Distributed Cognition as a Lens to Understand the Effects of Scaffolds: The Role of Transfer of Responsibility

Problem solving is an important skill in the knowledge economy. Research indicates that the development of problem solving skills works better in the context of instructional approaches centered on real-world problems. But students need scaffolding to be successful in such instruction. In this paper I present a conceptual framework for understanding the effects of scaffolding. First, I discuss the ultimate goal of scaffolding—the transfer of responsibility—and one way that scholars have conceptualized promoting this outcome (fading). Next, I describe an alternative way to conceptualize transfer of responsibility through the lens of distributed cognition and discuss how this lens informs how to promote transfer of responsibility. Then I propose guidelines for the creation of problem solving scaffolds to support transfer of responsibility and discuss them in light of the literature.

[1]  Ellen J. Langer,et al.  A Mindful Education , 1993 .

[2]  R. Weisberg Creativity: Beyond the Myth of Genius , 1993 .

[3]  S. Puntambekar,et al.  Tools for Scaffolding Students in a Complex Learning Environment: What Have We Gained and What Have We Missed? , 2005 .

[4]  E. Thompson,et al.  Making Sense of Sense-Making: Reflections on Enactive and Extended Mind Theories , 2009 .

[5]  Ray Bareiss,et al.  Sickle Cell Counselor: A Prototype Goal-Based Scenario for Instruction in a Museum Environment , 1994 .

[6]  Krista Glazewski,et al.  Problem-based learning and argumentation: testing a scaffolding framework to support middle school students’ creation of evidence-based arguments , 2011 .

[7]  Ann L. Brown,et al.  Reciprocal Teaching of Comprehension-Fostering and Comprehension-Monitoring Activities , 1984 .

[8]  Karen E. Smith,et al.  New directions in evaluating social problem solving in childhood: early precursors and links to adolescent social competence. , 2009, New directions for child and adolescent development.

[9]  R. Gagne Conditions of Learning , 1965 .

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

[11]  R. Mayer Cognitive, metacognitive, and motivational aspects of problem solving , 1998 .

[12]  Alexander Renkl,et al.  Expertise reversal effects in writing-to-learn , 2010 .

[13]  B. Nardi Context and consciousness: activity theory and human-computer interaction , 1995 .

[14]  M. Scardamalia,et al.  Surpassing Ourselves: An Inquiry into the Nature and Implications of Expertise , 1993 .

[15]  Xun Ge,et al.  Scaffolding Novice Instructional Designers' Problem-Solving Processes Using Question Prompts in a Web-Based Learning Environment , 2005 .

[16]  D. Gentner,et al.  Learning and Transfer: A General Role for Analogical Encoding , 2003 .

[17]  Ton de Jong,et al.  Interaction between tool and talk: how instruction and tools support consensus building in collaborative inquiry-learning environments , 2009, J. Comput. Assist. Learn..

[18]  Beverly Park Woolf,et al.  Affect-aware tutors: recognising and responding to student affect , 2009, Int. J. Learn. Technol..

[19]  James G. Greeno,et al.  Perspectival Understanding of Conceptions and Conceptual Growth in Interaction , 2007 .

[20]  CHRISTINE A. HALVERSON,et al.  Activity Theory and Distributed Cognition: Or What Does CSCW Need to DO with Theories? , 2002, Computer Supported Cooperative Work (CSCW).

[21]  Slava Kalyuga,et al.  Enhancing Instructional Efficiency of Interactive E-learning Environments: A Cognitive Load Perspective , 2007 .

[22]  Elaine B. Coleman,et al.  Using Explanatory Knowledge During Collaborative Problem Solving in Science , 1998 .

[23]  Susanne P. Lajoie,et al.  Constructing knowledge in the context of BioWorld , 2001 .

[24]  Joanne Lobato,et al.  How Design Experiments Can Inform a Rethinking of Transfer andViceVersa , 2003 .

[25]  C. Hmelo‐Silver Problem-Based Learning: What and How Do Students Learn? , 2004 .

[26]  Pierre Dillenbourg,et al.  Over-scripting CSCL: The risks of blending collaborative learning with instructional design , 2002 .

