Theoretical Perspectives Influencing the Use of Information Technology in Teaching and Learning

This chapter discusses how various theories of learning and forms of pedagogy shape the technologies used to instantiate them, and how the evolution of computers and telecommunications is widening the range of instructional designs available. Three alternative schools of thought on how people learn have strongly influenced the design of instructional technologies: Behaviorism, Cognitivism, and Constructivism. Behaviorist instructional technologies are limited both in what they can teach and in the types of engagement they offer to learners, but are useful for tasks involving learning facts and simple procedural skills. Scholars disagree on how broad a range of knowledge and skills Cognitivist instructional technologies can teach, but they are effective for well-defined content and skills that have a few correct ways of accomplishing tasks. Constructivist approaches can teach a very broad spectrum of knowledge and skills, however, the efficiency of Constructivist technologies for material that these other two schools of thought can teach is questionable. Emerging technologies such as multi-user virtual environments and augmented realities enable new types of pedagogical strategies based on situated learning.

[1]  K. Spence Theoretical interpretations of learning. , 1942 .

[2]  Kathleen E. Metz,et al.  Children's Learning in Laboratory and Classroom Contexts: Essays in Honor of Ann Brown , 2007 .

[3]  Peggy A. Ertmer,et al.  Behaviorism, Cognitivism, Constructivism: Comparing Critical Features from a Design Perspective. , 1993 .

[4]  N. Hari Narayanan Hyped-media to hyper-media: toward theoretical foundations of design, use and evaluation , 1998, CHI Conference Summary.

[5]  P. Twining Oversold and underused: computers in the classroom , 2002 .

[6]  Leslie J. Briggs,et al.  Principles of Instructional Design , 1974 .

[7]  Marcy P. Driscoll,et al.  Psychology of Learning for Instruction (3rd ed. , 2005 .

[8]  John D. Bransford,et al.  The Jasper Project: Lessons in Curriculum, Instruction, Assessment, and Professional Development , 1997 .

[9]  Robert Platt,et al.  Case-Based Learning , 2010, Encyclopedia of Machine Learning.

[10]  Richard E. Mayer,et al.  A Cognitive Theory of Multimedia Learning: Implications for Design Principles , 2001 .

[11]  Jody Clarke,et al.  Emerging Technologies for Collaborative, Mediated, Immersive Learning , 2008 .

[12]  Joyce D. Stern The Condition of Education in Rural Schools. , 1994 .

[13]  L. S. Kogan Review of Principles of Behavior. , 1943 .

[14]  M. David Merrill,et al.  First principles of instruction , 2012 .

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

[16]  Shaaron Ainsworth,et al.  Evaluating the REDEEM Authoring Tool: Can Teachers Create Effective Learning Environments? , 2004, Int. J. Artif. Intell. Educ..

[17]  Robbie Case,et al.  The Mind's Staircase: Exploring the Conceptual Underpinnings of Children's Thought and Knowledge , 1991 .

[18]  B. Skinner,et al.  Principles of Behavior , 1944 .

[19]  M. Driscoll Psychology of Learning for Instruction , 1993 .

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

[21]  John R. Anderson,et al.  Rules of the Mind , 1993 .

[22]  K. McGilly,et al.  Classroom lessons: Integrating cognitive theory and classroom practice. , 1994 .

[23]  K. Fernow New York , 1896, American Potato Journal.

[24]  J. Watson Psychology As The Behaviorist Views It , 2011 .

[25]  O. L. Davis,et al.  Historical Empathy and Perspective Taking in the Social Studies , 2001 .

[26]  Brian C. Nelson,et al.  Design-based research strategies for studying situated learning in a multi-user virtual environment , 2004 .

[27]  B. White ThinkerTools: Causal Models, Conceptual Change, and Science Education , 1993 .

[28]  Ann L. Brown,et al.  Reciprocal teaching of comprehension-monitoring activities , 1983 .

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

[30]  A. M. White The Process of Education , 1994 .

[31]  L. S. Vygotskiĭ,et al.  Mind in society : the development of higher psychological processes , 1978 .

