5. General Discussion
5.4 Limitations and Implications for Future Research
For the TES as presented herein, we chose a trait approach, which should be suitable to assess teachers’ emotions in a non-intrusive and economical way. We are aware of and point any potential user of the instrument to the fact that such trait-based retrospective judgments may be influenced not only by the “true scores” of participants’ emotional experiences, but also by their beliefs about their emotions (Goetz, Bieg, Lüdtke, Pekrun, & Hall, 2013; Robinson & Clore, 2002). Nevertheless, we are convinced that such trait-like emotional experiences are highly relevant for general well-being and also have important behavioral implications (e.g., teachers’ intentions to quit, Klassen & Chiu, 2011) – in fact, some
researchers have argued that trait emotions matter even more than state emotions, for example with respect to decision making (Wirtz et al., 2003).
Notably, trait-based scales can easily be adapted for state assessments (Gogol et al., 2014), and we suggest that the TES can be adapted in a similar fashion. For example, teachers would be asked “How do you feel at the moment?” and corresponding TES items would then be, “I enjoy teaching/I feel enthusiastic/I feel annoyed/I have reasons to get angry/I feel tense and nervous/I am worried that my teaching isn’t going so well.” Such in situ approaches to assessing teacher emotions have been applied successfully in scattered past studies (Carson, Weiss, & Templin, 2010; Goetz et al., 2015; Keller, Chang, Becker, Goetz, & Frenzel, 2014).
A less intrusive, yet still more highly situated approach to assessing teacher emotions would be a teaching diary, which involves teachers judging their emotions right after a lesson (e.g., Becker, Keller, Goetz, Frenzel, & Taxer, 2015; Frenzel et al., 2015). The TES can also easily be adapted for use in such diary studies, by introducing the items with “In the past lesson…”and then adding for example, “I enjoyed teaching/I had reasons to become angry/I was tense and nervous”, et cetera.
Additionally, when constructing questionnaires on emotional experiences, it is challenging to tease apart inner feelings from shown behaviors. In that respect, our item “I teach with enthusiasm” might be slightly ambiguous, potentially addressing either feeling enthusiastic, or behaving enthusiastically in terms of a teaching style (see also Kunter et al., 2011). Given that we have repeatedly found in our studies that this item – both in its German and English versions – showed consistently high item-total correlations with the enjoyment scale, we suspect that most respondents interpret the term “enthusiasm” in this context more as an affective experience than as a behavior. Nevertheless, we are convinced that teasing apart affective experiences from displayed behaviors is meaningful particularly for the construct of teacher enthusiasm (Keller, Woolfolk Hoy, Goetz, & Frenzel, in press; Taxer & Frenzel, 2015b). Researchers who focus on this distinction in their research will either want to abandon the “enthusiasm” item from the enjoyment scale, or adapt it into “I experience
enthusiasm when I teach” to focus explicitly on the feeling component of enthusiasm. Another limitation of the present study is that it included only teachers from western, individualistic cultures (Germany and Canada). While we were able to show that the German and English language versions of the TES are largely equivalent, future research will have to show if translations into other languages can also be successful, particularly into languages that are spoken in eastern, collectivistic cultures (see Frenzel, Thrash, Pekrun, & Goetz, 2007, about attempts to translate the Achievement Emotions Questionnaire for students into
from eastern versus western countries could reveal if the mean levels of reported enjoyment, anger, and anxiety differ between teachers from those cultures, and it would be interesting to explore if differing emotion display rules for classrooms contribute to those differences.
