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Article published In:
Concentric
Vol. 48:1 (2022) ► pp.1–29

Autistic traits, working memory, and L2 prosodic boundary detection

| National Taiwan University
This study aims to examine the roles of second language (L2) learners’ autistic traits and working memory capacity in detecting prosodic boundaries. Forty-six learners of English with Mandarin as their native language completed questionnaires on personality and cognitive assessment – an Autism-Spectrum Quotient questionnaire (AQ) and a Working Memory questionnaire (WM). They also completed a Rapid Prosody Transcription (RPT) task in which they were asked to mark prosodic boundaries produced by Barack Obama in recordings of his Weekly Address. The results revealed that autistic traits and working memory capacity were positively correlated with each other, and attention to detail was the primary predictor for the detection of boundary tones. These findings provide insight into L2 learners’ detection of prosodic boundaries along the autistic traits and working memory capacity continuum and further indicate that EFL instructions should take individual differences into consideration when assessing L2 learners’ performance in listening or comprehension tasks.
Keywords: autistic traits, working memory, second language, prosodic boundary detection
Article outline
  • 1.Introduction
    • 1.1Autistic traits
    • 1.2Working memory capacity
  • 2.Method
    • 2.1Participants
    • 2.2Design
    • 2.3Procedure
    • 2.4Materials
      • 2.4.1Listening stimuli in RPT task
      • 2.4.2Autism-spectrum quotient questionnaire (AQ)
      • 2.4.3Working memory questionnaire (WM)
    • 2.5Analysis
  • 3.Results
    • 3.1Descriptive statistics
      • 3.1.1Detection rates
      • 3.1.2Autistic trait scores
      • 3.1.3Working memory scores
    • 3.2Correlational analysis for the AQ scores and the WM scores
    • 3.3Multiple regression between scores and detection rates
      • 3.3.1AQ and WM subscale scores as predictors of the detection rates of phrase accents
      • 3.3.2AQ and WM subscale scores as predictors of the detection rates of boundary tones
  • 4.Discussion and conclusion
    • 4.1L2 learners’ prosodic boundary detection and individual differences
    • 4.2Limitations
    • 4.3Implication
  • Acknowledgements
  • References
Published online: 2 May 2022
DOI logo
https://doi.org/10.1075/consl.21040.kuo
References (68)
References
Al-Hammadi, Faizah Saleh. 2011. The role of recognition memory in L2 development. Language and Translation 241:83–93.Google Scholar
Baddeley, Alan. 2003. Working memory and language: An overview. Journal of Communication Disorders 361:189–208. DOI logoGoogle Scholar
Baron-Cohen, Simon, Sally Wheelwright, Richard Skinner, Joanne Martin, and Emma Clubley. 2001. The autism-spectrum quotient (AQ): Evidence from Asperger syndrome/high-functioning autism, males and females, scientists and mathematicians. Journal of Autism and Developmental Disorders 311:5–17. DOI logoGoogle Scholar
Bayliss, Andrew P., and Steven P. Tipper. 2005. Gaze and arrow cueing of attention reveals individual differences along the autism spectrum as a function of target context. British Journal of Psychology 961:95–114. DOI logoGoogle Scholar
Beckman, Mary E., and Gayle Ayers. 1997. Guidelines for ToBI Labeling. Retrieved October 1, 2018, from [URL]
Bishop, Jason. 2012. Focus, prosody, and individual differences in “autistic” traits: Evidence from cross-modal semantic priming. UCLA Working Papers in Phonetics 1111:1–26.Google Scholar
. 2020. Exploring the similarity between implicit and explicit prosody: Prosodic phrasing and individual differences. Language and Speech 64.4:873–899. DOI logoGoogle Scholar
Bishop, Jason, and Grace Kuo. 2016. Do “autistic-like” personality traits predict prosody perception? Paper presented at Laboratory Phonology 15 Satellite Workshop, Cornell University, Ithaca, New York.
