By the Old Gods and the New: The Effect of the Congruence and Incongruence of Foreign Language Classroom Anxiety and Enjoyment on Self-Perceived Proficiency
BOTES, Elouise; Dewaele, Jean–Marc; GREIFF, Samuel
2022 • In Modern Language Journal, 106 (4), p. 784 - 797
foreign language classroom anxiety; foreign language enjoyment; polynomial regression; response surface analysis; self-perceived proficiency; Language and Linguistics; Linguistics and Language
Abstract :
[en] Emotions in foreign language (FL) learning have become an increasingly popular research avenue in applied linguistics. Such research is often carried out using linear correlational or regression methods, which are limited in the extent to which they can depict interrelations. In this study, we aimed to reexamine the relationships between the emotion variables of foreign language classroom anxiety (FLCA) and foreign language enjoyment (FLE) and the outcome variable of self-perceived proficiency (SPP) through nonlinear methods. Specifically, we examined how different levels of FLCA and FLE influenced SPP in concert in a sample of N = 1,039 FL learners by utilizing polynomial regression with response surface analysis. The nonlinear method generated a response model that visually depicted a complex SPP pattern as a result of differing levels of FLCA and FLE. This three-dimensional model provides considerable insight into the interaction of positive and negative emotions above and beyond what could be derived from “classical” methods of correlation and linear regression.
Disciplines :
Education & instruction
Author, co-author :
BOTES, Elouise ; University of Luxembourg > Faculty of Humanities, Education and Social Sciences (FHSE) > Department of Behavioural and Cognitive Sciences (DBCS) > Cognitive Science and Assessment ; University of Vienna, Department of Developmental and Educational Psychology, Vienna, Austria
Dewaele, Jean–Marc ; Birkbeck, University of London, Department of Languages, Cultures, and Applied Linguistics, London, United Kingdom
By the Old Gods and the New: The Effect of the Congruence and Incongruence of Foreign Language Classroom Anxiety and Enjoyment on Self-Perceived Proficiency
Allen, L. K., Crossley, S. A., Snow, E. L., & McNamara, D. S. (2014). L2 writing practice: Game enjoyment as a key to engagement. Language Learning & Technology, 18, 124–150.
Ariza, E. N. (2002). Resurrecting “old” language learning methods to reduce anxiety for new language learners: Community language learning to the rescue. Bilingual Research Journal, 26, 717–728. https://doi.org/10.1080/15235882.2002.10162586
Bartels, J. M. (2007). Dispositional positive and negative affect and approach–avoidance achievement motivation. Individual Differences Research, 5, 246–259.
Botes, E., Dewaele, J.-M., & Greiff, S. (2020a). The power to improve: Effects of multilingualism and perceived proficiency on enjoyment and anxiety in foreign language learning. European Journal of Applied Linguistics. 8, 279–306. https://doi.org/10.1515/eujal-2020-0003
Botes, E., Dewaele, J.–M., & Greiff, S. (2020b). The foreign language classroom anxiety scale and academic achievement: An overview of the prevailing literature and a meta-analysis. Journal for the Psychology of Language Learning, 2, 26–56. https://www.iapll.com/jpll2-botes-dewaele-greiff
Botes, E., Dewaele, J.–M., & Greiff, S. (2021). The development and validation of the Short-Form Foreign Language Enjoyment Scale. Modern Language Journal, 105, 858–876. https://doi.org/10.1111/modl.12741
Botes, E., van der Westhuizen, L., Dewaele, J.–M., MacIntyre, P., & Greiff, S. (2022). Validating the short-form foreign language classroom anxiety scale. Applied Linguistics. https://doi.org/10.1093/applin/amac018
Brainerd, C. J., Stein, L. M., Silveira, R. A., Rohenkohl, G., & Reyna, V. F. (2008). How does negative emotion cause false memories? Psychological Science, 19, 919–925. https://doi.org/10.1111/2Fj.1467-9280.2008.02177.x
Chin, E. C. H., Williams, M. W., Taylor, J. E., & Harvey, S. T. (2017). The influence of negative affect on test anxiety and academic performance: An examination of the tripartite model of emotions. Learning and Individual Differences, 54, 1–8. https://doi.org/10.1016/j.lindif.2017.01.002
Chopik, W. J., & Motyl, M. (2016). Ideological fit enhances interpersonal orientations. Social Psychological and Personality Science, 7, 759–768. https://doi.org/10.1177/1948550616658096
Cohen, A., Nahum-Shani, I., & Doveh, E. (2010). Further insight and additional inference methods for polynomial regression applied to the analysis of congruence. Multivariate Behavioral Research, 45, 828–852. https://doi.org/10.1080/00273171.2010.519272
Dewaele, J.-M. (2010). Multilingualism and affordances: Variation in self-perceived communicative competence and communicative anxiety in French L1, L2, L3 and L4. International Review of Applied Linguistics in Language Teaching, 48, 105–129. https://doi.org/10.1515/iral.2010.006
Dewaele, J.–M. (2021). Research on emotions in second language acquisition: Reflections on its birth and unexpected growth. In A. Al–Hoorie & F. Szabo (Eds.), Researching language learning motivation: A concise guide (pp. 125–134). Bloomsbury.
