The Construct Validity and Measurement Invariance of the Teacher Emotion Questionnaire for Assessing EFL Teachers’ Emotions in the Classroom

نوع مقاله : مقالات علمی پژوهشی

نویسندگان
1 English Department, Damghan University, Damghan, Iran
2 Department of English and Linguistics, University of Kurdistan, Sanandaj, Iran
3 Department of English Language, School of Allied Medical Sciences, Shahid Beheshti University of Medical Sciences, Tehran, Iran
10.48311/LRR/lrr.2026.7151
چکیده
his study investigated the construct validity and measurement invariance of the Teacher Emotion Questionnaire to introduce a valid and reliable instrument for assessing English-as-a-foreign-language (EFL) teachers’ emotions inside the classroom. Second language (L2) teacher emotions have been largely neglected, despite the fact that Educational Psychology has long recognized and researched the role of teacher emotions in different aspects of teaching and learning. To bridge this gap, the current study had 208 Iranian EFL teachers in private language institutes fill out the Teacher Emotion Questionnaire (TEQ), which assessed six emotions teachers experience in their classroom, i.e., Joy, Pride, Love, Anger, Fatigue/Exhaustion, and Hopelessness. The preliminary analysis of the data showed that six items from the TEQ had a factor loading below the minimum recommended level of 0.3, meaning that they contributed to the total variance in the participants’ score less than expected. The collected data were then submitted to confirmatory factor analysis (CFA) for the purpose of construct validation and establishment of the factorial structure of the TEQ. The CFA results indicated that the hypothesized six-factor analysis had more favorable goodness-of-fit indices than both a one-factor structure and a two-factor structure (e.g., positive versus negative emotions). Multilevel CFA revealed that the tested six-factor structure of the TEQ was invariant across male and female EFL teachers. The implications for the use of TEQ in EFL teaching contexts are discussed, and some suggestions are proposed for further validation of the TEQ in language teaching contexts.

کلیدواژه‌ها

موضوعات


Acheson, K., Taylor, J., & Luna, K. (2016). The burnout spiral: The emotion labor of five rural US foreign language teachers. The Modern Language Journal100(2), 522537. https://doi.org/10.1111/modl.12333
Aldridge, J. M., Fraser, B. J., & Huang, T. C. I. (1999). Investigating classroom environments in Taiwan and Australia with multiple research methods. The Journal of Educational Research93(1), 4862. https://doi.org/10.1080/00220679909597628
Atay, D. (2007). Beginning teacher efficacy and the practicum in an EFL context. Teacher Development, 11(2), 203–219. https://doi.org/10.1080/13664530701414720
Aydin, S. (2016). A qualitative research on foreign language teaching anxiety. The Qualitative Report21(4), 629642. https://doi.org/10.46743/2160-3715/2016.2232
Bandura, A. (1977). Self-efficacy: Toward a unifying theory of behavioral change. Psychological Review, 84(2), 191–215. https://doi.org/10.1037/0033-295X.84.2.191
Benesch, S. (2017). Emotions and English language teaching: Exploring teachers’ emotion labor. Routledge. https://doi.org/10.4324/9781315736181
Brown, T. A. (2006). Confirmatory factor analysis for applied research. Guilford Press.
