Enhancing Multimedia Learning by Emotional Arousal

References

• Acarturk, C., & Ozcelik, E. (2017). Secondary-task effects on learning with multimedia: An investigation through eye-movement analysis. The Journal of Experimental Education, 85(1), 126–141. https://doi.org/10.1080/00220973.2016.1143793
   Web of Science ®Google Scholar
• 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. https://doi.org/10.1016/j.cedpsych.2010.08.001
   Web of Science ®Google Scholar
• Ainley, M., Hidi, S., & Berndorff, D. (2002). Interest, learning, and the psychological processes that mediate their relationship. Journal of Educational Psychology, 94(3), 545–561. https://doi.org/10.1037/0022-0663.94.3.545
   Web of Science ®Google Scholar
• Arslan‐Ari, I. (2018). Learning from instructional animations: How does prior knowledge mediate the effect of visual cues? Journal of Computer Assisted Learning, 34(2), 140–149. https://doi.org/10.1111/jcal.12222
   Web of Science ®Google Scholar
• Bradley, M. M., Greenwald, M. K., Petry, M. C., & Lang, P. J. (1992). Remembering pictures: Pleasure and arousal in memory. Journal of Experimental Psychology: Learning, Memory, and Cognition, 18, 379–390. https://doi.org/10.1037/0278-7393.18.2.379
   PubMed Web of Science ®Google Scholar
• Brom, C., Šisler, V., Slussareff, M., Selmbacherová, T., & Hlávka, Z. (2016). You like it, you learn it: Affectivity and learning in competitive social role play gaming. International Journal of Computer-Supported Collaborative Learning, 11(3), 313–348. https://doi.org/10.1007/s11412-016-9237-3
   Web of Science ®Google Scholar
• Brom, C., Stárková, T., & D'Mello, S. K. (2018). How effective is emotional design? A meta-analysis on facial anthropomorphisms and pleasant colors during multimedia learning. Educational Research Review, 25, 100–119. https://doi.org/10.1016/j.edurev.2018.09.004
   Web of Science ®Google Scholar
• Brünken, R., Plass, J. L., & Moreno, R. (2010). Current issues and open questions in cognitive load research. In J. L. Plass, R. Moreno, & R. Brunken (Eds.), Cognitive load theory (pp. 253–272). Cambridge University Press. https://doi.org/10.1017/cbo9780511844744.014
   Google Scholar
• Buchanan, T., & Adolphs, R. (2002). The role of the human amygdala in emotional modulation of long-term declarative memory. In S. Moore & M. Oaksford (Eds.), Emotional cognition: From brain to behavior (pp. 9–34). John Benjamins. https://doi.org/10.1075/aicr.44.02buc
   Google Scholar
• Buff, A., Reusser, K., Rakoczy, K., & Pauli, C. (2011). Activating positive affective experiences in the classroom: “Nice to have” or something more? Learning and Instruction, 21(3), 452–466. https://doi.org/10.1016/j.learninstruc.2010.07.008
   Web of Science ®Google Scholar
• Cacioppo, J. T., Von Hippel, W., & Ernst, J. M. (1997). Mapping cognitive structures and processes through verbal content: The thought-listing technique. Journal of Consulting and Clinical Psychology, 65(6), 928–940.
