Abstract
The aim of this study was to examine the relationships between test emotions and their proximal and distal antecedents in the math domain as proposed by the control-value theory of achievement emotions, using structural equation modeling. More specifically, it investigates the mediating role of cognitive appraisals of control and value in the relationship between students’ social environment (teachers’ support and challenge in classroom interactions and parents’ attitudes towards learning and achievement) and test emotions of joy, hope, pride, relief, anger, anxiety, shame and hopelessness. The sample consisted of 365 high school students in Croatia (235 girls), with a mean age of 16 years. The study was conducted during regularly scheduled classes. The results of this study generally confirm the relationships and mediating mechanisms proposed by the control-value theory. Students’ cognitive control and value appraisals play a central and mediating role in the relationship between parents’ and teachers’ influences and test emotions.
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References
Benware, C., & Deci, E. L. (1984). Quality of learning with an active versus passive motivational set. American Educational Research Journal, 21(4), 755–765.
Black, A. E., & Deci, E. L. (2000). The effects of instructors’ autonomy support and students’ autonomous motivation on learning organic chemistry: A self-determination theory perspective. Science Education, 84(6), 740–756.
Bleeker, M. M., & Jacobs, J. E. (2004). Achievement in math and science: Do mothers’ beliefs matter 12 years later? Journal of Educational Psychology, 96(1), 97–109. doi:10.1037/0022-0663.96.1.97.
Bollen, K. A. (1989). Structural equations with latent variables. New York: Wiley.
Brown, T. A. (2006). Confirmatory factor analysis for applied research. New Jork: The Guilford Press.
Burić, I. (2010). Provjera Pekrunove teorije kontrole i vrijednosti.[Test of Pekrun’s control-value theory]. (Unpublished doctoral dissertation). University of Zagreb, Faculty of Humanities and Social Sciences, Zagreb.
Burić, I., & Sorić, I. (2012). The role of test hope and hopelessness in self-regulated learning: Relations between volitional strategies, cognitive appraisals and academic achievement. Learning and Individual Differences, 22(4), 523–529.
Burić, I., Sorić, I., & Penezić, Z. (2011). Strategije emocionalne regulacije u ispitnim situacijama: Doprinosi osobina ličnosti, kognitivnih procjena i ispitnih emocija. [Emotion regulation strategies in test taking situations: The contributions of personality traits, cognitive appraisals and test emotions]. Psihologijske teme, [Psychological Topics], 20(2), 277–298.
Byrne, B. M. (2001). Structural equation modeling with AMOS: Basic concepts, applications and programming. NJ: Lawrence Erlbaum Inc.
Cohen, J. (1988). Statistical power analysis for the behavioral sciences (2nd ed.). Hillsdale, NJ: Lawrence Erlbaum Associates, Publishers.
Crosnoe, R. (2001). Parental involvement in education: The influence of school and neighborhood. Sociological Focus, 34(4), 417–434.
Deci, E. L., & Ryan, R. M. (2000). Self-determination theory and the facilitation of intrinsic motivation, social development, and well-being. American Psychologist, 55(1), 68–78.
Deci, E. L., Schwartz, A. J., Sheinman, L., & Ryan, R. M. (1981). An instrument to assess adults’ orientation towards control versus autonomy with children: Reflections on intrinsic motivation and perceived competence. Journal of Educational Psychology, 73(5), 642–650.
Eccles Parsons, J., Adler, T. F., & Kaczala, C. M. (1982). Socialization of achievement attitudes and beliefs: Parental influences. Child Development, 53(2), 310–321.
Eccles Parsons, J., Adler, T. F., Futterman, R., Goff, S. B., Kaczala, C. M., Meece, J. L., & Midgley, C. (1983). Expectancies, values and academic behaviors. In J. Spence (Ed.), Achievement and achievement motives (pp. 75–146). San Francisco: W. H. Freeman.
Eccles, J. S., Wigfield, A., & Schiefele, U. (1998). Motivation to succeed. In W. Damon (Series Ed.) & N. Eisenberg (Volume Ed.) Handbook of child psychology (pp. 1017–1095). New York: Wiley.
Englund, M. M., Luckner, A. E., Whaley, G. J. L., & Egeland, B. (2004). Children’s achievement in early elementary school: Longitudinal effects of parental involvement, expectations, and quality of assistance. Journal of Educational Psychology, 96(4), 723–730.
Fennema, E., & Sherman, J. A. (1976). Fennema–Sherman mathematics attitudes scales: Instruments designed to measure attitudes toward the learning of mathematics by females and males. Psychological Documents, 6(1), 31–40.
Frenzel, A. C., Pekrun, R., & Goetz, T. (2007). Girls and mathematics—A “hopeless” issue? A control-value approach to gender differences in emotions towards mathematics. European Journal of Psychology of Education, 22(4), 497–514.
Frijda, N. H. (1988). The laws of emotion. American Psychologist, 43(5), 349–358.
Goetz, T., Frenzel, A. C., Pekrun, R., & Hall, N. C. (2006a). The domain specificity of academic emotional experiences. The Journal of Experimental Education, 75(1), 5–29.
