Article published In: Journal of Second Language Studies
Vol. 9:1 (2026) ► pp.140–170
The predictive role of motivational orientations in L2 writing task performance across proficiency levels
Published online: 14 November 2025
https://doi.org/10.1075/jsls.00059.tab
https://doi.org/10.1075/jsls.00059.tab
Abstract
This study investigates the predictive power of motivational orientations on second language (L2) writing task
performance across different proficiency levels. Drawing on the framework of motivational orientations, including Promotion,
Prevention, Assessment, and Locomotion, the research explores how these orientations predict various aspects of L2 writing, such
as syntactic complexity, accuracy, lexical complexity, and fluency (CALF). The study also examines the interaction between
motivational orientations and learners’ writing proficiency levels. To do so, 120 undergraduate English as a foreign language
(EFL) learners participated in this research, categorized into three proficiency groups (low, mid, and advanced) based on their
writing placement test scores. They completed a motivation questionnaire and performed an argumentative writing task. The essays
were then analyzed using CALF measures. Results revealed that Promotion positively predicted phrasal complexity and lexical
sophistication. Although Promotion was a positive predictor of overall syntactic complexity for the Upper Intermediate and
Advanced groups, it negatively predicted this metric for the Intermediate group. Prevention positively predicted accuracy,
particularly for the Intermediate group, while negatively predicting phrasal complexity and lexical diversity in lower proficiency
groups. Assessment positively predicted syntactic subordination, especially for Intermediate and Advanced learners, while
negatively predicting accuracy in the Advanced group. Finally, locomotion predicted fluency, especially for the Intermediate
learners, but negatively predicted accuracy in the Advanced group. These findings suggest that motivational orientations predict
L2 writing task performance, with varying effects depending on L2 learners’ writing proficiency levels.
Keywords: motivational orientations, task performance, L2 writing, CALF, TBLT
Article outline
- 1.Introduction
- 2.Literature review: Motivational orientations in SLA
- 2.1Regulatory focus theory in SLA
- 2.2Regulatory mode theory in SLA
- 2.3Motivation and L2 writing across proficiency levels
- 3.The current study
- 4.Method
- 4.1Participants and the learning context
- 4.2Instruments
- Writing task
- Questionnaires
- 4.3Data collection
- 4.4The CALF measurement
- 4.5Data analysis
- 5.Results
- 5.1Construct validity of motivation questionnaires
- Focus questionnaire
- Mode questionnaire
- 5.2Results of motivation orientations and CALF across Proficiency
- 5.2.1Syntactic complexity
- MLTU
- DC/T
- CN/T
- CN/C
- 5.2.2Accuracy
- EFC/C
- 5.2.3Lexical complexity
- Vocd
- WRDFRQmc
- 5.2.4Fluency
- WMP
- 5.2.1Syntactic complexity
- 5.1Construct validity of motivation questionnaires
- 6.Discussion
- 6.1Prediction of L2 written argumentative task performance by mode and focus motivational orientations regarding CALF metrics
- 6.2Variation in the predictive power of mode and focus motivational orientations by L2 learners’ proficiency levels
- 6.3Variation in written task performance regarding CALF metrics across L2 learners with different proficiency levels
- 7.Conclusion: Pedagogical implications, limitations, and future research directions
- The declaration of competing interests
- Data availability
References
References (83)
Abdi Tabari, M., Johnson, M. D., & Farahanynia, M. (2023). Automated
analysis of cohesive features in L2 writing: Examining effects of task complexity and task
repetition. Assessing
Writing, 581, 100783.
Abdi Tabari, M., & Golparvar, S. E. (2024). The
interplay of task repetition and task rehearsal in L2 written production across varied proficiency
levels. Language Teaching Research.
Abdi Tabari, M., Wang, Y., & Miller, M. (2024). Understanding
the SSARC model of task sequencing: Assessing L2 writing development. Assessing
Writing, 621, 100893.
Abdi Tabari, M., & Johnson, M. D. (2025). Rethinking
fluency in task-based L2 writing: A critical examination of product- and process-based
measures. Research Methods in Applied
Linguistics, 4(3), 100225.
Abdi Tabari, M., & Lee, H. (2025). Impact
of task repetition schedules and emotions on L2 writing performance profiles using latent transition
analysis. Assessing
Writing, 661, 100974.
Alamer, A. (2022). Basic
psychological needs, motivational orientations, effort, and vocabulary knowledge: A comprehensive
model. Studies in Second Language
Acquisition, 44(1), 164–184.
Alexopoulou, T., Michel, M., Murakami, A., & Meurers, D. (2017). Task
effects on linguistic complexity and accuracy: A large-scale learner corpus analysis employing natural language processing
techniques. Language
Learning, 67(S1), 180–208.
