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Abstract

Abstract

Individual variation in heritage language (HL) outcomes does not seem to be random. Instead, this variation can be related to the specific exposure and use patterns heritage speakers (HSs) have with their languages in the contexts they reside. In this study, we present data from 38 child HSs of Persian in English dominant contexts (in New Zealand and the UK), their mothers as well as a control group of age-matched monolinguals in Iran. All participants completed a film-retelling task from which their lexical sophistication (LS) and clausal density (CD) were measured. In addition, the HSs’ mothers completed a sociolinguistic questionnaire for their children which was used to calculate proxies for language experiences. Out of the two linguistic measures, the HSs differed from monolinguals only in LS scores. Regarding the relationship between HSs’ linguistic scores and language experiences, Random Forest analyses showed HL literacy to be the most important variable for the CD scores; while it was the HSs’ age-at-testing for LS. The mothers’ scores were only important for the HSs’ LS scores. This study contributes to the ongoing discussions on the nature of HL development, outcomes and individual variation.

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/content/journals/10.1075/lab.21052.gha
2023-10-10
2024-09-18
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References

  1. Altmann, A., Tolosi, L., Sander, O. & Lengauer, T.
    (2010) Permutation importance: a corrected feature importance measure, Bioinformaticsw:–. 10.1093/bioinformatics/btq134
    https://doi.org/10.1093/bioinformatics/btq134 [Google Scholar]
  2. Armon-Lotem, S., Rose, K., & Altman, C.
    (2021) The development of English as a heritage language: The role of chronological age and age of onset of bilingualism. First Language, (), –. 10.1177/0142723720929810
    https://doi.org/10.1177/0142723720929810 [Google Scholar]
  3. Baese-Berk, M. M., Drake, S., Foster, K., Lee, D. Y., Staggs, C., & Wright, J. M.
    (2021) Lexical diversity, lexical sophistication, and predictability for speech in multiple listening conditions. Frontiers in Psychology, , . 10.3389/fpsyg.2021.661415
    https://doi.org/10.3389/fpsyg.2021.661415 [Google Scholar]
  4. Baker, C.
    (2006) Foundations of bilingualism. Clevedon, UK: Multilingual Matters.
    [Google Scholar]
  5. Bialystok, E., Luk, G., Peets, K. F., & Sujin, Y. A. N. G.
    (2010) Receptive vocabulary differences in monolingual and bilingual children. Bilingualism: Language and cognition, (), –. 10.1017/S1366728909990423
    https://doi.org/10.1017/S1366728909990423 [Google Scholar]
  6. Biber, D., & Hared, M.
    (1991) Literacy in Somali: linguistic consequences. Annual Review of Applied Linguistics, , –. 10.1017/S0267190500002269
    https://doi.org/10.1017/S0267190500002269 [Google Scholar]
  7. Bigelow, M., & Tarone, E.
    (2004) The role of literacy level in second language acquisition: Doesn’t who we study determine what we know?. TESOL quarterly, (), –. 10.2307/3588285
    https://doi.org/10.2307/3588285 [Google Scholar]
  8. Blake, J., Quartaro, G., & Onorati, S.
    (1993) Evaluating quantitative measures of grammatical complexity in spontaneous speech samples. Journal of Child Language, (), –. 10.1017/S0305000900009168
    https://doi.org/10.1017/S0305000900009168 [Google Scholar]
  9. Boulesteix, A. L., Janitza, S., Kruppa, J., & König, I. R.
    (2012) Overview of random forest methodology and practical guidance with emphasis on computational biology and bioinformatics. Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, (), –. 10.1002/widm.1072
    https://doi.org/10.1002/widm.1072 [Google Scholar]
  10. Breiman, L.
    (2001) Random Forests. Machine Learning, , –. 10.1023/A:1010933404324
    https://doi.org/10.1023/A:1010933404324 [Google Scholar]