Goetz, T., Pekrun, R., Hall, N., & Haag, L. (2006b). 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. doi:10.1348/000709905X42860.
Goetz, T., Frenzel, A. C., Stoeger, H., & Hall, N. C. (2010). Antecedents of everyday positive emotions: An experience sampling analysis. Motivation and Emotion, 34(1), 49–62. doi:10.1007/s11031-009-9152-2.
Goodenow, C. (1993). Classroom belonging among early adolescents: Relationships to motivation and achievment. Journal of Early Adolescence, 13(1), 21–43.
Grolnick, W. S. (2009). The role of parents in facilitating autonomous self-regulation for education. Theory and Research in Education, 7(2), 164–173. doi:10.1177/1477878509104321.
Grolnick, W. S., Friendly, R., & Bellas, V. (2009). Parenting and children’s motivation at school. In K. Wentzel & A. Wigfield (Eds.), Handbook of motivation at school. Lawrence Erlbaum and Associates: Mahwah, NJ.
Grolnick, W. S., & Ryan, R. M. (1987). Autonomy in children’s learning: An experimental and individual difference investigation. Journal of Personality and Social Psychology, 52(5), 890–898. doi:10.1037/0022-3514.52.5.890.
Grolnick, W. S., & Ryan, R. M. (1989). Parent styles associated with children’s school-related self-regulation and competence. Journal of Educational Psychology, 81(2), 143–154. doi:10.1037/0022-0663.81.2.143.
Grolnick, W. S., Ryan, R. M., & Deci, E. L. (1991). The inner resources for school achievement: Motivational mediators of children’s perceptions of their parents. Journal of Educational Psychology, 83(4), 508–517. doi:10.1037//0022-0663.83.4.508.
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), 1–55.
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 (pp. 548–573). New York: The Guilford Press.
Jacobs, J. E., & Eccles, J. S. (2000). Parents, task values, and real-life achievement-related choices. In C. Sansone & J. M. Harackiewicz (Eds.), Intrinsic and extrinsic motivation: The search for optimal motivation and performance (pp. 405–439). San Diego: Academic Press.
Kensinger, E. A., & Schacter, D. L. (2008). Memory and emotion. In M. Lewis, J. M. Haviland-Jones & L. Feldman Barrett (Eds). Handbook of emotions (pp. 601–617). New York: The Guilford Press.
Kleine, M., Goetz, T., Pekrun, R., & Hall, N. (2005). The structure of students’ emotions experineced during a mathematical achievement test. International Reviews on Mathematical Education, 37(3), 221–225.
Lazarus, R. S., & Folkman, S. (1984). Stress, appraisal and coping. New York: Springer.
Little, T. D., Cunningham, W. A., Shahar, G., & Widaman, K. F. (2002). To parcel or not to parcel: Exploring the question, weighing the merits. Structural Equation Modeling, 9, 151–173. doi:10.1207/S15328007SEM0902_1.
Lucas, R. E., & Diener, E. (2008). Subjective well-being. In M. Lewis, J. M. Haviland-Jones & L. Feldman Barrett (Eds). Handbook of emotions (pp. 471–484). New York: The Guilford Press.
Mariani, L. (1997). Teacher support and teacher challenge in promoting learner autonomy perspectives. Journal of TESOL-Italy, 23, 2. Retrieved from http://www.learningpaths.org/papers/papersupport.htm.
Meyer, D. K., & Turner, J. C. (2002). Discovering emotion in classroom motivation research. Educational Psychologist, 37(2), 107–114.
Meyer, D. K., & Turner, J. C. (2006). Re-conceptualizing emotion and motivation to learn in classroom contexts. Educational Psychology Review, 18(14), 377–390.
Midgley, C., Feldlaufer, H., & Eccles, J. (1989). Student/teacher relations and attitudes toward mathematics before and after the transition to junior high school. Child Development, 60, 981–992.
Muthen, L. K., & Muthen, B. O. (2009). Mplus user’s guide (5th ed.). Los Angeles, CA: Muthen & Muthen.
Niemivirta, M. (1996). Motivational-cognitive components of self-regulated learning. Paper presented at the 5th International Conference on Motivation at University of Koblenz, Landau, Germany.
Patrick, B. C., Skinner, E. A., & Connell, J. P. (1993). What motivates children’s behavior and emotion? Joint effects of perceived control and autonomy in the academic domain. Journal of Personality and Social Psychology, 65(4), 781–791.
Patrikakou, E. N. (1997). A model of parental attitudes and the academic achievement of adolescents. Journal of Research and Development in Education, 31(1), 7–26.
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. doi:10.1007/s10648-006-9029-9.
Pekrun, R., Frenzel, A. C., Goetz, T., & Perry, R. P. (2007). The control-value theory of achievement emotions: An integrative approach to emotions in education. U P. A. Schutz i R. Pekrun (Ur.). Emotion in education (pp. 13–36). San Diego: Academic Press.
Pekrun, R., Goetz, T., Daniels, L., Stupinsky, R. H., & Perry, R. P. (2010). Boredom in achievement settings: Exploring control-value antecedents and performance outcomes of a neglected emotion. Journal of Educational Psychology, 102(3), 531–549.
