The role of cognitive individual differences in digital versus pen-and-paper writing
PDF

Keywords

writing environment
pen-and-paper writing
digital writing
working memory
language aptitude

How to Cite

Vasylets, O., Mellado, M. D., & Plonsky, L. (2022). The role of cognitive individual differences in digital versus pen-and-paper writing. Studies in Second Language Learning and Teaching, 12(4), 721–743. https://doi.org/10.14746/ssllt.2022.12.4.9

Number of views: 754


Number of downloads: 957

Abstract

It is unknown whether and to what extent cognitive individual differences may play different roles in paper versus computer-based second language (L2) writing. This exploratory study is a first attempt to explore this issue, focusing on the effects of working memory and language aptitude on the quality of paper versus computer-based L2 writing performance. Forty-two Spanish learners of L2 English performed a problem-solving task either digitally or on paper, took a working memory n-back test, and completed LLAMA tests to measure language aptitude. The quality of their L2 written texts was assessed in terms of complexity, accuracy and fluency (CAF) measures. The results indicated that the role of cognitive individual differences may vary depending on the writing environment.

https://doi.org/10.14746/ssllt.2022.12.4.9
PDF

References

Adams, A. M., & Guillot, K. (2008). Working memory and writing in bilingual students. ITL – International Journal of Applied Linguistics, 156(1), 13-28. https://doi.org/10.2143/ITL.156.0.2034417 DOI: https://doi.org/10.2143/ITL.156.0.2034417

Ahmaddian, M., & Vasylets, O. (2022). The role of cognitive individual differences in writing performance and written corrective feedback processing and use. In R. M. Manchón & C. Polio (Eds.), Handbook of second language acquisition and writing (pp. 139-151). Routledge. https://doi.org/10.4324/9780429199691-17 DOI: https://doi.org/10.4324/9780429199691-17

Allen, D. (1992). Oxford Placement Test 1: Marking kit with user’s guide and diagnostic key. Oxford University Press.

Artieda, G., & Muñoz, C. (2016). The LLAMA tests and the underlying structure of language aptitude at two levels of foreign language proficiency. Learning and Individual Differences, 50, 42-48. https://doi.org/10.1016/j.lindif.2016.06.023 DOI: https://doi.org/10.1016/j.lindif.2016.06.023

Askvik, E., Van der Weel, F. R., & Van der Meer, A. L. (2020). The importance of cursive handwriting over typewriting for learning in the classroom: A high-density EEG study of 12-year-old children and young adults. Frontiers in Psychology, 11, 1810. https://doi.org/10.3389/fpsyg.2020.01810 DOI: https://doi.org/10.3389/fpsyg.2020.01810

Atkinson, D. (2011). Alternative approaches to second language acquisition. Routledge. https://doi.org/10.4324/9780203830932 DOI: https://doi.org/10.4324/9780203830932

Baddeley, A. (2003). Working memory: Looking back and looking forward. Nature Reviews Neuroscience, 4(10), 829-839. https://doi.org/10.1038/nrn1201. DOI: https://doi.org/10.1038/nrn1201

Baddeley, A. (2015). Working memory in second language learning. In Z. E. Wen, M. B. Mota, & A. McNeill (Eds.), Working memory in second language acquisition and processing (pp. 17-28). Multilingual Matters. https://doi.org/10.21832/9781783093595-005 DOI: https://doi.org/10.21832/9781783093595-005

Barkaoui, K., & Knouzi, I. (2018). The effects of writing mode and computer ability on L2 test-takers’ essay characteristics and scores. Assessing Writing, 36, 19-31. https://doi.org/10.1016/j.asw.2018.02.005 DOI: https://doi.org/10.1016/j.asw.2018.02.005

Barsalou, L. W. (2008). Grounded cognition. Annual Review of Psychology, 59(1), 617-645. https://doi.org/10.1146/annurev.psych.59.103006.093639 DOI: https://doi.org/10.1146/annurev.psych.59.103006.093639

Bereiter, C., & Scardamalia, M. (1987). The psychology of written composition. Lawrence Erlbaum.

Carroll, J. B. (1981). Twenty-five years of research on foreign language aptitude. In K. C. Diller (Ed.), Individual differences and universals in language learning aptitude (pp. 83-118). Newbury House.

