Some research suggests that learning a second language draws on capacities that are language-specific, while other research suggests that it reflects a more general capacity for learning patterns.
According to psychological scientist and lead researcher Ram Frost of Hebrew University, the data from the new study clearly point to the latter.
"These new results suggest that learning a second language is determined to a large extent by an individual ability that is not at all linguistic," said Frost.
The students also completed a task that measured their ability to pick up on statistical patterns in visual stimuli. The participants watched a stream of complex shapes that were presented one at a time.
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Unbeknownst to the participants, the 24 shapes were organised into 8 triplets - the order of the triplets was randomised, though the shapes within each triplet always appeared in the same sequence.
The data revealed a strong association between statistical learning and language learning: Students who were high performers on the shapes task tended to pick up the most Hebrew over the two semesters.
"It's surprising that a short 15-minute test involving the perception of visual shapes could predict to such a large extent which of the students who came to study Hebrew would finish the year with a better grasp of the language," said Frost.
According to the researchers, establishing a link between second language acquisition and a general capacity for statistical learning may have broad implications.
The study was published in Psychological Science, a journal of the Association for Psychological Science.