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Cognitive control for language switching in bilinguals: A quantitative meta-analysis of functional neuroimaging studies
Open accessAbstract
In a quantitative meta-analysis, using the activation likelihood estimation method, we examined the neural regions involved in bilingual cognitive control, particularly when engaging in switching between languages. The purpose of this study was to evaluate the bilingual cognitive control model originally proposed as a qualitative analysis of functional neuroimaging studies. After reviewing 128 peer-reviewed articles, 10 neuroimaging studies met our inclusion criteria and in each study, bilinguals switched between languages in response to cues. We isolated regions involved in voluntary language switching, by including reported contrasts between the switching conditions and high-level baseline conditions involving similar tasks but requiring the use of only one language. Eight brain regions showed significant and reliable activation: left inferior frontal gyrus, left middle temporal gyrus, left middle frontal gyrus, right precentral gyrus, right superior temporal gyrus, midline pre-supplementary motor area, and bilateral caudate nuclei. This quantitative result is consistent with bilingual aphasia studies that report switching deficits associated with lesions to the caudate nuclei or prefrontal cortex. It also extends the previously reported qualitative model. We discuss the implications of the findings for accounts of bilingual cognitive control.
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“This model was confirmed in a quantitative meta-analysis examining bilingual language switching [95]”
From Bilingualism: consequences for mind and brain (2012) · cites this paper as [95]
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“greater activity in the bilingual network, including areas identified in the meta-analysis [95], was related to smaller RT costs for incongruent trials.”
From Bilingualism: consequences for mind and brain (2012) · cites this paper as [95]
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The dynamics of language experience and how it affects language and cognition
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BackgroundThe Neurocognition of Translation and Interpreting
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Language dominance predicts cognate effects and metalinguistic awareness in preschool bilinguals
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“Given that neuroanatomical research suggests that language switching can train the general substrates underlying executive functioning (Abutalebi and Green, 2008; Garbin et al., 2010; Bialystok et al., 2012; Luk et al., 2012; De Baene et al., 2015), we expected to observe these inhibitory control advantages for both l…”
BackgroundWorking memory performance in disordered gambling and gaming: A systematic review
Ngetich, R. K., Burleigh, T. L., Czakó, A., Vékony, T., Németh, D., & Demetrovics, Z. (2023) · Comprehensive Psychiatry · doi:10.1016/j.comppsych.2023.152408 · Cited by 25
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Conflict monitoring and detection in the bilingual brain
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Cognitive control regions are recruited in bilinguals' silent reading of mixed-language paragraphs
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“Our results revealed the neural costs of silently reading language switches to be similar to previous observations of switch costs in production of language switches (e.g., Ma et al, 2014; Wang et al., 2009; for review of this network see Abutalebi and Green, 2007; 2008; 2016; Green & Abutalebi, 2013; Luk et al., 2011…”
MethodResultChapter 10. Syntactic interference in bilingual naming during language switching
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Han, S., Hu, J., Li, W., Zhao, S., Chen, M., Xu, P., & Luo, Y. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107700 · Cited by 18
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Boumeester, M., Michel, M. C., & Fyndanis, V. (2019) · Behavioral Sciences · doi:10.3390/bs9090092 · Cited by 20
Neuroimaging Studies of Multilingual Speech
Blackburn, A. M. (2019) · The Handbook of the Neuroscience of Multilingualism · doi:10.1002/9781119387725.ch6 · Cited by 17
Language control network adapts to second language learning: A longitudinal rs-fMRI study
Liu, C., Jiao, L., Li, Z., Timmer, K., & Wang, R. (2020) · Neuropsychologia · doi:10.1016/j.neuropsychologia.2020.107688 · Cited by 16
“It has been reported that both the dACC and the preSMA were associated with monitoring language conflict (Abutalebi and Green, 2007; Abutalebi et al., 2011; Luk et al., 2012).”
