Abstract
This study investigated the associations among bilingual phonological awareness, morphological awareness, and vocabulary by focusing on their genetic and environmental etiologies. It also explored the influence of family socio-economic status (SES) and language exposure amount on the genetic and environmental effects. A twin study was conducted with 349 pairs of Chinese–English bilingual twins (mean age = 7.37 years). Cross-language transfer was found in phonological and morphological awareness but not in vocabulary knowledge. A common genetic overlap was found among these bilingual abilities. We also found a common shared environmental effect that may account for the cross-language transfer in phonological awareness and the associations among English abilities. SES and language exposure were significant environmental influences on bilingual phonological awareness and English vocabulary. More teaching in Chinese was related to a stronger genetic effect on Chinese morphological awareness, whereas more teaching in English was related to a stronger environmental impact on English abilities.
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We used SPSS and OpenMx package in R to process and analyze data.
References
Altinkamis F, Simon E (2020) Language abilities in bilingual children: the effect of family background and language exposure on the development of Turkish and Dutch. Int J Billing 24(5–6):931–951
Bialystok E, Luk G, Kwan E (2005) Bilingualism, biliteracy, and learning to read: Interactions among languages and writing systems. Sci Stud Read 9(1):43–61
Bonifacci P, Lombardo G, Pedrinazzi J, Terracina F, Palladino P (2020) Literacy skills in bilinguals and monolinguals with different SES. Read Writ Q 36(3):243–259
Bronfenbrenner U, Ceci SJ (1994) Nature-nurture reconceptualized in developmental perspective: a bioecological model. Psychol Rev 101(4):568–586
Byrne B, Delaland C, Fielding-Barnsley R, Quain P, Samuelsson S, Hoien T, Corley R, DeFries JC, Wadsworth SJ, Willcutt EG, Olson RK (2002) Longitudinal twin study of early reading development in three countries: preliminary results. Ann Dyslexia 52(1):49–73
Cabrera L, Bijelajac-Babic R, Bertoncini J (2019) The development of consonant and lexical-tone discrimination between 3 and 6 years: effect of language exposure. Int J Biling 23(6):1249–1263
Chen X, Xu F, Nguyen T-K, Hong G, Wang Y (2010) Effects of cross-language transfer on first-language phonological awareness and literacy skills in Chinese children receiving english instruction. J Educ Psychol 102(3):712–728
Chow BWY, Ho CS-H, Wong SWL, Waye MMY, Bishop DVM (2011) Genetic and environmental influences on Chinese language and reading abilities. PLoS ONE 6(2):e16640
Chow BWY, Ho CS-H, Wong SWL, Waye MMY, Bialystok E (2013) Generalist genes and cognitive abilities in Chinese twins. Dev Sci 16(2):260–268
Chow BW-Y, Ho CS-H, Wong SWL, Waye MMY, Zheng M (2017) Home environmental influences on children’s language and reading skills in a genetically sensitive design: are socioeconomic status and home literacy environment environmental mediators and moderators? Scand J Psychol 58(6):519–529
Chung KKH, Ho CS-H (2010) Second language learning difficulties in Chinese children with dyslexia: what are the reading-related cognitive skills that contribute to English and Chinese word reading? J Learn Disabil 43(3):195–211
Chung KKH, McBride-Chang C, Wong SWL, Cheung H, Penney TB, Ho CSH (2008) The role of visual and auditory temporal processing for Chinese children with developmental dyslexia. Ann Dyslexia 58(1):15–35
Chung SC, Chen X, Geva E (2019) Deconstructing and reconstructing cross-language transfer in bilingual reading development: an interactive framework. J Neurolinguist 50:149–161
Cortina JM (1993) What is coefficient alpha? An examination of theory and applications. J Appl Psychol 78(1):98–104
Cummins J (1979) Linguistic interdependence and the educational development of bilingual children. Rev Educ Res 49(2):222–251
Darling-Hammond L (2015) What can PISA tell us about U.S. education policy? N Eng J Public Policy 26(1):1
Dunn LM, Dunn LM (1997) Peabody picture vocabulary test. American Guidance Service, Circle Pines