[27]  Susan Rodrigues,et al.  Mirrors, Reflections and Refractions: The contribution of microteaching to reflective practice , 2003 .

[28]  R. Mayer The search for insight: Grappling with gestalt psychology''s unanswered questions , 1995 .

[29]  Amy B. Ellis A Taxonomy for Categorizing Generalizations: Generalizing Actions and Reflection Generalizations , 2007 .

[30]  Thomas Brush,et al.  Scaffolding critical reasoning about history and social issues in multimedia-supported learning environments , 2002 .

[31]  J. Flavell Metacognition and Cognitive Monitoring: A New Area of Cognitive-Developmental Inquiry. , 1979 .

[32]  R. Gagne,et al.  Contributions of learning to human development. , 1968, Psychological review.

[33]  Joseph Krajcik,et al.  Supporting Students' Construction of Scientific Explanations by Fading Scaffolds in Instructional Materials , 2006 .

[34]  R. Lebeau,et al.  Cognitive Tools in a Clinical Encounter in Medicine: Supporting Empathy and Expertise in Distributed Systems , 1998 .

[35]  B. Nardi Studying context: a comparison of activity theory, situated action models, and distributed cognition , 1995 .

[36]  Krista Glazewski,et al.  A scaffolding framework to support the construction of evidence-based arguments among middle school students , 2008 .

[37]  Philip N. Johnson-Laird,et al.  Mental Models in Cognitive Science , 1980, Cogn. Sci..

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

[39]  H. Mandl,et al.  The effects of cooperative learning and feedback on e-learning in statistics , 2009 .

[40]  D. Cross,et al.  Longitudinal analysis of the presence, efficacy and stability of maternal scaffolding during informal problem-solving interactions. , 2003 .

[41]  D. Hestenes Toward a modeling theory of physics instruction , 1987 .

[42]  V. Aleven,et al.  Help Seeking and Help Design in Interactive Learning Environments , 2003 .

[43]  Ton de Jong,et al.  Using Co-Lab to build System Dynamics models: Students' actions and on-line tutorial advice , 2009, Comput. Educ..

[44]  Roger Azevedo,et al.  Does adaptive scaffolding facilitate students ability to regulate their learning with hypermedia? q , 2004 .

[45]  John W. Saye,et al.  Using an Information Problem-Solving Model as a Metacognitive Scaffold for Multimedia-Supported Information-Based Problems , 2003 .

[46]  J. Krajcik,et al.  Expert Models and Modeling Processes Associated with a Computer-Modeling Tool , 2006 .

[47]  J. Michael Spector,et al.  The Handbook of Research on Educational Communications and Technology 3rd ed. , 2008 .

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

[49]  Marcia C. Linn,et al.  Designing the Knowledge Integration Environment , 2000 .

[50]  Eugenia Etkina,et al.  Case Study: Students’ Use of Multiple Representations in Problem Solving , 2006 .

[51]  Krista Glazewski,et al.  Scaffolding Disciplined Inquiry in Problem-Based Learning Environments , 2006 .

[52]  Daniel L. Schwartz,et al.  Chapter 3: Rethinking Transfer: A Simple Proposal With Multiple Implications , 1999 .

[53]  A. Corbett,et al.  The Cambridge Handbook of the Learning Sciences: Cognitive Tutors , 2005 .

[54]  Marlene Scardamalia,et al.  Design Principles for Distributed Knowledge Building Processes , 1998 .

[55]  R. Sawyer The Cambridge Handbook of the Learning Sciences: Introduction , 2014 .

[56]  J. Bruner,et al.  The role of tutoring in problem solving. , 1976, Journal of child psychology and psychiatry, and allied disciplines.

[57]  Timothy P. Racine,et al.  Wittgenstein and not-just-in-the-head cognition , 2009 .

[58]  Jodie A. Baird,et al.  Executive Attention and Metacognitive Regulation , 2000, Consciousness and Cognition.

[59]  Joseph Krajcik,et al.  The design of guided learner-adaptable scaffolding in interactive learning environments , 1996, CHI.

[60]  K. Holyoak,et al.  Analogical problem solving , 1980, Cognitive Psychology.