Bardovi-Harlig, K., & Bofman, T. (1989). Attainment
of syntactic and morphological accuracy by advanced language learners. Studies in second
language
acquisition, 11(1), 17–34.
Bland, J., & Lütge, C. (Eds.) (2012). Children’s
literature in second language education. Bloomsbury Academic.
Bostwick, D. T. (2010). The
relationship between background demographics and motivational orientation for learning of adult education students and their
career choices and educational aspirations [Unpublished doctoral
dissertation]. TUI University, Cypress, CA.
Cao, S., Zhong, L., & Wang, Ch. (2025). The
impact of student writing assessment literacy on psychological factors: An ordinal logistic regression
analysis. Computers and Society.
Chen, C. H., & Yang, Y. C. (2019). Revisiting the Effects of Project-Based Learning on Students’ Academic Achievement: A Meta-Analysis Investigating Moderators. Educational Research Review, 261, 71–81.
Cho, M. (2021). English
learners’ orientations towards complexity, accuracy, and fluency: learner factors and L2 writing
performance. Studies in English
Education, 26(4), 507–531.
Deane, P., Odendahl, N., Quinlan, T., Fowles, M., Welsh, C., & Bivens-Tatum, J. (2008). Cognitive
models of writing: Writing proficiency as a complex integrated skill. ETS Research Report
Series, 2008(2), i–36.
Dörnyei, Z. (2003). Attitudes,
orientations, and motivations in language learning: Advances in theory, research, and
applications. Language
learning, 531, 3–32.
(2017). Conceptualizing
learner characteristics in a complex, dynamic world. In L. Ortega & Z. Han (Eds.), Complexity
theory and language development: In celebration of Diane
Larsen–Freeman (pp. 79–96). Philadelphia, PA/Amsterdam: John Benjamins.
(2019). Task
motivation: What makes an L2 task engaging? In Z. (E.) Wen & M. J. Ahmadian (Eds.), Researching
L2 task performance and pedagogy: In honour of Peter
Skehan (pp. 53–66). John Benjamins.
Dörnyei, Z., & Skehan, P. (2003). Individual
differences in second language learning. In C. J. Doughty & M. H. Long (Eds.), The
handbook of second language
acquisition (pp. 589–630). Oxford, UK: Blackwell.
Ebn-Abbasi, F., Fattahi, N., Azari Noughabi, M., & Botes, E. (2024). The
strength of self and L2 willingness to communicate: The role of L2 grit, ideal L2 self, and language
mindset. System, 1231, 103334,
Eom, M., & Papi, M. (2022). Motivational
principles underlying linguistic characteristics of second language writing. Korean Journal of
English Language and
Linguistics, 221, 229–245.
Fathi, J., Pawlak, M., & Hejazi, S. Y. (2024). Exploring
the roles of ideal L2 writing self, growth L2 writing mindset, and L2 writing grit in L2 writing achievement among EFL
learners. Studies in Second Language
Acquisition, 1–29.
Fukuda, A. (2018). The
Japanese EFL learners’ self-regulated language learning and proficiency. Journal of Pan-Pacific
Association of Applied
Linguistics, 22 (1), 65–87.
Graesser, A. C., McNamara, D. S., Louwerse, M. M., & Cai, Z. (2004). Coh-Metrix:
Analysis of text on cohesion and language. Behavior Research Methods Instruments &
Computers, 36(2), 193–202.
Guo, Y., & Feng, T. (2015). The
mediating role of LPFC–vmPFC functional connectivity in the relation between regulatory mode and delay
discounting. Behavioural Brain
Research, 2921, 252–258.
Han, Y. & McDonough, K. (2018). Korean
L2 speakers’ regulatory focus and oral task performance. International Review of Applied
Linguistics in Language
Teaching, 56(2), 181–203.
Han, Y., & McDonough, K. (2019). Motivation
as individual differences and task conditions from a regulatory focus perspective: Their effects on L2 Korean speech
performance. Innovation in Language Learning and
Teaching, 15(1), 1–12.
Haws, K. L., Dholakia, U. M., & Bearden, W. O. (2010). An
assessment of chronic regulatory focus measures. Journal of Marketing
Research, 47(5), 967–982.
Hennebry-Leung, M., Tseng, W., & Gao, X. (Andy). (2023). Language learning
motivation, learner agency, and the medium of instruction. Psychology in the
Schools, 60(9), 3575–3591.