Dewaele, J.–M., & Alfawzan, M. (2018). Does the effect of enjoyment outweigh that of anxiety in foreign language performance? Studies in Second Language Learning and Teaching, 8, 21–45. https://doi.org/10.14746/ssllt.2018.8.1.2
Dewaele, J.–M., Chen, X., Padilla, A. M., & Lake, J. (2019). The flowering of positive psychology in foreign/second language teaching and acquisition research. Frontiers in Psychology, 10, 2128. https://doi.org/10.3389/fpsyg.2019.02128
Dewaele, J.–M., & Dewaele, L. (2017). The dynamic interactions in foreign language classroom anxiety and foreign language enjoyment of pupils aged 12 to 18: A pseudo-longitudinal investigation. Journal of the European Second Language Association, 1, 12–22. https://doi.org/10.22599/jesla.6
Dewaele, J.–M., & MacIntyre, P. D. (2014). The two faces of Janus? Anxiety and enjoyment in the foreign language classroom. Studies in Second Language Learning and Teaching, 4, 237–274. https://doi.org/10.14746/ssllt.2014.4.2.5
Dewaele, J.–M., & MacIntyre, P. D. (2016). Foreign language enjoyment and foreign language classroom anxiety. The right and left feet of FL learning? In P. D. MacIntyre, T. Gregersen, & S. Mercer (Eds.), Positive psychology in SLA (pp. 215–236). Multilingual Matters.
Dewaele, J.–M., MacIntyre, P. D., Boudreau, C., & Dewaele, L. (2016). Do girls have all the fun? Anxiety and enjoyment in the foreign language classroom. Theory and Practice of Second Language Acquisition, 2, 41–63. http://www.journals.us.edu.pl/index.php/TAPSLA/article/view/3941
Dewaele, J.–M., Özdemir, C., Karci, D., Uysal, S., Özdemir, E. D., & Balta, N. (2022). How distinctive is the foreign language enjoyment and foreign language classroom anxiety of Kazakh learners of Turkish? Applied Linguistics Review, 13, 243–265. https://doi.org/10.1515/applirev-2019-0021
Dolean, D. D. (2016). The effects of teaching songs during foreign language classes on students’ foreign language anxiety. Language Teaching Research, 20, 638–653. https://doi.org/10.1177/1362168815606151
Dörendahl, J., Niepel, C., & Greiff, S. (2020). Actually getting some satisfaction on the job: Need–supply fit of fundamental motives at work. Frontiers in Psychology, 11, 1740. https://doi.org/10.3389/fpsyg.2020.01740
Dupuy, B. C. (1997). Literature circles: An alternative framework for increasing intermediate FL students’ comprehension and enjoyment of texts in the target language. Mosaic: A Journal for Language Teachers, 5, 13–16.
Edwards, J. R. (1994). The study of congruence in organizational behavior research: Critique and a proposed alternative. Organizational Behavior and Human Decision Processes, 58, 51–100. https://doi.org/10.1006/obhd.1994.1029
Edwards, J. R. (2002). Alternatives to difference scores: Polynomial regression analysis and response surface methodology. In F. Drasgow & N. Schmitt (Eds.), Measuring and analyzing behavior in organizations: Advances in measurement and data analysis (pp. 350–400). Jossey-Bass.
Edwards, J. R. (2007). Polynomial regression and response surface methodology. In C. Ostroff & T. A. Judge (Eds.), Perspectives on organisational fit (pp. 361–372). Jossey-Bass.
