Accounting for phonological and sociolinguistic variability in L2 speech: The acquisition of rhoticity by Chinese learners of English

Abstract

The present study investigates the factors that modulate phonological and sociolinguistic variation in second language (L2) speech by examining the acquisition of English rhoticity by Chinese learners. Rhoticity is a salient sociolinguistic variable that robustly indexes phonological, stylistic, and social differences in both learners’ first language (L1) Mandarin and target language (TL) English. Drawing on speech data from 47 learners collected twice over a time span of six months, this study aims to explore the interplay between phonological and non-phonological constraints on the variable patterns of L2 rhoticity and the impact of the L1 sociolinguistic system on L2 speech. Results of mixed effects logistic regression models reveal considerable inter- and intra-learner variability in L2 rhoticity, indicating that both phonological and non-phonological factors condition this variation. The findings suggest L1 transfer in its structural, stylistic and social properties in the learners’ L2 speech.

Keywords

L1 transfer rhoticity sociolinguistic variation variationist SLA

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References

Bao

(1996) The syllable in Chinese. Journal of Chinese Linguistics 24: 312–54.

Barron

(2006) Learning to say ‘you’ in German: The acquisition of sociolinguistic competence in a study abroad context. In DuFon

Churchill

(eds) Language learners in study abroad contexts. Bristol: Multilingual Matters, pp. 59–88.

Bates

Maechler

Bolker

Walker

(2014) LME4: Linear mixed-effects models using eigen and S4. R package: Version 1.1-4. Available at: https://cran.r-project.org/web/packages/lme4/index.html (accessed March 2025).

Bayley

(1996) Competing constraints on variation in the speech of adult Chinese learners of English. In Bayley

Preston

(eds) Second language acquisition and linguistic variation. Amsterdam: John Benjamins, pp. 97–120.

Bayley

(2005) Second language acquisition and sociolinguistic variation. Intercultural Communication Studies 14: 1–15.

Bayley

Preston

(eds) (1996) Second language acquisition and linguistic variation: Volume 10. Amsterdam: John Benjamins.

Bayley

Tarone

(2011) Variationist perspectives. In Gass

Mackey

(eds) The Routledge handbook of second language acquisition. London: Routledge, pp. 42–56.

Blondeau

Nagy

Sankoff

Thibault

(2002) La couleur locale du français des anglo-montréalais [The local color of the French of the Anglo-Montrealers]. Acquisition et Interaction en Langue Étrangère 17: 76–100.

Boersma

(2001) Praat, a system for doing phonetics by computer. Glot International 5: 341–45.

10.

Chand

(2010) Postvocalic (r) in urban Indian English. English World-Wide 31: 1–39.

11.

Chen

(1999) Modern Chinese: History and sociolinguistics. Port Chester, NY: Cambridge University Press.

12.

Chen

Mok

PPK

(2021) Articulatory and acoustic features of Mandarin /ɹ/: a preliminary study. In: Proceedings of the 12th International Symposium on Chinese Spoken Language Processing, Hong Kong. New York: IEEE, pp. 1–5.

13.

Deterding

(2006) The North Wind versus a Wolf: Short texts for the description and measurement of English pronunciation. Journal of the International Phonetic Association 36: 187–96.

14.

Drummond

(2012) Aspects of identity in a second language: ING variation in the speech of Polish migrants living in Manchester, UK. Language Variation and Change 24: 107–33.

15.

Duanmu

(2007) The phonology of Standard Chinese. Oxford: Oxford University Press.

16.

Espy-Wilson

(1992) Acoustic measures for linguistic features distinguishing the semivowels /w j r l/ in American English. The Journal of the Acoustical Society of America 92: 736–57.

17.

Espy-Wilson

Boyce

Jackson

Narayanan

Alwan

(2000) Acoustic modeling of American English /r/. The Journal of the Acoustical Society of America 108: 343–56.

18.