Broadbent, Jaclyn, Iskra Galic, and Mark Stokes. 2013. Validation of autism spectrum quotient adult version in an Australian sample. Autism Research and Treatment 2013: 984205. DOI logoGoogle Scholar
Carlson, Katy. 2009. How prosody influences sentence comprehension? Language and Linguistics Compass 3.5:1188–1200. DOI logoGoogle Scholar
Christiansen, Marianne. 2016. Attentional Control, Working Memory and Language Aptitude: A Correlational Study of the Relationship between Second Language Proficiency, Attentional Control and Working Memory. MA thesis, Norwegian University of Science and Technology, Trondheim.
Cole, Jennifer, and Stefanie Shattuck-Hufnagel. 2016. New methods for prosodic transcription: Capturing variability as a source of information. Laboratory Phonology: Journal of the Association for Laboratory Phonology 7.1:1–29. DOI logoGoogle Scholar
Cole, Jennifer, Timothy Mahrt, and José I. Hualde. 2014. Listening for sound, listening for meaning: Task effects on prosodic effects on prosodic transcription. Proceedings of the 7th International Conference on Speech Prosody, ed. by Nick Campbell, Dafydd Gibbon and Daniel Hirst, 859–863. Dublin, Ireland: International Speech Communication Association.Google Scholar
Crepsi, Bernard, Emma Leach, Natalie Dinsdale, Mikael Mokkonen, and Peter Hurd. 2016. Imagination in human social cognition, autism, and psychotic-affective conditions. Cognition 1501:181–199. DOI logoGoogle Scholar
Cuetos, Fernando, and Don C. Mitchell. 1988. Cross-linguistic differences in parsing: Restrictions on the use of the late closure strategy in Spanish. Cognition 301:73–105. DOI logoGoogle Scholar
Cutler, Anne, Delphine Dahan, and William van Donselaar. 1997. Prosody in the comprehension of spoken language: A literature review. Language and Speech 40.2:141–201. DOI logoGoogle Scholar
Daneman, Meredyth, and Patricia A. Carpenter. 1980. Individual differences in working memory and reading. Journal of Verbal Learning and Verbal Behavior 19.4:450–466. DOI logoGoogle Scholar
Ferreira, Fernanda, and Hossein Karimi. 2015. Prosody, performance, and cognitive skill: Evidence from individual differences. Explicit and Implicit Prosody in Sentence Processing: Studies in Honor of Janet Dean Fodor, ed. by Lyn Frazier and Edward Gibson, 119–132. Switzerland: Springer, Cham. DOI logoGoogle Scholar
Fodor, Janet Dean. 2002. Prosodic disambiguation in silent reading. North East Linguistics Society 321:113–132.Google Scholar
Frazier, Lyn, Katy Carlson, and Charles Clifton Jr. 2006. Prosodic phrasing is central to language comprehension. Trends in Cognitive Science 10.6:244–249. DOI logoGoogle Scholar
Geva, Esther, and Ellen B. Ryan. 1993. Linguistic and cognitive correlates of academic skills in first and second languages. Language Learning 431:5–42. DOI logoGoogle Scholar
Harrington, Michael, and Mark Sawyer. 1992. L2 working memory capacity and L2 reading skill. Studies in Second language Acquisition 14.1:25–38. DOI logoGoogle Scholar
Hoekstra, Rosa A., Meike Bartels, Danielle C. Cath, and Dorret I. Boomsma. 2008. Factor structure, reliability and criterion validity of the Autism-Spectrum Quotient (AQ): A study in Dutch population and patient groups. Journal of Autism and Developmental Disorders 381:1555–1566. DOI logoGoogle Scholar
Hudson, Matthew, Tanja C. W. Nijboer, and Tjeerd Jellema. 2012. Implicit social learning in relation to autistic traits. Journal of Autism and Developmental Disorders 421:2534–2545. DOI logoGoogle Scholar
Hummel, Kirsten M. 2009. Aptitude, phonological memory, and second language proficiency in non-novice adult learners. Applied Psycholinguistics 301:225–249. DOI logoGoogle Scholar
