Exploring the antecedents of learning-related emotions and their relations with achievement outcomes

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Alexandra Corina Niculescu
Dirk Tempelaar
Amber Dailey-Hebert
Mien Segers
Wim Gijselaers


Recent work suggests that learning-related emotions (LREs) play a crucial role in performance especially in the first year of university, a period of transition for most students; however, additional research is needed to show how these emotions emerge. We developed a framework which links a course-contextualized antecedent - academic control in Pekrun’s (2006) Control Value Theory of Achievement Emotions - with generic antecedents - adaptive and maladaptive cognitions and behaviors from Martin’s (2007) Motivation and Engagement Wheel framework - to explain a classical problem: the emergence of LREs in a transition period. Using a large sample (N = 3451) of first year university students, our study explores these two antecedents to better understand how four LREs (enjoyment, anxiety, boredom and hopelessness) emerge in a mathematics and statistics course. Through the use of path-modelling, we found that academic control has a strong effect on all four LREs – with the strongest impact observed for learning hopelessness and secondary, for learning anxiety. Academic control, on its turn, builds on contributions from adaptive and mal-adaptive cognitions. Furthermore, adaptive cognitions have an impact on learning enjoyment (positive) and on boredom (negative). Surprisingly though, the maladaptive behaviors impact positively learning enjoyment and negatively learning anxiety. Following this, we predicted performance outcomes in the course and found again academic control as the main predictor, followed by learning hopelessness. Overall, this study brings evidence that adaptive and maladaptive cognitions and behaviours act as important antecedents of academic control, the main predictor of LREs and course performance outcomes.

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How to Cite
Niculescu, A. C., Tempelaar, D., Dailey-Hebert, A., Segers, M., & Gijselaers, W. (2015). Exploring the antecedents of learning-related emotions and their relations with achievement outcomes. Frontline Learning Research, 3(1), 1-17. https://doi.org/10.14786/flr.v%vi%i.136
Author Biography

Alexandra Corina Niculescu, Maastricht University

Educational Research Department, Maastricht University School of Business and Economics, PhD candidate