Erbeli F, van Bergen E, Hart SA (2020) Unraveling the relation between reading comprehension and print exposure. Child Dev 91(5):1548–1562
Friend A, DeFries JC, Olson RK (2008) Parental education moderates genetic influences on reading disability. Psychol Sci 19(11):1124–1130
Friend A, DeFries JC, Olson RK, Pennington BF, Harlaar N, Byrne B, Samuelsson S, Willcutt EG, Wadsworth SJ, Corley R, Keenan JM (2009) Heritability of high reading ability and its interaction with parental education. Behav Genet 39(4):427–436
Fujisawa KK, Wadsworth SJ, Kakihana S, Olson RK, DeFries JC, Byrne B, Ando J (2013) A multivariate twin study of early literacy in Japanese kana. Learn Individ Differ 24:160–167
Grasby KL, Coventry WL, Byrne B, Olson RK (2019) Little evidence that socioeconomic status modifies heritability of literacy and numeracy in Australia. Child Dev 90(2):623–637
Ho CS-H, Wong SW-L, Chow BW-Y, Waye MMY, Bishop DVM (2017) Genetic and environmental etiology of speech and word reading in Chinese. Learn Individ Differ 56:49–58
Hohnen B, Stevenson J (1999) The structure of genetic influences on general cognitive, language, phonological, and reading abilities. Dev Psychol 35(2):590–603
Howard ER, Páez MM, August DL, Barr CD, Kenyon D, Malabonga V (2014) The Importance of SES, home and school language and literacy practices, and oral vocabulary in bilingual children’s English reading development. Biling Res J 37(2):120–141
Hsu LS-J, Ip KI, Arredondo MM, Tardif T, Kovelman I (2019) Simultaneous acquisition of English and Chinese impacts children’s reliance on vocabulary, morphological and phonological awareness for reading in English. Int J Biling Educ Biling 22(2):207–223
Ke S, Xiao F (2015) Cross-linguistic transfer of morphological awareness between Chinese and English. Lang Aware 24(4):355–380
Kolenikov S, Angeles G (2009) Socioeconomic status measurement with discrete proxy variables: is principal component analysis a reliable answer? Rev Income Wealth 55(1):128–165
Mann VA, Tobin P, Wilson R (1987) Measuring phonological awareness through the invented spellings of kindergarten children. Merrill Palmer Q 33:365–391
McBride-Chang C, Ho CS-H (2005) Predictors of beginning reading in Chinese and English: a 2-year longitudinal study of Chinese kindergartners. Sci Stud Read 9(2):117–144
McBride-Chang C, Wagner RK, Muse A, Chow BWY, Shu H (2005) The role of morphological awareness in children’s vocabulary acquisition in English. Appl Psycholinguist 26(3):415–435
McBride-Chang C, Cheung H, Chow BWY, Chow CSL, Choi L (2006) Metalinguistic skills and vocabulary knowledge in Chinese (L1) and English (L2). Read Writ 19(7):695–716
McBride-Chang C, Tardif T, Cho J-R, Shu HUA, Fletcher P, Stokes SF, Wong A, Leung K (2008) What’s in a word? Morphological awareness and vocabulary knowledge in three languages. Appl Psycholinguist 29(3):437–462
Metsala JL (1999) Young children’s phonological awareness and nonword repetition as a function of vocabulary development. J Educ Psychol 91(1):3–19
Nance C (2020) Bilingual language exposure and the peer group: acquiring phonetics and phonology in Gaelic Medium Education. Int J Biling 24(2):360–375
Neale MC, Maes HHM (2004) Methodology for genetic studies of twins and families. Kluwer Academic Publishers B.V, Dordrecht
Neale MC, Hunter MD, Pritikin JN, Zahery M, Brick TR, Kirkpatrick RM, Estabrook R, Bates TC, Maes HH, Boker SM (2016) OpenMx 2.0: extended structural equation and statistical modeling. Psychometrika 81(2):535–549
Olson RK, Keenan JM, Byrne B, Samuelsson S, Coventry WL, Corley R, Wadsworth SJ, Willcutt EG, DeFries JC, Pennington BF, Hulslander J (2011) Genetic and environmental influences on vocabulary and reading development. Sci Stud Read 15(1):26–46
Paradis J (2010) Bilingual children’s acquisition of English verb morphology: effects of language exposure, structure complexity, and task type. Lang Learn 60(3):651–680
Patterson JL (2002) Relationships of expressive vocabulary to frequency of reading and television experience among bilingual toddlers. Appl Psycholinguist 23(4):493–508
Petrill SA, Pike A, Price T, Plomin R (2004) Chaos in the home and socioeconomic status are associated with cognitive development in early childhood: environmental mediators identified in a genetic design. Intelligence 32(5):445–460