   PubMed Web of Science ®Google Scholar
• Cagiltay, N. E., Ozcelik, E., & Ozcelik, N. S. (2015). The effect of competition on learning in games. Computers & Education, 87, 35–41. https://doi.org/10.1016/j.compedu.2015.04.001
   Web of Science ®Google Scholar
• Cahill, L., & McGaugh, J. L. (1998). Mechanisms of emotional arousal and lasting declarative memory. Trends in Neurosciences, 21(7), 294–299. https://doi.org/10.1016/S0166-2236(97)01214-9
   PubMed Web of Science ®Google Scholar
• Canli, T., Zhao, Z., Brewer, J., Gabrieli, J. D., & Cahill, L. (2000). Event-related activation in the human amygdala associates with later memory for individual emotional experience. The Journal of Neuroscience, 20(19), RC99. https://doi.org/10.1523/JNEUROSCI.20-19-j0004.2000
   PubMed Web of Science ®Google Scholar
• Christianson, S. A., & Engelberg, E. (1999). Organization of emotional memories. In T. Dalgleish & M. Power (Eds.), The handbook of cognition and emotion (pp. 211–227). John Wiley & Sons, Ltd. https://doi.org/10.1002/0470013494.ch11
   Google Scholar
• Chung, S., & Cheon, J. (2020). Emotional design of multimedia learning using background images with motivational cues. Journal of Computer Assisted Learning, 36(6), 922–932. https://doi.org/10.1111/jcal.12450
   Web of Science ®Google Scholar
• Chung, S., Cheon, J., & Lee, K. W. (2015). Emotion and multimedia learning: An investigation of the effects of valence and arousal on different modalities in an instructional animation. Instructional Science, 43(5), 545–559. https://doi.org/10.1007/s11251-015-9352-y
   Web of Science ®Google Scholar
• Crooks, S. M., Cheon, J., Inan, F., Ari, F., & Flores, R. (2012). Modality and cueing in multimedia learning: Examining cognitive and perceptual explanations for the modality effect. Computers in Human Behavior, 28(3), 1063–1071. https://doi.org/10.1016/j.chb.2012.01.010
   Web of Science ®Google Scholar
• 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. Contemporary Educational Psychology, 36(1), 25–35. https://doi.org/10.1016/j.cedpsych.2010.10.001
   Web of Science ®Google Scholar
• Dolcos, F., & McCarthy, G. (2006). Brain systems mediating cognitive inference by emotional distraction. The Journal of Neuroscience, 26(7), 2072–2079. https://doi.org/10.1523/JNEUROSCI.5042-05.2006
   PubMed Web of Science ®Google Scholar
• Efklides, A., & Volet, S. (2005). Feelings and emotions in the learning process. Learning and Instruction, 15(5), 377–380. https://doi.org/10.1016/j.learninstruc.2005.07.006
   Web of Science ®Google Scholar
• Endres, T., Weyreter, S., Renkl, A., & Eitel, A. (2020). When and why does emotional design foster learning? Evidence for situational interest as a mediator of increased persistence. Journal of Computer Assisted Learning, 36(4), 514–525. https://doi.org/10.1111/jcal.12418
   Web of Science ®Google Scholar
• Gagnon, L., & Peretz, I. (2003). Mode and tempo relative contributions to “happy-sad” judgements in equitone melodies. Cognition and Emotion, 17(1), 25–40. https://doi.org/10.1080/02699930302279
   PubMed Web of Science ®Google Scholar
• Garner, R., Gillingham, M. G., & White, C. S. (1989). Effects of 'seductive details’ on macroprocessing and microprocessing in adults and children. Cognition and Instruction, 6(1), 41–57. https://doi.org/10.1207/s1532690xci0601_2
   Web of Science ®Google Scholar
• Gong, S., Shangguan, C., Zhai, K., & Guo, Y. (2017). The effects of emotional design on multimedia learning. Acta Psychologica Sinica, 49(6), 771–782. https://doi.org/10.3724/SP.J.1041.2017.00771
   Google Scholar
• Hamann, S. (2001). Cognitive and neural mechanisms of emotional memory. Trends in Cognitive Sciences, 5(9), 394–400. https://doi.org/10.1016/S1364-6613(00)01707-1
   PubMed Web of Science ®Google Scholar
• Harp, S. F., & Mayer, R. E. (1997). The role of interest in learning from scientific text and illustrations: On the distinction between emotional interest and cognitive interest. Journal of Educational Psychology, 89(1), 92–102. https://doi.org/10.1037/0022-0663.89.1.92
   Web of Science ®Google Scholar
• Hayes, A. F. (2013). Introduction to mediation: A regression-based approach. Guilford press.