Chan, S., Chan, C., Derbie, A. Y., Hui, I., Tan, D., Pang, M., Lau, S., & Fong, K. (2017). Chinese calligraphy writing for augmenting attentional control and working memory of older adults at risk of mild cognitive impairment: A randomized controlled trial. Journal of Alzheimer’s Disease: JAD, 58(3), 735-746. https://doi.org/10.3233/JAD-170024 DOI: https://doi.org/10.3233/JAD-170024

Chenoweth, N. A., & Hayes, J. R. (2001). Fluency in writing: Generating text in L1 and L2. Written Communication, 18(1), 80-98. https://doi.org/10.1177/0741088301018001004 DOI: https://doi.org/10.1177/0741088301018001004

Cheung, Y. L. (2012). Critical review of recent studies investigating effects of word processing-assisted writing and pen-and-paper writing on the quality of writing and higher-level revisions. Procedia-Social and Behavioral Sciences, 46, 1047-1050. https://doi.org/10.1016/j.sbspro.2012.05.246 DOI: https://doi.org/10.1016/j.sbspro.2012.05.246

Cho, M. (2018). Task complexity, modality, and working memory in L2 task performance. System, 72, 85-98. https://doi.org/10.1016/j.system.2017.10.010 DOI: https://doi.org/10.1016/j.system.2017.10.010

Clark, A. (2001). Mindware: An introduction to the philosophy of cognitive sci-ence. Oxford University Press.

Clark, A., & Chalmers, D. (1998). The extended mind. Analysis, 58(1), 7-19. http://www.jstor.org/stable/3328150 https://doi.org/10.1093/analys/58.1.7 DOI: https://doi.org/10.1093/analys/58.1.7

Cunningham, A. E., & Stanovich, K. E. (1990). Early spelling acquisition: Writing beats the computer. Journal of Educational Psychology, 82(1), 159-162. https://doi.org/10.1037/0022-0663.82.1.159 DOI: https://doi.org/10.1037/0022-0663.82.1.159

Diedenhofen, B., & Musch, J. (2015). cocor: A comprehensive solution for the statistical comparison of correlations. PLoS ONE, 10(4). e0121945. https://doi.org/10.1371/journal.pone.0121945 DOI: https://doi.org/10.1371/journal.pone.0121945

Dörnyei, Z. (2005). The psychology of the language learner: Individual differences in second language acquisition. Lawrence Erlbaum Associates.

Dörnyei, Z. (2010). The relationship between language aptitude and language learning motivation: Individual differences from a dynamic systems perspective. In E. Macaro (Ed.), Continuum companion to second language acquisition (pp. 247-267). Continuum.

Flower, L., & Hayes, J. (1980). The dynamics of composing: Making plans and juggling constraints. In L. Gregg & E. Steinberg (Eds.), Cognitive processes in writing (pp. 31-50). Lawrence Erlbaum.

Gilabert, R. (2005). Evaluating the use of multiple sources and methods in needs analysis: A case study of journalists in the Autonomous Community of Catalonia (Spain). In M. H. Long (Ed.), Second language needs analysis (pp. 182-199). Cambridge University Press. https://doi.org/10.1017/CBO9780511667299.007 DOI: https://doi.org/10.1017/CBO9780511667299.007

Grañena, G. (2013). Cognitive aptitudes for second language learning and the LLA-MA Language Aptitude Test. In G. Grañena & M. H. Long (Eds.), Sensitive periods, language aptitude, and ultimate L2 attainment (pp. 105-130). Benjamins. https://doi.org/10.1075/lllt.35.04gra DOI: https://doi.org/10.1075/lllt.35.04gra

Hayes, J. R. (1996). A new framework for understanding cognition and affect in writing. In C. M. Levy & S. Randall (Eds.), The science of writing: Theories, methods, individual differences, and applications (pp. 1-27). Erlbaum.