Petrill SA, Deater-Deckard K, Thompson LA, Dethorne LS, Schatschneider C (2006) Reading skills in early readers: genetic and shared environmental influences. J Learn Disabil 39(1):48–55
Purcell S (2002) Variance components models for gene–environment interaction in twin analysis. Twin Res Hum Genet 5(6):554–571
Quiroz BG, Snow CE, Zhao J (2010) Vocabulary skills of Spanish-English bilinguals: impact of mother–child language interactions and home language and literacy support. Int J Biling 14(4):379–399
R Core Team (2013) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Vienna
Rice ML, Zubrick SR, Taylor CL, Hoffman L, Gayán J (2018) Longitudinal study of language and speech of twins at 4 and 6 Years: twinning effects decrease, Zygosity effects disappear, and heritability increases. J Speech Lang Hear Res 61(1):79–93
Rowe DC, Jacobson KC, Van den Oord EJCG (1999) Genetic and environmental influences on vocabulary IQ: parental education level as moderator. Child Dev 70(5):1151–1162
Samuelsson S, Byrne B, Quain P, Wadsworth SJ, Corley R, DeFries JC, Willcutt EG, Olson RK (2005) Environmental and genetic influences on prereading skills in Australia, Scandinavia, and the United States. J Educ Psychol 97(4):705–722
Scarr S (1992) Developmental theories for the 1990s: development and individual differences. Child Dev 63(1):1–19
Sparks E, Deacon SH (2015) Morphological awareness and vocabulary acquisition: a longitudinal examination of their relationship in English-speaking children. Appl Psycholinguist 36(2):299–321
Tabors PO, Páez MM, López LM (2003) Dual language abilities of bilingual four-year olds: Initial findings from the early childhood study of language and literacy development of spanish-speaking children. NABE J Res Pract 1(1):70–91
Tong X, McBride C, Ho CSH, Waye MMY, Chung KK-H, Wong SWL, Chow BWY (2018) Within- and cross-language contributions of morphological awareness to word reading and vocabulary in Chinese-English bilingual learners. Read Writ 31(8):1765–1786
Tucker-Drob EM, Bates TC (2016) Large cross-national differences in gene × socioeconomic status interaction on intelligence. Psychol Sci 27(2):138–149
Vernon-Feagans L, Garrett-Peters P, Willoughby M, Mills-Koonce R (2012) Chaos, poverty, and parenting: predictors of early language development. Early Child Res Q 27(3):339–351
Wang M, Yang C, Cheng C (2009) The contributions of phonology, orthography, and morphology in Chinese-English biliteracy acquisition. Appl Psycholinguist 30(2):291–314
Wise N, D’Angelo N, Chen X (2016) A school-based phonological awareness intervention for struggling readers in early French immersion. Read Writ 29(2):183–205
Wong SWL, Chow BW-Y, Ho CS-H, Waye MMY, Bishop DVM (2014) Genetic and environmental overlap between Chinese and English reading-related skills in Chinese children. Dev Psychol 50(11):2539–2548
Funding
This work was supported by the Collaborative Research Fund (Grant number CUHK8/CRF/13G & C4054-17W), and General Research Fund (Grant number 17614517), Research Grants Council, Hong Kong SAR Government.
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QX conducted data analyses, wrote and revise the entire paper. MZ managed data collection and contributed to data analysis, result interpretation, and editing of the manuscript. CS-HH and CM supervised the project and revised the paper. FLWF helped with data collection and drafted the section of Measures. SWLW and BW-YC contributed to the design of the overall project and suggested revisions on this paper.
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Qiuzhi Xie, Mo Zheng, Connie S.-H. Ho, Catherine McBride, Fiona L.W. Fong, Simpson W. L. Wong, and Bonnie Wing-Yin Chow declare that they have no conflict of interest.
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Xie, Q., Zheng, M., Ho, C.SH. et al. Exploring the Genetic and Environmental Etiologies of Phonological Awareness, Morphological Awareness, and Vocabulary Among Chinese–English Bilingual Children: The Moderating Role of Second Language Instruction. Behav Genet 52, 108–122 (2022). https://doi.org/10.1007/s10519-021-10096-2
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DOI: https://doi.org/10.1007/s10519-021-10096-2