Pekrun, R., Goetz, T., Frenzel, A. C., Barchfeld, P., & Perry, R. (2011). Measuring emotions in students’ learning and performance: The Achievement Emotions Questionnaire (AEQ). Contemporary Educational Psychology, 36(1), 36–48.
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, 17(3), 287–316.
Pekrun, R., Goetz, T., Titz, W., & Perry, R. P. (2002). Academic emotions in students’ self-regulated learning and achievement: A program of qualitative and quantitative research. Educational Psychologist, 37(2), 91–105.
Pekrun, R., i Goetz, T., & Perry, R. P. (2005). Achievement emotions questionnaire (AEQ): User’s manual. Munich, Germany: University of Munich, Department of Psychology.
Perry, R. P., Hladkyj, S., Pekrun, R. H., & Pelletier, S. T. (2001). Academic control and action control in the achievement of college students: A longitudinal field study. Journal of Educational Psychology, 93, 776–789. doi:10.1037/0278-6133.24.4.393.
Petrešević, Đ., & Sorić, I. (2011). Učeničke emocije i njihovi prediktori u procesu samoregulacije učenja. [Students’ emotions and their predictors in the process of self-regulated learning]. Društvena istraživanja [Social Research], 20, 211–232.
Podsakoff, P. M., MacKenzie, S. B., Lee, J.-Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879–903.
Preacher, K. J., & Hayes, A. F. (2008). Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models. Behavior Research Methods, 40(3), 879–891.
Reeve, J. (2006). Teachers as facilitators: what autonomy-supportive teachers do and why their students benefit? The Elementary School Journal, 106(3), 225–236.
Reeve, J., Bolt, E., & Cai, Y. (1999). Autonomy supportive teachers: How they teach and motivate students. Journal of Educational Psychology, 91(1), 537–548.
Reeve, J., & Jang, H. (2006). What teachers say and do to support students’ autonomy during a learning activity? Journal of Educational Psychology, 98(1), 209–218. doi:10.1037/0022-0663.98.1.209.
Rijavec, M., & Brdar, I. (2002). Coping with school failure and self-regulated learning. European Journal of Psychology of Education, 12(2), 177–194.
Rutchick, A. M., Smyth, J. M., Loopo, L. M., & Dusek, J. B. (2009). Great expectations: The biasing effects of reported child behavior problems on educational expectancies and subsequent academic achievement. Journal of Social and Clinical Psychology, 28(3), 392–413.
Ryan, R. M., & Deci, E. L. (2000). Intrinsic and extrinsic motivations: classic definitions and new directions. Contemporary Educational Psychology, 25, 54–64.
Schumacker, R. E., & Lomax, R. G. (2004). A beginner’s guide to structural equation modeling (2nd ed.). Lawrence Erlbaum Associates Inc: Mahwah, NJ.
Schutz, P. A., & Davis, H. E. (2000). Emotions and self-regulation during test-taking. Educational Psychologist, 35(4), 243–256.
Schutz, P. A., & DeCuir, J. T. (2002). Inquiry on emotions in education. Educational Psychologist, 37(2), 125–134.
Schutz, P. A., DiStefano, C., Benson, J., & Davis, H. A. (2004). Developing a measure of emotion regulation during test taking. Anxiety, Stress, and Coping, 17, 253–269.
Šimić Šašić, S. (2008). Interakcije nastavnik-učenik: prediktori i efekti na motivacijske, kognitivne i afektivne aspekte učenja. [Teacher-student interactions: predictors and effects on the motivational, cognitive and affective aspects of learning]. (Unpublished master’s thesis). University of Zagreb, Faculty of Humanities and Social Sciences.
Sorić, I. (2007). The relationship between self-efficacy, causal attributions and experienced emotions in academic context. Book of Selected Proceedings 15th Psychology Days in Zadar, pp. 343–359.
Sorić, I., & Burić, I. (2010). Skala akademske kontrole. [Academic Control Scale]. In Tucak-Junaković (Ed.), Zbirka psihologijskih skala i upitnika [Collection of psychological scales and questionnaires]. Zadar: Department of Psychology, University of Zadar.
Spera, C. (2006). Adolescents’ perceptions of parental goals, practices, and styles in relation to their motivation and achievement. Journal of Early Adolescence, 26(4), 456–490.
Thompson, R. A. (1994). Emotion regulation: A theme in search of definition. Monograph of the Society for Research in Child Development, 59(2/3), 25–52.
Wentzel, K. R. (1994). Relations to social goal pursuit to social acceptance, classroom behavior, and perceived social support. Journal of Educational Psychology, 86(2), 173–182. doi:10.1037/0022-0663.86.2.173.
Wentzel, K. R., & Wigfield, A. (1998). Academic and social motivational influences on students’ academic performance. Educational Psychology Review, 10(2), 155–175.
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Burić, I. The role of social factors in shaping students’ test emotions: a mediation analysis of cognitive appraisals. Soc Psychol Educ 18, 785–809 (2015). https://doi.org/10.1007/s11218-015-9307-9
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DOI: https://doi.org/10.1007/s11218-015-9307-9