Cognitive and Affective Benefits of an Animated Pedagogical Agent for Learning English as a Second Language

This study compared the use of ananimated pedagogical agent (agent) with an electronic arrow and voice narration (arrow and voice) in a multimedia learning environment where 74 college level English as a Second Language (ESL) students learned English relative clauses. No significant differences in learning or performance were found between the group receiving the agent and the arrow and voice group. This result provides evidence for Clark's (2001) claim that learning is supported by appropriate instructional methods (in this study directing attention to and voicing key concepts), not a delivery medium (in this study an animated agent or the drawing of an arrow with voice). Clark has also argued against using expensive instructional media when lower cost alternatives achieve the same or similar learning and motivation goals. It was also found that the agent's visual appearances and social behaviors did not motivate, interest, or tutor learners better than the simple arrow with voice. Thus, this result does not support the Persona Effect (Lester, Converse, Kahler, Barlow, Stone, & Bhogal, 1997) which is derived from the hypothesis that an animated agent motivates human-computer interaction because it is perceived as more socially engaging and interesting than other attention directing and information dispensing devices, and thus leads learners to work harder and learn more. The study also did not support the cognitive efficiency hypothesis (Cobb, 1997) which refers to one medium requiring less effort from learners in achieving a specific learning criterion or leading to faster learning than another. No significant difference was found between the agent and arrow with voice groups in the measured levels of cognitive efficiency. Yet, as in past studies, the data suggested a significant learning benefit of animated pedagogical agents for learners with the lowest levels of prior knowledge but no differences at the intermediate or advanced prior knowledge levels.

[1]  R. Atkinson Optimizing learning from examples using animated pedagogical agents. , 2002 .

[2]  R. Clark Reconsidering Research on Learning from Media , 1983 .

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

[4]  Fred Paas,et al.  Dynamic problem selection in air traffic control training: a comparison between performance, mental effort and mental efficiency , 2001, Comput. Hum. Behav..

[5]  Richard E. Clark,et al.  Five Design Principles for Experiments on the Effects of Animated Pedagogical Agents , 2005 .

[6]  P. Chandler,et al.  The Role of Visual Indicators in Dual Sensory Mode Instruction , 1997 .

[7]  James C. Lester,et al.  The persona effect: affective impact of animated pedagogical agents , 1997, CHI.

[8]  Lisa M. PytlikZillig,et al.  Web Based Learning: What do we know? Where do we go? , 2003 .

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

[10]  R. Clark Media will never influence learning , 1994 .

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

[12]  R. Mayer,et al.  Multimedia Learning: The Promise of Multimedia Learning , 2001 .

[13]  Elisabeth André,et al.  The Persona Effect: How Substantial Is It? , 1998, BCS HCI.

[14]  Clifford Nass,et al.  The media equation - how people treat computers, television, and new media like real people and places , 1996 .

[15]  Richard E. Clark,et al.  Learning from media : arguments, analysis, and evidence , 2001 .

[16]  Howard Kimmel,et al.  Instructional technology: A tool or a panacea? , 1995 .

[17]  Susanne van Mulken,et al.  The impact of animated interface agents: a review of empirical research , 2000, Int. J. Hum. Comput. Stud..

[18]  James C. Lester,et al.  The Case for Social Agency in Computer-Based Teaching: Do Students Learn More Deeply When They Interact With Animated Pedagogical Agents? , 2001 .

[19]  Thomas Erickson Designing agents as if people mattered , 1997 .

[20]  K. Scherer,et al.  How Seductive Details Do Their Damage : A Theory of Cognitive Interest in Science Learning , 2004 .

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

[22]  C.D. Martin,et al.  The Media Equation: How People Treat Computers, Television and New Media Like Real People and Places [Book Review] , 1997, IEEE Spectrum.

[23]  R. Mayer,et al.  Multimedia learning: Are we asking the right questions? , 1997 .

[24]  H. Levin,et al.  Cost-Effectiveness Analysis: Methods and Applications , 2000 .

[25]  G. Salomon Television is "easy" and print is "tough": The differential investment of mental effort in learning as a function of perceptions and attributions. , 1984 .

[26]  R. Kozma Learning with Media , 1991 .

[27]  Scotty D. Craig,et al.  Animated Pedagogical Agents in Multimedia Educational Environments: Effects of Agent Properties, Picture Features, and Redundancy , 2002 .

[28]  R. Kozma Will media influence learning? Reframing the debate , 1994 .

[29]  R. Mayer Learning strategies for making sense out of expository text: The SOI model for guiding three cognitive processes in knowledge construction , 1996 .

[30]  P. Chandler,et al.  Cognitive load as a factor in the structuring of technical material. , 1990 .

[31]  James C. Lester,et al.  Animated pedagogical agents and problem-solving effectiveness: a large-scale empirical evaluation , 1997 .

[32]  Thomas Rist,et al.  Employing AI Methods to Control the Behavior of Animated Interface Agents , 1999, Appl. Artif. Intell..

[33]  Richard E. Mayer,et al.  A Personalization Effect in Multimedia Learning: Students Learn Better When Words Are in Conversational Style Rather Than Formal Style. , 2004 .

[34]  Alfred Bork,et al.  Multimedia in Learning , 2001 .

[35]  D. Leutner,et al.  Assessment of cognitive load in multimedia learning using dual-task methodology. , 2002, Experimental psychology.

[36]  James C. Lester,et al.  Animated Pedagogical Agents: Face-to-Face Interaction in Interactive Learning Environments , 2000 .

[37]  Richard E. Clark,et al.  Media and method , 1994 .

[38]  Tom Cobb,et al.  Cognitive efficiency: Toward a revised theory of media , 1997 .

[39]  Eldon J. Ullmer,et al.  Media and learning: Are there two kinds of truth? , 1994 .