Ainley, M., & Ainley, J. (2011). Student engagement with science in early adolescence: The contribution of enjoyment to students’ continuing interest in learning about science. Contemporary Educational Psychology, 36(1), 4–12. doi:10.1016/j.cedpsych.2010.08.001
Artino Jr., A. R., & Jones II, K. D. (2012). Exploring the complex relations between achievement emotions and self-regulated learning behaviors in online learning. Emotions in Online Learning Environments, 15(3), 170–175. doi:10.1016/j.iheduc.2012.01.006
Astleitner, H. (2000). Designing emotionally sound instruction: The FEASP-approach. Instructional Science, 28(3), 169–198.
Baker, R. W., & Siryk, B. (1999). SACQ Student Adaptation to College Questionnaire (2nd ed.). Los Angeles: Western Psychological Services.
Dettmers, S., Trautwein, U., Lüdtke, O., Goetz, T., Frenzel, A. C., & Pekrun, R. (2011). Students’ emotions during homework in mathematics: Testing a theoretical model of antecedents and achievement outcomes. Students’ Emotions and Academic Engagement, 36(1), 25–35. doi:10.1016/j.cedpsych.2010.10.001
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.
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., Nett, U. E., Martiny, S. E., Hall, N. C., Pekrun, R., Dettmers, S., & Trautwein, U. (2012). Students’ emotions during homework: Structures, self-concept antecedents, and achievement outcomes. Learning and Individual Differences, 22(2), 225–234. doi:10.1016/j.lindif.2011.04.006
Hall, N. C., Perry, R. P., Ruthig, J. C., Hladkyj, S., & Chipperfield, J. G. (2006). Primary and
secondary control in achievement settings: A longitudinal field study of academic motivation,
emotions, and performance1. Journal of Applied Social Psychology, 36(6), 1430–1470.
Hu, L., & Bentler, P. M. (1999). Cutoff criteria for fit indexes in covariance structure
analysis: Conventional criteria versus new alternatives. Structural Equation
Modeling:A Multidisciplinary Journal, 6(1), 1–55. doi:10.1080/10705519909540118
IBM Corp. Released 2013. IBM SPSS Statistics for Windows, Version 22.0. Armonk, NY:
IBM Corp.
Jöreskog, K.G., Sörbom, D. (1996). LISREL 8 User's Reference Guide. Scientific Software
International: Chicago.
Leone, C., & Richards, H. (1989). Classwork and homework in early adolescence: The ecology of achievement. Journal of Youth and Adolescence, 18(6), 531–548. doi:10.1007/BF02139072
Liem, G. A. D., & Martin, A. J. (2012). The Motivation and Engagement Scale: Theoretical
framework, psychometric properties, and applied yields. Australian Psychologist, 47(1), 3–13.
Martin, A. J. (2007). Examining a multidimensional model of student motivation and engagement using a construct validation approach. British Journal of Educational Psychology, 77(2), 413–440. doi:10.1348/000709906X118036
Martin, A. J. (2009). Motivation and engagement across the academic life span: A developmental construct validity study of elementary school, high school, and university/college students. Educational and Psychological Measurement, 69(5), 794–824. doi:10.1177/0013164409332214
Martin, A. J. (2011). Holding back and holding behind: grade retention and students’ non-academic and academic outcomes. British Educational Research Journal, 37(5), 739–763. doi:10.1080/01411926.2010.490874
Martin, A.J., Marsh, H. (2006). Academic resilience and its psychological and educational
correlates: A construct validity approach. Psychology in the Schools, 43(3), 267-
Martin, A.J., Marsh, H.W., Debus, R.L. (2001). Self-handicapping and defensive pessimism:
Exploring a model of predictors and outcomes from a self-protection perspective.
Journal of Educational Psychology, 93, 87–102.
Pekrun, R. (2000). A social-cognitive, control-value theory of achievement emotions. In J.
Heckhausen (Ed.), Motivational psychology of human development: Developing motivation
and motivating development. (pp. 143–163). New York, NY US: Elsevier Science.
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., Elliot, A. J., & Maier, M. A. (2006). Achievement goals and discrete achievement emotions: A theoretical model and prospective test. Journal of Educational Psychology, 98(3), 583–597. doi:10.1037/0022-0663.98.3.583
Pekrun, R., Goetz, T., Frenzel, A. C., Barchfeld, P., & Perry, R. P. (2011). Measuring emotions in students’ learning and performance: The Achievement Emotions Questionnaire (AEQ). Contemporary Educational Psychology, 36(1), 36–48. doi:10.1016/j.cedpsych.2010.10.002
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), 91–106.
Perry, R. P., Hladkyj, S., Pekrun, R. H., Clifton, R. A., & Chipperfield, J. G. (2005). Perceived academic control and failure in college students: A three-year study of scholastic attainment. Research in Higher Education, 46(5), 535–569. doi:10.1007/s11162-005-3364-4
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(4), 776.
Preckel, F., Goetz, T., Pekrun, R., & Kleine, M. (2008). Gender differences in gifted and average-ability students: Comparing girls’ and boys’ achievement, self-concept, interest, and motivation in mathematics. Gifted Child Quarterly, 52(2), 146–159.
Putwain, D. W., Larkin, D., & Sander, P. (2013). A reciprocal model of achievement goals and learning related emotions in the first year of undergraduate study. Contemporary Educational Psychology, 38(4), 361–374. doi:10.1016/j.cedpsych.2013.07.003
Putwain, D. W., Sander, P., & Larkin, D. (2013). Using the 2 × 2 framework of achievement goals to predict achievement emotions and academic performance. Learning and Individual Differences, 25(0), 80–84. doi:10.1016/j.lindif.2013.01.006
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
Ruthig, J. C., Perry, R. P., Hladkyj, S., Hall, N. C., Pekrun, R., & Chipperfield, J. G. (2007). Perceived
control and emotions: interactive effects on performance in achievement settings. Social
Psychology of Education, 11(2), 161–180. doi:10.1007/s11218-007-9040-0
Schutz, P. A., & Pekrun, R. (2007). Introduction to emotion in education. In P. A. Schutz &
R. Pekrun (Eds.), Emotion in education. (pp. 3–10). San Diego, CA US: Elsevier Academic Press.
Stupnisky, R. H., Perry, R. P., Hall, N. C., & Guay, F. (2012). Examining perceived control level and instability as predictors of first-year college students’ academic achievement. Contemporary Educational Psychology, 37(2), 81–90. doi:10.1016/j.cedpsych.2012.01.001
Tempelaar, D. T., Niculescu, A., Rienties, B., Gijselaers, W. H., & Giesbers, B. (2012). How achievement emotions impact students’ decisions for online learning, and what precedes those emotions. The Internet and Higher Education, 15(3), 161–169. doi:10.1016/j.iheduc.2011.10.003
Tinto, V. (1997). Colleges as communities: Exploring the educational character of student persistence. Journal of Higher Education, 68(6).
Trautwein, U., Schnyder, I., Niggli, A., Neumann, M., & Lüdtke, O. (2009). Chameleon effects in
homework research: The homework–achievement association depends on the measures used
and the level of analysis chosen. Contemporary Educational Psychology, 34(1), 77–88.
Verma, S., Sharma, D., & Larson, R. W. (2002). School stress in India: Effects on time and daily emotions. International Journal of Behavioral Development, 26(6), 500–508. doi:10.1080/01650250143000454
Zeidner, M. (1998). Test anxiety: The state of the art. Springer.