Finally, it is worth mentioning that future research may want to address a broader range of discrete emotions for teachers. While the TES address three highly relevant and frequent emotions teachers experience, there are other emotions with most likely lower frequency that nevertheless might deserve future research attention. We believe that pity would be an intriguing candidate, since despite its clearly pro-social, empathetic connotation, attribution theory would imply that it has detrimental effects for students’ self-concepts if teachers express pity about students’ poor performance (Butler, 1994; Graham, 1984; Rustemeyer, 1984). In addition, the emotion of boredom also seems to be underestimated for teaching contexts. While this emotion is barely ever mentioned by teachers in interview studies, it was shown to be experienced with surprisingly high frequency in studies that used the experience sampling method to explore teachers’ emotional lives (Carson, 2006; Goetz et al., 2015; Keller, Chang, et al., 2014). Further discrete emotions worth exploring might be pride, which teachers reported to rather frequently express in the classroom, and disappointment, which they reported to deliberately hide, according to a recent quantitative study of teachers’ emotion regulation in the classroom (Taxer & Frenzel, 2015a).
To conclude, the general and student-group specific variants of the TES are economic, reliable, and valid instruments in both German and English. As such, they stand to make an important contribution to advancing research on teachers’ emotions by providing robust quantitative measures that can expand the current body of primarily qualitative knowledge on teacher emotions (Frenzel, 2014; Sutton & Wheatley, 2003). We hope that the existence of the TES inspires future research directed at exploring relations between teachers’ emotions and their coping and emotion-regulation. For example, it will be intriguing to explore how teachers’ reports of their enjoyment, anger, and anxiety relate with their efforts to engage in
antecedent-focused emotion regulation (i.e., regulation before the emotion is generated) and response-focused emotion regulation (i.e., after the emotion is generated, cf. Gross, 1998). As such, the TES should also be an effective tool for evaluating the success of intervention studies directed at emotion regulation and coping for teachers. Additionally, the TES provides a tool to measure baseline scores of typically reported levels of experienced emotions during teaching, and thus will allow explorations of when and why teachers engage in emotional labor, and with what implications. This type of research is particularly important and timely because teachers’ emotions are proving to be highly relevant not only for their own well- being but also for the functioning of classrooms.
References
Baumert, J., Kunter, M., Blum, W., Brunner, M., Voss, T., Jordan, A., & al., e. (2010). Teachers' mathematical knowledge, cognitive activation in the classroom, and student progress. American Educational Research Journal, 47, 133-180
Bavarian State Ministry of Education. (2013). Schule und Bildung in Bayern 2013: Statistische Übersichten [School and education in Bavaria in 2013: Statistical overview]. Munich, Germany: Bavarian State Ministry of Education.
Becker, E. S., Keller, M. M., Goetz, T., Frenzel, A. C., & Taxer, J. L. (2015). Antecedents of teachers’ emotions in the classroom: An intraindividual approach. Frontiers in Psychology, 6, 635. doi:10.3389/fpsyg.2015.00635
Bibby, T. (2002). Shame: an emotional response to doing mathematics as an adult and a teacher. British Educational Research Journal, 28(5).
Böhm-Kasper, O., Bos, W., Jaeckel, S., & Weishaupt, H. (2000). Skalenhandbuch zur Belastung von Schülern und Lehrern. Das Erfurter Belastungs-Inventar. Erfurter Materialien und Berichte zur Entwicklung des Bildungswesens (Bd. 2). Erfurt: Universität Erfurt.
Browne, M. W., & Cudeck, R. (1993). Alternative ways of assessing model fit. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 136-162). Newbury Park, CA: Sage.
Brunner, M., Kunter, M., Krauss, S., Klusmann, U., Baumert, J., Blum, W., . . . Tsai, Y.-M. (2006). Die professionelle Kompetenz von Mathematiklehrkräften:
Konzeptualisierung, Erfassung und Bedeutung für den Unterricht. Eine
Zwischenbilanz des COACTIV-Projekts. In M. Prenzel & L. Allolio-Näcke (Eds.), Untersuchungen zur Bildungsqualität von Schule. Abschlussbericht des DFG- Schwerpunktprogramms (pp. 54–82). Münster, Germany: Waxmann.
