ACHIEVEMENT GOALS AND EXTRANEOUS LOAD PREDICT GERMANE LOAD: THE MEDIATING EFFECTS OF ACHIEVEMENT EMOTIONS
DOI:
https://doi.org/10.32890/mjli2021.18.2.8Keywords:
Achievement goals, cognitive load, achievement emotionsAbstract
Purpose – Achievement emotions have been shown to mediate the association between achievement goals and learning performance, but no research to date has tested whether there is a similar process in predicting germane cognitive load. Based on the control-value theory of academic emotions (Pekrun, 2006), the present study tested a model to determine whether goal orientation and extraneous load were mediated by achievement emotions in predicting germane load.
Methodology – This survey study involved 487 voluntary university students (N = 487; 61% women; ages 17-23) who were enrolled in a statistics class and these study participants were selected using the cluster random sampling technique. They responded to three adapted scales which were translated into Bahasa Indonesia. The scales were, namely the Achievement Goal Questionnaire (AGQ), Achievement Emotions Questionnaire (AEQ), and Cognitive Load Questionnaire. Data were collected 20 minutes before the statistics class ended and the data was then analyzed using bootstraped bias corrected (CI = 95%; N=5000) in Structural Equation Modelling (SEM).
Findings – The results of the structural equation modeling indicated that a mastery-approach goal was associated with higher germane load through higher enjoyment and lower anxiety, and a performance-avoidant goal was associated with lower germane load through higher anxiety. Moreover, extraneous load was negatively associated with germane load through enjoyment, but was positively associated with germane load through anxiety.
Significance – These findings have implications in educational settings: for most students with a mastery-approach goal, and enjoyable activities are helpful, as with those that increase cognitive performance in processing learning information. The present research is the first study to show that achievement goals are linked to the capacity to process learning-relevant information, in part due to the emotions the student experiences in the learning environment.
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References
Anderman, E. M., Austin, C. C., & Johnson, D. M. (2002). The development of goal orientation. In A. Wigfield, & J. S. Eccles (Eds.), Development of achievement motivation (pp. 197-220). New York, NY: Academic Press. doi: 10.1016/B978-012750053-9/50010-3.
Awh, E., Vogel, E.K., & Oh, S.H. (2006). Interaction between attention and working memory. Neuroscience. 139, 201-208. doi:10.1016/j.neuroscience.2005.08. 023.
Chen, I., & Chang, C. (2009). Cognitive load theory: An empirical study of anxiety and task performance in language learning. Electronic Journal of Research in Educational Psychology. 7(2). 729-746.
Chen, C.M., & Sun, Y.C. (2012). Assessing the effects of different multimedia materials and emotions and learning performance for visual and verbal style learners. Computers and Education. 59, 1273-1285.
Clark, R.C., Nguyen, F., and Sweller, J. (2006). Efficiency in learning: Evidence-based guidelines to manage cognitive load. San Francisco: Pfeiffer.
D'Mello, S., Lehman, B., Pekrun, R., & Graesser, A. (2014). Confusion can be beneficial for learning. Learning and Instruction, 29, 153-170. Doi: 10.1016/j.learninstruc.2012.05.003
Dvorak-Bertsch, J.D., Curtin, J.J., Rubinstein, T.J., & Newman, J.P. (2007). Anxiety moderates the interplay between cognitive and affective processing. Psychological Science. 18(8), 699-705.
Elliot, A. J., & Fryer, J. (2008). The Goal construct in psychology. In J. Shah & W. Gardner (Eds.), Handbook of Motivation Science (pp. 235-250). New York, NY: The Guilford Press.
Elliot, A.J., & McGregor, H.A. (2001). A 2 x 2 achievement goal framework. Journal of Personality and Social Psychology, 80 (3), 501-519. doi: 10.1O37//OO22-3514.80.3.501.
Lange, C., & Costley, J. (2017). The effects of extraneous load on the relationship between self-regulated effort and germane load within an e-learning environment. The International Review of Research in Open and Distributed Learning. 18 (5), 64-83.
Leppink, J., Paas, F., Van Gog, T., van Der Vleuten, C. P. M. & Van Merrienboer, J. J. G. (2014). Effects of pairs of problems and examples on task performance and different types of cognitive load. Learning and Instruction, 30 (2014), 32-42.
