Evidence map›Paper›PMID 42062755›Full record

ArticlePsychonomic bulletin & review2026

Dynamic brain reorganization and the role of motivation during the first year of foreign language learning: A longitudinal study.

Fei Gao, Xinglin Zeng, Paulo A S Armada-da-Silva, Hao Chen, José Lino Pascoal, Zhixian Wen, Han Wang, Zhen Yuan

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Article in Psychonomic bulletin & review, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

8 authors.

Fei Gao *Institute of Modern Languages and Linguistics, Fudan University, Shanghai, China. feigao@fudan.edu.cn.
Xinglin Zeng *Centre for Cognitive and Brain Sciences, University of Macau, Macau SAR, China.
Paulo A S Armada-da-SilvaCentre for Cognitive and Brain Sciences, University of Macau, Macau SAR, China.
Hao ChenSchool of Languages, Shanghai University of International Business and Economics, Shanghai, China.
José Lino PascoalFaculty of Arts and Humanities, University of Macau, Macau SAR, China.
Zhixian WenFaculty of Arts and Humanities, University of Macau, Macau SAR, China.
Han WangCentre for Cognitive and Brain Sciences, University of Macau, Macau SAR, China.
Zhen YuanCentre for Cognitive and Brain Sciences, University of Macau, Macau SAR, China. zhenyuan@um.edu.mo.

Funding

National Social Science Foundation of China 24CYY088
6 · The paper itself

Abstract

This study aims to investigate whether structure-function coupling changes occur during the first year of foreign language learning and how such neural changes interact with individual differences in proficiency, motivation, and learning strategies. Behavioral results revealed significant improvements in language performance and learning strategies, with notable gains in the use of compensation strategies. Learners' wish for language proficiency and intrinsic motivation remained consistently high throughout the year, accompanied by a significant increase in self-efficacy. Neural results showed an overall decreasing structure-function coupling strength, with descriptively greater reductions in the frontoparietal network (FPN). Further analysis revealed a global increase in functional network modularity and segregation, with relatively greater changes in the FPN, whereas structural network segregation strength increased in lower-order networks and decreased in higher-order networks. Meanwhile, shifts in motivation significantly predicted changes in coupling within higher-order brain networks, including the FPN and the default mode network, which highlights the influence of motivation on brain networks involved in lexical retrieval, articulation, and reading. In addition, we identified a significant association between changes in language performance and functional connectivity between the left STG and the left temporal and parietal regions (i.e., PTR, IPL, ITG, MTG), highlighting the role of the left STG as a central hub supporting phonological representations and their interaction with semantic and control networks. Our findings thus demonstrated a dynamic interplay between brain changes and individual difference alterations during the initial year of foreign language learning from a longitudinal perspective. In particular, our study was among the first to explore how motivation influences the development of brain networks in foreign language learning. Our results indicated that early-stage language learning is accompanied by dynamic neural reorganization, with individual differences especially motivation associated with variability in this process.

Indexed as

ConnectomeLearningMotivationMultilingualismNerve NetAdultFemaleHumansLongitudinal StudiesMagnetic Resonance ImagingMaleYoung AdultBrain structure–function couplingForeign language learningFunctional connectivityMotivation

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.