Geeslin

Gudmestad

(2008) The acquisition of variation in second-language Spanish: An agenda for integrating studies of the L2 sound system. Journal of Applied Linguistics 5: 137–57.

19.

Gick

Wilson

(2006) Excrescent schwa and vowel laxing: Cross-linguistic responses to conflicting articulatory targets. Laboratory Phonology 8: 635–59.

20.

Hansen

Edwards J

(2016). Accent preferences and the use of American English features in Hong Kong: A preliminary study. Asian Englishes 18: 1–19.

21.

Hansen

Edwards J

(2022) The acquisition of English L2 sociolinguistic variation. In Geeslin

(ed.) The Routledge Handbook of Second Language Acquisition and Sociolinguistics. London: Routledge, pp. 383–94.

22.

Hartmann

Zerbian

(2010) Rhoticity in Black South African English: A sociolinguistic study. Southern African Linguistics and Applied Language Studies 27: 135–48.

23.

Honey

(1998) Sociophonology. In: Coulmas

(ed.) The handbook of sociolinguistics. Oxford: Blackwell, pp. 92–106.

24.

Howard

Lemée

Regan

(2006) The L2 acquisition of a phonological variable: The case of /l/ deletion in French. French Language Studies 16: 1–24.

25.

Huang

(2010) Er-suffixation in Chinese monophthongs: Phonological analysis and phonetic data. In: Clemen

Liu

C-ML

(eds) Proceedings of the 18th International Conference on Chinese Linguistics (IACL-18): Volume 1. Cambridge, MA: Harvard University, pp. 331–44.

26.

Irwin

Nagy

(2007) Bostonians /r/ speaking: A quantitative look at (R) in Boston. University of Pennsylvania Working Papers in Linguistics 13: 135–47.

27.

Iwasaki

(2008) Style shifts among Japanese learners before and after study abroad in Japan: Becoming active social agents in Japanese. Applied Linguistics 31: 45–71.

28.

Iwasaki

(2011) Learning L2 Japanese ‘politeness’ and ‘impoliteness’: Young American men’s dilemmas during study abroad. Japanese Language and Literature 45: 67–106.

29.

Kang

(2013) Internal and external constraints on rhoticity in Korean English. 사회언어학 The Sociolinguistics Journal of Korea] 21: 1–27.

30.

Kautzsch

(2017) The attainment of an English accent: British and American features in advanced German learners. Lausanne: Peter Lang.

31.

Labov

(1966) The social stratification of English in New York City. Washington, DC: Center for Applied Linguistics.

32.

Lee

(2005) A phonetic study of the ‘er-hua’ rimes in Beijing Mandarin. In: Proceedings of the Ninth European Conference on Speech Communication and Technology. International Speech Communication Association (ISCA), pp. 1093–96.

33.

Lenth

(2018) emmeans: Estimated marginal means, aka least-squares means. Available at: https://CRAN.R-project.org/package=emmeans (accessed March 2025).

34.

(2014) Variation in subject pronominal expression in L2 Chinese. Studies in Second Language Acquisition 36: 39–68.

35.

Kabak

(2017) Rhoticity in Chinese English: An experimental investigation on the realization of the variant (r) in an Expanding Circle variety. Alicante Journal of English Studies 30: 61–91.

36.

Lindau

(1978) Vowel features. Language 54: 541–63.

37.

Liu

(2017) An acoustic study of Mandarin rhotic suffix. ExLing 2017: 69–72.

38.

Lü

(1994) Hua Su Wei Ya de Yishu: Jing Wei Xiaoshuo Tezheng Lun. Beijing, China: Zhongguo Heping Chubanshe.

39.

Meer

Fuchs

Gerfer

Gut

(2021). Rhotics in Scottish Standard English. English World-Wide 42: 121–44.

40.

Melchers

Shaw

(2003) World Englishes. Abingdon: Routledge.

41.

Mougeon

Nadasdi

Rehner

(2010) The sociolinguistic competence of immersion students. Bristol: Multilingual Matters.

42.

