They divided the songbird species into three groups: long-distance migrants that winter south of Sahara; short-distance migrants that winter south of its breeding range but north of Sahara; and year-round residents.
It emerged that species that stayed in one place were more creative in finding food.
On average, non-migrating birds were observed using four innovative techniques per species, compared with three novel feeding styles for short-distance migrants and just one for long-distance migrants.
"Species with greater foraging flexibility seem to be able to cope with seasonal environments better, while less-flexible species are forced to become migratory," wrote the researchers.
Several studies on feeding innovations in birds support the new research.
In a previous study, Louis Lefebvre, an animal behaviorist at McGill University in Montreal, Canada, recorded birds using amazing tools, including probes, hammers, sponges and scoops in birds searching for food.