[32]  J. Bransford,et al.  How students learn : history, mathematics, and science in the classroom , 2005 .

[33]  Brigid Barron Achieving Coordination in Collaborative Problem-Solving Groups , 2000 .

[34]  J. Frederiksen,et al.  Inquiry, Modeling, and Metacognition: Making Science Accessible to All Students , 1998 .

[35]  Cathy Cavanaugh,et al.  The effectiveness of interactive distance education technologies in K-12 learning: A meta-analysis , 2001 .

[36]  Albert T. Corbett,et al.  Evaluation of an Automated Reading Tutor That Listens: Comparison to Human Tutoring and Classroom Instruction , 2003 .

[37]  Janet McCracken,et al.  Modeling with Technology: Mindtools for Conceptual Change , 2007, J. Educ. Technol. Soc..

[38]  B. Rogoff Apprenticeship in Thinking: Cognitive Development in Social Context , 1990 .

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

[40]  L. Vygotsky Mind in Society: The Development of Higher Psychological Processes: Harvard University Press , 1978 .

[41]  David W. Johnson,et al.  Cooperation and Competition: Theory and Research , 1989 .

[42]  S. Papert The children's machine: rethinking school in the age of the computer , 1993 .

[43]  John M. Keller,et al.  Principles of instructional design, 5th edition , 2005 .

[44]  Jean Piaget,et al.  The child and reality: Problems of genetic psychology , 1973 .

[45]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[46]  Peter Lee,et al.  Empathy, perspective taking and rational understanding , 2001 .

[47]  P. Cobb,et al.  A Constructivist Alternative to the Representational View of Mind in Mathematics Education. , 1992 .

[48]  Donald A. Norman,et al.  Twelve Issues for Cognitive Science , 1980, Cogn. Sci..

[49]  Seymour Papert,et al.  Mindstorms: Children, Computers, and Powerful Ideas , 1981 .

[50]  James O. Carey,et al.  The systematic design of instruction , 1978 .

[51]  P. Pintrich,et al.  Motivation in Education: Theory, Research, and Applications , 1995 .

[52]  Seymour Papert,et al.  The Connected Family: Bridging the Digital Generation Gap , 1996 .

[53]  David H. Jonassen,et al.  Modeling with Technology: Mindtools for Conceptual Change , 2005 .

[54]  William B. Borgers DEMOCRACY AND EDUCATION. , 1919 .

[55]  Richard E. Clark,et al.  Why Minimal Guidance During Instruction Does Not Work: An Analysis of the Failure of Constructivist, Discovery, Problem-Based, Experiential, and Inquiry-Based Teaching , 2006 .

[56]  R C Atkinson,et al.  Computerized instruction and the learning process. , 1968, The American psychologist.

[57]  J. Reid Computer-assisted instruction. , 1993, Missouri medicine.

[58]  Etienne Wenger,et al.  Situated Learning: Legitimate Peripheral Participation , 1991 .

[59]  Sule Bayraktar,et al.  A Meta-analysis of the Effectiveness of Computer-Assisted Instruction in Science Education , 2000 .

[60]  L. Shulman Those Who Understand: Knowledge Growth in Teaching , 1986 .

[61]  Ela Hunt,et al.  A cognitive approach to the teaching of physics , 1994 .

[62]  Ann L. Brown,et al.  How people learn: Brain, mind, experience, and school. , 1999 .

[63]  Magdalene Lampert,et al.  Teaching Problems and the Problems of Teaching , 2001 .

[64]  Kurt VanLehn,et al.  The Behavior of Tutoring Systems , 2006, Int. J. Artif. Intell. Educ..

[65]  J. Bransford How people learn , 2000 .

[66]  Richard E. Mayer,et al.  The sequencing of instruction and the concept of assimilation-to-schema , 1977 .

[67]  B. Skinner,et al.  Are theories of learning necessary? , 2013, Psychological review.

[68]  J. Schacter The Impact of Education Technology on Student Achievement: What the Most Current Research Has To Say. , 1999 .

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