Butler, R. (1994). Teacher communications and student interpretations: Effects of teacher responses to failing students on attributional inferences in two age groups. British Journal of Educational Psychology, 64, 277-294.
Campbell, D. T. (1960). Recommendations for APA test standards regarding construct, trait, or discriminant validity. American Psychologist, 15, 546-553.
Carson, R. L. (2006). Exploring the episodic nature of teachers' emotions as it relates to teacher burnout. (PhD Dissertation), Purdue University, IN.
Carson, R. L., Weiss, H. M., & Templin, T. J. (2010). Ecological momentary assessment: a research method for studying the daily lives of teachers. International Journal of Research & Method in Education, 33(2), 165-182.
Carver, C. S., & Harmon-Jones, E. (2009). Anger is an approach-related affect: Evidence and implications. Psychological Bulletin, 135, 183-204.
Chang, M. L. (2009). An Appraisal Perspective of Teacher Burnout: Examining the Emotional Work of Teachers. Educational Psychology Review, 21, 193-218.
Chang, M. L. (2013). Toward a theoretical model to understand teacher emotions and teacher burnout in the context of student misbehavior: Appraisal, regulation and
coping Motivation and Emotion, 37, 799-817. doi:10.1007/s11031-012-9335-0 Chen, F. F. (2007). Sensitivity of goodness of fit indexes to lack of measurement invariance.
Structural Equation Modeling, 14, 464-504. doi:10.1080/10705510701301834 Cheung, G. W., & Rensvold, R. B. (2002). Evaluating Goodness-of-fit indexes for testing
measurement invariance. Structural Equation Modeling, 9(2), 233-255. Conner, T. S., & Barrett, L. F. (2012). Trends in ambulatory self-report: the role of
momentary experience in psychosomatic medicine. Psychosomatic Medicine, 74, 327- 337. doi:10.1097/PSY.0b013e3182546f18
Darby, A. (2008). Teachers’ emotions in the reconstruction of professional self- understanding. Teaching and Teacher Education, 24, 1160-1172.
Diener, E., Sandvik, E., Pavot, W., & Gallagher, D. (1991). Response artifacts in the measurement of subjective well being. Social Indicators Research, 24, 35-36. Ekman, P. (1982). Emotion in the human face. New York: Cambridge University Press. Ekman, P., & Davidson, R. J. (Eds.). (1994). The nature of emotion. Fundamental questions.
New York: Oxford University Press.
Enzmann, D., & Kleiber, D. (1989). MBI/EK - Maslach Burnout Inventory - deutsche Fassung. Heidelberg, Germany: Asanger.
Fischer, D. G., & Fick, C. (1993). Measuring social desirability: short forms of the Marlowe- Crowne social desirability scale. Educationnal Psychological Measurement, 52, 417– 424.
Fontaine, J., Scherer, K., & Soriano, C. (Eds.). (2013). Components of emotional meaning. A sourcebook. Oxford: OUP.
Fredrickson, B. L., & Branigan, C. (2005). Positive emotions broaden the scope of attention and thought-action repertoires. Cognition & Emotion, 19, 313-332.
doi:doi:10.1080/02699930441000238
Frenzel, A. C. (2014). Teacher emotions. In E. A. Linnenbrink-Garcia & R. Pekrun (Eds.), International Handbook of Emotions in Education (pp. 494-519). New York: Routledge.
Frenzel, A. C., Becker-Kurz, B., Pekrun, R., & Goetz, T. (2015). Teaching this class drives me nuts! – Examining the person and context specificity of teacher emotions. PLoS ONE. doi:10(6): e0129630.doi:10.1371/journal.pone.0129630
Frenzel, A. C., & Goetz, T. (2007). Emotionales Erleben von Lehrkräften beim Unterrichten [Teachers' emotional experiences during teaching]. Zeitschrift für Pädagogische Psychologie, 21, 283-295.