   Google Scholar
• Hidi, S., & Anderson, V. (1992). Situational interest and its impact on reading and expository writing. In A. Renninger, S. Hidi, & A. Krapp (Eds.), The role of interest in learning and development (pp. 215–238). Lawrence Erlbaum.
   Google Scholar
• Huk, T., & Ludwigs, S. (2009). Combining cognitive and affective support in order to promote learning. Learning and Instruction, 19(6), 495–505. https://doi.org/10.1016/j.learninstruc.2008.09.001
   Web of Science ®Google Scholar
• Kensinger, E. A., & Schacter, D. L. (2008). Memory and emotion. In M. Lewis, J. M. Haviland-Jones, & L. Barrett (Eds.), Handbook of emotions (3rd ed., pp. 601–617). Guilford Press.
   Google Scholar
• Knörzer, L., Brünken, R., & Park, B. (2016). Facilitators or suppressors: Effects of experimentally induced emotions on multimedia learning. Learning and Instruction, 44, 97–107. https://doi.org/10.1016/j.learninstruc.2016.04.002
   Web of Science ®Google Scholar
• Krapp, A., Hidi, S., & Renninger, K. A. (1992). Interest, learning and development. In K. A. Renninger, S. Hidi, & A. Krapp (Eds.), The role of interest in learning and development (pp. 3–25). Erlbaum.
   Google Scholar
• Kumar, J. A., Muniandy, B., & Yahaya, W. A. J. W. (2019). Exploring the effects of emotional design and emotional intelligence in multimedia-based learning: An engineering educational perspective. New Review of Hypermedia and Multimedia, 25(1–2), 57–86. https://doi.org/10.1080/13614568.2019.1596169
   Web of Science ®Google Scholar
• Lang, P. J., Bradley, M. M., & Cuthbert, B. N. (2008). International affective picture system (IAPS): Affective ratings of pictures and instruction manual. University of Florida. https://csea.phhp.ufl.edu/Media.html
   Google Scholar
• Lang, P. J., Greenwald, M. K., Bradley, M. M., & Hamm, A. O. (1993). Looking at pictures: Affective, facial, visceral, and behavioral reactions. Psychophysiology, 30(3), 261–273. https://doi.org/10.1111/j.1469-8986.1993.tb03352.x
   PubMed Web of Science ®Google Scholar
• Langton, S. R., Law, A. S., Burton, A. M., & Schweinberger, S. R. (2008). Attention capture by faces. Cognition, 107(1), 330–342. https://doi.org/10.1016/j.cognition.2007.07.012
   PubMed Web of Science ®Google Scholar
• Le, Y., Liu, J., Deng, C., & Dai, D. Y. (2018). Heart rate variability reflects the effects of emotional design principle on mental effort in multimedia learning. Computers in Human Behavior, 89, 40–47. https://doi.org/10.1016/j.chb.2018.07.037
   Web of Science ®Google Scholar
• Lee, T. H., Sakaki, M., Cheng, R., Velasco, R., & Mather, M. (2014). Emotional arousal amplifies the effects of biased competition in the brain. Social Cognitive and Affective Neuroscience, 9(12), 2067–2077. https://doi.org/10.1093/scan/nsu015
   PubMed Web of Science ®Google Scholar
• Leutner, D. (2014). Motivation and emotion as mediators in multimedia learning. Learning and Instruction, 29, 174–175. https://doi.org/10.1016/j.learninstruc.2013.05.004
   Web of Science ®Google Scholar
• Levine, L. J., & Edelstein, R. S. (2009). Emotion and memory narrowing: A review and goal-relevance approach. Cognition & Emotion, 23(5), 833–875. https://doi.org/10.1080/02699930902738863
   Web of Science ®Google Scholar
• Linnenbrink-Garcia, L., & Pekrun, R. (2011). Students’ emotions and academic engagement: Introduction to the special issue. Contemporary Educational Psychology, 36(1), 1–3. https://doi.org/10.1016/j.cedpsych.2010.11.004
