Cited by 24Reading and Literacy DevelopmentLanguage Development and DisordersCognitive Abilities and Testing

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

Open access

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.

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Integrity signals

Registry

Crossref · 10.1007/s10519-021-10096-2

Cites

4 of 4 references verified0 citation errors · 0 not checkable

Statistics

Claims the paper makes

The claims and statistics of this paper haven’t been checked yet.

Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.

A few free checks a day · papers already verified open instantly · results are public

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

  • The finding that Chinese and English vocabulary did not correlate is aligned with previous findings (Tabors et al., 2003; Mohamed et al., 2025; Xie et al., 2022).

    “This finding is aligned with previous findings (Tabors et al., 2003; Mohamed et al., 2025 ; Xie et al., 2022) and supports the time-on-task hypothesis that the vocabulary development in each language is mainly through the exposure to that language and is largely independent of vocabulary development in another language (Quiroz et al., 2010).”

Self-check

Percentages, sums and reported differences re-computed from the paper’s own numbers.

The self-check needs the paper’s full text.

Cites

Flagged first, then by citations

Research works printed but not linked: 48

  1. 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
  2. Asbury K, Wachs TD, Plomin R (2005) Environmental moderators of genetic influence on verbal and nonverbal abilities in early childhood. Intelligence 33(6):643-661
  3. 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
  4. 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
  5. Bronfenbrenner U, Ceci SJ (1994) Nature-nurture reconceptualized in developmental perspective: A bioecological model. Psychol Rev 101(4):568-586 Running head: Genetic and environmental factors in bilingual abilities 29
  6. 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
  7. 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
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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 Running head: Genetic and environmental factors in bilingual abilities 30 Chinese word reading? J Learn Disabil 43(3):195-211
  14. Cortina JM (1993) What is coefficient alpha? An examination of theory and applications. J Appl Psychol 78(1):98-104
  15. Darling-Hammond L (2015) What can PISA tell us about U.S. education policy? New Eng J Public Policy 26(1):1
  16. Erbeli F, van Bergen E, Hart SA (2020) Unraveling the relation between reading comprehension and print exposure. Child Dev 91(5):1548-1562
  17. Friend A, DeFries JC, Olson RK (2008) Parental education moderates genetic influences on reading disability. Psychol Sci 19(11):1124-1130
  18. 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
  19. 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 Running head: Genetic and environmental factors in bilingual abilities 31
  20. Hohnen B, Stevenson J (1999) The structure of genetic influences on general cognitive, language, phonological, and reading abilities. Dev Psychol 35(2):590-603
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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
  26. McBride-Chang C, Tardif T, Cho J-R, Shu HUA, Fletcher P, Stokes SF, Wong A, Leung K Running head: Genetic and environmental factors in bilingual abilities 32 (2008) What's in a word? Morphological awareness and vocabulary knowledge in three languages. Appl Psycholinguist 29(3):437-462
  27. 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
  28. Metsala JL (1999) Young children's phonological awareness and nonword repetition as a function of vocabulary development. J Educ Psychol 91(1):3-19
  29. Nance C (2020) Bilingual language exposure and the peer group: Acquiring phonetics and phonology in Gaelic Medium Education. Int J of Biling 24(2):360-375
  30. 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
  31. 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
  32. 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
  33. Patterson JL (2002) Relationships of expressive vocabulary to frequency of reading and television experience among bilingual toddlers. Appl Psycholinguist 23(4):493-508
  34. Petrill SA, Deater-Deckard K, Thompson LA, Dethorne LS, Schatschneider C (2006) Reading Running head: Genetic and environmental factors in bilingual abilities 33 skills in early readers: genetic and shared environmental influences. J Learn Disabil 39(1):48-55
  35. 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
  36. 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
  37. 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 (Online) 61(1):79-93
  38. 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
  39. 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
  40. Scarr S (1992) Developmental theories for the 1990s: Development and individual differences. Child Dev 63(1):1-19
  41. Sparks E, Deacon SH (2015) Morphological awareness and vocabulary acquisition: A Running head: Genetic and environmental factors in bilingual abilities 34 longitudinal examination of their relationship in English-speaking children. Appl Psycholinguist 36(2):299-321
  42. 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
  43. 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
  44. Turkheimer E, Haley A, Waldron M, D'Onofrio B, Gottesman II (2003) Socioeconomic status modifies heritability of IQ in young children. Psychol Sci 14(6):623-628
  45. 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
  46. 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
  47. 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
  48. 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

Cited by

Sorted by citations

Authors
Xie, Q., Zheng, M., Ho, C. S.-H., McBride, C., Fong, F. L. W., Wong, S. W. L., & Chow, B. W.-Y.
Affiliations
  • United Arab Emirates University (AE)
  • Chinese University of Hong Kong (HK)
  • University of Hong Kong (HK)
  • University College London (GB)
Corresponding author
McBride, Catherine
Venue
Behavior Genetics
Published
2022-01-12
Volume
52
Issue
2
Pages
108-122
ISSN
  • 0001-8244 (ISSN-L)
  • 1573-3297
OpenAlex
W4205717413
Cited by
24
References
4
Citations by year
2026: 7 · 2025: 8 · 2024: 2 · 2023: 6 · 2022: 1
FWCI
5.39
Type
journal article
Language
en
Open access
Locations
  • Behavior Genetics (publishedVersion)
  • PubMed (publishedVersion)
  • UCL Discovery (University College London) (submittedVersion)
Funders
  • Collaborative Research Fund (CUHK8/CRF/13G, C4054-17W)
  • General Research Fund (17614517)
Topics
  • Social Sciences › Psychology › Developmental and Educational Psychology › Reading and Literacy Development
  • Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
  • Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
Keywords
phonological awareness, morphological awareness, vocabulary knowledge, Chinese-English bilingual children, genetic etiology, shared environmental effects, cross-language transfer, family socioeconomic status, language exposure, second language teaching, twin studies
MeSH terms
Child, China, Humans, Language, Phonetics, Vocabulary, Multilingualism

About these checks

Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.

Statistics and arithmetic are recomputed, not judged.

Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.

What counts as a claim ›How we measure confidence ›How we check this ›

Are you an author, or do you see a problem with this page? Request a review