BackgroundMethodSecond language learning tunes the language control network: a longitudinal fMRI study
Liu, C., de Bruin, A., Jiao, L., Li, Z., & Wang, R. (2020) · Language Cognition and Neuroscience · doi:10.1080/23273798.2020.1856898 · Cited by 16
“We chose four seeds based on the NLCmodel and the ROI coordinates were derived from three previous studies: the LCN and left IFG from Luk et al. (2012), a meta-analysis study on neural regions involved in bilingual language control; the dACC from Abutalebi et al. (2012); and the left IPL from…”
MethodYuan, Q., Ma, F., Zhang, M., Chen, M., Zhang, Z., Wu, J., Lu, C., & Guo, T. (2020) · Behavioural Brain Research · doi:10.1016/j.bbr.2020.113086 · Cited by 15
Wolna, A., Szewczyk, J., Diaz, M. T., Domagalik, A., Marcin Szwed, A., & Wodniecka, Z. (2023) · Neurobiology of Language · doi:10.1162/nol_a_00128 · Cited by 37
“…showing that the brain networks that support language switching and task switching overlap (Blanco-Elorrieta & Pylkkänen, 2016; Coderre et al., 2016; De Baene et al., 2015; Luk et al., 2012; Mendoza et al., 2021; Nee et al., 2007; Niendam et al., 2012; Weissberger et al., 2015; Wu et al., 2019).”
BackgroundLanguage reconfiguration in bilinguals
Calabria, M., Pérez‐Pérez, J., Martínez‐Horta, S., Horta‐Barba, A., Carceller‐Sindreu, M., Kulisevsky, J., & Costa, A. (2018) · Linguistic Approaches to Bilingualism · doi:10.1075/lab.18022.cal · Cited by 16
“We hypothesised that, since language activation and selection involves basal ganglia activity and more specifically striatum (Abutalebi & Green, 2008, 2016; Luk et al., 2011), patients with dysfunctions in these subcortical areas would not benefit from longer preparation times.”
BackgroundMofrad, F. T., & Schiller, N. O. (2019) · Cognitive Neuroscience · doi:10.1080/17588928.2019.1696764 · Cited by 15
Liu, H., Kong, C., de Bruin, A., Wu, J., & He, Y. (2020) · Human Brain Mapping · doi:10.1002/hbm.25044 · Cited by 16
“During language production, switching costs in the DLPFC and ACC varied depending on the context (bilingual cues, monolingual cues, or artificial cues).”
BackgroundMethodResultInfluentialContext affects L1 but not L2 during bilingual word recognition: An MEG study
Pellikka, J., Helenius, P., Mäkelä, J. P., & Lehtonen, M. (2015) · Brain and Language · doi:10.1016/j.bandl.2015.01.006 · Cited by 16
“For example, Marian and Spivey (2003) presented English–Russian bilingual participants with a number of different objects, and the participants received auditory instructions only in one language with respect to the objects.”
BackgroundCross‐Talk Between Language and Executive Control
Calabria, M., Baus, C., & Costa, A. (2019) · Wiley eBooks · doi:10.1002/9781119387725.ch22 · Cited by 16
Calabria, M., Jefferies, E., Sala, I., Morenas‐Rodríguez, E., Illán‐Gala, I., Montal, V., Fortea, J., Lleó, A., & Costa, A. (2019) · Aphasiology · doi:10.1080/02687038.2019.1693025 · Cited by 16
Klein, R. M. (2019) · Studies in bilingualism · doi:10.1075/sibil.57.16kle · Cited by 15
Production, processing, and prediction in bilingual codeswitching
(2023) · The Psychology of learning and motivation/The psychology of learning and motivation · doi:10.1016/bs.plm.2023.02.004 · Cited by 15
Abou-Ghazaleh, A., Khateb, A., & Nevat, M. (2019) · Brain Topography · doi:10.1007/s10548-019-00735-7 · Cited by 15
A clearer sense of self: relationship between bilingualism and overconfidence bias
Li, H., & Shen, S. (2020) · Journal of Multilingual and Multicultural Development · doi:10.1080/01434632.2020.1749644 · Cited by 15
“Previous research suggests a tight link between L2 proficiency and executive control (for a recent meta-analysis, see Luk et al. 2012).”
