ""little annie rooney" has always been overshadowed by the films that have chronologically surrounded it. the academy film archive's restoration of "little annie rooney" reveals the work to be one of her most accomplished efforts and a fine introduction to the art of mary pickford."