   Web of Science ®Google Scholar
• Magner, U. I., Schwonke, R., Aleven, V., Popescu, O., & Renkl, A. (2014). Triggering situational interest by decorative illustrations both fosters and hinders learning in computer-based learning environments. Learning and Instruction, 29, 141–152. https://doi.org/10.1016/j.learninstruc.2012.07.002
   Web of Science ®Google Scholar
• Mather, M., & Sutherland, M. R. (2011). Arousal-biased competition in perception and memory. Perspectives on Psychological Science, 6(2), 114–133. https://doi.org/10.1177/1745691611400234
   Web of Science ®Google Scholar
• Mayer, E. R., & Estrella, G. (2014). Benefits of emotional design in multimedia instruction. Learning and Instruction, 12, 12–18. https://doi.org/10.1016/j.learninstruc.2014.02.004
   Google Scholar
• McGaugh, J. L. (2004). The amygdala modulates the consolidation of memories of emotionally arousing experiences. Annual Review of Neuroscience, 27(1), 1–28. https://doi.org/10.1146/annurev.neuro.27.070203.144157
   PubMed Web of Science ®Google Scholar
• McGaugh, J. L. (2006). Make mild moments memorable: Add a little arousal. Trends in Cognitive Sciences, 10(8), 345–347. https://doi.org/10.1016/j.tics.2006.06.001
   PubMed Web of Science ®Google Scholar
• Meinhardt, J., & Pekrun, R. (2003). Attentional resource allocation to emotional events: An ERP study. Cognition and Emotion, 17(3), 477–500. https://doi.org/10.1080/02699930244000039
   PubMed Web of Science ®Google Scholar
• Moreno, R. (2006). Learning in high-tech and multimedia environments. Current Directions in Psychological Science, 15(2), 63–67. https://doi.org/10.1111/j.0963-7214.2006.00408.x
   Web of Science ®Google Scholar
• Moreno, R. (2007). Optimising learning from animations by minimizing cognitive load: Cognitive and affective consequences of signaling and segmentation methods. Applied Cognitive Psychology, 21(6), 765–781. https://doi.org/10.1002/acp.1348
   Web of Science ®Google Scholar
• Moreno, R. (2010). Cognitive load theory: More food for thought. Instructional Science, 38(2), 135–141. https://doi.org/10.1007/s11251-009-9122-9
   Web of Science ®Google Scholar
• Münchow, H., Mengelkamp, C., & Bannert, M. (2017). The better you feel the better you learn: Do warm colours and rounded shapes enhance learning outcome in multimedia learning? Education Research International, 2017, 1–15. https://doi.org/10.1155/2017/2148139
   Web of Science ®Google Scholar
• Navratil, S. D., Kühl, T., & Heidig, S. (2018). Why the cells look like that–the influence of learning with emotional design and elaborative interrogations. Frontiers in Psychology, 9, 1653. https://doi.org/10.3389/fpsyg.2018.01653
   PubMed Web of Science ®Google Scholar
• Nobel Media. (2014, December 21). Immune system - In more detail. http://www.nobelprize.org/educational/medicine/immunity/immune-detail.html
   Google Scholar
• Ozcelik, E. (2015). The effect of post-learning arousal on memory in education. International Journal of Innovation and Learning, 18(2), 266–276. https://doi.org/10.1504/IJIL.2015.070930
   Google Scholar
• Ozcelik, E. (2020). Implications of cognitive theories for optimizing higher education learning. In Y. Inoue-Smith & T. McVey (Eds.), Optimizing higher education learning through activities and assessments (pp. 38–58). IGI Global. https://doi.org/10.4018/978-1-7998-4036-7.ch003
   Google Scholar