  11. Brown, R.
    (1973) Development of the first language in the human species. American psychologist, (), . 10.1037/h0034209
    https://doi.org/10.1037/h0034209 [Google Scholar]
  12. Bühlmann, P., & Van De Geer, S.
    (2011) Statistics for high-dimensional data: methods, theory and applications. Springer Science & Business Media. 10.1007/978‑3‑642‑20192‑9
    https://doi.org/10.1007/978-3-642-20192-9 [Google Scholar]
  13. Bylund, E.
    (2009) Maturational constraints and first language attrition. Language learning, (), –. 10.1111/j.1467‑9922.2009.00521.x
    https://doi.org/10.1111/j.1467-9922.2009.00521.x [Google Scholar]
  14. Cabo, D. P. Y., & Rothman, J.
    (2012) The (il) logical problem of heritage speaker bilingualism and incomplete acquisition. Applied linguistics, (), –. 10.1093/applin/ams037
    https://doi.org/10.1093/applin/ams037 [Google Scholar]
  15. Chakraborty, S., Ghosh, M., & Mallick, B. K.
    (2012) Bayesian nonlinear regression for large p small n problems. Journal of Multivariate Analysis, , –. 10.1016/j.jmva.2012.01.015
    https://doi.org/10.1016/j.jmva.2012.01.015 [Google Scholar]
  16. Chondrogianni, V., & Marinis, T.
    (2011) Differential effects of internal and external factors on the development of vocabulary, tense morphology and morpho-syntax in successive bilingual children. Linguistic Approaches to Bilingualism, (), –. 10.1075/lab.1.3.05cho
    https://doi.org/10.1075/lab.1.3.05cho [Google Scholar]
  17. Cummins, J.
    (2005) A proposal for action: Strategies for recognizing heritage language competence as a learning resource within the mainstream classroom. Modern Language Journal, –.
    [Google Scholar]
  18. Dąbrowska, E.
    (2012) Different speakers, different grammars: Individual differences in native language attainment. Linguistic Approaches to Bilingualism, (), –. 10.1075/lab.2.3.01dab
    https://doi.org/10.1075/lab.2.3.01dab [Google Scholar]
  19. Daller, M. H.
    (2020) Turkish heritage speakers in Germany. Studies in Turkish as a Heritage Language, , . 10.1075/sibil.60.02dal
    https://doi.org/10.1075/sibil.60.02dal [Google Scholar]
  20. Daller, M., & Ongun, Z.
    (2018) The threshold hypothesis revisited: Bilingual lexical knowledge and non-verbal IQ development. International Journal of Bilingualism, (), –. 10.1177/1367006917690835
    https://doi.org/10.1177/1367006917690835 [Google Scholar]
  21. Daskalaki, E., Elma, B. L. O. M., Chondrogianni, V., & Paradis, J.
    (2020) Effects of parental input quality in child heritage language acquisition. Journal of child language, (), –. 10.1017/S0305000919000850
    https://doi.org/10.1017/S0305000919000850 [Google Scholar]
  22. De Cat, C.
    (2021) Socioeconomic status as a proxy for input quality in bilingual children?. Applied Psycholinguistics, (), –. 10.1017/S014271642000079X
    https://doi.org/10.1017/S014271642000079X [Google Scholar]
  23. De Houwer, A.
    (1990) The acquisition of two languages from birth: A case study. Cambridge University Press. 10.1017/CBO9780511519789
    https://doi.org/10.1017/CBO9780511519789 [Google Scholar]
  24. (2002) Comparing monolingual and bilingual acquisition. Alkalmazott Nyelvtudomány, , –.
    [Google Scholar]
  25. (2007) Parental language input patterns and children’s bilingual use. Applied Psycholinguistics, (), . 10.1017/S0142716407070221
    https://doi.org/10.1017/S0142716407070221 [Google Scholar]
  26. Dunn, L. M., & Dunn, D. M.
    (2007) PPVT4: Peabody Picture Vocabulary Test (4th ed.). Minneapolis, MN: NCS Pearson.