[61]  L. Resnick,et al.  Knowing, Learning, and Instruction , 2018 .

[62]  Ronald N. Giere,et al.  The Role of Agency in Distributed Cognitive Systems , 2006, Philosophy of Science.

[63]  Brian R. Belland,et al.  Portraits of middle school students constructing evidence-based arguments during problem-based learning: the impact of computer-based scaffolds , 2010 .

[64]  David N. Perkins,et al.  Outsmarting IQ: The Emerging Science of Learnable Intelligence , 1995 .

[65]  A Social Reconstructionist Framework for Reflection: The "Problematizing" of Teaching , 2005 .

[66]  Xiaodong Lin,et al.  Designing technology to support reflection , 1999 .

[67]  James D. Hollan,et al.  Distributed cognition: toward a new foundation for human-computer interaction research , 2000, TCHI.

[68]  Vincent Aleven,et al.  The expertise reversal effect and worked examples in tutored problem solving , 2010 .

[69]  Stella Vosniadou,et al.  The Cognitive-Situative Divide and the Problem of Conceptual Change , 2007 .

[70]  Brian J. Reiser,et al.  Scaffolding Complex Learning: The Mechanisms of Structuring and Problematizing Student Work , 2004, The Journal of the Learning Sciences.

[71]  Vincent Aleven,et al.  Evaluating an Intelligent Tutoring System for Making Legal Arguments with Hypotheticals , 2009, Int. J. Artif. Intell. Educ..

[72]  J. Carpendale,et al.  Parental scaffolding and the development of executive function. , 2009, New directions for child and adolescent development.

[73]  R. Hall Reconstructing the Learning Sciences , 2005 .

[74]  R. Azevedo Using Hypermedia as a Metacognitive Tool for Enhancing Student Learning? The Role of Self-Regulated Learning , 2005 .

[75]  Mike U. Smith Toward a unified theory of problem solving : views from the content domains , 1993 .

[76]  Daniel L. Schwartz,et al.  Rethinking transfer: A simple proposal with multiple implica-tions , 1999 .

[77]  Roger Azevedo,et al.  Adaptive Human Scaffolding Facilitates Adolescents’ Self-regulated Learning with Hypermedia , 2005 .

[78]  D. Perkins Person plus: A distributed view of thinking and learning , 1994 .

[79]  Ronald N. Giere,et al.  The Problem of Agency in Scientific Distributed Cognitive Systems , 2004 .

[80]  Frank Fischer,et al.  Internal and external scripts in computer-supported collaborative inquiry learning , 2007, Learning and Instruction.

[81]  Ralph T. Putnam,et al.  What Do New Views of Knowledge and Thinking Have to Say About Research on Teacher Learning? , 2000 .

[82]  D. Perkins,et al.  Partners in Cognition: Extending Human Intelligence with Intelligent Technologies , 1991 .

[83]  Peggy A. Ertmer,et al.  Inclusion and Problem-Based Learning: Roles of Students in a Mixed-Ability Group , 2009 .

[84]  C. Hmelo‐Silver,et al.  Scaffolding and Achievement in Problem-Based and Inquiry Learning: A Response to Kirschner, Sweller, and Clark (2006) , 2007 .

[85]  Roy D. Pea,et al.  The Social and Technological Dimensions of Scaffolding and Related Theoretical Concepts for Learning, Education, and Human Activity , 2004, The Journal of the Learning Sciences.

[86]  Xun Ge,et al.  Prompting in Web-Based Environments: Supporting Self-Monitoring and Problem Solving Skills in College Students , 2008 .

[87]  L. Resnick The 1987 Presidential Address Learning In School and Out , 1987 .

[88]  Alan H. Schoenfeld,et al.  Mathematical Problem Solving , 1985 .

[89]  W. Sandoval,et al.  Explanation-Driven Inquiry: Integrating Conceptual and Epistemic Scaffolds for Scientific Inquiry , 2004 .

[90]  The nature of insight , 1996 .

[91]  David H. Jonassen,et al.  Toward a design theory of problem solving , 2000 .

[92]  P. Pintrich,et al.  Motivational and self-regulated learning components of classroom academic performance. , 1990 .

