TY - JOUR
T1 - Neural changes underlying successful second language word learning
T2 - An fMRI study
AU - Yang, Jing
AU - Gates, Kathleen Marie
AU - Molenaar, Peter
AU - Li, Ping
N1 - Funding Information:
We thank Patrick Clark and Holly Spain Watkins for their assistance in preparing and running the experiment. We also thank Shin-Yi Fang, Angela Grant, Jennifer Legault, and other members of the Brain, Language, and Computation Lab for comments and suggestions on an earlier draft of this manuscript. This work was supported by grants from the US National Science Foundation ( BCS-1157220 , BCS-1338946 ). Preparation of the manuscript was also supported by the National Key Research Center for Linguistics and Applied Linguistics, Guangdong University of Foreign Studies , where the first author is currently affiliated. Kathleen Gates is now at the University of North Carolina, Chapel Hill, USA.
Publisher Copyright:
© 2014 The Authors.
PY - 2015/2/1
Y1 - 2015/2/1
N2 - A great deal of research has examined behavioral performance changes associated with second language learning. But what changes are taking place in the brain as learning progresses? How can we identify differences in brain changes that reflect successes of learning? To answer these questions, we conducted a functional magnetic resonance imaging (fMRI) study to examine the neural activities associated with second language word learning. Participants were 39 native English speakers who had no prior knowledge of Chinese or other tonal language, and were trained to learn a novel tonal vocabulary in a six-week training session. Functional MRI scans as well as behavioral performances were obtained from these learners at two different times (pre- and post-training). We performed region of interest (ROI) and connectivity analyses to identify effective connectivity changes associated with success in second language word learning. We compared a learner group with a control group, and also examined the differences between successful learners and less successful learners within the learner group across the two time points. Our results indicated that (1) after training, learners and non-learners rely on different patterns of brain networks to process tonal and lexical information of target L2 words; (2) within the learner group, successful learners compared to less successful learners showed significant differences in language-related regions; and (3) successful learners compared to less successful learners showed a more coherent and integrated multi-path brain network. These results suggest that second language experience shapes neural changes in short-term training, and that analyses of these neural changes also reflect individual differences in learning success.
AB - A great deal of research has examined behavioral performance changes associated with second language learning. But what changes are taking place in the brain as learning progresses? How can we identify differences in brain changes that reflect successes of learning? To answer these questions, we conducted a functional magnetic resonance imaging (fMRI) study to examine the neural activities associated with second language word learning. Participants were 39 native English speakers who had no prior knowledge of Chinese or other tonal language, and were trained to learn a novel tonal vocabulary in a six-week training session. Functional MRI scans as well as behavioral performances were obtained from these learners at two different times (pre- and post-training). We performed region of interest (ROI) and connectivity analyses to identify effective connectivity changes associated with success in second language word learning. We compared a learner group with a control group, and also examined the differences between successful learners and less successful learners within the learner group across the two time points. Our results indicated that (1) after training, learners and non-learners rely on different patterns of brain networks to process tonal and lexical information of target L2 words; (2) within the learner group, successful learners compared to less successful learners showed significant differences in language-related regions; and (3) successful learners compared to less successful learners showed a more coherent and integrated multi-path brain network. These results suggest that second language experience shapes neural changes in short-term training, and that analyses of these neural changes also reflect individual differences in learning success.
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U2 - 10.1016/j.jneuroling.2014.09.004
DO - 10.1016/j.jneuroling.2014.09.004
M3 - Article
AN - SCOPUS:84918524087
SN - 0911-6044
VL - 33
SP - 29
EP - 49
JO - Journal of Neurolinguistics
JF - Journal of Neurolinguistics
ER -