Facilitators or suppressors: Effects of experimentally induced emotions on multimedia learning

Abstract The present study investigated the influence of experimentally induced emotions (positive, neutral, negative) on learning with multimedia instruction with N  = 75 university students. In order to provide sound explanations about how emotional state might impact learning, measures of motivation, cognitive load, and attentional processes (eye tracking) were integrated. Results showed that while emotions did not influence retention, emotions did influence outcomes of the comprehension and transfer test. Specifically, a facilitating effect of an induced negative emotional state on learning outcomes was observed, which could be attributed to a more focused and detailed information processing. In contrast, an induced positive emotional state had a suppressing effect on learning outcomes since learners were distracted from the learning materials by their emotions. Motivational measures were not influenced by learners' different emotional states, but overall, controlled motivation increased and autonomous motivation decreased during learning. In sum, the learners' emotional state should be considered in learning research as an important predictor for learning success.

[1]  T. Goetz,et al.  Academic Emotions in Students' Self-Regulated Learning and Achievement: A Program of Qualitative and Quantitative Research , 2002 .

[2]  Fred Paas,et al.  Cognitive Load Theory: Measuring Cognitive Load , 2010 .

[3]  J. V. Wood,et al.  Does affect induce self-focused attention? , 1990, Journal of personality and social psychology.

[4]  Roland Brünken,et al.  Emotional design and positive emotions in multimedia learning: An eyetracking study on the use of anthropomorphisms , 2015, Comput. Educ..

[5]  R. Moreno,et al.  Does the modality principle hold for different media? A test of the method-affects-learning hypothesis , 2006, J. Comput. Assist. Learn..

[6]  O. John,et al.  Individual differences in two emotion regulation processes: implications for affect, relationships, and well-being. , 2003, Journal of personality and social psychology.

[7]  R. Kessels,et al.  The Backward Span of the Corsi Block-Tapping Task and Its Association With the WAIS-III Digit Span , 2008, Assessment.

[8]  D. Watson,et al.  Toward a consensual structure of mood. , 1985, Psychological bulletin.

[9]  Eunjoon Rachel Um,et al.  Emotional design in multimedia learning. , 2012 .

[10]  F. Hesse,et al.  Experimental inductions of emotional states and their effectiveness: A review , 1994 .

[11]  K. Fiedler,et al.  Mood and the regulation of information processing and behavior , 2006 .

[12]  L PlassJan,et al.  Emotional design and positive emotions in multimedia learning , 2015 .

[13]  K. Rayner Eye movements in reading and information processing: 20 years of research. , 1998, Psychological bulletin.

[14]  Jan L. Plass,et al.  Interactivity in multimedia learning: An integrated model , 2010, Comput. Hum. Behav..

[15]  HeidigSteffi,et al.  Emotional design in multimedia learning , 2015 .

[16]  R. Kessels,et al.  The Corsi Block-Tapping Task: Standardization and Normative Data , 2000, Applied neuropsychology.

[17]  H. Ellis,et al.  Irrelevant thoughts, emotional mood states, and cognitive task performance , 1991, Memory & cognition.

[18]  Roland Brünken,et al.  Cognitive and affective effects of seductive details in multimedia learning , 2015, Comput. Hum. Behav..

[19]  Anastasia Efklides,et al.  Metacognitive knowledge of effort, personality factors, and mood state: their relationships with effort-related metacognitive experiences , 2006 .

[20]  J. Russell Core affect and the psychological construction of emotion. , 2003, Psychological review.

[21]  Melvin M. Mark,et al.  The influence of mood state on judgment and action: Effects on persuasion, categorization, social justice, person perception, and judgmental accuracy , 1992 .

[22]  Craig A. Smith,et al.  From appraisal to emotion: Differences among unpleasant feelings , 1988 .

[23]  R. Pekrun,et al.  Always look on the broad side of life: happiness increases the breadth of sensory memory. , 2011, Emotion.

[24]  R. Mayer,et al.  Benefits of emotional design in multimedia instruction , 2014 .

[25]  F. Paas,et al.  Attention guidance in learning from a complex animation: Seeing is understanding? , 2010 .

[26]  M. Just,et al.  Eye fixations and cognitive processes , 1976, Cognitive Psychology.

[27]  Peter König,et al.  Emotions and personality traits as high-level factors in visual attention: a review , 2012, Front. Hum. Neurosci..

[28]  R. Vallerand,et al.  On the Assessment of Situational Intrinsic and Extrinsic Motivation: The Situational Motivation Scale (SIMS) , 2000 .

[29]  John Sweller,et al.  Cognitive Load Theory , 2020, Encyclopedia of Education and Information Technologies.

[30]  Elizabeth O. Hayward,et al.  Emotional design in multimedia learning: Effects of shape and color on affect and learning , 2014 .

[31]  Richard E. Mayer,et al.  Cognitive Theory of Multimedia Learning , 2021, The Cambridge Handbook of Multimedia Learning.

[32]  Klaus R. Scherer,et al.  CONCEPTS AND STRUCTURES OF EMOTIONS , 2014 .

