Feeling good, learning better? Effectivity of an emotional design procedure in multimedia learning

References

• Ainley, M., & Hidi, S. (2014). Interest and enjoyment. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 205–227). New York: Routledge.
   Google Scholar
• Aspinwall, L. G. (1998). Rethinking the role of positive affect in self-regulation. Motivation and Emotion, 22, 1–32. doi:10.1023/A:1023080224401
   Web of Science ®Google Scholar
• Barcikowski, R. S., & Robey, R. R. (1984). Decisions in single group repeated measures analysis: Statistical tests and three computer packages. The American Statistician, 38, 148–150. doi:10.2307/2683254
   Web of Science ®Google Scholar
• Berking, M., & Znoj, H. (2008). Entwicklung und validierung eines fragebogens zur standardisierten selbsteinschätzung emotionaler kompetenzen (SEK-27). [Development and validation of a self-report measure for the assessment of emotion regulation skills (SEK-27)]. Zeitschrift Für Psychiatrie, Psychologie Und Psychotherapie, 56, 141–153. doi:10.1024/1661-4747.56.2.141
   Web of Science ®Google Scholar
• Berry, D. S., & McArthur, L. Z. (1985). Some components and consequences of a babyface. Journal of Personality and Social Psychology, 48, 312–323. doi:10.1037/0022-3514.48.2.312
   Web of Science ®Google Scholar
• Bloom, B. S., Engelhart, M. D., Furst, E. J., Hill, W. H., & Krathwohl, D. R. (1956). Taxonomy of educational objectives: The classification of educational goals. Handbook 1: Cognitive domain. New York: David McKay.
   Google Scholar
• Boyatzis, C. J., & Varghese, R. (1994). Children’s emotional associations with colors. The Journal of Genetic Psychology 155, 77–85. doi:10.1080/00221325.1994.9914760
   PubMed Web of Science ®Google Scholar
• Cohen, J. D., Cohen, P., West, S. G., & Aiken, L. (2003). Applied multiple regression/correlation analysis for the behavioral sciences (3rd ed.). Mahwah, NJ: Lawrence Erlbaum Associates, Inc. doi:10.2307/2064799
   Google Scholar
• D’Mello, S. K., & Graesser, A. C. (2014). Confusion. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 289–310). New York, NY: Routledge.
   Google Scholar
• Durik, A. M., & Harackiewicz, J. M. (2007). Different strokes for different folks: How individual interest moderates the effects of situational factors on task interest. Journal of Educational Psychology, 99, 597–610. doi:10.1037/0022-0663.99.3.597
   Web of Science ®Google Scholar
• Eid, M., Gollwitzer, M., & Schmitt, M. (2015). Statistik und forschungsmethoden. [Statistics and research methods] (4th ed.). Weinheim: Beltz.
   Google Scholar
• Elliot, A. J., & Maier, M. A. (2007). Color and psychological functioning. Current Directions in Psychological Science, 16, 250–254. doi:10.1111/j.1467-8721.2007.00514.x
   Web of Science ®Google Scholar
• Faul, F., Erdfelder, E., Buchner, A., & Lang, A.-G. (2009). Statistical power analyses using G * Power 3.1: Tests for correlation and regression analyses. Behavior Research Methods, 41, 1149–1160. doi:10.3758/BRM.41.4.1149
   PubMed Web of Science ®Google Scholar
• Graesser, A. C., & D’Mello, S. K. (2012). Emotions during the learning of difficult material. In B. Ross (Ed.), Psychology of learning and motivation (pp. 183–226). San Diego, CA: Elsevier.
   Google Scholar
• Hamid, P. N., & Newport, A. G. (1989). Effect of colour on physical strength and mood in children. Perceptual and Motor Skills, 69, 179–185. doi:10.2466/pms.1989.69.1.179
   PubMed Web of Science ®Google Scholar
• Hayes, A. (2013). Introduction to mediation, moderation, and conditional process analysis. A regression-based approach. New York, NY: Guilford Press.