Burić, I., Slišković, A., & Macuka, I. (2018). A mixed-method approach to the assessment of teachers’ emotions: development and validation of the Teacher Emotion Questionnaire. Educational Psychology38(3), 325349. https://doi.org/10.1080/01443410.2017.1382682
Byrne, B. (2012). Structural equation modeling With Mplus. Routledge. https://doi.org/10.4324/9780203807644
Chen, J. (2016). Understanding teacher emotions: The development of a teacher emotion inventory. Teaching and Teacher Education, 55, 6877. https://doi.org/10.1016/j.tate.2016.01.001
Cheung, G. W., & Rensvold, R. B. (2002). Evaluating goodness-of-fit indexes for testing measurement invariance. Structural Equation Modeling: A Multidisciplinary Journal, 9(2), 233255. https://doi.org/10.1207/S15328007SEM0902_5
Clonan, S. M., Chafouleas, S. M., McDougal, J. L., & Riley‐Tillman, T. C. (2004). Positive psychology goes to school: Are we there yet? Psychology in the Schools41(1), 101110. https://doi.org/10.1002/pits.10142
Cowie, N. (2011). Emotions that experienced English as a Foreign Language (EFL) teachers feel about their students, their colleagues and their work. Teaching and Teacher Education, 27(1), 235242. https://doi.org/10.1016/j.tate.2010.08.006
Debreli, E., & Ishanova, I. (2019). Foreign language classroom management: Types of student misbehaviour and strategies adapted by the teachers in handling disruptive behaviour. Cogent Education6(1). https://doi.org/10.1080/2331186X.2019.1648629
De Costa, P. I., & Li, W., Rawal, H. (2019).  Language teacher emotions. In M. A. Peters (ed.), Springer Encyclopedia of teacher education (pp. 1–4). Springer. https://doi.org/10.1007/978-981-13-1179-6_262-1
De Costa, P. I., Rawal, H., & Li, W. (2018). Broadening the second language teacher education agenda: international perspectives on teacher emotions. Chinese Journal of Applied Linguistics41(4), 401409. https://doi.org/10.1515/cjal-2018-0030
Derakhshan, A. (2022). Revisiting research on positive psychology in second and foreign language education: Trends and directions. Language Related Research, 13(5), 1–43. https://doi.org/10.52547/LRR.13.5.2
Derakhshan, A., Fathi, J., Pawlak, M., & Kruk, M. (2024). Classroom social climate, growth language mindset, and student engagement: the mediating role of boredom in learning English as a foreign language. Journal of Multilingual and Multicultural Development, 45(8), 34153433. https://doi.org/10.1080/01434632.2022.2099407
Derakhshan, A., Solhi, M., & Azari Noughabi, M. (2025). An investigation into the association between student-perceived affective teacher variables and students’ L2-grit. Journal of Multilingual and Multicultural Development, 46(3), 798814. https://doi.org/10.1080/01434632.2023.2212644
Derakhshan, A., & Zare, J. (2023). The impact of altruistic teaching on English as a foreign language (EFL) learners’ emotion regulation: an intervention study. Brain Sciences13(3), 458. https://doi.org/10.3390/brainsci13030458
 
Dewaele, J. M., & Li, C. (2021). Teacher enthusiasm and students’ social-behavioral learning engagement: The mediating role of student enjoyment and boredom in Chinese EFL classes. Language Teaching Research25(6), 922945. https://doi.org/10.1177/13621688211014538
Dewaele, J. M., & Wu, A. (2021). Predicting the emotional labor strategies of Chinese English Foreign Language teachers. System, 103, 102660. https://doi.org/10.1016/j.system.2021.102660
Dörnyei, Z. (2003). Questionnaire in second language research: Construction, administering, and processing. Routledge.
Elsner, D., & Lohe, V. (Eds.) (2016). Gender and language learning. Research and practice. Narr Francke Attempto.
Ergün, A. L. P., & Dewaele, J. M. (2021). Do well-being and resilience predict the foreign language teaching enjoyment of teachers of Italian? System, 99, 102506. https://doi.org/10.1016/j.system.2021.102506
Esfandiari, R., & Kamali, M. (2016). On the relationship between job satisfaction, teacher burnout, and teacher autonomy. Iranian Journal of Applied Language Studies, 8(2), 7398.
Fathi, J., Derakhshan, A., & Saharkhiz Arabani, A. (2020). Investigating a structural model of self-efficacy, collective efficacy, and psychological well-being among Iranian EFL teachers. Iranian Journal of Applied Language Studies12(1), 123150.
Fathi, J., Greenier, V., & Derakhshan, A. (2021). Self-efficacy, reflection, and burnout among Iranian EFL teachers: the mediating role of emotion regulation. Iranian Journal of Language Teaching Research9(2), 13–37.