Frenzel, A. C., Thrash, T. D., Pekrun, R., & Goetz, T. (2007). Achievement emotions in Germany and China: A cross-cultural validation of the Academic Emotions Questionnaire–Mathematics. Journal of Cross-Cultural Psychology, 38, 302-309. Garland, R. (1991). The mid-point on a rating scale: Is it desirable? Marketing Bulletin, 2, 66-
70.
Ghanizadeh, A., & Jahedizadeh, S. (2015). Teacher burnout: A review of sources and
ramifications. British Journal of Education, Society, and Behavioural Sciences, 6, 24- 39.
Goetz, T., Becker, E. S., Bieg, M., Keller, M. M., Frenzel, A. C., & Hall, N. C. (2015). The glass half empty: How emotional exhaustion affects the state-trait discrepancy in self- reports of teaching emotions. PLoS ONE, 10(9), e0137441.
doi:10.1371/journal.pone.0137441
Goetz, T., Bieg, M., Lüdtke, O., Pekrun, R., & Hall, N. C. (2013). Do girls really experience more anxiety in mathematics? Psychological Science, 24, 2079-2087.
Goetz, T., Frenzel, A. C., Pekrun, R., & Hall, N. C. (2006). The domain specificity of academic emotional experiences. Journal of Experimental Education, 75(1), 5-29. Goetz, T., Frenzel, A. C., Pekrun, R., Hall, N. C., & Lüdtke, O. (2007). Between- and within-
domain relations of students’ academic emotions. Journal of Educational Psychology, 99, 715-733. doi:10.1037/0022-0663.99.4.715
Goetz, T., Hall, N. C., Frenzel, A. C., & Pekrun, R. (2006). A hierarchical conceptualization of enjoyment in students. Learning and Instruction, 1 - 16.
Goetz, T., Pekrun, R., Hall, N. C., & Haag, L. (2006). Academic emotions from a social- cognitive perspective: antecedents and domain specificity of students’ affect in the context of Latin instruction. British Journal of Educational Psychology, 76(2), 289- 308.
Gogol, K., Brunner, M., Goetz, T., Martin, R., Ugen, S., Fischbach, A., . . . Preckel, F. (2014). ‘My questionnaire is too long!’ The assessments of motivational-affective constructs with three-item and single-item measures. Contemporary Educational Psychology, 39, 188-205.
Graham, S. (1984). Communicating sympathy and anger to black and white children: the cognitive (attributional) consequences of affective cues. Journal of Personality and Social Psychology, 47(1), 40-54.
Grandey, A. A. (2003). When “the show must go on”: surface acting and deep acting as determinants of emotional exhaustion and peer-related service delivery. Academy of Management Journal, 46, 86-96.
Gross, J. J. (1998). Antecedent- and response-focused emotion regulation: Divergent
consequences for experience, expression, and physiology. Journal of Personality and Social Psychology, 74, 224-237.
Hagenauer, G., & Volet, S. E. (2014a). ‘I don’t think I could, you know, just teach without any emotion’: exploring the nature and origin of university teachers’ emotions. Research Papers in Education, 29(2), 240-262.
Hagenauer, G., & Volet, S. E. (2014b). Teacher–student relationship at university: an important yet under-researched field. Oxford Review of Education, 40(3), 370-388. Hargeaves, A., & Tucker, E. (1991). Teaching and guilt: Exploring the feelings of teaching.
Teaching and Teacher Education, 7(5/6), 491-505.
Hargreaves, A. (1998). The emotional practice of teaching. Teaching and Teacher Education, 14, 835-854.
Hargreaves, A. (2000). Mixed emotions: Teachers' perceptions of their interactions with students. Teaching and Teacher Education, 16, 811-826.
Hargreaves, A. (2005). The Emotions of Teaching and Educational Change. In A. Hargeaves (Ed.), Extending Educational Change (pp. 278-295): Springer.