BackgroundHistory-inspired reflections on the Bilingual Advantages Hypothesis
Titone, D. A., Gullifer, J. W., Subramaniapillai, S., Rajah, N., & Baum, S. R. (2017) · Studies in bilingualism · doi:10.1075/sibil.53.13tit · Cited by 15
Investigation of code-switching cost in conversation and self-paced reading tasks
Faroqi‐Shah, Y., & Wereley, S. (2022) · International Journal of Bilingualism · doi:10.1177/13670069211056438 · Cited by 16
“Further support of the cognitive demands of CS comes from increased brain activity in fronto-striatal regions associated with cognitive control during CS (Luk et al., 2012; Timmer et al., 2017).”
BackgroundRaji, C. A., Meysami, S., Merrill, D. A., Porter, V. R., & Mendez, M. F. (2020) · Journal of Alzheimer s Disease · doi:10.3233/jad-200200 · Cited by 14
“Several studies have shown increased gray matter volume in cognitively-normal bilinguals especially left hemisphere frontal regions and their connections for language functions and language control [7, 17, 18].”
Klein, R. M. (2016) · Linguistic Approaches to Bilingualism · doi:10.1075/lab.15045.kle · Cited by 13
Towards understanding the bilingual profile in typical and atypical language development: A tutorial
Potapova, I., & Pruitt-Lord, S. L. (2019) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2019.1598492 · Cited by 13
Chen, M., Ma, F., Wu, J., Li, S., Zhang, Z., Fu, Y., Lu, C., & Guo, T. (2020) · Journal of Neurolinguistics · doi:10.1016/j.jneuroling.2020.100887 · Cited by 13
Metadata
- Authors
- Luk, G., Green, D. W., Abutalebi, J., & Grady, C.
- Affiliations
- Harvard University (US)
- University College London (GB)
- Vita-Salute San Raffaele University (IT)
- University of Toronto (CA)
- Corresponding author
- Luk, Gigi
- Venue
- Language and Cognitive Processes
- Publisher
- Informa UK Limited
- Published
- 2012-12
- Volume
- 27
- Issue
- 10
- Pages
- 1479-1488
- ISSN
- 0169-0965 (ISSN-L)
- 1464-0732
- PMC
- PMC4006828
- OpenAlex
- W2128376159
- Cited by
- 375
- References
- 54
- Citations by year
- 2026: 13 · 2025: 18 · 2024: 11 · 2023: 33 · 2022: 17 · 2021: 35 · 2020: 36 · 2019: 64 · 2018: 32 · 2017: 23 · 2016: 20 · 2015: 25 · 2014: 29 · 2013: 7 · 2012: 10
- FWCI
- 1.30
- Type
- journal article
- Language
- en
- Open access
- green
- europepmc.org
- Locations
- Language and Cognitive Processes (publishedVersion)
- PubMed (publishedVersion)
- Europe PMC (PubMed Central) (acceptedVersion)
- PubMed Central (acceptedVersion)
- UCL Discovery (University College London) (acceptedVersion)
- Digital Access to Scholarship at Harvard (DASH) (Harvard University) (submittedVersion, cc-by)
- Funders
- Wellcome Trust
- U.S. Public Health Service (14036-4)
- Canadian Institutes of Health Research (14036_4)
- Topics
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neurobiology of Language and Bilingualism
- Life Sciences › Neuroscience › Cognitive Neuroscience › Neural and Behavioral Psychology Studies
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Keywords
- language switching, bilingualism, neuronal activation, left inferior frontal gyrus, caudate nucleus, pre-supplementary motor area, bilingual aphasia
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