Fathi, J., Pawlak, M., Kruk, M., & Naderi, M. (2023). Modelling boredom in the EFL context: An investigation of the role of coping self-efficacy, mindfulness, and foreign language enjoyment. Language Teaching Research, 13621688231182176. https://doi.org/10.1177/13621688231182176
Fraser, B. J. (2012). Classroom learning environments: Retrospect, context and prospect. In B. J. Fraser, K. G. Tobin, & C. J. McRobbie (Eds.), Second international handbook of science education (pp. 1191–1239). Springer. https://doi.org/10.1007/978-1-4020-9041-7_79
Frenzel, A. C., Daniels, L., & Burić, I. (2021). Teacher emotions in the classroom and their implications for students. Educational Psychologist, 115. https://doi.org/10.1080/00461520.2021.1985501
Frenzel, A. C., Pekrun, R., Goetz, T., Daniels, L. M., Durksen, T. L., Becker-Kurz, B., & Klassen, R. M. (2016). Measuring teachers’ enjoyment, anger, and anxiety: The Teacher Emotions Scales (TES). Contemporary Educational Psychology46, 148163. https://doi.org/10.1016/j.cedpsych.2016.05.003
Gabryś-Barker, D. (2014). Success: From failure to failure with enthusiasm. Studies in Second Language Learning and Teaching4(2), 301325. https://doi.org/10.14746/ssllt.2014.4.2.7
Ghanizadeh, A., & Royaei, N. (2015). Emotional facet of language teaching: Emotion regulation and emotional labor strategies as predictors of teacher burnout. International Journal of Pedagogies and Learning10(2), 139150. https://doi.org/10.1080/22040552.2015.1113847
Ghasemzadeh, S., Nemati, M., & Fathi, J. (2019). Teacher self-efficacy and reflection as predictors of teacher burnout: An investigation of Iranian English language teachers. Issues in Language Teaching8(2), 2550. https://dx.doi.org/10.22054/ilt.2020.49009.451
Gkonou, C., Dewaele, J. M., & King, J. (Eds.) (2020). The emotional rollercoaster of language teaching. Multilingual Matters. https://doi.org/10.21832/GKONOU8335
González, A., Fernández, M. V. C., & Paoloni, P. V. (2017). Hope and anxiety in physics class: Exploring their motivational antecedents and influence on metacognition and performance. Journal of Research in Science Teaching54(5), 558585. https://doi.org/10.1002/tea.21377
Greenier, V., Derakhshan, A., & Fathi, J. (2021). Emotion regulation and psychological well-being in teacher work engagement: a case of British and Iranian English language teachers. System97, 102446. https://doi.org/10.1016/j.system.2020.102446
Hammersley, M. (1997). Qualitative data archiving: some reflections on its prospects and problems. Sociology31(1), 131142. https://doi.org/10.1177/0038038597031001010
Heydarnejad, T., Zareian, G., Ghaniabadi, S., & Adel, S. M. R. (2021). Measuring language teacher emotion regulation: Development and validation of the language teacher emotion regulation inventory at workplace (LTERI). Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.708888
Hodgen, J., & Askew, M. (2007). Emotion, identity and teacher learning: Becoming a primary mathematics teacher. Oxford Review of Education33(4), 469487. https://doi.org/10.1080/03054980701451090
Horwitz, E. K. (1996). Even teachers get the blues: Recognizing and alleviating language teachers' feelings of foreign language anxiety. Foreign Language Annals29(3), 365372. https://doi.org/10.1111/j.1944-9720.1996.tb01248.x
Horwitz, E. K. (2001). Language anxiety and achievement. Annual Review of Applied Linguistics21, 112126. https://doi.org/10.1017/S0267190501000071
Horwitz, E. K. (2005). Classroom management for teachers of Japanese and other foreign languages. Foreign Language Annals38(1), 5664. https://doi.org/10.1111/j.1944-9720.2005.tb02453.x
Horwitz, E. K. (2008). Becoming a language teacher: A practical guide to second language learning and teaching. Allyn and Bacon.