   Google Scholar
• Heidig, S., Müller, J., & Reichelt, M. (2015). Emotional design in multimedia learning: Differentiation on relevant design features and their effects on emotions and learning. Computers in Human Behavior, 44, 81–95. doi:10.1016/j.chb.2014.11.009
   Web of Science ®Google Scholar
• Hemphill, M. (1996). A note on adults’ color-emotion associations. The Journal of Genetic Psychology, 157, 275–280. doi:10.1080/00221325.1996.9914865
   PubMed Web of Science ®Google Scholar
• Huang, C. (2011). Achievement goals and achievement emotions: A meta-analysis. Educational Psychology Review, 23, 359–388. doi:10.1007/s10648-011-9155-x
   Web of Science ®Google Scholar
• Isen, A. M., Daubman, K. A., & Nowicki, G. P. (1987). Positive affect facilitates creative problem solving. Journal of Personality and Social Psychology, 52, 1122–1131. doi:10.1037/0022-3514.52.6.1122
   PubMed Web of Science ®Google Scholar
• Isen, A. M., & Reeve, J. (2005). The influence of positive affect on intrinsic and extrinsic motivation: Facilitating enjoyment of play, responsible work behavior, and self-control. Motivation and Emotion, 29, 295–323. doi:10.1007/s11031-006-9019-8
   Web of Science ®Google Scholar
• Joyce, C. R. B., Zutshi, D. W., Hrubes, V., & Mason, R. M. (1975). Comparison of fixed interval and visual analogue scales for rating chronic pain. European Journal of Clinical Pharmacology, 8, 415–420. doi:10.1007/BF00562315
   PubMed Web of Science ®Google Scholar
• Kim, J., Lee, J., & Choi, D. (2003). Designing emotionally evocative homepages: An empirical study of the quantitative relations between design factors and emotional dimensions. International Journal of Human Computer Studies, 59, 899–940. doi:10.1016/j.ijhcs.2003.06.002
   Web of Science ®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. doi:10.1016/j.learninstruc.2016.04.002
   Web of Science ®Google Scholar
• Krohne, H., Egloff, B., Kohlmann, C., & Tausch, A. (1996). Untersuchungen mit einer deutschen version der “Positive and Negative Affect Schedule”(PANAS). [Studies with a German version of the “Positive and Negative Affect Schedule” (PANAS)]. Diagnostica, 42, 139–156.
   Web of Science ®Google Scholar
• Leiner, D. J. (2014). SoSci Survey. Retrieved from https://www.soscisurvey.de
   Google Scholar
• Mayer, R. E. (2009). Multimedia learning (2nd ed). New York, NY: Cambridge University Press.
   Google Scholar
• Mayer, R. E., & Estrella, G. (2014). Benefits of emotional design in multimedia instruction. Learning and Instruction, 33, 12–18. doi:10.1016/j.learninstruc.2014.02.004
   Web of Science ®Google Scholar
• Mayer, R. E. & Moreno, R (2003). Nine ways to reduce cognitive load in multimedia learning. Educational Psychologist, 38, 43–52.
   Google Scholar
• Mehta, R., & Zhu, R. (2009). Blue or red? Exploring the effect of color on cognitive task performances. Science, 323, 1226–1229. doi:10.1126/science.1169144
   PubMed Web of Science ®Google Scholar
• Moreno, R. (2005). Instructional technology - Promise and pitfalls. In L. PytlikZillig, M. Bodvarsson, & R. Bruning (Eds.), Technology-based education: Bringing researchers and practitioners together (pp. 1–19). Greenwich, CT: Information Age Publishing.