Mougeon

Rehner

(2017) The influence of classroom input and community exposure on the learning of variable grammar. Bilingualism 20: 21–22.

43.

Mougeon

Rehner

Nadasdi

(2004) The learning of spoken French variation by immersion students from Toronto, Canada. Journal of Sociolinguistics 8: 408–32.

44.

Nadasdi

Mougeon

Rehner

(2008) Factors driving lexical variation in L2 French: A variationist study of automobile, auto, voiture, char and machine. Journal of French Language Studies 18: 365.

45.

Nagy

Irwin

(2010) Boston (r): Neighbo(r)s nea(r) and fa(r). Language Variation and Change 22: 241–78.

46.

Piercy

(2012) A transatlantic cross-dialectal comparison of non-prevocalic /r/. University of Pennsylvania Working Papers in Linguistics 18: 10.

47.

R Core Team (2018) R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Available at https://www.R-project.org/

48.

Rehner

Mougeon

(1999) Variation in the spoken French of immersion students: To ne or not to ne, that is the sociolinguistic question. Canadian Modern Language Review 56: 124–54.

49.

Rehner

Mougeon

(2022) Variationist methods of analysis. In Geeslin

(ed.) The Routledge Handbook of Second Language Acquisition and Sociolinguistics. London: Routledge, pp. 200–11.

50.

Rehner

Mougeon

Nadasdi

(2003) The learning of sociolinguistic variation by advanced FSL learners: The case of nous versus on in immersion French. Studies in Second Language Acquisition 25: 127–56.

51.

Ringer-Hilfinger

(2012) Learner acquisition of dialect variation in a study abroad context: The case of the Spanish [θ]. Foreign Language Annals 45: 430–46.

52.

Rosenfelder

(2009) Rhoticity in educated Jamaican English: An analysis of the spoken component of ICE-Jamaica. In: Hoffmann

Siebers

(eds) World Englishes: Problems, properties and prospects: Selected papers from the 13th IAWE conference. Amsterdam: John Benjamins, pp. 61–82.

53.

Schoonmaker-Gates

(2022) Socially driven second language pronunciation. In Geeslin

(ed.) The Routledge Handbook of Second Language Acquisition and Sociolinguistics. Abingdon: Routledge, pp. 165–73.

54.

Schützler

(2010) Variable Scottish English consonants: The cases of /ʍ/ and non-prevocalic /r/. Research in Language 8: 1–17.

55.

Solon

Linford

Geeslin

(2018) Acquisition of sociophonetic variation: Intervocalic /d/ reduction in native and non-native Spanish. Revista Española de Lingüística Aplicada / Spanish Journal of Applied Linguistics 31: 309–44.

56.

Stevens

(1999) Acoustic phonetics. Cambridge, MA: MIT Press.

57.

Stevens

Blumstein

(1975) Quantal aspects of consonant production and perception: A study of retroflex stop consonants. Journal of Phonetics 3: 215–33.

58.

Sundkvist

Gao

(2016) Rhoticity in Yunnan English. World Englishes 35: 42–59.

59.

Tagliamonte

(2006) Analysing sociolinguistic variation. Cambridge: Cambridge University Press.

60.

Tan

Gupta

(1992) Post-vocalic /r/ in Singapore English. In Harlow

Warner

(eds) York papers in linguistics: Volume 16. York: University of York, Department of Language and Linguistics Science, pp. 139–52.

61.

Tian

(2007) An optimality theory analysis of diminutive suffixation of Beijing Chinese. Working Papers of the Linguistics Circle 19: 217–32.

62.

Trudgill

Hannah

(2013) International English: A guide to the varieties of Standard English. London: Routledge.

63.

Zhang

(2000) Non-contrastive features and categorical patterning in Chinese diminutive suffixation: Max [F] or Ident [F]? Phonology 17: 427–78.

64.

Zhang

(2008) Rhotacization and the ‘Beijing smooth operator’: The social meaning of a linguistic variable 1. Journal of Sociolinguistics 12: 201–22.