Higgins, E. T., Friedman, R. S., Hrlow, R. E., Idson, L. C., Ayduk, O. N., & Taylor, A. (2001). Achievement
orientations from subjective histories of success: Promotion pride versus prevention
pride. European Journal of Social
Psychology, 31(1), 3–23.
Hirvela, A. (2017). Argumentation
and second language writing: Are we missing the boat? Journal of Second Language
Writing, 361, 69–74.
Hulstijn, J. H. (2011). Language
proficiency in native and non-native speakers: An agenda for research and suggestions for second-language
assessment. Language Assessment
Quarterly, 81, 229–249.
(2012). The
construct of language proficiency in the study of bilingualism from a cognitive
perspective. Bilingualism: Language and
Cognition, 151, 422–433.
Hunt, K. W. (1965). Grammatical
structures written at three grade levels, National Council of Teachers of English Research Report No.
3. Illinois: National Council of Teachers of English.
(1970). Do
sentences in the second language grow like those in the first? TESOL
Quarterly, 4(3), 195.
Jiang, J., Bi, P., Xie, N., & Liu, H. (2023). Phraseological
complexity and low- and intermediate-level L2 learners’ writing quality. International Review
of Applied Linguistics in Language
Teaching, 61(3), 765–790.
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. 57–72). Erlbaum.
Kormos, J., & Wilby, J. (2019). Task
motivation. In M. Lamb, K. Csizér, A. Henry, & S. Ryan (Eds.), The
Palgrave handbook of motivation for language
learning (pp. 267–286). Springer International Publishing.
Kruglanski, A. W., Thompson, E. P., Higgins, E. T., Atash, M. N., Pierro, A., Shah, J. Y., & Spiegel, S. (2000). To
“do the right thing” or to “just do it:” Locomotion and assessment as distinct self-regulatory
imperatives. Journal of Personality and Social
Psychology, 79(5), 793–815.
Kuiken, F., & Vedder, I. (2019). Syntactic
complexity across proficiency and languages: L2 and L1 writing in Dutch, Italian, and
Spanish. International Journal of Applied
Linguistics, 29(2), 192–210.
Lahuerta, A. C. (2023). L2
writing: A comparison of upper intermediate and advanced EFL learners. European Journal of
Language and Literature
Studies, 9(2), 64–71.
Lamb, M. (2017). The
motivational dimension of language teaching. Language
Teaching, 50(3), 301–346.
Li, C., Wei, L., & Lu, X. (2024). Task
complexity and L2 writing performance of young learners: Contributions of cognitive and affective
factors. The Modern Language
Journal, 108(3), 741–770.
Li, S., Hiver, P., & Papi, M. (2022). Individual
differences in second language acquisition: Theory, research, and
practice. In The Routledge handbook of second language acquisition
and individual
differences (pp. 3–34). Routledge.
Lu, X. (2010). Automatic
analysis of syntactic complexity in second language writing. International Journal of Corpus
Linguistics, 15(4), 474–496.
Ma, Y., & Guo, W. Y. (2023). Exploring
the effect of learning motivation and self-regulated learning climate on undergraduates’ self-regulated learning in higher
education. International Journal on Social and Education
Sciences, 5(2), 354–366.
MacWhinney, B. (2000). The
CHILDES project: Tools for analyzing talk (3rd ed.). Lawrence Erlbaum Associates.
Malvern, D., Richards, B., Chipere, N., & Duran, P. (2004). Lexical
diversity and language development: Quantification and assessment. Palgrave Macmillan.
Nguyen, B. T. T. (2023). Using
online tools to help students elevate lexical range in English-as-a-Foreign-Language
writing. RELC Journal.
Noels, K. A. (2001). New
orientations in language learning motivation: Toward a contextual model of intrinsic, extrinsic, and integrative orientations
and motivation. In Z. Dörnyei & R. Schmidt (Eds.), Motivation
and second language
acquisition (pp. 43–68). Honolulu: University of Hawaii, Second Language Teaching & Curriculum Center.
Norris, J. M., Ortega, L. (2009). Towards
an organic approach to investigating CAF in instructed SLA: The case of complexity. Applied
Linguistics, 301, 555–578.
Ortega, L. (2015). Syntactic
complexity in L2 writing: Progress and expansion. Journal of Second Language
Writing, 291, 82–94.
Papi, M. (2016). Motivation
and learning interface: How regulatory fit affects incidental vocabulary learning and task
experience [Unpublished doctoral dissertation]. Michigan State University.
(2021). The
role of motivational and affective factors in L2 writing performance and written corrective feedback processing, and
use. In R. M. Manchon & C. Polio (Eds.), The
Routledge handbook of second language acquisition and
writing (pp. 152–165). Routledge.