Hurst, R. M., J. T. Mitchell, N. A. Kimbrel, T. K. Kwapil, and R. O. Nelson-Gray. 2007. Examination of the reliability and factor structure of the Autism Spectrum Quotient (AQ) in a non-clinical sample. Personality and Individual Differences 43.7:1938–1949. DOI logoGoogle Scholar
Iao, Lai-Sang, Anna Wippich, and Yu Hin Lam. 2018. Brief report: Discrimination of foreign speech pitch and autistic traits in non-clinical population. Journal of Autism Developmental Disorders 481:284–289. DOI logoGoogle Scholar
Juffs, Alan, and Michael Harrington. 2011. Aspects of working memory in L2 learning. Language Teaching 441:137–166. DOI logoGoogle Scholar
Jun, Sun-Ah. 2003. Prosodic phrasing and attachment preference. Journal of Psycholinguistic Research 321:219–249. DOI logoGoogle Scholar
(ed.) 2005. Prosody Typology: The Phonology of Intonation and Phrasing. Oxford, UK: Oxford University Press. DOI logoGoogle Scholar
Jun, Sun-Ah, and Jason Bishop. 2015. Prominence in relative clause attachment: Evidence from prosodic priming. Explicit and Implicit Prosody in Sentence Processing: Studies in Honor of Janet Dean Fodor, ed. by Lyn Frazier and Edward Gibson, 217–240. Switzerland: Springer, Cham. DOI logoGoogle Scholar
Lau, Winnie Yu-Pow, Susan Shur-Fen Gau, Yen-Nan Chiu, Yu-Yu Wu, Wen-Jiun Chou, Shih-Kai Liu, and Miao-Chun Chou. 2013. Psychometric properties of the Chinese version of the Autism Spectrum Quotient (AQ). Research in Developmental Disabilities 341:294–305. DOI logoGoogle Scholar
Lepage, Jean-François, Mélizza Lortie, Vincent Taschereau-Dumouchel, and Hugo Théoret. 2009. Validation of French-Canadian versions of the empathy quotient and autism spectrum quotient. Canadian Journal of Behavioral Science 41.4:272–276. DOI logoGoogle Scholar
Mayer, Jennifer L., Ian Hannent, and Pamela F. Heaton. 2016. Mapping the developmental trajectory and correlates of enhanced pitch perception on speech processing in adults with ASD. Journal of Autism and Developmental Disorders 461:1562–1573. DOI logoGoogle Scholar
Nieuwland, Mante S., Tali Ditman, and Gina R. Kuperberg. 2010. On the incrementality of pragmatic processing: An ERP investigation of informativeness and pragmatic abilities. Journal of Memory and Language 631:324–346. DOI logoGoogle Scholar
Obama, Barack. 2013. Remarks of President Barack Obama: Weekly Address, 28 November, 2013. Retrieved December 1, 2014, from [URL]
. 2014a. Remarks of President Barack Obama: Weekly Address, 8 March, 2014. Retrieved December 1, 2014, from [URL]
. 2014b. Remarks of President Barack Obama: Weekly Address, 5 April, 2014. Retrieved December 1, 2014, from [URL]
. 2014c. Remarks of President Barack Obama: Weekly Address, 4 May, 2014. Retrieved December 1, 2014, from [URL]
. 2017. Remarks of President Barack Obama: Weekly Address, 7 January, 2017. Retrieved October 1, 2018, from [URL]
O’Brien, Irena, Norman Segalowitz, Joe Collentine, and Barbara Freed. 2006. Phonological memory and lexical, narrative, and grammatical skills in second language oral production by adult learners, Applied Psycholinguistics 27.3:377–402. DOI logoGoogle Scholar
Paul, Rhea, Amy Augustyn, Ami Klin, and Fred R. Volkmar. 2005a. Perception and production of prosody by speakers with autism spectrum disorders. Journal of Autism and Developmental Disorders 351:205–220. DOI logoGoogle Scholar
Paul, Rhea, Lawrence D. Shriberg, Jane McSweeny, Domenic Cicchetti, Ami Klin, and Fred Volkmar. 2005b. Brief report relations between prosodic performance and communication and socialization ratings in high functioning speakers with autism spectrum disorders. Journal of Autism and Developmental Disorders 35.6:861–869. DOI logoGoogle Scholar
Pierrehumbert, Janet Breckenridge. 1980. The Phonology and Phonetics of English Intonation. Doctoral dissertation, Massachusetts Institute of Technology, Cambridge.