Hart, N. I. (1987). Student teachers' anxieties: four measured factors and their relationships to pupil disruption in class. Educational Research, 29, 12 — 18.
Hu, L., & Bentler, P. M. (1998). Fit indices in covariance structure analysis: Sensitivity to underparameterized model misspecification. Psychological Methods, 3, 424-453. Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure
analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1-55. doi:10.1080/10705519909540118
Huebner, E. S., Laughlin, J. E., Ash, C., & Gilman, R. (1998). Further validation of the multidimensional students’ life satisfaction scale. Journal of Psychoeducational Assessment, 15, 118-134.
Isen, A. M. (2008). Some ways in which positive affect influences decision making and problem solving. In M. Lewis, J. M. Haviland-Jones, & L. Feldman Barrett (Eds.), Handbook of emotions (3rd ed., pp. 548-573). New York: Guilford Press.
Jiang, J. Y., Sporte, S. E., & Luppescu, S. (2015). Teacher Perspectives on Evaluation Reform: Chicago’s REACH Students. Educational Researcher, 44(2), 105-116. doi:10.3102/0013189x15575517
Keller, M. M., Chang, M.-L., Becker, E. S., Goetz, T., & Frenzel, A. C. (2014). Teachers’ emotional experiences and exhaustion as predictors of emotional labor in the classroom: An experience sampling study. Frontiers in Psychology, 5. doi:1442.doi:10.3389/fpsyg.2014.01442
Keller, M. M., Frenzel, A. C., Goetz, T., Pekrun, R., & Hensley, L. (2014). Exploring teacher emotions: A literature review and an experience sampling study. In P. W. Richardson, S. Karabenick, & H. M. G. Watt (Eds.), Teacher Motivation: Theory and Practice (pp. 69-82). New York: Routledge.
Keller, M. M., Woolfolk Hoy, A. E., Goetz, T., & Frenzel, A. C. (in press). Teacher
enthusiasm: Reviewing and redefining a complex construct. Educational Psychology Review. doi:10.1007/s10648-015-9354-y
Klassen, R. M., & Chiu, M. M. (2011). The occupational commitment and intention to quit of practicing and pre-service teachers: Influence of self-efficacy, job stress, and teaching context. Contemporary Educational Psychology, 36, 114-129.
doi:10.1016/j.cedpsych.2011.01.002
Klassen, R. M., Perry, N. E., & Frenzel, A. C. (2012). Teachers’ relatedness with students: An underemphasized component of teachers’ basic psychological needs. Journal of
Educational Psychology, 104, 150-165. doi:10.1037/a0026253
Klassen, R. M., Tze, V. M. C., Betts, S., & Gordon, K. A. (2011). Teacher efficacy research 1998-2009: Signs of progress or unfulfilled promise? Educational Psychology Review, 23, 21-43.
Klieme, E., Pauli, C., & Reusser, K. (2009). The Pythagoras study: investigating effects of teaching and learning in Swiss and German mathematics classrooms
In T. Janik & T. Seidel (Eds.), The power of video studies in investigating teaching and learning in the classroom (pp. 137-160). Münster, Germany: Waxmann.
Krohne, H. W., Egloff, B., Kohlmann, C.-W., & Tausch, A. (1996). Untersuchungen mit einer deutschen Version der "Positive and Negative Affect Schedule" (PANAS).
Diagnostica, 42, 139-156.
Kulas, J. T., & Stachowski, A. A. (2009). Middle category endorsement in odd-numbered Likert response scales: Associated item characteristics, cognitive demands, and preferred meanings. Journal of Research in Personality, 43, 489-493.
Kunter, M., Frenzel, A. C., Nagy, G., Baumert, J., & Pekrun, R. (2011). Teacher enthusiasm: Dimensionality and context specificity. Contemporary Educational Psychology, 36(4), 289-301. doi:10.1016/j.cedpsych.2011.07.001
Lazarus, R. S. (1994). The stable and the unstable in emotion. In P. Ekman & R. J. Davidson (Eds.), The Nature of Emotion. Fundamental Questions (pp. 79-85). Oxford: Oxford University Press.