    [Google Scholar]
  27. Eisenchlas, S. A., Schalley, A. C., & Guillemin, D.
    (2013) The importance of literacy in the home language: The view from Australia. Sage Open, (). 10.1177/2158244013507270
    https://doi.org/10.1177/2158244013507270 [Google Scholar]
  28. Fuchs, Z.
    (2021) Facilitative use of grammatical gender in Heritage Spanish. Linguistic Approaches to Bilingualism. 10.1075/lab.20024.fuc
    https://doi.org/10.1075/lab.20024.fuc [Google Scholar]
  29. Golberg, H., Paradis, J., & Crago, M.
    (2008) Lexical acquisition over time in minority first language children learning English as a second language. Applied psycholinguistics, (), –. 10.1017/S014271640808003X
    https://doi.org/10.1017/S014271640808003X [Google Scholar]
  30. Gullifer, J. W., & Titone, D.
    (2020) Characterizing the social diversity of bilingualism using language entropy. Bilingualism: Language and Cognition, (), –. 10.1017/S1366728919000026
    https://doi.org/10.1017/S1366728919000026 [Google Scholar]
  31. Gutierrez–Clellen, V. F., & Kreiter, J.
    (2003) Understanding child bilingual acquisition using parent and teacher reports. Applied psycholinguistics, (), –. 10.1017/S0142716403000158
    https://doi.org/10.1017/S0142716403000158 [Google Scholar]
  32. Hastie, T., Tibshirani, R. & Friedman, J. H.
    (2001) The Elements of Statistical Learning: Data Mining, Inference, and Prediction. Springer-Verlag, New York. 10.1007/978‑0‑387‑21606‑5
    https://doi.org/10.1007/978-0-387-21606-5 [Google Scholar]
  33. Hoff, E.
    (2003) The specificity of environmental influence: Socioeconomic status affects early vocabulary development via maternal speech. Child development, (), –. 10.1111/1467‑8624.00612
    https://doi.org/10.1111/1467-8624.00612 [Google Scholar]
  34. (2006) How social contexts support and shape language development. Developmental review, (), –. 10.1016/j.dr.2005.11.002
    https://doi.org/10.1016/j.dr.2005.11.002 [Google Scholar]
  35. Karayayla, T., & Schmid, M. S.
    (2019) First language attrition as a function of age at onset of bilingualism: First language attainment of Turkish–English bilinguals in the United Kingdom. Language Learning, (), –. 10.1111/lang.12316
    https://doi.org/10.1111/lang.12316 [Google Scholar]
  36. King, K. A., L. Fogle, and A. Logan-Terry
    (2008) Family language policy. Language and Linguistics Compass, (), –. 10.1111/j.1749‑818X.2008.00076.x
    https://doi.org/10.1111/j.1749-818X.2008.00076.x [Google Scholar]
  37. Köpke, B., & Schmid, M. S.
    (2004) Language attrition. First language attrition: Interdisciplinary perspectives on methodological issues, (). 10.1075/sibil.28.02kop
    https://doi.org/10.1075/sibil.28.02kop [Google Scholar]
  38. Kupisch, T., & Rothman, J.
    (2018) Terminology matters! Why difference is not incompleteness and how early child bilinguals are heritage speakers. International Journal of Bilingualism, (), –. 10.1177/1367006916654355
    https://doi.org/10.1177/1367006916654355 [Google Scholar]
  39. Jia, G., & Fuse, A.
    (2007) Acquisition of English grammatical morphology by native Mandarin-speaking children and adolescents: Age-related differences. Journal of Speech, Language and Hearing Research, (), –. 10.1044/1092‑4388(2007/090)
    https://doi.org/10.1044/1092-4388(2007/090) [Google Scholar]