Pintér, Gábor, Shinobu Mizuguchi, and Koichi Tateishi. 2014. Perception of prosodic prominence and boundaries by L1 and L2 speakers of English. Paper presented at the 15th Annual Conference of the International Speech Communication Association: Celebrating the Diversity of Spoken Languages, INTERSPEECH 2014, Singapore. DOI logo
Révész, Andrea. 2012. Working memory and the observed effectiveness of recasts on different L2 outcome measures. Language Learning 62.1:93–132. DOI logoGoogle Scholar
Robinson, Peter. 2002. Effects of individual differences in intelligence, aptitude and working memory on adult incidental SLA. Individual Differences and Instructed Language Learning, ed. by Peter Robinson, 211–266. Amsterdam: John Benjamins Publishing Company. DOI logoGoogle Scholar
Ruta, Liliana, Domenico Mazzone, Luigi Maazone, Sally Wheelwright, and Simon Baron-Cohen. 2011. The autism-spectrum quotient: Italian version: A cross-cultural confirmation of the broader autism phenotype. Journal of Autism and Developmental Disorders 421:625–633. DOI logoGoogle Scholar
Ruzich, Emily, Carrie Allison, Paula Smith, Peter Watson, Bonnie Auyeung, Howard Ring, and Simon Baron-Cohen. 2015. Measuring autistic traits in the general population: A systematic review of the Autism-Spectrum Quotient (AQ) in a nonclinical population sample of 6,900 typical adult males and females. Molecular Autism 6:2.Google Scholar
Schmidt, Richard. 2012. Attention, awareness, and individual differences in language learning. Perspectives on Individual Characteristics and Foreign Language Education, vol. 61, ed. by Wai Meng Chan, Kwee Nyet Chin, Sunil Kumar Bhatt and Izumi Walker, 27–50. Berlin: De Gruyter Mouton. DOI logoGoogle Scholar
Sonié, Sandrine, Behrouz Kassai, Elodie Pirat, Paul Bain, Janine Robinson, Marie Gomot, Catherine Barthélémy, Dorothée Charvet, Thierry Rochet, Mohamed Tatou, Brigitte Assouline, Stéphane Cabrol, Nadia Chabane, Valérie Arnaud, Patricia Faure, and Sabine Manificat. 2012. The French version of the autism-spectrum quotient in adolescents: A cross-cultural validation study. Journal of Autism and Developmental Disorders 431:1178–1183. DOI logoGoogle Scholar
Stewart, Mary E., and Elizabeth J. Austin. 2009. The structure of the Autism-Spectrum Quotient (AQ): Evidence from a student sample in Scotland. Personality and Individual Differences 471:224–228. DOI logoGoogle Scholar
Stewart, Mary E., and Mitsuhiko Ota. 2008. Lexical effects on speech perception in individuals with “autistic” traits. Cognition 1091:157–162. DOI logoGoogle Scholar
Swets, Benjamin, Timothy Desmet, David Z. Hambrick, and Fernanda Ferreira. 2007. The role of working memory in syntactic ambiguity resolution: A psychometric approach. Journal of Experimental Psychology 13.1:64–81. DOI logoGoogle Scholar
Traxler, Matthew J. 2009. A hierarchical linear modeling analysis of working memory and implicit prosody in the resolution of adjunct attachment ambiguity. Journal of Psycholinguist Research 381:491–509. DOI logoGoogle Scholar
Trofimovich, Pavel, and Wendy Baker. 2006. Learning second language suprasegmentals: Effect of L2 experience on prosody and fluency characteristics of L2 speech. Studies in Second Language Acquisition 28.1:1–30. DOI logoGoogle Scholar
