Abstract
There is accumulating evidence of a prospective relation between early language problems and ADHD, a disorder associated with deficits in executive functioning. However, little is known regarding this link among bilingual children. Here, we investigate whether (i) the prediction from language to ADHD may be lower among bilinguals, and (ii) explore if this moderation can be explained by differential executive functioning ability. Utilising a prospective sample of 408 South-East Asian toddlers, bilingual exposure as a moderator of the link between language delay at 24 months to ADHD intermediate diagnosis at 54 months was first examined with an interaction model. Next, structural equation mediated moderation models examined if the proposed moderation could be explained by executive function measures of Snack Delay and Dimensional Change Card Sort (DCCS) task, when children were 41 months. Results indicate that higher levels of bilingual exposure moderated the prospective risk of language delay to ADHD diagnosis (Predominantly single-language exposed OR = 6.37; p = .011; Predominantly dual-language exposed OR = 0.30, p = .156). Thus, language delay associated with ADHD among toddlers predominantly exposed to one but not two languages. However, this could not be explained by differential executive functioning, as this moderation was not mediated by performance on Snack Delay or DCCS. Unexpectedly, bilingual exposure associated with ADHD among toddlers of typical language development. Possible explanations, including variation in the degree of social stigma and persistence of language delay between bilingual and monolingual children, and bilingualism as an additional cognitive load for ADHD, are discussed.
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Allison, C., Baron-Cohen, S., Wheelwright, S., Charman, T., Richler, J., Pasco, G., & Brayne, C. (2008). The Q-CHAT (Quantitative Checklist for Autism in Toddlers): A normally distributed quantitative measure of autistic traits at 18–24 months of age: Preliminary report. Journal of Autism and Developmental Disorders, 38(8), 1414–1425.
Baddeley, A. (2003). Working memory and language: An overview. Journal of Communication Disorders, 36(3), 189–208. https://doi.org/10.1016/S0021-9924(03)00019-4.
Barkley, R. A. (1997). Behavioral inhibition, sustained attention, and executive functions: Constructing a unifying theory of ADHD. Psychological Bulletin, 121(1), 65–94. https://doi.org/10.1037/0033-2909.121.1.65.
Bayley, N. (2006). Bayley scales of infant and toddler development: Administration manual. Harcourt Assessment.
Bialystok, E. (2015). Bilingualism and the development of executive function: The role of attention. Child Development Perspectives, 9(2), 117–121. https://doi.org/10.1111/cdep.12116.
Bialystok, E., Craik, F. I. M., & Luk, G. (2012). Bilingualism: Consequences for mind and brain. Trends in Cognitive Sciences, 16(4), 240–250. https://doi.org/10.1016/j.tics.2012.03.001.
Bialystok, E., Hawrylewicz, K., Wiseheart, M., & Toplak, M. (2017). Interaction of bilingualism and attention-deficit/hyperactivity disorder in young adults. Bilingualism: Language and Cognition, 20(03), 588–601. https://doi.org/10.1017/S1366728915000887.
Bialystok, E., & Martin, M. M. (2004). Attention and inhibition in bilingual children: Evidence from the dimensional change card sort task. Developmental Science, 7(3), 325–339. https://doi.org/10.1111/j.1467-7687.2004.00351.x.
Brito, N. H., Sebastián-Gallés, N., & Barr, R. (2014). Differences in language exposure and its effects on memory flexibility in monolingual, bilingual, and trilingual infants. Bilingualism: Language and Cognition (November 2015), 1–13. https://doi.org/10.1017/S1366728914000789.
Byers-Heinlein, K., Morin-Lessard, E., & Lew-Williams, C. (2017). Bilingual infants control their languages as they listen. Proceedings of the National Academy of Sciences, 114(34), 9032–9037.
Carlson, S. M., & Meltzoff, A. N. (2008). Bilingual experience and executive functioning in young children. Developmental Science, 11(2), 282–298. https://doi.org/10.1111/j.1467-7687.2008.00675.x.
Collins, B. A., O’Connor, E. E., Suárez-Orozco, C., Nieto-Castañon, A., & Toppelberg, C. O. (2014). Dual language profiles of Latino children of immigrants: Stability and change over the early school years. Applied PsychoLinguistics, 35(3), 581–620. https://doi.org/10.1017/S0142716412000513.