Linnenbrink, E. A. (2007). The role of affect in student learning: A multi-dimensional approach to considering the interaction of affect, motivation, and engagement. In P. A. Schutz & R. Pekrun (Eds.), Educational psychology series. Emotion in education (pp. 107-124). San Diego, CA: Elsevier Academic Press. doi: 10.1016/B978-012372545-5/50008-3.
Linnenbrink, E. A., Ryan, A. M., & Pintrich, P. R. (1999). The role of goals and affect in working memory functioning. Learning and Individual Differences, 11(2), 213-230. doi: 10.1016/S1041-6080(00)80006-0.
Marchand, G.C., & Gutierrez, A.P. (2012). The role of emotion in the online learning: Comparisons between online and face-to-face learning settings. Internet and Higher Education. 15, 150-160.
Moreno, R. (2006). Does modality principle hold for different media? A test of the method-affect-learning hypothesis. Journal of Computer Assisted Learning. 22. 149-158.
Paas, F., vanGog, T., & Sweller, J. (2010). Cognitive load theory: New conceptualization, specification and integrated research perspectives. Educational Psychology Reviews. 22. 115-121.
Park, B., Knörzer, L., Plass, J., & Brünken, R. (2015). Emotional design and positive emotions in multimedia learning: An eyetracking study on the use of anthropomorphisms. Computers and Education, 86, 30-42. doi: 10.1016/j.compedu.2015.02.016.
Pekrun, R. (2006). The control-value theory of achievement emotions: Assumptions, corollaries, and implications for educational research and practice. Educational Psychology Reviews. 18 (3). 315-341.
Pekrun, R., Elliot, A.J., & Maier, M.A. (2009). Achievement goals and achievement emotions: Testing a model of their joint relations with academic performance. Journal of Educational Psychology. 101 (1). 115-135.
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., 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. 36-48.
Plass, J. L., & Kaplan, U. (2016). Emotional design in digital media for learning. In S. Y. Tettegah & M. Gartmeier (Eds.), Emotions, technology, design, and learning (pp. 131-161). San Diego, CA: Elsevier Academic Press. doi: 10.1016/B978-0-12-801856-9.00007-4.
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, doi: 10.1016/j.lindif.2013.01.006.
Scheiter, K., Gerjets, P., Vollman, B., & Catrambone, R. (2009). The impact of learner characteristics on information utilizations strategies, cognitive load experienced, and performance in hypermedia learning. Learning and Instructions. 19. 387-401.
Sunawan & Xiong, J. (2017). The Impact of Control Belief and Learning Disorientation on Cognitive Load: The Mediating Effect Academic Emotions on Two Types of Hypermedia Learning Environments. The Turkish Online Journal of Educational Technology, 16(1), 177-189.
Sweller, J. (2010). Element interactivity and intrinsic, extraneous and germane cognitive load. Educational Psychology Review. 22, 123-138.
Sweller, J., Ayres, P., & Kalyuga, S. (2011). Cognitive load theory: Explorations in the learning sciences, instructional system and performance technologies. New York, NY: Springer Science + Business Media.
Thrash, T. M., & Hurst, A. L. (2008). Approach and avoidance motivation in the achievement domain: Integrating the achievement motive and achievement goal tradition. In A. J. Elliot (Ed.), Handbook of Approach and Avoidance Motivation (pp. 217-233). New York, NY: Psychology Press.
Valiente, C., Swanson, J., & Eisenberg, N. (2012). Linking students’ emotions and academic achievement: When and why emotions matter. Child Development Perspective. 6 (2), 129-135.
Vytal, K., Cornwel,B., Arkin, N., & Grillon, C. (2012). Describing the interplay between anxiety and cognition: From impaired performance under low cognitive load to reduced anxiety under high load. Psychophysiology. 49, 842-852.
Wirth, J., Künsting, J., & Leutner, D. (2009). The impact of goal specificity and goal type on learning outcome and cognitive load. Computers in Human Behavior. 25, 299-305. doi: 10.1016/j.chb.2008.12.004.
You, J.W., & Kang, M. (2014). The role of academic emotions in the relationship between perceived academic control and self-regulated learning in online learning. Computer and Education. 77, 125-133.
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