Horwitz, E. K., Horwitz, M. B., & Cope, J. (1986). Foreign language classroom anxiety. The Modern Language Journal70(2), 125132. https://doi.org/10.1111/j.1540-4781.1986.tb05256.x
Izard, C. E. (1992). Basic emotions, relations among emotions, and emotion-cognition relations. Psychological Review, 99(3), 561–565. https://doi.org/10.1037/0033-295X.99.3.561
Kang, D. M. (2022). An elementary school EFL teacher’s emotional intelligence and emotional labor. Journal of Language, Identity & Education, 21(1), 114. https://doi.org/10.1080/15348458.2020.1777867
Karami, H., Mozaffari, F., & Nourzadeh, S. (2021). Examining the psychometric features of the Teacher’s Sense of Efficacy Scale in the English-as-a-foreign-language teaching context. Current Psychology, 40(6), 26802697. https://doi.org/10.1007/s12144-019-00203-2
Khammat, A. H. (2022). Investigating the relationships of Iraqi EFL teachers’ emotion regulation, resilience and psychological well-being. Language Related Research, 13(5), 613–640. https://doi.org/10.52547/LRR.13.5.22
Khani, R., & Mirzaee, A. (2015). How do self-efficacy, contextual variables and stressors affect teacher burnout in an EFL context? Educational Psychology35(1), 93109. https://doi.org/10.1080/01443410.2014.981510
King, J., & Ng, K.-Y. S. (2018). Teacher emotions and the emotional labour of second language teaching. In S. Mercer & A. Kostoulas (Eds.), Language teacher psychology (pp. 141–157). Multilingual Matters. https://doi.org/10.21832/9781783099467-013
Kirk, B. A., Schutte, N. S., & Hine, D. W. (2008). Development and preliminary validation of an emotional self-efficacy scale. Personality and Individual Differences, 45(5), 432436. https://doi.org/10.1016/j.paid.2008.06.010
Lee, M., & Van Vlack, S. (2018). Teachers’ emotional labour, discrete emotions, and classroom management self-efficacy. Educational Psychology38(5), 669686. https://doi.org/10.1080/01443410.2017.1399199
Li, H., & Liu, H. (2021). Beginning EFL teachers' emotional labor strategies in the Chinese context. Frontiers in Psychology, 12. https://doi.org/10.3389/fpsyg.2021.737746
Liu, L., Fathi, J., Allahveysi, S. P., & Kamran, K. (2023). A model of teachers’ growth mindset, teaching enjoyment, work engagement, and teacher grit among EFL teachers. Frontiers in Psychology14, 1137357. https://doi.org/10.3389/fpsyg.2023.1137357
Machida, T. (2016). Japanese elementary school teachers and English language anxiety. TESOL Journal7(1), 4066. https://doi.org/10.1002/tesj.189
Machida, T., & Walsh, D. J. (2015). Implementing EFL policy reform in elementary schools in Japan: A case study. Current Issues in Language Planning16(3), 221237. https://doi.org/10.1080/14664208.2015.970728
Markee, N. (2017). Are replication studies possible in qualitative second/foreign language classroom research? A call for comparative re-production research. Language Teaching50(3), 367383. https://doi.org/10.1017/S0261444815000099
Martínez Agudo, J. (2018). Introduction and overview. In J. Martínez Agudo (Ed.), Emotions in second language teaching: Theory, research and teacher education (pp. 1–16). Springer. https://doi.org/10.1007/978-3-319-75438-3_1
Mashhady, H. (2013). Toward an analysis of the bond between emotional intelligence and self-efficacy among EFL teachers. Journal of English Language Teaching and Learning, 5(11), 107125.
Maslach, C., & Jackson, S. E. (1981). The measurement of experienced burnout. Journal of Organizational Behavior2(2), 99113. https://doi.org/10.1002/job.4030020205
Meidani, E. N., Pishghadam, R., & Shakeebaee, G. (2021). The role of time perspectives in Language Teachers’ Burnout. Current Psychology, 40(10), 51455155. https://doi.org/10.1007/s12144-019-00456-x
Merc, A. (2015). Foreign language teaching anxiety and self-efficacy beliefs of Turkish preservice EFL teachers. The International Journal of Research in Teacher Education, 6(3), 40–58.
