Emotions across the essay: What second-language writers feel across four weeks' writing a research essay
DOI:
https://doi.org/10.33919/esnbu.19.1.6Keywords:
academic achievement, academic emotions, second-language writing, essay-writing, Appraisal analysis, subjective attitudesAbstract
Pekrun's (2000, 2006) questionnaire-based model of academic emotions is widely used. However, Appraisal analysis of qualitative data offers richer detail. This study used Appraisal analysis to assess the subjective attitudes realised by students across four weeks during which they wrote an essay. Results indicate that judgments and appreciations were nearly as frequently-realised as emotions, and the distribution and attitudinal profile differed in all 4 weeks of the task. Positive and negative realisations of capacity, quality, impact and complexity resembled a typical U-shaped learning curve. Polarity suggested that week 3 was the most difficult for participants, and negative emotional dispositions increased across the task where negative surges peaked in weeks 2 and 3. This study highlights the value of Appraisal analysis in detailing the subjective attitudes evoked by academic emotions. It suggests that emotion-focused questionnaires exclude relevant content, concluding for a small set of emotions before sufficient study has been undertaken.
References
Ainley, M. (2007). Being and feeling interested: Transient state, mood, and disposition. In Schutz, P. A. & Pekrun, R. (Eds.) Emotion in education (pp. 147-163). Academic Press. https://doi.org/10.1016/B978-012372545-5/50010-1
Argamon, S., Bloom, K., Esuil, A. & Sebastiani, F. (2007). Automatically determining attitude type and force for sentiment analysis. Proceedings of the 3rd language and technology conference (LTC'07), Poznan, PL, 369-373.
Bednarek, M. (2009). Dimensions of evaluation: Cognitive and linguistic perspectives. Pragmatics & Cognition, 17(10), 146-175. https://doi.org/10.1075/pc.17.1.05bed
Biber, D. (2006). Stance in spoken and written university registers. Journal of English for Academic Purposes, 5(2), 97–116. https://doi.org/10.1016/j.jeap.2006.05.001
Brinton, L. (2008). The comment clause in English. Cambridge University Press. https://doi.org/10.1017/CBO9780511551789
Case, J., & Moelius, S. (2007). U-shaped, iterative, and iterative-with-counter learning. Machine Learning, 72(1-2), 172-186. https://doi.org/10.1007/978-3-540-72927-3_14
Craig, S., D'Mello, S., Witherspoon, A., & Graesser, A. (2008). Emote aloud during learning with AutoTutor: Applying the Facial Action Coding System to cognitive–affective states during learning. Cognition and Emotion, 22(5), 777-788. https://doi.org/10.1080/02699930701516759
Graesser, A. C., & D’Mello, S. (2012). Emotions during the learning of difficult material. In B. H. Ross, (Ed.), Psychology of learning and motivation, Volume 57 (pp. 183-225). Academic Press. https://doi.org/10.1016/B978-0-12-394293-7.00005-4
Elfenbein, H.A. & Ambady, N. (2002). On the universality and cultural specificity of emotion recognition: a meta-analysis. Psychological Bulletin, 128(2), 203-235. https://doi.org/10.1037/0033-2909.128.2.203
Ellsworth, P. (2013). Appraisal Theory: Old and new questions. Emotion Review 5(2), 125-131. https://doi.org/10.1177/1754073912463617
Fontaine, J., Scherer, K. & Soriano, C. (Eds.). (2013). Components of emotional meaning: A sourcebook. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780199592746.001.0001
Graff, G., & Birkenstein, C. (2010). They say/I say: The moves that matter in persuasive writing. Norton.
Halliday, M. (1985). Spoken and Written Language. Deakin University Press.
Halliday, M.A.K. & Matthiessen, C. (2004). An introduction to functional grammar. 3rd edition. Hodder Education.
Hunston, S., & Thompson, G. (2001). Evaluation in text: Authorial stance in the construction of discourse. Oxford University Press.
Linnenbrink-Garcia, L., & Pekrun, R. (2011). Students' emotions and academic engagement: Introduction to the special issue. Contemporary Educational Psychology, 36(1), 1-3. https://doi.org/10.1016/j.cedpsych.2010.11.004
Leech, G. N. (2014). The pragmatics of politeness. Oxford Studies in Sociolinguistics. Oxford University Press. https://doi.org/10.1093/acprof:oso/9780195341386.001.0001
Martin, J.R. & White, P.R.R. (2005). The Language of Evaluation; Appraisal in English. Palgrave Macmillan.
Martin, J.R. & Rose, D. (2008). Working with discourse: meaning beyond the clause. Continuum.
Moors, A., Ellsworth, P., Scherer, K. & Frijda, N. (2013). Appraisal theories of emotion: State of the art and future development. Emotion Review, 5(2), 119-124. https://doi.org/10.1177/1754073912468165
O'Donnell, M. (2008). Demonstration of the UAM CorpusTool for text and image annotation. Proceedings of the ACL-08: HLT Demo Session (Companion Volume). Columbus, Ohio, Association for Computational Linguistics, 13-16. https://doi.org/10.3115/1564144.1564148
Pang, B., Lee, L. & Vaithyanathan, S. (2002). Thumbs up?: Sentiment classification using machine earning techniques. EMNLP'02 Proceedings of the ACL-02 conference on empirical methods in natural language processing, 10, 79-86. https://doi.org/10.3115/1118693.1118704
Panther, K., (1999). The potentiality for actuality metonymy in English and Hungarian, In Panther, K., and Radden, G. (Eds.), Metonymy in language and thought (pp. 333-351), John Benjamins. https://doi.org/10.1075/hcp.4.19pan
Paulhaus, D. & Vazire, S. (2007). The self-report method. In Robins, R., Fraley, R. & Krueger, R. (Eds.) Handbook of research methods in personality psychology (pp. 224-239). Guildford Press.