Papi, M., Abdi Tabari, M., & Sato, M. (2024). The
importance of seeking feedback for benefiting from feedback: A case of second language
writing. The Modern Language
Journal, 108(2), 489–512.
Papi, M., Eom, M., Zhang, Y., Zhou, Y., & Whiteside, Z. (2023). Motivational
dispositions predict qualitative differences in oral task performance. Studies in Second
Language
Acquisition, 45(5), 1261–1286.
Papi, M., & Khajavy, G. H. (2021). Motivational
mechanisms underlying second language achievement: A regulatory focus perspective. Language
Learning, 71(2), 537–572.
Pawlak, M. (2014). Error
correction in the foreign language classroom: Reconsidering the
issues. Springer.
Phuoc, V. D., & Barrot, J. S. (2022). Complexity,
accuracy, and fluency in L2 writing across proficiency levels: A matter of L1
background? Assessing
Writing, 541, 100673.
Pierro, A., Giacomantonio, M., Pica, G., Kruglanski, A. W., & Higgins, E. T. (2011). On
the psychology of time in action: Regulatory mode orientations and procrastination. Journal of
Personality and Social
Psychology, 101(6), 1317–1331.
Polio, C., & Shea, M. C. (2014). An
investigation into current measures of linguistic accuracy in second language writing
research. Journal of Second Language
Writing, 261, 10–27.
Roca de Larios, J., Manchón, R., Murphy, L., & Marín, J. (2008). The
foreign language writer’s strategic behaviour in the allocation of time to writing
processes. Journal of Second Language
Writing, 171, 30–47.
Schmitt, N. (2019). Understanding
vocabulary acquisition, instruction, and assessment: A research agenda. Language
Teaching, 52(2), 261–274.
Skehan, P. (2011). Researching
tasks: Performance, assessment, and
pedagogy. Shanghai: Shanghai Foreign Language Education Press.
Teimouri, Y., Papi, M., & Tahmouresi, S. (2022). Individual
differences in how language learners pursue goals. Studies in Second Language
Acquisition, 44(3), 633–658.
Trofimovich, P., Isaacs, T., Kennedy, S., Saito, K., & Crowther, D. (2016). Flawed
self-assessment: Investigating self-and other-perception of second language
speech. Bilingualism: Language and
Cognition, 19(1), 122–140.
Wang, Y., Xu, J., Li, H., & Qi, J. (2024). The
impact of future L2 selves and positive emotions on self-regulated writing strategies: A mixed-method
approach. Language Teaching
Research, 0(0).
Wang, K., Zhang, L. J., & Cooper, M. (2025). Taking
stock of metacognitive strategies and collaborative writing for EFL learners’ writing
development. Journal of Second Language
Writing, 681, 101211.
Weigle, S. (2014). Consideration for teaching second language writing. In M. Celce-Murcia, D. Brinton, & M. Show (Eds.), Teaching English as a second or foreign language (pp. 222–237). Independence, KY: Heinle Cengage Learning.
Wu, S., & Li, Z. (2024). How semantic prosody is acquired in novel word learning: Evidence from the “Double-Date Tree” effect. Acta Psychologica Sinica, 56(5), 531–541.
Yang, M. (2024). Fostering
EFL university students’ motivation and self-regulated learning in writing: A socio-constructivist
approach. System, 1241, 103386,
Yang, Y. T. C., & Gamble, J. (2013). Effective
and practical critical thinking-enhanced EFL instruction. ELT
Journal, 67(4), 398–412.
Yang, C., & Zhang, L. J. (2023). Think-aloud
protocols in second language writing: A mixed-methods study of their reactivity and
veridicality. Springer Nature.
Yin, X., Saad, M. R. B. M., & Halim, H. B. A. (2023). A
systematic review of critical thinking instructional pedagogies in EFL writing: What do we know from a decade of
research? Thinking Skills and
Creativity, 491, 101363.
Yu, S., Jiang, L., & Zhou, N. (2023). The
impact of L2 writing instructional approaches on student writing motivation and
engagement. Language Teaching
Research, 27(4), 958–973.
Zare, J. & Aqajani Delavar, K. (2024). Enhancing
English learning materials with data-driven learning: A mixed-methods study of task
motivation. Journal of Multilingual and Multicultural
Development, 45(9): 4011–4027.
Zare, J., Al-Issa, A., & Ranjbaran Madiseh, F. (2025). Interacting
with ChatGPT in essay writing: A study of L2 learners’ task
motivation. ReCALL, 37(3), 385–402.
Zhang, Y., & Papi, M. (2021). Motivation
and second language pragmatics: A regulatory focus perspective. Frontiers in
Psychology, 121.