Curtis, P. R., Kaiser, A. P., Estabrook, R., & Roberts, M. Y. (2019). The longitudinal effects of early language intervention on children’s problem behaviors. Child Development, 90(2), 576–592.
DeAnda, S., Bosch, L., Poulin-Dubois, D., Zesiger, P., & Friend, M. (2016). The language exposure assessment tool: Quantifying language exposure in infants and children. Journal of Speech, Language, and Hearing Research, 59(6), 1346–1356.
Diamond, A. (2014). Executive functions. Annual Review of Clinical Psychology, 64, 135–168. https://doi.org/10.1146/annurev-psych-113011-143750.
Enders, C. K., Baraldi, A. N., & Cham, H. (2014). Estimating interaction effects with incomplete predictor variables. Psychological Methods, 19(1), 39–55.
Engel de Abreu, P. M. J., Cruz-Santos, A., & Puglisi, M. L. (2014). Specific language impairment in language-minority children from low-income families. International Journal of Language & Communication Disorders, 49(6), 736–747. https://doi.org/10.1111/1460-6984.12107.
Fisher, P., & Lucas, C. (2006). Diagnostic interview schedule for children (DISC-IV)-young child. New York: Columbia University.
Goh, S. K. Y., Tham, E. K. H., Magiati, I., Sim, L., Sanmugam, S., Qiu, A., et al. (2017). Analysis of item-level Bias in the Bayley-III language subscales: The validity and utility of standardized language assessment in a multilingual setting. Journal of Speech, Language, and Hearing Research, 60(9), 2663–2671.
Graham, J. W. (2009). Missing data analysis: Making it work in the real world. Annual Review of Psychology, 60, 549–576. https://doi.org/10.1146/annurev.psych.58.110405.085530.
Green, D. W., & Abutalebi, J. (2013). Language control in bilinguals: The adaptive control hypothesis. Journal of Cognitive Psychology, 25(5), 515–530. https://doi.org/10.1080/20445911.2013.796377.
Grosjean, F. (2015). Bilingual: Life and reality. Cambridge: Harvard University Press. https://doi.org/10.4159/9780674056459.
Gupta, A. F., & Chandler, H. (1993). Paediatric speech and language therapy referral in Singapore: Implications for multilingual language disability. European Journal of Disorders of Communication, 7, 311–317.
Ho, T., Leung, P. W., Lee, C., Tang, C., Hung, S., Kwong, S., Lucas, C. P., Lieh-Mak, F., & Shaffer, D. (2005). Test-retest reliability of the Chinese version of the diagnostic interview schedule for children-version 4 (DISC-IV). Journal of Child Psychology and Psychiatry, 46(10), 1135–1138. https://doi.org/10.1111/j.1469-7610.2005.01435.x.
Hoff, E., Core, C., Place, S., Rumiche, R., Señor, M., & Parra, M. (2012). Dual language exposure and early bilingual development. Journal of Child Language, 39(1), 1–27. https://doi.org/10.1017/S0305000910000759.
Iluz-Cohen, P., & Walters, J. (2012). Telling stories in two languages: Narratives of bilingual preschool children with typical and impaired language. Bilingualism: Language and Cognition, 15(01), 58–74. https://doi.org/10.1017/S1366728911000538.
Kaufman, A., & Kaufman, N. L. (2004). Kaufman brief intelligence test (2nd ed.). Bloomington, MN: Pearson.
Kay-Raining Bird, E., Genesee, F., & Verhoeven, L. (2016). Bilingualism in children with developmental disorders: A narrative review. Journal of Communication Disorders, 63, 1–14. https://doi.org/10.1016/j.jcomdis.2016.07.003.
Kochanska, G., Murray, K., Jacques, T. Y., Koenig, A. L., & Vandegeest, K. A. (1996). Inhibitory control in young children and its role in emerging internalization. Child Development, 67(2), 490–507. https://doi.org/10.1111/j.1467-8624.1996.tb01747.x.
Kofler, M. J., Irwin, L. N., Soto, E. F., Groves, N. B., Harmon, S. L., & Sarver, D. E. (2018). Executive functioning heterogeneity in pediatric ADHD. Journal of Abnormal Child Psychology, 47, 273–286. https://doi.org/10.1007/s10802-018-0438-2.