Edwards, J. R. (2009). Latent variable modeling in congruence research: Current problems and future directions. Organizational Research Methods, 12, 34–62. https://doi.org/10.1177/1094428107308920
Edwards, J. R., & Cable, D. M. (2009). The value of value congruence. Journal of Applied Psychology, 94, 654–677. https://doi.org/10.1037/a0014891
Edwards, J. R., & Parry, M. E. (1993). On the use of polynomial regression equations as an alternative to difference scores in organizational research. Academy of Management Journal, 36, 1577–1613. https://doi.org/10.5465/256822
Fairclough, S. H., Tattersall, A. J., & Houston, K. (2006). Anxiety and performance in the British driving test. Transportation Research Part F: Traffic Psychology and Behaviour, 9, 43–52. https://doi.org/10.1016/j.trf.2005.08.004
Field, A. (2005). Discovering statistics using SPSS. SAGE.
Fredrickson, B. (2001). The role of positive emotions in positive psychology: The broaden-and-build theory of positive emotions. American Psychologist, 56, 218–226. https://psycnet.apa.org/doi/10.1037/0003-066X.56.3.218
Gkonou, C. (2017). Towards an ecological understanding of language anxiety. In C. Gkonou, M. Daubney, & J.–M. Dewaele (Eds.), New insights into language anxiety (pp. 136–156). Multilingual Matters.
Golonka, E. M., Bowles, A. R., Frank, V. M., Richardson, D. L., & Freynik, S. (2014). Technologies for foreign language learning: A review of technology types and their effectiveness. Computer Assisted Language Learning, 27, 70–105. https://doi.org/10.1080/09588221.2012.700315
Horwitz, E. K. (2010). Foreign and second language anxiety. Language Teaching, 43, 154–167. https://doi.org/10.1017/S026144480999036X
Horwitz, E. K. (2017). On the misreading of Horwitz, Horwitz and Cope (1986) and the need to balance anxiety research and the experiences of anxious language learners. In C. Gkonou, M. Daubney, & J.–M. Dewaele (Eds.), New insights into language anxiety (pp. 31–48). Multilingual Matters.
Horwitz, E. K., Horwitz, M. B., & Cope, J. (1986). Foreign language classroom anxiety. Modern Language Journal, 70, 125–132. https://doi.org/10.1111/j.1540-4781.1986.tb05256.x
Humberg, S., Nestler, S., & Back, M. D. (2019). Response surface analysis in personality and social psychology: Checklist and clarifications for the case of congruence hypotheses. Social Psychological and Personality Science, 10, 409–419. https://doi.org/10.1177/1948550618757600
Ilmarinen, V.–J., Lönnqvist, J.–E., & Paunonen, S. (2016). Similarity-attraction effects in friendship formation: Honest platoon-mates prefer each other but dishonest do not. Personality and Individual Differences, 92, 153–158. https://doi.org/10.1016/j.paid.2015.12.040
Jameson, M. M. (2014). Contextual factors related to math anxiety in second-grade children. The Journal of Experimental Education, 82, 518–536. https://doi.org/10.1080/00220973.2013.813367
Jiang, Y., & Dewaele, J.–M. (2019). How unique is the foreign language classroom enjoyment and anxiety of Chinese EFL learners? System, 82, 13–25. https://doi.org/10.1016/j.system.2019.02.017
Khajavy, G. H., MacIntyre, P. D., & Barabadi, E. (2018). Role of the emotions and classroom environment in willingness to communicate. Studies in Second Language Acquisition, 40, 605–624. https://doi.org/10.1017/S0272263117000304
Kondo, D. S., & Ying–Ling, Y. (2004). Strategies for coping with language anxiety: The case of students of English in Japan. ELT Journal, 58, 258–265. https://doi.org/10.1093/elt/58.3.258
Li, C., Dewaele, J.–M., & Jiang, G. (2020). The complex relationship between classroom emotions and EFL achievement in China. Applied Linguistics Review, 11, 485–510. https://doi.org/10.1515/applirev-2018-0043
Li, C., Jiang, G., & Dewaele, J.–M. (2018). Understanding Chinese high school students’ foreign language enjoyment: Validation of the Chinese version of the Foreign Language Enjoyment scale. System, 76, 183–196. https://doi.org/10.1016/j.system.2018.06.004
MacIntyre, P. D. (1992). Anxiety and language learning from a stages of processing perspective. (Unpublished doctoral dissertation). The University of Western Ontario, London, ON, Canada. https://ir.lib.uwo.ca/digitizedtheses/2155
MacIntyre, P. D. (1995). How does anxiety affect second language learning? A reply to Sparks and Ganschow. Modern Language Journal, 79, 90–99. https://doi.org/10.1111/j.1540-4781.1995.tb05418.x
MacIntyre, P. D. (2017). An overview of language anxiety research and trends in its development. In C. Gkonou, M. Daubney, & J.–M. Dewaele (Eds.), New insights into language anxiety: Theory, research and educational implications (pp. 11–30). Multilingual Matters.