  40. Lahmann, C., Steinkrauss, R., & Schmid, M. S.
    (2019) Measuring linguistic complexity in long-term L2 speakers of English and L1 attriters of German. International Journal of Applied Linguistics, (), –. 10.1111/ijal.12259
    https://doi.org/10.1111/ijal.12259 [Google Scholar]
  41. Lanza, E., & Svendsen, B. A.
    (2007) Tell me who your friends are and I might be able to tell you what language (s) you speak: Social network analysis, multilingualism, and identity. International journal of bilingualism, (), –. 10.1177/13670069070110030201
    https://doi.org/10.1177/13670069070110030201 [Google Scholar]
  42. Laufer, B., & Nation, P.
    (1995) Vocabulary size and use: Lexical richness in L2 written production. Applied linguistics, (), –. 10.1093/applin/16.3.307
    https://doi.org/10.1093/applin/16.3.307 [Google Scholar]
  43. Limia, V., Özçalişkan, Ş., & Erika, H. O. F. F.
    (2019) Do parents provide a helping hand to vocabulary development in bilingual children?. Journal of child language, (), –. 10.1017/S0305000918000594
    https://doi.org/10.1017/S0305000918000594 [Google Scholar]
  44. Lloyd-Smith, A., Bayram, F., & Iverson, M.
    (2020) The effects of heritage language experience on lexical and morphosyntactic outcomes. Studies in Turkish as a Heritage Language, , . 10.1075/sibil.60.04llo
    https://doi.org/10.1075/sibil.60.04llo [Google Scholar]
  45. Lohndal, T., Rothman, J., Kupisch, T., & Westergaard, M.
    (2019) Heritage language acquisition: What it reveals and why it is important for formal linguistic theories. Language and Linguistics Compass, (). 10.1111/lnc3.12357
    https://doi.org/10.1111/lnc3.12357 [Google Scholar]
  46. MacWhinney, B.
    (2000) The CHILDES Project: Tools for analyzing talk. transcription format and programs (Vol. 1). Psychology Press.
    [Google Scholar]
  47. Marian, V., & Hayakawa, S.
    (2021) Measuring bilingualism: The quest for a “bilingualism quotient”. Applied Psycholinguistics, (), –. 10.1017/S0142716420000533
    https://doi.org/10.1017/S0142716420000533 [Google Scholar]
  48. Mimeau, C., Plourde, V., Ouellet, A. A., & Dionne, G.
    (2015) Comparison of measures of morphosyntactic complexity in French-speaking school-aged children. First Language, (), –. 10.1177/0142723715577320
    https://doi.org/10.1177/0142723715577320 [Google Scholar]
  49. Montrul, S.
    (2004) Convergent outcomes in L2 acquisition and L1 loss. First language attrition: Interdisciplinary perspectives on methodological issues, –. 10.1075/sibil.28.16mon
    https://doi.org/10.1075/sibil.28.16mon [Google Scholar]
  50. (2009) Knowledge of tense-aspect and mood in Spanish heritage speakers. International Journal of bilingualism, (), –. 10.1177/1367006909339816
    https://doi.org/10.1177/1367006909339816 [Google Scholar]
  51. (2016) The acquisition of heritage languages. Cambridge University Press.
    [Google Scholar]
  52. Montrul, S. A.
    (2008) Incomplete acquisition in bilingualism: Re-examining the age factor (Vol.). John Benjamins Publishing. 10.1075/sibil.39
    https://doi.org/10.1075/sibil.39 [Google Scholar]
  53. Montrul, S., & Sánchez-Walker, N.
    (2013) Differential object marking in child and adult Spanish heritage speakers. Language Acquisition, (), –. 10.1080/10489223.2013.766741
    https://doi.org/10.1080/10489223.2013.766741 [Google Scholar]
  54. Mori, Y., & Calder, T. M.
    (2017) The role of parental support and family variables in L1 and L2 vocabulary development of Japanese heritage language students in the United States. Foreign Language Annals, (), –. 10.1111/flan.12304
    https://doi.org/10.1111/flan.12304 [Google Scholar]