Lerner, J. S., & Keltner, D. (2001). Fear, anger, and risk. Journal of Personality and Social Psychology, 81(1), 146.
Lüdtke, O., Trautwein, U., Kunter, M., & Baumert, J. (2006). Reliability and agreement of student ratings of the classroom environment - A reanalysis of TIMSS data. Learning Environments Research, 9, 215-230.
Marsh, H. W., Hau, K.-T., & Wen, Z. (2004). In search of golden rules: comment on hypothesis-testing approaches to setting cutoff values for fit indexes and dangers in overgeneralizing Hu and Bentler’s (1999) findings. Structural Equation Modeling, 11, 320-341.
Maslach, C., & Jackson, S. E. (1986). Maslach Burnout Inventory manual. Palo Alto: Consulting Psychologists Press.
Mitchell, R. L. C., & Phillips, L. H. (2007). The psychological, neurochemical and functional neuroanatomical mediators of the effects of positive and negative mood on executive functions. Neuropsychologia, 45, 617-629.
Moors, A., Ellsworth, P., Scherer, K. R., & Frijda, N. (2013). Appraisal theories of emotion: State of the art and future development. Emotion Review, 5, 119-124.
Musch, J., Brockhaus, R., & Bröder, A. (2002). Ein Inventar zur Erfassung von zwei Faktoren sozialer Erwünschtheit. Diagnostica, 48(121-129).
Muthén, L. K., & Muthén, B. O. (1998-2010). Mplus user’s guide (6 ed.). Los Angeles, CA: Muthén & Muthén.
Pajares, M. F. (1996). Assessing self-efficacy beliefs and academic outcomes: The case for specificity and correspondence. Paper presented at the Annual Meeting of the American Educational Research Association, New York.
Paulhus, D. L. (1994). Balanced Inventory of Desirable Responding: Reference manual for BIDR version 6. University of British Columbia. Vancouver, Canada.
Payne, B. D., & Manning, B. H. (1990). The effect of self-instructions on preservice teacher’s anxiety about teaching. Contemporary Educational Psychology Review, 15, 261-267. Pekrun, R., Goetz, T., Frenzel, A. C., & Perry, R. P. (2011). Measuring emotions in students’
learning and performance: The achievement emotions questionnaire (AEQ). Contemporary Educational Psychology, 36, 36-48.
doi:10.1016/j.cedpsych.2010.10.002
Pekrun, R., Goetz, T., Perry, R. P., Kramer, K., Hochstadt, M., & Molfenter, S. (2004). Beyond test anxiety: Development and validation of the test emotions questionnaire (TEQ). Anxiety, Stress and Coping: An International Journal, 17, 287-316.
Pekrun, R., vom Hofe, R., Blum, W., Frenzel, A. C., Goetz, T., & Wartha, S. (2007). Development of mathematical competencies in adolescence: The PALMA
longitudinal study. In M. Prenzel (Ed.), Studies on the educational quality of schools. The final report on the DFG Priority Programme (pp. 17-37). Münster, Germany: Waxmann.
Pianta, R. C., & Hamre, B. K. (2009). Conceptualization, measurement, and improvement of classroom processes: standardized observation can leverage capacity
Educational Researcher, 38 109-119
Prawat, R., Byers, J., & Anderson, A. H. (1983). An attributional analysis of teachers’ affective reactions to student success and failure. American Educational Research Journal, 20, 137-152.
Robinson, M. D., & Clore, G. L. (2002). Belief and feeling: Evidence for an accessibility model of emotional self-report. Psychological Bulletin, 128(6), 934-960.
doi:10.1037/0033-2909.128.6.934
Rustemeyer, R. (1984). Selbsteinschätzung eigener Fähigkeit - vermittelt durch die