Why Students Learn More From Dialogue- Than Monologue-Videos: Analyses of Peer Interactions

In 2 separate studies, we found that college-age students learned more when they collaboratively watched tutorial dialogue-videos than lecture-style monologue-videos. In fact, they can learn as well as the tutees in the dialogue-videos. These results replicate similar findings in the literature showing the advantage of dialogue-videos even when observers watched them individually. However, having the observing students watch collaboratively as dyads provided data to carry out in-depth analyses of their conversations and activities in order to understand why dialogue-videos are superior to monologue-videos. Toward that goal, transcripts of video dialogues and monologues, as well as peer-to-peer conversations of the observing students collected in a prior study, were analyzed using the ICAP (interactive, constructive, active, passive) framework as a lens. Three sets of analyses were carried out. The 1st set focused on the content of the videos in terms of the tutors’ and the tutees’ moves. The 2nd set focused on the activities and behaviors of the collaboratively observing dyads. The 3rd set focused on the role of the tutees in the dialogue-videos in eliciting constructive and interactive engagement from the observing students. Our analyses suggest that dialogue-videos naturally elicited more constructive and interactive engagement behaviors from the observers than the monologue-videos, which in turn mediated the observers’ own learning.

[1]  N. Rummel,et al.  Learning to Collaborate: An Instructional Approach to Promoting Collaborative Problem Solving in Computer-Mediated Settings , 2005 .

[2]  D. Schunk,et al.  Peer-Model Attributes and Children's Achievement Behaviors , 1987 .

[3]  Kasia Muldner,et al.  Comparing Learning from Observing and from Human Tutoring. , 2014 .

[4]  Michelene T. H. Chi,et al.  Eliciting Self-Explanations Improves Understanding , 1994, Cogn. Sci..

[5]  B. Bloom The 2 Sigma Problem: The Search for Methods of Group Instruction as Effective as One-to-One Tutoring , 1984 .

[6]  P. Monaghan,et al.  Learning to solve syllogisms by watching others' learning , 1998 .

[7]  Arthur C. Graesser,et al.  Overhearing Dialogues and Monologues in Virtual Tutoring Sessions: Effects on Questioning and Vicarious Learning , 2000 .

[8]  M. Berkowitz,et al.  Measuring the developmental features of moral discussion. , 1983 .

[9]  Paul J. Feltovich,et al.  Categorization and Representation of Physics Problems by Experts and Novices , 1981, Cogn. Sci..

[10]  Fatos Xhafa,et al.  A Review on Massive E-Learning (MOOC) Design, Delivery and Assessment , 2013, 2013 Eighth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing.

[11]  Chen-Lin C. Kulik,et al.  Educational Outcomes of Tutoring: A Meta-analysis of Findings , 1982 .

[12]  M. Chi,et al.  The ICAP Framework: Linking Cognitive Engagement to Active Learning Outcomes , 2014 .

[13]  Frank Biocca,et al.  Toward a More Robust Theory and Measure of Social Presence: Review and Suggested Criteria , 2003, Presence: Teleoperators & Virtual Environments.

[14]  S. Narciss Feedback Strategies for Interactive Learning Tasks , 2007 .

[15]  John R. Anderson,et al.  Cognitive Tutors: Lessons Learned , 1995 .

[16]  Scotty D. Craig,et al.  Constructing Knowledge from Dialog in an Intelligent Tutoring System: Interactive Learning, Vicarious Learning, and Pedagogical Agents , 2004 .

[17]  Richard Cox,et al.  Vicarious learning from educational dialogue , 1999, CSCL.

[18]  Joseph P. Magliano,et al.  Collaborative dialogue patterns in naturalistic one-to-one tutoring , 1995 .

[19]  K. Hew,et al.  Students’ and instructors’ use of massive open online courses (MOOCs): Motivations and challenges , 2014 .

[20]  Takashi Yamauchi,et al.  Learning from human tutoring , 2001, Cogn. Sci..

[21]  Michelene T. H. Chi,et al.  Observing Tutorial Dialogues Collaboratively: Insights About Human Tutoring Effectiveness From Vicarious Learning , 2008, Cogn. Sci..

[22]  James J. Staszewski,et al.  Expertise and Skill Acquisition : The Impact of William G. Chase , 2013 .

[23]  M. Pickering,et al.  Why is conversation so easy? , 2004, Trends in Cognitive Sciences.

[24]  K. VanLehn The Relative Effectiveness of Human Tutoring, Intelligent Tutoring Systems, and Other Tutoring Systems , 2011 .

[25]  M. Chi Quantifying Qualitative Analyses of Verbal Data: A Practical Guide , 1997 .

[26]  Scotty D. Craig,et al.  The Deep-Level-Reasoning-Question Effect: The Role of Dialogue and Deep-Level-Reasoning Questions During Vicarious Learning , 2006 .

[27]  Carol K. K. Chan,et al.  Knowledge Building as a Mediator of Conflict in Conceptual Change , 1997 .

[28]  Michelene T. H. Chi,et al.  Active-Constructive-Interactive: A Conceptual Framework for Differentiating Learning Activities , 2009, Top. Cogn. Sci..

[29]  Scotty D. Craig,et al.  Improving Classroom Learning by Collaboratively Observing Human Tutoring Videos while Problem Solving , 2009 .

[30]  P. Reimann,et al.  Saying the wrong thing: improving learning with multimedia by including misconceptions , 2007, J. Comput. Assist. Learn..

[31]  Kurt VanLehn,et al.  The Andes Physics Tutoring System: Lessons Learned , 2005, Int. J. Artif. Intell. Educ..

[32]  Stephen Krause,et al.  Differentiated Overt Learning Activities for Effective Instruction in Engineering Classrooms , 2013 .

[33]  Daniel L. Schwartz,et al.  The Mere Belief of Social Interaction Improves Learning , 2007 .

[34]  Jacob Cohen,et al.  Applied multiple regression/correlation analysis for the behavioral sciences , 1979 .

[35]  James D. Slotta,et al.  Misconceived Causal Explanations for Emergent Processes , 2012, Cogn. Sci..

[36]  Scotty D. Craig,et al.  Vicarious Learning: Effects of Overhearing Dialog and Monologue-like Discourse in a Virtual Tutoring Session , 2003 .

[37]  Daniel L. Schwartz,et al.  Teachable Agents and the Protégé Effect: Increasing the Effort Towards Learning , 2009 .

[38]  M. Chi,et al.  Can Tutors Monitor Students' Understanding Accurately? , 2004 .

[39]  Manjula D. Sharma,et al.  Conceptual change through vicarious learning in an authentic physics setting , 2007 .

[40]  M. Studdert-Kennedy Hand and Mind: What Gestures Reveal About Thought. , 1994 .