Ujiie, Yuta, Tomohisa Asai, and Akio Wakabayashi. 2015. The relationship between level of autistic traits and local bias in the context of the McGurk effect. Frontiers in Psychology 61:891. DOI logoGoogle Scholar
Vallat-Azouvi, Claire, Pascale Pradat-Diehl, and Philippe Azouvi. 2012. The working memory questionnaire: A scale to assess everyday life problems related to deficits of working memory in brain injured patients. Neuropsychological Rehabilitation 22.4:634–649. DOI logoGoogle Scholar
Wagner, Michael, and Duane Watson. 2010. Experimental and theoretical advances in prosody: A review. Language and Cognitive Process 251:905–945. DOI logoGoogle Scholar
Wakabayashi, Akio, Simon Baron-Cohen, and Sally Wheelwright. 2006. Are autistic traits independent personality dimension? A study of the Autism-Spectrum Quotient (AQ) and the NEO-PI-R. Personality and Individual Differences 411:873–883. DOI logoGoogle Scholar
Wen, Zhisheng Edward, Mailce Borges Mota, and Arthur McNeill. 2015. Working Memory in Second Language Acquisition and Processing: The Phonological/Executive Model. North Somerset, UK: Multilingual Matters. DOI logoGoogle Scholar
Wheelwright, Sally, Bonnie Auyeung, Carrie Allison, and Simon Baron-Cohen. 2010. Defining the broader, medium and narrow autism phenotype among parents using the Autism Spectrum Quotient (AQ). Molecular Autism 1.1:1–9. DOI logoGoogle Scholar
Wouters, Saskia G. M., and Annelies A. Spek. 2011. The use of the Autism-spectrum Quotient in differentiating high-functioning adults with autism, adults with schizophrenia and a neurotypical adult control group. Research in Autism Spectrum Disorders 5.3:1169–1175. DOI logoGoogle Scholar
Xiang, Ming, Julian Grove, and Anastasia Giannakidou. 2013. Dependency-dependent interference: NPI interference, agreement attraction, and global pragmatic inferences. Frontiers in Psychology 41:708. DOI logoGoogle Scholar
You, Hie-Jung. 2012. Determining prominence and prosodic boundaries in Korean by non-expert rapid prosody transcription. Paper presented at the 6th International Conference of Speech Prosody 2012, Shanghai.
Yu, Alan C., Julian Grove, Martina Martinović, and Morgan Sonderegger. 2011. Effects of working memory capacity and “autistic” traits on phonotactic effects in speech perception. Proceedings of the 17th International Congress of Phonetic Sciences (ICPhS XVII), ed. by Department of Chinese, Translation & Linguistics, City University of Hong Kong, 2236–2239. Hong Kong: City University of Hong Kong.Google Scholar
Yu, Alan C. L., Carrisa Abrego-Collier, and Morgan Sonderegger. 2013. Phonetic imitation from an individual difference perspective: Subjective attitude, personality and “autistic” traits. Plos One 8.9:e74746. DOI logoGoogle Scholar
Zhang, Long, Yaoying Sun, Fangfang Chen, De Wu, Jiulai Tang, Xiaopeng Han, Jianguo Ye, and Kai Wang. 2016. Psychometric properties of the Autism-Spectrum Quotient in both clinical and non-clinical samples: Chinese version for mainland China. BioMed Central Psychiatry 161:213. DOI logoGoogle Scholar