Hayes, J. R. (2012). Modeling and remodeling writing. Written Communication, 29(3), 369-388. https://doi.org/10.1177/0741088312451260 DOI: https://doi.org/10.1177/0741088312451260

Hoskyn, M., & Swanson, H. L. (2003). The relationship between working memory and writing in younger and older adults. Reading and Writing, 16(8), 759-784. https://doi.org/10.1023/A:1027320226283 DOI: https://doi.org/10.1023/A:1027320226283

Hou, J., Rashid, J., & Lee, K. M. (2017). Cognitive map or medium materiality? Reading on paper and screen. Computers in Human Behavior, 67, 84-94. https://doi.org/10.1016/j.chb.2016.10.014 DOI: https://doi.org/10.1016/j.chb.2016.10.014

Ihara, A., Nakajima, K., Ishimaru, K., Osugi, K., & Naruse, Y. (2021). Advantage of handwriting over typing on learning words: Evidence from an N400 event-related potential index. Frontiers in Human Neuroscience, 15, 679191. https://doi.org/10.3389/fnhum.2021.679191 DOI: https://doi.org/10.3389/fnhum.2021.679191

In’nami, Y., Hijikata, Y., & Koizumi, R. (2022). Working memory capacity and L2 reading: A meta-analysis. Studies in Second Language Acquisition, 44(2), 381-406. https://doi.org/10.1017/S0272263121000267 DOI: https://doi.org/10.1017/S0272263121000267

JASP Team (2021). JASP (Version 0.15) [Computer software].

Jeon, E. H., & Yamashita, J. (2014). L2 reading comprehension and its correlates: A meta‐analysis. Language Learning, 64(1), 160-212. https://doi.org/10.1111/lang.12034 DOI: https://doi.org/10.1111/lang.12034

Kane, M. J., Conway, A. R. A., Hambrick, D. Z., & Engle, R. W. (2007). Variation in working memory capacity as variation in executive attention and control. In A. R. A. Conway, C. Jarrold, M. J. Kane, A. Miyake, & J. N. Towse (Eds.), Variation in working memory (pp. 21-46). Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195168648.003.0002 DOI: https://doi.org/10.1093/acprof:oso/9780195168648.003.0002

Kellogg, R. T. (1996). A model of working memory in writing. In C. M. Levy & S. Ransdell (Eds.), The science of writing: Theories, methods, individual differences, and applications (pp. 57-71). Lawrence Erlbaum.

Kiefer, M., Schuler, S., Mayer, C., Trumpp, N. M., Hille, K., & Sachse, S. (2015). Handwriting or typewriting? The influence of pen- or keyboard-based writing training on reading and writing performance in preschool children. Advances in Cognitive Psychology, 11(4), 136-146. https://doi.org/10.5709/acp-0178-7. DOI: https://doi.org/10.5709/acp-0178-7

Kormos, J. (2012). The role of individual differences in L2 writing. Journal of Second Language Writing, 21(4), 390-403. https://doi.org/10.1016/j.jslw.2012.09.003. DOI: https://doi.org/10.1016/j.jslw.2012.09.003

Kormos, J. (2013). New conceptualizations of language aptitude in second language attainment. In G. Grañena & M. Long (Eds.), Sensitive periods, language aptitude, and ultimate L2 attainment (pp. 131-152). John Benjamins. https://doi.org/10.1075/lllt.35.05kor DOI: https://doi.org/10.1075/lllt.35.05kor

Kormos, J. (2023). The role of cognitive factors in second language writing and writing to learn a second language. Studies in Second Language Acquisition.

Kormos, J., & Sáfár, A. (2008). Phonological short-term memory, working memory and foreign language performance in intensive language learning. Bilingualism, 11(2), 261-271. https://doi.org/10.1017/S1366728908003416 DOI: https://doi.org/10.1017/S1366728908003416

Kormos, J., & Trebits, A. (2012). The role of task complexity, modality, and aptitude in narrative task performance. Language Learning, 62(2), 439-472. https://doi.org/10.1111/j.1467-9922.2012.00695.x DOI: https://doi.org/10.1111/j.1467-9922.2012.00695.x

Kress, G. (2003). Literacy in the new media age. Routledge. https://doi.org/10.4324/9780203299234 DOI: https://doi.org/10.4324/9780203299234

Li, S. (2016). The construct validity of language aptitude: A meta-analysis. Studies in Second Language Acquisition, 38(4), 801-842. https://doi.org/10.1017/S027226311500042X DOI: https://doi.org/10.1017/S027226311500042X

Linck, J. A., Osthus, P., Koeth, J. T., & Bunting, M. F. (2014). Working memory and second language comprehension and production: A meta-analysis. Psychonomic Bulletin & Review, 21(4), 861-883. https://doi.org/10.3758/s13423-013-0565-2 DOI: https://doi.org/10.3758/s13423-013-0565-2