  55. Nesteruk, O.
    (2010) Heritage language maintenance and loss among the children of Eastern European immigrants in the USA. Journal of Multilingual and multicultural Development, (), –. 10.1080/01434630903582722
    https://doi.org/10.1080/01434630903582722 [Google Scholar]
  56. Nippold, M. A.
    (1993) Developmental markers in adolescent language: Syntax, semantics, and pragmatics. Language, Speech, and Hearing Services in Schools, (), –. 10.1044/0161‑1461.2401.21
    https://doi.org/10.1044/0161-1461.2401.21 [Google Scholar]
  57. Oller, D. K., Pearson, B. Z., & Cobo-Lewis, A. B.
    (2007) Profile effects in early bilingual language and literacy. Applied Psycholinguistics, (), –. 10.1017/S0142716407070117
    https://doi.org/10.1017/S0142716407070117 [Google Scholar]
  58. Paradis, J.
    (2007) Second language acquisition in childhood. InE. Hoff & M. Shatz (Eds.), Blackwell handbook of language development (pp.–). Blackwell Publishing. 10.1002/9780470757833.ch19
    https://doi.org/10.1002/9780470757833.ch19 [Google Scholar]
  59. Paradis, J., & Genesee, F.
    (1996) Syntactic acquisition in bilingual children: Autonomous or interdependent?. Studies in second language acquisition, (), –. 10.1017/S0272263100014662
    https://doi.org/10.1017/S0272263100014662 [Google Scholar]
  60. Paradis, J., Nicoladis, E., Crago, M., & Genesee, F.
    (2011) Bilingual children’s acquisition of the past tense: A usage-based approach. Journal of child language, (), . 10.1017/S0305000910000218
    https://doi.org/10.1017/S0305000910000218 [Google Scholar]
  61. Pascual y Cabo, D.
    (2020) Examining the role of cross-generational attrition in the development of Spanish as a heritage language: Evidence from gustar-like verbs. Linguistic Approaches to Bilingualism, (), –. 10.1075/lab.15057.pas
    https://doi.org/10.1075/lab.15057.pas [Google Scholar]
  62. Pearson, B. Z., Fernández, S. C., Lewedeg, V., & Oller, D. K.
    (1997) The relation of input factors to lexical learning by bilingual infants. Applied psycholinguistics, (), –. 10.1017/S0142716400009863
    https://doi.org/10.1017/S0142716400009863 [Google Scholar]
  63. Pires, A., & Rothman, J.
    (2009) Disentangling sources of incomplete acquisition: An explanation for competence divergence across heritage grammars. International Journal of Bilingualism, (), –. 10.1177/1367006909339806
    https://doi.org/10.1177/1367006909339806 [Google Scholar]
  64. Place, S., & Hoff, E.
    (2011) Properties of dual language exposure that influence 2-year-olds’ bilingual proficiency. Child development, (), –. 10.1111/j.1467‑8624.2011.01660.x
    https://doi.org/10.1111/j.1467-8624.2011.01660.x [Google Scholar]
  65. Polinsky, M.
    (1995) American Russian: Language loss meets language acquisition. InFormal Approaches to Slavic Linguistics. Cornell Meeting. Michigan Slavic Publications.
    [Google Scholar]
  66. (2007) Reaching the end point and stopping midway: Different scenarios in the acquisition of Russian. Russian Linguistics, (), –. 10.1007/s11185‑007‑9011‑2
    https://doi.org/10.1007/s11185-007-9011-2 [Google Scholar]
  67. (2011) Reanalysis in adult heritage language: New evidence in support of attrition. Studies in second language acquisition, –. 10.1017/S027226311000077X
    https://doi.org/10.1017/S027226311000077X [Google Scholar]
  68. (2018) Heritage languages and their speakers (Vol.). Cambridge University Press. 10.1017/9781107252349
    https://doi.org/10.1017/9781107252349 [Google Scholar]