Kovács, A. M., & Mehler, J. (2009). Cognitive gains in 7-month-old bilingual infants. Proceedings of the National Academy of Sciences of the United States of America, 106(16), 6556–6560. https://doi.org/10.1073/pnas.0811323106.
Kuhn, L. J., Willoughby, M. T., Vernon-Feagans, L., Blair, C. B., Cox, M., Blair, C., et al. (2016). The contribution of children’s time-specific and longitudinal expressive language skills on developmental trajectories of executive function. Journal of Experimental Child Psychology, 148, 20–34. https://doi.org/10.1016/j.jecp.2016.03.008.
Landry, O., Al-Taie, S., & Franklin, A. (2017). 3-year-olds’ perseveration on the DCCS explained: A meta-analysis. Journal of Cognition and Development, 18(4), 419–440.
Lavigne, J. V., LeBailly, S. A., Hopkins, J., Gouze, K. R., & Binns, H. J. (2009). The prevalence of ADHD, ODD, depression, and anxiety in a community sample of 4-year-olds. Journal of Clinical Child & Adolescent Psychology, 38(3), 315–328 Retrieved from http://www.tandfonline.com/doi/abs/10.1080/15374410902851382.
Miyake, A., Friedman, N. P., Emerson, M. J., Witzki, A. H., Howerter, A., & Wager, T. D. (2000). The Unity and Diversity of executive functions and their contributions to complex “frontal lobe” tasks: A latent variable analysis. Cognitive Psychology, 41(1), 49–100. https://doi.org/10.1006/cogp.1999.0734.
Moriguchi, Y. (2014). The early development of executive function and its relation to social interaction: A brief review. Frontiers in Psychology, 5(April), 388. https://doi.org/10.3389/fpsyg.2014.00388.
Muthén, L. K., & Muthén, B. O. (2017). Mplus User’s guide. Eighth edition. Los Angeles, CA: Muthén & Muthén. https://doi.org/10.1111/j.1600-0447.2011.01711.x.
Paap, K. R., Johnson, H. A., & Sawi, O. (2015). Bilingual advantages in executive functioning either do not exist or are restricted to very specific and undetermined circumstances. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior, 69, 265–278. https://doi.org/10.1016/j.cortex.2015.04.014.
Pauli-Pott, U., & Becker, K. (2011). Neuropsychological basic deficits in preschoolers at risk for ADHD: A meta-analysis. Clinical Psychology Review, 31(4), 626–637. https://doi.org/10.1016/j.cpr.2011.02.005.
Pauls, L. J., & Archibald, L. M. D. (2016). Executive functions in children with specific language impairment: A meta-analysis. Journal of Speech Language and Hearing Research, 59(5), 1074. https://doi.org/10.1044/2016_JSLHR-L-15-0174.
Petersen, I. T., Bates, J. E., D’Onofrio, B. M., Coyne, C. A., Lansford, J. E., Dodge, K. A., et al. (2013). Language ability predicts the development of behavior problems in children. Journal of Abnormal Psychology, 122(2), 542–557. https://doi.org/10.1037/a0031963.
Petersen, I. T., Bates, J. E., & Staples, A. D. (2015). The role of language ability and self-regulation in the development of inattentive-hyperactive behavior problems. Development and Psychopathology, 27(1), 221–237. https://doi.org/10.1017/S0954579414000698.
Poulin-Dubois, D., Blaye, A., Coutya, J., & Bialystok, E. (2011). The effects of bilingualism on toddlers’ executive functioning. Journal of Experimental Child Psychology, 108(3), 567–579. https://doi.org/10.1016/j.jecp.2010.10.009.
Preacher, K. J., Rucker, D. D., & Hayes, A. F. (2007). Addressing moderated mediation hypotheses: Theory, methods, and prescriptions. Multivariate Behavioral Research. https://doi.org/10.1080/00273170701341316.
Rescorla, L., Ross, G. S., & McClure, S. (2007). Language delay and behavioral/emotional problems in toddlers: Findings from two developmental clinics. Journal of Speech Language and Hearing Research, 50(4), 1063. https://doi.org/10.1044/1092-4388(2007/074).
Russell, A. E., Ford, T., Williams, R., & Russell, G. (2016). The association between socioeconomic disadvantage and attention deficit/hyperactivity disorder (ADHD): A systematic review. Child Psychiatry & Human Development, 47(3), 440–458. https://doi.org/10.1007/s10578-015-0578-3.