Pekrun, R. (2000). A social-cognitive, control-value theory of achievement emotions. In J. Heckhausen (Ed.), Advances in psychology, 131. Motivational psychology of human development: Developing motivation and motivating development (pp. 143-163). Elsevier Science. https://doi.org/10.1016/S0166-4115(00)80010-2
Pekrun, R. (2006). The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational psychology review, 18(4), 315-341. https://doi.org/10.1007/s10648-006-9029-9
Pekrun, R. (2010). Academic emotions. In T. Urdan (Ed.), APA educational psychology handbook, Vol. 2. American Psychological Association.
Pekrun, R. (2016). Academic emotions. In Wentzel, K. & Milele, D. (Eds.) Handbook of motivation at school (pp. 120-144). Routledge. https://www.routledgehandbooks.com/doi/10.4324/9781315773384.ch7
Pekrun, R., Elliot, A. J., & Maier, M. A. (2006). Achievement goals and discrete achievement emotions: A theoretical model and prospective test. Journal of Educational Psychology, 98(1), 583-597. https://doi.org/10.1037/0022-0663.98.3.583
Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in students' selfregulated learning and achievement: A program of qualitative and quantitative research. Educational psychologist, 37(2), 91-105. https://doi.org/10.1207/S15326985EP3702_4
Polanyi, L. & Zaenen, A. (2006). Computing attitude and affect in text: Theory and applications. Springer.
Ramanathan, V., & Kaplan, R. (2000). Genres, authors, discourse communities: theory and application for L1 and L2 writing instructors. Journal of Second Language Writing, 9(2), 171-191. https://doi.org/10.1016/S1060-3743(00)00021-7
Scherer, K. R. (2000). Psychological models of emotion. The neuropsychology of emotion, 137(3), 137-162.
Scherer, K., Schoor, A., Johnstone, T. (eds) (2001). Appraisal processes in emotion: Theory, methods, research. Oxford University Press.
Subassic, P. & Huettner, A. (2001). Affect analysis of text using fuzzy semantic typing. IEEE Transactions on Fuzzy Systems, 9(4), 483-496. https://doi.org/10.1109/91.940962
Thompson, G., & Muntigl, P. (2008). Systemic functional linguistics: An interpersonal perspective. Handbook of interpersonal communication. Mouton de Gruyter, 107-132.
Wiebe, J., Wilson, T. & Cardie, C. (2005). Annotating expressions of opinions and emotions in language. Language Resources and Evaluation, 39(2-3), 165-210. https://doi.org/10.1007/s10579-005-7880-9
Weiner, B. (2007). Examining emotional diversity in the classroom: An attribution theorist considers the moral emotions. In Schutz, P., & Pekrun, R. (Eds.) Emotion in education (pp. 75-88). https://doi.org/10.1016/B978-012372545-5/50006-X
Wilson, T., Wiebe, J. & Hoffman, P. (2009). Recognizing contextual polarity: An exploration of features for phrase-level sentiment analysis. Computational Linguistics, 35(3), 399-433. https://doi.org/10.1162/coli.08-012-R1-06-90
Yang, C., Lin, K. & Chen, H. (2007). Building emotion lexicon from weblog corpora. Proceedings of the ACL 2007 demo and poster sessions. Prague, Czech Republic, 133-136. https://doi.org/10.3115/1557769.1557809
Zeidner, M. (2007). Chapter 10 - Test anxiety in educational contexts: Concepts, findings, and future directions. In Schutz, P. A. & Pekrun, R. (Eds.) Emotion in education (pp. 165-184). Academic Press. https://doi.org/10.1016/B978-012372545-5/50011-3
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2019 Christina A. DeCoursey, Aliaa N. Hamad
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.
All published articles in the ESNBU are licensed under the Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0). This license lets others remix, tweak, and build upon your work non-commercially, and although their new works must also acknowledge you and be non-commercial, they don't have to license their derivative works on the same terms.
In other words, under the CC BY-NC 4.0 license users are free to:
Share - copy and redistribute the material in any medium or format
Adapt - remix, transform, and build upon the material
Under the following terms:
Attribution (by) - All CC licenses require that others who use your work in any way must give you credit the way you request, but not in a way that suggests you endorse them or their use. If they want to use your work without giving you credit or for endorsement purposes, they must get your permission first.
NonCommercial (nc) - You let others copy, distribute, display, perform, and modify and use your work for any purpose other than commercially unless they get your permission first.
If the article is to be used for commercial purposes, we suggest authors be contacted by email.
If the law requires that the article be published in the public domain, authors will notify ESNBU at the time of submission, and in such cases the article shall be released under the Creative Commons 1 Public Domain Dedication waiver CC0 1.0 Universal.
Copyright
Copyright for articles published in ESNBU are retained by the authors, with first publication rights granted to the journal. Authors retain full publishing rights and are encouraged to upload their work to institutional repositories, social academic networking sites, etc. ESNBU is not responsible for subsequent uses of the work. It is the author's responsibility to bring an infringement action if so desired by the author.
Exceptions to copyright policy
Occasionally ESNBU may co-publish articles jointly with other publishers, and different licensing conditions may then apply.