[33]  M. Oaksford,et al.  Mood, reasoning, and central executive processes. , 1996 .

[34]  Benjamin Naumann,et al.  Mental Representations A Dual Coding Approach , 2016 .

[35]  A. Graesser,et al.  Dynamics of affective states during complex learning , 2012 .

[36]  Robert J. Vallerand,et al.  The mediating role of positive and negative affect in the situational motivation-performance relationship , 2013 .

[37]  D. Watson,et al.  Development and validation of brief measures of positive and negative affect: the PANAS scales. , 1988, Journal of personality and social psychology.

[38]  Charles B. Hodges,et al.  Effects of an emotion control treatment on academic emotions, motivation and achievement in an online mathematics course , 2012 .

[39]  Daniel Smilek,et al.  Emotional Valence and Arousal Interact in Attentional Control , 2008, Psychological science.

[40]  J. Coyne,et al.  Demand characteristics and the Velten mood induction procedure. , 1981 .

[41]  R. Mayer,et al.  Interactive Multimodal Learning Environments , 2007 .

[42]  Heather C. Lench,et al.  Discrete emotions predict changes in cognition, judgment, experience, behavior, and physiology: a meta-analysis of experimental emotion elicitations. , 2011, Psychological bulletin.

[43]  L. Pessoa,et al.  Positive emotions broaden the scope of attention and thought‐action repertoires , 2005, Cognition & emotion.

[44]  M. D’Esposito Working memory. , 2008, Handbook of clinical neurology.

[45]  Lucy Robertson International handbook of emotions in education , 2015 .

[46]  B. Weiner An attributional theory of achievement motivation and emotion. , 1985, Psychological review.

[47]  B. Abler,et al.  Emotion Regulation Questionnaire – Eine deutschsprachige Fassung des ERQ von Gross und John , 2009 .

[48]  Slava Kalyuga,et al.  Incorporating Learner Experience into the Design of Multimedia Instruction. , 2000 .

[49]  K. Fiedler,et al.  Mood and the generation effect , 2003, Cognition & emotion.

[50]  Peter König,et al.  Emotions' Impact on Viewing Behavior under Natural Conditions , 2013, PloS one.

[51]  R. Pekrun The Control-Value Theory of Achievement Emotions: Assumptions, Corollaries, and Implications for Educational Research and Practice , 2006 .

[52]  Debra K. Meyer,et al.  Students' Reports of Motivation and Negative Affect: A Theoretical and Empirical Analysis. , 1998 .

[53]  F. Paas Training strategies for attaining transfer of problem-solving skill in statistics: A cognitive-load approach. , 1992 .

[54]  Mary Hegarty,et al.  Effects of knowledge and display design on comprehension of complex graphics , 2010 .

[55]  A. Isen,et al.  Positive affect facilitates creative problem solving. , 1987, Journal of personality and social psychology.

[56]  R. Beckwith,et al.  Talking with Feeling: Integrating Affective and Linguistic Expression in Early Language Development , 1989 .

[57]  Barbara L. Fredrickson,et al.  Cultivating Positive Emotions to Optimize Health and Well-Being , 2000 .

[58]  H. Ellis,et al.  Emotional mood states and memory: elaborative encoding, semantic processing, and cognitive effort. , 1984, Journal of experimental psychology. Learning, memory, and cognition.

[59]  Roland Brünken,et al.  The Rhythm Method: A New Method for Measuring Cognitive Load—An Experimental Dual‐Task Study , 2015 .

[60]  E. Deci,et al.  The "What" and "Why" of Goal Pursuits: Human Needs and the Self-Determination of Behavior , 2000 .

[61]  G. Bodenhausen Emotions, Arousal, and Stereotypic Judgments: A Heuristic Model of Affect and Stereotyping , 1993 .

[62]  F. Richard Ferraro,et al.  Mood and Lexical Access of Positive, Negative, and Neutral Words , 1995 .

[63]  Richard E. Mayer,et al.  The Cambridge Handbook of Multimedia Learning: Cognitive Theory of Multimedia Learning , 2005 .

[64]  Roland Brünken,et al.  Cognitive and affective processes in multimedia learning , 2014 .

[65]  Julia Müller,et al.  Emotional design in multimedia learning: Differentiation on relevant design features and their effects on emotions and learning , 2015, Comput. Hum. Behav..

[66]  R. Yerkes,et al.  The relation of strength of stimulus to rapidity of habit‐formation , 1908 .

[67]  D. Watson,et al.  On the Dimensional and Hierarchical Structure of Affect , 1999 .

[68]  J. Kuhl A Functional-Design Approach to Motivation and Self-Regulation , 2000 .

[69]  D. Västfjäll Emotion induction through music: A review of the musical mood induction procedure , 2001 .

[70]  R. Lazarus,et al.  SHORT-CIRCUITING OF THREAT BY EXPERIMENTALLY ALTERING COGNITIVE APPRAISAL. , 1964, Journal of abnormal psychology.