Russell, G., Rodgers, L. R., Ukoumunne, O. C., & Ford, T. (2014). Prevalence of parent-reported ASD and ADHD in the UK: Findings from the millennium cohort study. Journal of Autism and Developmental Disorders, 44(1), 31–40.
Seaman, S. R., Bartlett, J. W., & White, I. R. (2012). Multiple imputation of missing covariates with non-linear effects and interactions: An evaluation of statistical methods. BMC Medical Research Methodology, 12, 46. https://doi.org/10.1186/1471-2288-12-46.
Shimko, A., Redmond, S., Ludlow, A., & Ash, A. (2019). Exploring gender as a potential source of bias in adult judgments of children with specific language impairment and attention-deficit/hyperactivity disorder. Journal of communication disorders. Advance online publication. https://doi.org/10.1016/j.jcomdis.2019.105910.
Silva, D., Colvin, L., Hagemann, E., & Bower, C. (2014). Environmental risk factors by gender associated with attention-deficit/hyperactivity disorder. Pediatrics, 133(1), e14–e22.
Singapore Department of Statistics. (2011). Census of population 2010 statistical release 1. Demographic Characteristics, Education, Language and Religion. Retrieved from http://www.singstat.gov.sg/pubn/popn/C2010sr1/cop2010sr1.pdf%5Cnpapers2://publication/uuid/3AF0BC06-396F-43FA-99BA-737E2C60A951
Soh, S.-E., Tint, M. T., Gluckman, P. D., Godfrey, K. M., Rifkin-Graboi, A., Chan, Y. H., et al. (2014). Cohort profile: Growing up in Singapore towards healthy outcomes (GUSTO) birth cohort study. International Journal of Epidemiology, 43(5), 1401–1409. https://doi.org/10.1093/ije/dyt125.
Sonuga-Barke, E. J. S., Dalen, L., & Remington, B. (2003). Do executive deficits and delay aversion make independent contributions to preschool attention-deficit/hyperactivity disorder symptoms? Journal of the American Academy of Child & Adolescent Psychiatry, 42(11), 1335–1342. https://doi.org/10.1097/01.chi.0000087564.34977.21.
St Clair, M. C., Forrest, C. L., Yew, S. G. K., & Gibson, J. L. (2019). Early risk factors and emotional difficulties in children at risk of developmental language disorder: A population cohort study. Journal of Speech, Language, and Hearing Research, 62(8), 2750–2771.
Toppelberg, C. O., Medrano, L., Peña Morgens, L., & Nieto-Castañon, A. (2002). Bilingual children referred for psychiatric services: Associations of language disorders, language skills, and psychopathology. Journal of the American Academy of Child and Adolescent Psychiatry, 41(6), 712–722. Retrieved from http://www.ncbi.nlm.nih.gov/pubmed/12049446
Toppelberg, C. O., Nieto-Castañon, A., & Hauser, S. T. (2006). Bilingual children: Cross-sectional relations of psychiatric syndrome severity and dual language proficiency. Harvard Review of Psychiatry, 14(1), 15–29.
Vugs, B., Knoors, H., Cuperus, J., Hendriks, M., & Verhoeven, L. (2017). Executive function training in children with SLI: A pilot study. Child Language Teaching and Therapy, 33(1), 47–66. https://doi.org/10.1177/0265659016667772.
Willcutt, E., Doyle, A., Nigg, J., Faraone, S., & Pennington, B. (2005). Validity of the executive function theory of attention-deficit/hyperactivity disorder: A meta-analytic review. Biological Psychiatry, 57(11), 1336–1346. https://doi.org/10.1016/j.biopsych.2005.02.006.
Willoughby, M., Kupersmidt, J., Voegler-Lee, M., & Bryant, D. (2011). Contributions of hot and cool self-regulation to preschool disruptive behavior and academic achievement. Developmental Neuropsychology. https://doi.org/10.1080/87565641.2010.549980.
Yew, S. G. K., & O’Kearney, R. (2013). Emotional and behavioural outcomes later in childhood and adolescence for children with specific language impairments: Meta-analyses of controlled prospective studies. Journal of Child Psychology and Psychiatry, and Allied Disciplines, 54(5), 516–524. https://doi.org/10.1111/jcpp.12009.