Longcamp, M., Boucard, C., Gilhodes, J. C., & Velay, J. L. (2006). Remembering the orientation of newly learned characters depends on the associated writing knowledge: A comparison between handwriting and typing. Human Movement Science, 25(4-5), 646-656. https://doi.org/10.1016/j.humov.2006.07.007 DOI: https://doi.org/10.1016/j.humov.2006.07.007

Lu, X. (2010). Automatic analysis of syntactic complexity in second language writing. International Journal of Corpus Linguistics, 15(4), 474-496. https://doi.org/10.1075/ijcl.15.4.02lu DOI: https://doi.org/10.1075/ijcl.15.4.02lu

Lu, Y. (2015). Working memory, cognitive resources and L2 writing performance. In A. Wen, Z., Mota, M., & Mcneill (Eds.), Working memory in second language acquisition and processing (pp. 175-188). Multilingual Matters. https://doi.org/10.21832/9781783093595-014 DOI: https://doi.org/10.21832/9781783093595-014

Mangen, A. (2016). What hands may tell us about reading and writing. Educational Theory, 66(4), 457-477. https://doi.org/10.1111/edth.12183. DOI: https://doi.org/10.1111/edth.12183

Mangen, A., & Balsvik, L. (2016). Pen or keyboard in beginning writing instruction? Some perspectives from embodied cognition. Trends in Neuroscience and Education, 5(3), 99-106. https://doi.org/10.1016/j.tine.2016.06.003 DOI: https://doi.org/10.1016/j.tine.2016.06.003

Mangen, A., & Velay, J. L. (2010). Digitizing literacy: Reflections on the haptics of writing. In M. H. Zadeh (Ed.), Advances in haptics (pp. 386-401). IntechOpen. https://doi.org/10.5772/8710 DOI: https://doi.org/10.5772/8710

Mavrou, I. (2020). Working memory, executive functions, and emotional intelligence in second language writing. Journal of Second Language Writing, 50, 100758. https://doi.org/10.1016/j.jslw.2020.100758. DOI: https://doi.org/10.1016/j.jslw.2020.100758

McKay, T., & Plonsky, L. (2021). Reliability analyses: Estimating error in L2 research. In P. Winke & T. Brunfaut (Eds.), The Routledge handbook of second language acquisition and language testing (pp. 468-482). Routledge. https://doi.org/10.4324/9781351034784-50 DOI: https://doi.org/10.4324/9781351034784-50

Meara, P. M. (2005). LLAMA language aptitude tests. Lognostics.

Michel, M., Kormos, J., Brunfaut, T., & Ratajczak, M. (2019). The role of working memory in young second language learners’ written performances. Journal of Second Language Writing, 45, 31-45. https://doi.org/10.1016/j.jslw.2019.03.002 DOI: https://doi.org/10.1016/j.jslw.2019.03.002

Mizumoto, A. (in press). Calculating the relative importance of multiple regression predictor variables using dominance analysis and random forests. Language Learning. https://doi.org/10.1111/lang.12518 DOI: https://doi.org/10.1111/lang.12518

Nishino, T., & Atkinson, D. (2015). Second language writing as sociocognitive alignment. Journal of Second Language Writing, 27, 37-54. https://doi.org/10.1016/j.jslw.2014.11.002 DOI: https://doi.org/10.1016/j.jslw.2014.11.002

Papi, M., Vasylets, O., & Ahmaddian, M. (2022). Individual difference factors for second language writing. In S. Li, P. Hiver, & M. Papi (Eds.), Handbook of second language acquisition and individual differences (pp. 381-395). Routledge. https://doi.org/10.4324/9781003270546-30 DOI: https://doi.org/10.4324/9781003270546-30

Peng, P., Barnes, M., Wang, C., Wang, W., Li, S., Swanson, H. L., Dardick, W., & Tao, S. (2018). A meta-analysis on the relation between reading and working memory. Psychological Bulletin, 144(1), 48-76. https://doi.org/10.1037/bul0000124 DOI: https://doi.org/10.1037/bul0000124

Plonsky, L., & Oswald, F. L. (2014). How big is “big”? Interpreting effect sizes in L2 research. Language Learning, 64(4), 878-912. https://doi.org/10.1111/lang.12079 DOI: https://doi.org/10.1111/lang.12079

Robinson, P. (2005). Aptitude and second language acquisition. Annual Review of Applied Linguistics, 25, 46-73. https://doi.org/10.1017/S0267190505000036 DOI: https://doi.org/10.1017/S0267190505000036