  69. Polinsky, M., & Scontras, G.
    (2020) A roadmap for heritage language research. Bilingualism: Language and cognition, (), –. 10.1017/S1366728919000555
    https://doi.org/10.1017/S1366728919000555 [Google Scholar]
  70. Putnam, M. T., & Sánchez, L.
    (2013) What’s so incomplete about incomplete acquisition?: A prolegomenon to modeling heritage language grammars. Linguistic Approaches to Bilingualism, (), –. 10.1075/lab.3.4.04put
    https://doi.org/10.1075/lab.3.4.04put [Google Scholar]
  71. Quiroz, B. G., Snow, C. E., & Zhao, J.
    (2010) Vocabulary skills of Spanish – English bilinguals: impact of mother – child language interactions and home language and literacy support. International Journal of Bilingualism, (), –. 10.1177/1367006910370919
    https://doi.org/10.1177/1367006910370919 [Google Scholar]
  72. Rothman, J.
    (2007) Heritage speaker competence differences, language change, and input type: Inflected infinitives in Heritage Brazilian Portuguese. International Journal of Bilingualism, (), –. 10.1177/13670069070110040201
    https://doi.org/10.1177/13670069070110040201 [Google Scholar]
  73. (2009) Understanding the nature and outcomes of early bilingualism: Romance languages as heritage languages. International journal of bilingualism, (), –. 10.1177/1367006909339814
    https://doi.org/10.1177/1367006909339814 [Google Scholar]
  74. Rothman, J., Bayram, F., DeLuca, V., Di Pisa, G., Dunabeitia, J. A., Gharibi, K., ... & Wulff, S.
    (2023) Monolingual comparative normativity in bilingualism research is out of “control”: Arguments and alternatives. Applied Psycholinguistics, (), –. 10.1017/S0142716422000315
    https://doi.org/10.1017/S0142716422000315 [Google Scholar]
  75. Scheele, A. F., Leseman, P. P., & Mayo, A. Y.
    (2010) The home language environment of monolingual and bilingual children and their language proficiency. Applied Psycholinguistics, (), –. 10.1017/S0142716409990191
    https://doi.org/10.1017/S0142716409990191 [Google Scholar]
  76. Schmid, M. E., Köpke, B. E.
    (2019) The Oxford handbook of language attrition. Oxford University Press. 10.1093/oxfordhb/9780198793595.001.0001
    https://doi.org/10.1093/oxfordhb/9780198793595.001.0001 [Google Scholar]
  77. Schmid, M. S.
    (2011) Language attrition. Cambridge University Press. 10.1017/CBO9780511852046
    https://doi.org/10.1017/CBO9780511852046 [Google Scholar]
  78. Schmid, M. S., & Fägersten, K. B.
    (2010) Disfluency markers in L1 attrition. Language learning, (), –. 10.1111/j.1467‑9922.2010.00575.x
    https://doi.org/10.1111/j.1467-9922.2010.00575.x [Google Scholar]
  79. Schmid, M. S., & Jarvis, S.
    (2014) Lexical access and lexical diversity in first language attrition. Bilingualism: Language and Cognition, (), –. 10.1017/S1366728913000771
    https://doi.org/10.1017/S1366728913000771 [Google Scholar]
  80. Schmid, M. S., Verspoor, M., Verspoor, M. H., & MacWhinney, B.
    (2011) Coding and extracting data. InA dynamic approach to second language development (pp.–). John Benjamins. 10.1075/lllt.29.03sch
    https://doi.org/10.1075/lllt.29.03sch [Google Scholar]
  81. Scott, C.
    (2005) Learning to write. InH. Catts & A. Kamhi (Eds.), Language and reading disabilities (2nd ed., pp.–). Boston: Pearson.
