Diversity in Video Lectures

Media diversity within video lectures has been shown to have an effect on students who participate in both flipped classes as well as online courses. While some research claims that content delivered through multiple sources leads to more learning, contrasting research makes the claim that too much media hinders cognitive processing. The present study investigated the effects of varying levels of instructional media delivered to students (n=110) within a flipped scientific writing course to investigate the relationship between higher levels of media diversity and student performance. Results showed that more diversity led to lower levels of performance. It was also found that higher levels of media diversity correlated with higher levels of students’ scanning between different forms of media, possibly contributing to the lower levels of performance. The implications of these results provide insight into the optimal level of media diversity, and on student behavior that can affect learning.

[1]  John Sweller,et al.  Instructional Design in Technical Areas , 1999 .

[2]  Christopher Lange,et al.  The Effects of Lecture Diversity on Germane Load , 2017 .

[3]  Jamie Costley,et al.  Video lectures in e-learning: Effects of viewership and media diversity on learning, satisfaction, engagement, interest, and future behavioral intention , 2017, Interact. Technol. Smart Educ..

[4]  Richard K. Lowe Extracting information from an animation during complex visual learning , 1999 .

[5]  P. Chandler,et al.  Cognitive Load Theory and the Format of Instruction , 1991 .

[6]  R. Mayer,et al.  A Split-Attention Effect in Multimedia Learning: Evidence for Dual Processing Systems in Working Memory , 1998 .

[7]  T. Jong Cognitive load theory, educational research, and instructional design: some food for thought , 2010 .

[8]  M Hegarty,et al.  Mental animation in the visuospatial sketchpad: Evidence from dual-task studies , 1997, Memory & cognition.

[9]  Chih-Ming Chen,et al.  Effects of Different Video Lecture Types on Sustained Attention, Emotion, Cognitive Load, and Learning Performance , 2015, 2015 IIAI 4th International Congress on Advanced Applied Informatics.

[10]  A. Paivio Dual coding theory: Retrospect and current status. , 1991 .

[11]  Wendy Ju,et al.  Social robots and virtual agents as lecturers for video instruction , 2016, Comput. Hum. Behav..

[12]  Katharina Scheiter,et al.  Explaining the split-attention effect: Is the reduction of extraneous cognitive load accompanied by an increase in germane cognitive load? , 2009, Comput. Hum. Behav..

[13]  T. Gog,et al.  Measuring cognitive load with subjective rating scales during problem solving: differences between immediate and delayed ratings , 2015 .

[14]  René F. Kizilcec,et al.  Showing face in video instruction: effects on information retention, visual attention, and affect , 2014, CHI.

[15]  Wolfgang Schnotz,et al.  Interactive and Non-Interactive Pictures in Multimedia Learning Environments: Effects on Learning Outcomes and Learning Efficiency , 2009 .

[16]  Zhongling Pi,et al.  Does instructor's image size in video lectures affect learning outcomes? , 2017, J. Comput. Assist. Learn..

[17]  Ian D. Benest,et al.  The on-line lecture concept-a comparison of two approaches , 1996 .

[18]  R. Mayer,et al.  Nine Ways to Reduce Cognitive Load in Multimedia Learning , 2003 .

[19]  Otto Jelsma,et al.  Training for reflective expertise: A four-component instructional design model for complex cognitive skills , 1992 .

[20]  J. Bruner The Process of Education , 1960 .

[21]  F. Paas,et al.  Cognitive Architecture and Instructional Design , 1998 .

[22]  Gwendolyn L. Kolfschoten,et al.  Cognitive learning efficiency through the use of design patterns in teaching , 2010, Comput. Educ..

[23]  Jungjoo Kim,et al.  Investigating factors that influence social presence and learning outcomes in distance higher education , 2011, Comput. Educ..

[24]  Jay F. Nunamaker,et al.  Can e-learning replace classroom learning? , 2004, CACM.

[25]  H. David Brecht,et al.  Learning from Online Video Lectures , 2012, J. Inf. Technol. Educ. Innov. Pract..

[26]  Fred Paas,et al.  Instructional design for advanced learners: Establishing connections between the theoretical frameworks of cognitive load and deliberate practice , 2005 .

[27]  Krzysztof Z. Gajos,et al.  Understanding in-video dropouts and interaction peaks inonline lecture videos , 2014, L@S.

[28]  P. Gorsky,et al.  Viewing comprehension: Students’ learning preferences and strategies when studying from video , 2005 .

[29]  René F. Kizilcec,et al.  The instructor’s face in video instruction: Evidence from two large-scale field studies. , 2015, Journal of Educational Psychology.

[30]  P. Chandler,et al.  Why Some Material Is Difficult to Learn , 1994 .

[31]  John Sweller,et al.  The Cambridge Handbook of Multimedia Learning: The Split-Attention Principle in Multimedia Learning , 2005 .

[32]  T. Gog,et al.  Development of an instrument for measuring different types of cognitive load , 2013, Behavior Research Methods.

[33]  J. Sweller Implications of Cognitive Load Theory for Multimedia Learning , 2005, The Cambridge Handbook of Multimedia Learning.

[34]  Katharina Scheiter,et al.  The role of spatial descriptions in learning from multimedia , 2011, Comput. Hum. Behav..

[35]  Paul Chandler,et al.  Levels of Expertise and Instructional Design , 1998, Hum. Factors.

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

[37]  Jay F. Nunamaker,et al.  Instructional video in e-learning: Assessing the impact of interactive video on learning effectiveness , 2006, Inf. Manag..

[38]  Richard E. Mayer,et al.  Multimedia Learning , 2001, Visible Learning Guide to Student Achievement.

[39]  Stephen D. Sorden,et al.  A Cognitive Approach to Instructional Design for Multimedia Learning , 2005, Informing Sci. Int. J. an Emerg. Transdiscipl..

[40]  Emilio Letón,et al.  Use of animated text to improve the learning of basic mathematics , 2015, Comput. Educ..

[41]  S. Schwan,et al.  The cognitive benefits of interactive videos: learning to tie nautical knots , 2004 .

[42]  Wolfgang Schnotz,et al.  Enabling, facilitating, and inhibiting effects of animations in multimedia learning: Why reduction of cognitive load can have negative results on learning , 2005 .

[43]  Jongpil Cheon,et al.  The effects of metaphorical interface on germane cognitive load in Web-based instruction , 2012 .

[44]  Jamie Costley,et al.  Pinch Hitter: The Effectiveness of Content Summaries Delivered by a Guest Lecturer in Online Course Videos , 2017 .

[45]  Slava Kalyuga,et al.  Managing split-attention and redundancy in multimedia instruction , 1999 .