• Ozcelik, E., Arslan-Ari, I., & Cagiltay, K. (2010). Why does signaling enhance multimedia learning? Evidence from eye movements. Computers in Human Behavior, 26(1), 110–117. https://doi.org/10.1016/j.chb.2009.09.001
   Web of Science ®Google Scholar
• Ozcelik, E., Cagiltay, N. E., & Ozcelik, N. S. (2013). The effect of uncertainty on learning in game-like environments. Computers & Education, 67, 12–20. https://doi.org/10.1016/j.compedu.2013.02.009
   Web of Science ®Google Scholar
• Paas, F. (1992). Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive load approach. Journal of Educational Psychology, 84(4), 429–434. https://doi.org/10.1037/0022-0663.84.4.429
   Web of Science ®Google Scholar
• Paas, F., Renkl, A., & Sweller, J. (2004). Cognitive load theory: Instructional implications of the interaction between information structures and cognitive architecture. Instructional Science, 32(1–2), 1–8. https://doi.org/10.1023/B:TRUC.0000021806.17516.d0
   Web of Science ®Google Scholar
• Park, B., Knörzer, L., Plass, J. L., & Brünken, R. (2015). Emotional design and positive emotions in multimedia learning: An eyetracking study on the use of anthropomorphisms. Computers & Education, 86, 30–42. https://doi.org/10.1016/j.compedu.2015.02.016
   Web of Science ®Google Scholar
• Park, B., Moreno, R., Seufert, T., & Brünken, R. (2011). Does cognitive load moderate the seductive details effect? A multimedia study. Computers in Human Behavior, 27(1), 5–10. https://doi.org/10.1016/j.chb.2010.05.006
   Web of Science ®Google Scholar
• Pekrun, R. (2005). Progress and open problems in educational emotion research. Learning and Instruction, 15(5), 497–506. https://doi.org/10.1016/j.learninstruc.2005.07.014
   Web of Science ®Google Scholar
• 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. https://doi.org/10.1007/s10648-006-9029-9
   Web of Science ®Google Scholar
• 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. https://doi.org/10.1016/j.cedpsych.2010.10.002
   Web of Science ®Google Scholar
• 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. https://doi.org/10.1207/S15326985EP3702_4
   Web of Science ®Google Scholar
• Plass, J. L., Heidig, S., Hayward, E. O., Homer, B. D., & Um, E. (2014). Emotional design in multimedia learning: Effects of shape and color on affect and learning. Learning and Instruction, 29, 128–140. https://doi.org/10.1016/j.learninstruc.2013.02.006
   Web of Science ®Google Scholar
• Plass, J. L., & Kalyuga, S. (2019). Four ways of considering emotion in cognitive load theory. Educational Psychology Review, 31(2), 339–359. https://doi.org/10.1007/s10648-019-09473-5
   Web of Science ®Google Scholar
• Sadoski, M., Goetz, E. T., & Rodriguez, M. (2000). Engaging texts: Effects of concreteness on comprehensibility, interest, and recall in four text types. Journal of Educational Psychology, 92(1), 85–95. https://doi.org/10.1037/0022-0663.92.1.85
   Web of Science ®Google Scholar
• Schiefele, U. (1991). Interest, learning, and motivation. Educational Psychologist, 26(3–4), 299–323. https://doi.org/10.1080/00461520.1991.9653136
   Web of Science ®Google Scholar
• Schiefele, U., & Krapp, A. (1996). Topic interest and free recall of expository text. Learning and Individual Differences, 8(2), 141–160. https://doi.org/10.1016/S1041-6080(96)90030-8
   Web of Science ®Google Scholar
• Schmeck, A., Opfermann, M., Van Gog, T., Paas, F., & Leutner, D. (2015). Measuring cognitive load with subjective rating scales during problem solving: Differences between immediate and delayed ratings. Instructional Science, 43(1), 93–114. https://doi.org/10.1007/s11251-014-9328-3