    [Google Scholar]
  82. Scott, C. M., & Stokes, S. L.
    (1995) Measures of syntax in school-age children and adolescents. Language, Speech, and Hearing Services in Schools, (), –. 10.1044/0161‑1461.2604.309
    https://doi.org/10.1044/0161-1461.2604.309 [Google Scholar]
  83. Serratrice, L.
    (2013) Acquisition of features in the nominal domain in bilingual acquisition. International Journal of Bilingualism, (), –. 10.1177/1367006911435694
    https://doi.org/10.1177/1367006911435694 [Google Scholar]
  84. Sorace, A.
    (2004) Native language attrition and developmental instability at the syntax-discourse interface: Data, interpretations and methods. Bilingualism Language and Cognition, (), –. 10.1017/S1366728904001543
    https://doi.org/10.1017/S1366728904001543 [Google Scholar]
  85. (2011) Pinning down the concept of “interface” in bilingualism. Linguistic approaches to bilingualism, (), –. 10.1075/lab.1.1.01sor
    https://doi.org/10.1075/lab.1.1.01sor [Google Scholar]
  86. Spolsky, B.
    (2009) Language management. Cambridge University Press. 10.1017/CBO9780511626470
    https://doi.org/10.1017/CBO9780511626470 [Google Scholar]
  87. Strobl, C., Malley, J., & Tutz, G.
    (2009) An introduction to recursive partitioning: rationale, application, and characteristics of classification and regression trees, bagging, and random forests. Psychological methods, (), . 10.1037/a0016973
    https://doi.org/10.1037/a0016973 [Google Scholar]
  88. Thordardottir, E.
    (2011) The relationship between bilingual exposure and vocabulary development. International Journal of Bilingualism, (), –. 10.1177/1367006911403202
    https://doi.org/10.1177/1367006911403202 [Google Scholar]
  89. Tomaschek, F., Hendrix, P., & Baayen, R. H.
    (2018) Strategies for addressing collinearity in multivariate linguistic data. Journal of Phonetics, , –. 10.1016/j.wocn.2018.09.004
    https://doi.org/10.1016/j.wocn.2018.09.004 [Google Scholar]
  90. Treffers-Daller, J., Daller, M., Furman, R., & Rothman, J.
    (2016) Ultimate attainment in the use of lexical collocations among heritage speakers of Turkish in Germany and Turkish-German returnees. Bilingualism: Language and Cognition, (), –. 10.1017/S1366728915000139
    https://doi.org/10.1017/S1366728915000139 [Google Scholar]
  91. Tsimpli, I. M.
    (2014) Early, late or very late?: Timing acquisition and bilingualism. Linguistic Approaches to Bilingualism, (), –. 10.1075/lab.4.3.01tsi
    https://doi.org/10.1075/lab.4.3.01tsi [Google Scholar]
  92. Unsworth, S.
    (2013) Current issues in multilingual first language acquisition. Annual Review of Applied Linguistics, , –. 10.1017/S0267190513000044
    https://doi.org/10.1017/S0267190513000044 [Google Scholar]
  93. (2016) Early child L2 acquisition: Age or input effects? Neither, or both?. Journal of child language, (), –. 10.1017/S030500091500080X
    https://doi.org/10.1017/S030500091500080X [Google Scholar]
  94. Willard, J. A., Agache, A., Jäkel, J., Glück, C. W., & Leyendecker, B.
    (2015) Family factors predicting vocabulary in Turkish as a heritage language. Applied Psycholinguistics, (), –. 10.1017/S0142716413000544
    https://doi.org/10.1017/S0142716413000544 [Google Scholar]
  95. Wright, M. N., Ziegler, A.
    (2017) ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R. Journal of Statistical Software, (): –. 10.18637/jss.v077.i01
    https://doi.org/10.18637/jss.v077.i01 [Google Scholar]
  96. Yilmaz, G., & Schmid, M. S.
    (2012) L1 accessibility among Turkish-Dutch bilinguals. The Mental Lexicon, (), –. 10.1075/ml.7.3.01yil
    https://doi.org/10.1075/ml.7.3.01yil [Google Scholar]
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