   Google Scholar
• Moreno, R., & Mayer, R. E. (2007). Interactive multimodal learning environments: Special issue on interactive learning environments: Contemporary issues and trends. Educational Psychology Review, 19, 309–326. doi:10.1007/s10648-007-9047-2
   Web of Science ®Google Scholar
• Mozilla Project. (2015). Mozilla Firefox [Computer Software]. Retrieved from http://www.mozilla.com/en-US/
   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, 2148139. doi:10.1155/2017/2148139
   Web of Science ®Google Scholar
• Nadler, R. T., Rabi, R., & Minda, J. P. (2010). Better mood and better performance. Learning rule-described categories is enhanced by positive mood. Psychological Science: A Journal of the American Psychological Society/APS, 21, 1770–1776. doi:10.1177/0956797610387441
   PubMed Web of Science ®Google Scholar
• Palmer, S. E., & Schloss, K. B. (2010). An ecological valence theory of human color preference. Proceedings of the National Academy of Sciences of the United States of America, 107, 8877–8882. doi:10.1073/pnas.0906172107
   PubMed 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. doi:10.1016/j.compedu.2015.02.016
   Web of Science ®Google Scholar
• Park, B., Plass, J. L., & Brünken, R. (2014). Cognitive and affective processes in multimedia learning. Learning and Instruction, 29, 125–127. doi:10.1016/j.learninstruc.2013.05.005
   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, 315–341. doi:10.1007/s10648-006-9029-9
   Web of Science ®Google Scholar
• Pekrun, R., Götz, 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 & Coping, 17, 287–316. doi:10.1080/10615800412331303847
   Web of Science ®Google Scholar
• Pekrun, R., & Stephens, E. J. (2011). Academic emotions. In K. R. Harris, S. Graham, & T. C. Urdan (Eds.), APA educational psychology handbook (pp. 3–31). Washington, D.C.: American Psychological Association. doi:10.1037/13274-000
   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. doi:10.1016/j.learninstruc.2013.02.006
   Web of Science ®Google Scholar
• Plass, J. L., & Kaplan, U. (2016). Emotional design in digital media for learning. In S. Tettegah & M. Gartmeier (Eds.), Emotions, technology, design and learning (pp. 131–162). London, UK: Elsevier.
   Google Scholar
• Rheinberg, F., Vollmeyer, R., & Burns, B. D. (2001). FAM: Ein fragebogen zur erfassung aktueller motivation in lern- und leistungssituationen. [QCM: A questionnaire to assess current motivation in learning situations]. Diagnostica, 47, 57–66. doi:10.1026//0012-1924.47.2.57
   Web of Science ®Google Scholar
• Scherer, K. R. (1984). Emotion as a multicomponent process: A model and some crosscultural data. In P. Shaver (Ed.), Review of personality and social psychology (pp. 37–63). Beverly Hills, CA: Sage.
   Google Scholar
• Schneider, S., Nebel, S., & Rey, G. D. (2016). Decorative pictures and emotional design in multimedia learning. Learning and Instruction, 44, 65–73. doi:10.1016/j.learninstruc.2016.03.002
   Web of Science ®Google Scholar
• Shuman, V., & Scherer, K. R. (2014). Concepts and structures of emotions. In R. Pekrun & L. Linnenbrink-Garcia (Eds.), International handbook of emotions in education (pp. 13–35). New York: Routledge.
   Google Scholar
• Spinath, B., Stiensmeier-Pelster, J., Schöne, C., & Dickhäuser, O. (2002). Skalen zur erfassung der lern- und leistungsmotivation. [Scales for assessing motivation for learning and achievement]. Göttingen: Hogrefe.
   Google Scholar
• Stone, N. J., & English, A. J. (1998). Task type, posters, and workspace color on mood, satisfaction and performance. Journal of Environmental Psychology, 18, 175–185. doi:10.1006/jevp.1998.0084
   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, 485–498. doi:10.1037/a0026609
   Web of Science ®Google Scholar
• Watson, D., Clark, L. A., & Tellegen, A. (1988). Development and validation of brief measures of positive and negative affect: the PANAS scales. Journal of Personality and Social Psychology, 54, 1063–1070. doi:10.1037/0022-3514.54.6.1063
   PubMed Web of Science ®Google Scholar