Robinson, P. (2011). Second language task complexity, the cognition hypothesis, language learning, and performance. In P. Robinson (Ed.), Second language task complexity: Researching the cognition hypothesis of language learning and performance (pp. 3-37). John Benjamins. https://doi.org/10.1075/tblt.2 DOI: https://doi.org/10.1075/tblt.2

Schneider, W., & Shiffrin, R. M. (1977). Controlled and automatic human information processing: II. Detection, search, and attention. Psychological Review, 84(1), 1-66. https://doi.org/10.1037/0033-295X.84.1.1 DOI: https://doi.org/10.1037/0033-295X.84.1.1

Shin, J. (2020). A meta-analysis of the relationship between working memory and second language reading comprehension: Does task type matter? Applied Psycholinguistics, 41(4), 873-900. https://doi.org/10.1017/S0142716420000272 DOI: https://doi.org/10.1017/S0142716420000272

Skehan, P. (2002). Theorizing and updating aptitude. In P. Robinson (Ed.), Individual differences in instructed language learning (pp. 69-95). John Benjamins. https://doi.org/10.1075/lllt.2.06ske DOI: https://doi.org/10.1075/lllt.2.06ske

UCLES. (2001). Oxford quick placement test. Oxford University Press.

Vanderberg, R., & Swanson, H. L. (2007). Which components of working memory are important in the writing process? Reading and Writing, 20(7), 721-752. https://doi.org/10.1007/s11145-006-9046-6 DOI: https://doi.org/10.1007/s11145-006-9046-6

Vasylets, O., & Marín, J. (2021). The effects of working memory and L2 proficiency on L2 writing. Journal of Second Language Writing, 52. 100786. https://doi.org/10.1016/j.jslw.2020.100786 DOI: https://doi.org/10.1016/j.jslw.2020.100786

Vasylets, O., & Marín, J. (2022). Pen-and-paper versus computer-mediated writing modality as a new dimension of task complexity. Languages, 7(3), 195. https://doi.org/10.3390/languages7030195 DOI: https://doi.org/10.3390/languages7030195

Weigle, S. (2005). Second language writing expertise. In K. Johnson (Ed.), Expertise in second language learning and teaching (pp. 128-149). Palgrave Macmillan. https://doi.org/10.1057/9780230523470_7 DOI: https://doi.org/10.1057/9780230523470_7

Wen, Z. E., Biedroń, A., & Skehan, P. (2017). Foreign language aptitude theory: Yesterday, today and tomorrow. Language Teaching, 50(1), 1-31. https://doi.org/10.1017/S0261444816000276 DOI: https://doi.org/10.1017/S0261444816000276

Williams, J. (2015). Working memory in SLA research: Challenges and prospects. In Z. E. Wen, M. B. Mota, & A. McNeill (Eds.), Working memory in second language acquisition and processing (pp. 301-308). Multilingual Matters. https://doi.org/10.21832/9781783095735 DOI: https://doi.org/10.21832/9781783093595-021

Wilson, A. D., & Golonka, S. (2013). Embodied cognition is not what you think it is. Frontiers in Psychology, 4(58). https://doi.org/10.3389/fpsyg.2013.00058 DOI: https://doi.org/10.3389/fpsyg.2013.00058

Wolfe-Quintero, K., Inagaki, S., & Kim, H. Y. (1998). Second language development in writing: Measures of fluency, accuracy, & complexity. University of Hawai’i, Second Language Teaching & Curriculum Center.

Yang, Y., Sun, Y., Chang, P., & Li, Y. (2019). Exploring the relationship between language aptitude, vocabulary size, and EFL graduate students’ L2 writing performance. TESOL Quarterly, 53(3), 845-856. https://doi.org/10.1002/tesq.510 DOI: https://doi.org/10.1002/tesq.510

Zabihi, R. (2018). The role of cognitive and affective factors in measures of L2 writing. Writ-ten Communication, 35(1), 32-57. https://doi.org/10.1177/0741088317735836 DOI: https://doi.org/10.1177/0741088317735836

Zhi, M., & Huang, B. H. (2021). Investigating the authenticity of computerand paper-based ESL writing tests. Assessing Writing, 50(1), 100548. https://doi.org/10.1016/j.asw.2021.100548 DOI: https://doi.org/10.1016/j.asw.2021.100548