Yew, S. G. K., & O’Kearney, R. (2017). Language difficulty at school entry and the trajectories of hyperactivity-inattention problems from ages 4 to 11: Evidence from a population-representative cohort study. Journal of Abnormal Child Psychology, 45(6), 1105–1118. https://doi.org/10.1007/s10802-016-0241-x.
Zelazo, P. D. (2006). The dimensional change card Sort (DCCS): A method of assessing executive function in children. Nature Protocols, 1(1), 297–301. https://doi.org/10.1038/nprot.2006.46.
Acknowledgments
This research is supported by the Singapore National Research Foundation under its Translational and Clinical Research (TCR) Flagship Programme and administered by the Singapore Ministry of Health’s National Medical Research Council (NMRC), Singapore- NMRC/TCR/004-NUS/2008; NMRC/TCR/012-NUHS/2014; NMRC/CBRG/0039/2013; BMRC-SPF 2013/002 and Singapore MOE 2012-T2-2-130. Additional funding is provided by the Singapore Institute for Clinical Sciences, Agency for Science Technology and Research (A*STAR), Singapore.
The GUSTO study group includes Allan Sheppard, Amutha Chinnadurai, Anne Eng Neo Goh, Anne Rifkin-Graboi, Anqi Qiu, Arijit Biswas, Bee Wah Lee, Birit F.P. Broekman, Boon Long Quah, Borys Shuter, Chai Kiat Chng, Cheryl Ngo, Choon Looi Bong, Christiani Jeyakumar Henry, Claudia Chi, Cornelia Yin Ing Chee, Yam Thiam Daniel Goh, Doris Fok, E Shyong Tai, Elaine Tham, Elaine Quah Phaik Ling, Evelyn Chung Ning Law, Evelyn Xiu Ling Loo, Fabian Yap, Falk Mueller-Riemenschneider, George Seow Heong Yeo, Helen Chen, Heng Hao Tan, Hugo P S van Bever, Iliana Magiati, Inez Bik Yun Wong, Ivy Yee-Man Lau, Izzuddin Bin Mohd Aris, Jeevesh Kapur, Jenny L. Richmond, Jerry Kok Yen Chan, Joanna D. Holbrook, Joanne Yoong, Joao N. Ferreira., Jonathan Tze Liang Choo, Jonathan Y. Bernard, Joshua J. Gooley, Keith M. Godfrey, Kenneth Kwek, Kok Hian Tan, Krishnamoorthy Niduvaje, Kuan Jin Lee, Leher Singh, Lieng Hsi Ling, Lin Lin Su, Ling-Wei Chen, Lourdes Mary Daniel, Lynette P Shek, Marielle V. Fortier, Mark Hanson, Mary Foong-Fong Chong, Mary Rauff, Mei Chien Chua, Melvin Khee-Shing Leow, Michael Meaney, Mya Thway Tint, Neerja Karnani, Ngee Lek, Oon Hoe Teoh, P. C. Wong, Paulin Tay Straughan, Peter D. Gluckman, Pratibha Agarwal, Queenie Ling Jun Li, Rob M. van Dam, Salome A. Rebello, Seang-Mei Saw, See Ling Loy, S. Sendhil Velan, Seng Bin Ang, Shang Chee Chong, Sharon Ng, Shiao-Yng Chan, Shirong Cai, Shu-E Soh, Sok Bee Lim, Stella Tsotsi, Chin-Ying Stephen Hsu, Sue Anne Toh, Swee Chye Quek, Victor Samuel Rajadurai, Walter Stunkel, Wayne Cutfield, Wee Meng Han, Wei Wei Pang, Yap-Seng Chong, Yin Bun Cheung, Yiong Huak Chan and Yung Seng Lee.
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Author Note: Shaun K.Y.Goh, Stella Tsotsi, and Anne Rifkin-Graboi are now at the Centre for Research in Child Development, Office of Educational Research, National Institute of Education, Nanyang Technological University
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Goh, S.K.Y., Yang, H., Tsotsi, S. et al. Mitigation of a Prospective Association Between Early Language Delay at Toddlerhood and ADHD Among Bilingual Preschoolers: Evidence from the GUSTO Cohort. J Abnorm Child Psychol 48, 511–523 (2020). https://doi.org/10.1007/s10802-019-00607-5
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DOI: https://doi.org/10.1007/s10802-019-00607-5