In this paper, we compared three approaches: (1) strict time-window, (2) co-occurrence, and (3) arrival time methods to define associations for house sparrows on Lundy Island, UK, and Broken Hill, Australia; great tits in Wytham Woods, UK; and sociable weavers in Benfontein National Park.