MacIntyre, P. D., Gregersen, T., & Mercer, S. (2019). Setting an agenda for positive psychology in SLA: Theory, practice, and research. Modern Language Journal, 103, 262–274. https://doi.org/10.1111/modl.12544
Mierzwa, E. (2018). The relationship between foreign language enjoyment and gender among secondary grammar school students. The Journal of Education, Culture, and Society, 1, 117–135. https://doi.org/10.15503/jecs20182.117.135
Milatz, A., Lüftenegger, M., & Schober, B. (2015). Teachers’ relationship closeness with students as a resource for teacher wellbeing: A response surface analytical approach. Frontiers in Psychology, 6, 1949. https://doi.org/10.3389/fpsyg.2015.01949
Mughal, S., Walsh, J., & Wilding, J. (1996). Stress and work performance: The role of trait anxiety. Personality and Individual Differences, 20, 685–691. https://doi.org/10.1016/0191-8869(96)00025-6
Oxford, R. (2017). Teaching and researching language learning strategies: Self-regulation in context. Routledge.
Saito, Y., & Samimy, K. K. (1996). Foreign language anxiety and language performance: A study of learner anxiety in beginning, intermediate, and advanced-level college students of Japanese. Foreign Language Annals, 29, 239–249. https://doi.org/10.1111/j.1944-9720.1996.tb02330.x
Schönbrodt, F. D., & Humberg, S. (2018). RSA: An R package for response surface analysis (version 0.9.12). https://cran.r-project.org/package=RSA
Seligman, M. E. P., & Csikszentmihalyi, M. (2014). Positive psychology: An introduction. In M. Csikszentmihalyi (Ed.), Flow and the foundations of positive psychology: The collected works of Mihaly Csikszentmihalyi (pp. 279–298). Springer. https://doi.org/10.1007/978-94-017-9088-8_18
Shanock, L. R., Baran, B. E., Gentry, W. A., Pattison, S. C., & Heggestad, E. D. (2010). Polynomial regression with response surface analysis: A powerful approach for examining moderation and overcoming limitations of difference scores. Journal of Business and Psychology, 25, 543–554. https://doi.org/10.1007/s10869-010-9183-4
Spahn, C., Echternach, M., Zander, M. F., Voltmer, E., & Richter, B. (2010). Music performance anxiety in opera singers. Logopedics Phoniatrics Vocology, 35, 175–182. https://doi.org/10.3109/14015431003720600
Teimouri, Y., Goetze, J., & Plonsky, L. (2019). Second language anxiety and achievement: A meta-analysis. Studies in Second Language Acquisition, 41, 363–387. https://doi.org/10.1017/S0272263118000311
Thompson, A. S., & Khawaja, A. J. (2016). Foreign language anxiety in Turkey: The role of multilingualism. Journal of Multilingual and Multicultural Development, 37, 115–130. https://doi.org/10.1080/01434632.2015.1031136
Wei, H., Gao, K., & Wang, W. (2019). Understanding the relationship between grit and foreign language performance among middle school students: The roles of foreign language enjoyment and classroom environment. Frontiers in Psychology, 10, 1508. https://doi.org/10.3389/fpsyg.2019.01508
Young, D. J. (1991). Creating a low-anxiety classroom environment: What does language anxiety research suggest? Modern Language Journal, 75, 426–439. https://doi.org/10.2307/329492
Zhang, H., Dai, Y., & Wang, Y. (2020). Motivation and second foreign language proficiency: The mediating role of foreign language enjoyment. Sustainability, 12, 1302. https://doi.org/10.3390/su12041302