Mierzwa, E. (2019). Foreign language learning and teaching enjoyment: teachers’ perspectives. Journal of Education Culture and Society10(2), 170188. https://doi.org/10.15503/jecs20192.170.188
Mirshojaee, S. B., Sahragard, R., Razmjoo, S. A., & Ahmadi, A. (2019). Iranian language teachers’ passion for the profession: A qualitative study. Journal of Research in Applied Linguistics10(2), 4469.
Moafian, F., & Ghanizadeh, A. (2009). The relationship between Iranian EFL teachers’ emotional intelligence and their self-efficacy in Language Institutes. System37(4), 708718. https://doi.org/10.1016/j.system.2009.09.014
Momenzadeh, S. E., Pishghadam, R., & Naji Meidani, E. (2023). Examining the role of active/passive motivation in EFL teachers’ burnout and efficacy. Language Related Research,14(1), 1–33. https://doi.org/10.29252/LRR.14.1.1
Moradkhani, S., Raygan, A., & Moein, M. S. (2017). Iranian EFL teachers' reflective practices and self-efficacy: Exploring possible relationships. System, 65, 1–14. https://doi.org/10.1016/j.system.2016.12.011
Morris, S., & King, J. (2018). Teacher frustration and emotion regulation in university language teaching. Chinese Journal of Applied Linguistics41(4), 433452. https://doi.org/10.1515/cjal-2018-0032
Moskowitz, S., & Dewaele, J. M. (2021). Is teacher happiness contagious? A study of the link between perceptions of language teacher happiness and student attitudes. Innovation in Language Learning and Teaching15(2), 117130. https://doi.org/10.1080/17501229.2019.1707205
Nalipay, M. J. N., King, R. B., Frondozo, C. E., & Mordeno, I. G. (2021). Joyful teachers: How enjoyment and psychological empowerment foster teachers’ work engagement. In J. Chen, & R. B. King (Eds.), Emotions in learning, teaching, and leadership: Asian perspectives (pp. 111126). Routledge. https://doi.org/10.4324/9780429353581-8
Nayernia, A., & Babayan, Z. (2019). EFL teacher burnout and self-assessed language proficiency: Exploring possible relationships. Language Testing in Asia9(1), 116. https://doi.org/10.1186/s40468-019-0079-6
Pavlenko, A., & Piller, I. (2008). Language education and gender. In S. May & N. H. Hornberger (Eds.), Encyclopedia of language and education. Volume 1: Language policy and political issues in education (pp. 57–69). Springer. https://doi.org/10.1007/978-0-387-30424-3_5
Pekrun, R., Goetz, R., & Perry, R. P. (2005). Academic Achievement Emotions Questionnaire (AEQ). User’s manual. Department of Psychology, University of Munich.
Pishghadam, R., Zabihi, R., & Shayesteh, S. (2014). The perception–practicum interface revisited: life-wise language teaching perceptions and teacher burnout. The Asia-Pacific Education Researcher23(2), 287297. https://doi.org/10.1007/s40299-013-0104-y
Queirós, A., Faria, D., & Almeida, F. (2017). Strengths and limitations of qualitative and quantitative research methods. European Journal of Education Studies, 3(9), 369–387.
Richards, J. C. (2022). Exploring emotions in language teaching. RELC Journal, 53(1), 225–239. https://doi.org/10.1177/0033688220927531
Rojas Tejada, A. J., Cruz del Pino, R. M., Tatar, M., & Jiménez Sayáns, P. (2012). “Spanish as a foreign language” teachers’ profiles: Inclusive beliefs, teachers’ perceptions of student outcomes in the TCLA program, burnout, and experience. European Journal of Psychology of Education27(3), 285298. https://doi.org/10.1007/s10212-011-0070-9
Rostami, S., Ghanizadeh, A., & Ghonsooly, B. (2015). External factors affecting second language motivation: The role of teacher burnout and family influence. Iranian Journal of Applied Linguistics18(2), 165187. https://doi.org/10.18869/acadpub.ijal.18.2.165
Sass, D. A. (2011). Testing measurement invariance and comparing latent factor means within a confirmatory factor analysis framework. Journal of Psychoeducational Assessment, 29(4), 347363. https://doi.org/10.1177/0734282911406661
Shakki, F. (2022). Iranian EFL students’ L2 engagement: The effects of teacher-student rapport and teacher support. Language Related Research, 13(3), 175–198. https://doi.org/10.52547/LRR.13.3.8
Shuman, V., & Scherer, K. R. (2014). Concepts and structures of emotions. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 13–35). Routledge.