   Web of Science ®Google Scholar
• Schneider, S., Nebel, S., & Rey, G. D. (2016). Decorative pictures and emotional design in multimedia learning. Learning and Instruction, 44, 65–73. https://doi.org/10.1016/j.learninstruc.2016.03.002
   Web of Science ®Google Scholar
• Schneider, S., Wirzberger, M., & Rey, G. D. (2019). The moderating role of arousal on the seductive detail effect in a multimedia learning setting. Applied Cognitive Psychology, 33(1), 71–84. https://doi.org/10.1002/acp.3473
   Web of Science ®Google Scholar
• Schutz, P. A., & Lanehart, S. L. (2002). Introduction: Emotions in education. Educational Psychologist, 37(2), 67–68. https://doi.org/10.1207/S15326985EP3702_1
   Web of Science ®Google Scholar
• Schutz, P. A., & Pekrun, R. (2007). Emotion in education. Elsevier Academic Press. https://doi.org/10.1016/b978-012372545-5/50002-2
   Google Scholar
• Silvia, P. J. (2008). Interest—The curious emotion. Current Directions in Psychological Science, 17(1), 57–60. https://doi.org/10.1111/j.1467-8721.2008.00548.x
   Web of Science ®Google Scholar
• Squire, L. R. (1986). Mechanisms of memory. Science, 232(4758), 1612–1619. https://doi.org/10.1126/science.3086978
   PubMed Web of Science ®Google Scholar
• Stark, L., Brünken, R., & Park, B. (2018). Emotional text design in multimedia learning: A mixed-methods study using eye tracking. Computers & Education, 120, 185–196. https://doi.org/10.1016/j.compedu.2018.02.003
   Web of Science ®Google Scholar
• Stárková, T., Lukavský, J., Javora, O., & Brom, C. (2019). Anthropomorphisms in multimedia learning: Attract attention but do not enhance learning? Journal of Computer Assisted Learning, 35(4), 555–568. https://doi.org/10.1111/jcal.12359
   Web of Science ®Google Scholar
• Teigen, K. H. (1994). Yerkes-Dodson: A law for all seasons. Theory & Psychology, 4(4), 525–547. https://doi.org/10.1177/0959354394044004
   Web of Science ®Google Scholar
• Um, E., Plass, J. L., Hayward, E. O., & Homer, B. D. (2012). Emotional design in multimedia learning. Journal of Educational Psychology, 104(2), 485–498. https://doi.org/10.1037/a0026609
   Web of Science ®Google Scholar
• Um, E., Song, H. S., & Plass, J. L. (2007, June). The effect of positive emotions on multimedia learning. In C. Montgomerie & J. Seale (Eds.), Proceedings of ED-MEDIA 2007: World Conference on Educational Multimedia, Hypermedia & Telecommunications. ED-MEDIA 2007: World Conference on Educational Multimedia, Hypermedia & Telecommunications, Vancouver, Canada (pp. 4176–4185). Association for the Advancement of Computing in Education.
   Google Scholar
• Uzun, A. M., & Yıldırım, Z. (2018). Exploring the effect of using different levels of emotional design features in multimedia science learning. Computers & Education, 119, 112–128. https://doi.org/10.1016/j.compedu.2018.01.002
   Web of Science ®Google Scholar
• Warriner, A. B., Kuperman, V., & Brysbaert, M. (2013). Norms of valence, arousal, and dominance for 13,915 English lemmas. Behavior Research Methods, 45(4), 1191–1207. https://doi.org/10.3758/s13428-012-0314-x
   PubMed Web of Science ®Google Scholar
• Wong, R. M., & Adesope, O. O. (2021). Meta-Analysis of emotional designs in multimedia learning: A replication and extension study. Educational Psychology Review, 33(2), 357–385. https://doi.org/10.1007/s10648-020-09545-x
   Web of Science ®Google Scholar