Skaalvik, E. M., & Skaalvik, S. (2007). Dimensions of teacher self-efficacy and relations with strain factors, perceived collective teacher efficacy, and teacher burnout. Journal of Educational Psychology, 99(3), 611625. https://doi.org/10.1037/0022-0663.99.3.611
Sutton, R. E., & Wheatley, K. F. (2003). Teachers' emotions and teaching: A review of the literature and directions for future research. Educational Psychology Review15(4), 327358. https://doi.org/10.1023/A:1026131715856
Taylor, L. P., & Newberry, M. (2018). Self-Study of a teacher’s practices of and experience with emotion regulation: Being and becoming through reflection and engagement. Studying Teacher Education14(3), 296307. https://doi.org/10.1080/17425964.2018.1541276
Thompson, B. (2004). Exploratory and confirmatory factor analysis: Understanding concepts and applications. American Psychological Association. https://doi.org/10.1037/10694-000
Tschannen-Moran, M., & Woolfolk Hoy, A. (2001). Teacher efficacy: Capturing an elusive construct. Teaching and Teacher Education, 17(7), 783–805. https://doi.org/10.1016/S0742-051X(01)00036-1
Tum, D. O. (2015). Foreign language anxiety's forgotten study: The case of the anxious preservice teacher. TESOL Quarterly49(4), 627658. https://doi.org/10.1002/tesq.190
Uzuntiryaki-Kondakci, E., Kirbulut, Z. D., Sarici, E., & Oktay, O. (2020). Emotion regulation as a mediator of the influence of science teacher emotions on teacher efficacy beliefs. Educational Studies, 119. https://doi.org/10.1080/03055698.2020.1793300
Vandenberg, R. J., & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 470. https://doi.org/10.1177/109442810031002
White, C. J. (2018). The emotional turn in Applied Linguistics and TESOL: Significance, challenges and prospects. In J. Martínez Agudo (Ed.), Emotions in second language teaching: Theory, research and teacher education (pp. 19–34). Springer. https://doi.org/10.1007/978-3-319-75438-3_2
Xiao, Y., Fathi, J., & Mohammaddokht, F. (2022). Exploring a structural model of teaching enjoyment, teacher self-efficacy, and work engagement. Frontiers in Psychology13. https://doi.org/10.3389/fpsyg.2022.918488
Xiaojing, X., Badakhshan, E., & Fathi, J. (2022). Exploring teacher reflection in the English as a foreign language context: Testing factor structure and measurement invariance. Frontiers in Psychology12, 6708. https://doi.org/10.3389/fpsyg.2021.828901
Yin, H. (2012). Adaptation and validation of the teacher emotional labour strategy scale in China. Educational Psychology32(4), 451465. https://doi.org/10.1080/01443410.2012.674488
Yoo, J., & Carter, D. (2017). Teacher emotion and learning as Praxis: Professional development that matters. Australian Journal of Teacher Education42(3), 3852. https://doi.org/10.14221/ajte.2017v42n3.3
Zhang, L. J., Saeedian, A., & Fathi, J. (2024). Testing a model of growth mindset, ideal L2 self, boredom, and WTC in an EFL context. Journal of Multilingual and Multicultural Development, 45(8), 3450–3465. https://doi.org/10.1080/01434632.2022.2102175
Zumbo, B. D. (2009). Validity as contextualized and pragmatic explanation, and its implications for validation practice. In R. W. Lissitz (Ed.), The concept of validity: Revisions, new directions and applications (pp. 65–82). Information Age Publishing, Inc.