[93]  Joseph M. Scandura,et al.  Problem solving: A structural/process approach with instructional implications , 1977 .

[94]  T. P. Carpenter,et al.  Problem Solving as a Basis for Reform in Curriculum and Instruction: The Case of Mathematics , 1996 .

[95]  G. Salomon Distributed cognitions : psychological and educational considerations , 1997 .

[96]  David W. Johnson,et al.  An Educational Psychology Success Story: Social Interdependence Theory and Cooperative Learning , 2009 .

[97]  Min Liu,et al.  An analysis of cognitive tool use patterns in a hypermedia learning environment , 2005 .

[98]  D. Detterman The case for the prosecution: Transfer as an epiphenomenon. , 1996 .

[99]  Joseph Krajcik,et al.  Secondary Students' Dynamic Modeling Processes: Analyzing, Reasoning About, Synthesizing, and Testing Models of Stream Ecosystems , 1997 .

[100]  R. Azevedo,et al.  Scaffolding Self-regulated Learning and Metacognition – Implications for the Design of Computer-based Scaffolds , 2005 .

[101]  Sharon J. Derry,et al.  Individual and Distributed Cognitions in Interdisciplinary Teamwork: A Developing Case Study and Emerging Theory , 1997 .

[102]  Sasha A. Barab,et al.  Strategies for Designing Embodied Curriculum , 2007 .

[103]  Joseph Krajcik,et al.  A Scaffolding Design Framework for Software to Support Science Inquiry , 2004, The Journal of the Learning Sciences.

[104]  A. Schoenfeld Learning to Think Mathematically: Problem Solving, Metacognition, and Sense Making in Mathematics (Reprint) , 2009 .

[105]  David H. Jonassen,et al.  Using Cognitive Tools to Represent Problems , 2003 .

[106]  E. Hutchins Cognition in the wild , 1995 .

[107]  F. Fischer,et al.  Collaboration Scripts – A Conceptual Analysis , 2006 .

[108]  Susan E. Newman,et al.  Cognitive Apprenticeship: Teaching the Craft of Reading, Writing, and Mathematics. Technical Report No. 403. , 1987 .

[109]  Robert Glaser,et al.  Cognitive Theory as the Basis for Design of Innovative Assessment: Design Characteristics of Science Assessments. , 1992 .

[110]  David H. Jonassen,et al.  Case-based reasoning and instructional design: Using stories to support problem solving , 2002 .

[111]  K. Koedinger,et al.  Using Intelligent Tutor Technology to Implement Adaptive Support for Student Collaboration , 2010 .

[112]  J. Kolodner,et al.  Toward implementing distributed scaffolding: Helping students learn science from design , 2005 .

[113]  Kevin Oliver,et al.  Student Management of Web-Based Hypermedia Resources During Open-Ended Problem Solving , 2000 .

[114]  Yael Kali,et al.  Technology-Enhanced Support Strategies for Inquiry Learning , 2007 .

[115]  Joseph Krajcik,et al.  A Framework for Supporting Metacognitive Aspects of Online Inquiry Through Software-Based Scaffolding , 2005 .

[116]  Ton de Jong,et al.  Trends and issues of regulative support use during inquiry learning: Patterns from three studies , 2009, Comput. Hum. Behav..

[117]  David H. Jonassen,et al.  Handbook of Research for educational Communications and Technology , 1997 .

[118]  David W. Johnson,et al.  Instructional Goal Structure: Cooperative, Competitive, or Individualistic , 1974 .

[119]  Elizabeth A. Davis,et al.  Scaffolding students' knowledge integration: prompts for reflection in KIE , 2000 .

[120]  Shelagh A. Gallagher,et al.  The Effects of Problem-Based Learning On Problem Solving , 1992 .

[121]  R. Sternberg,et al.  Transfer on Trial: Intelligence, Cognition and Instruction , 1993 .

[122]  Hee-Sun Lee,et al.  Making authentic science accessible to students , 2003 .

[123]  Janet L. Kolodner,et al.  Case-Based Reasoning , 1989, IJCAI 1989.

[124]  Slava Kalyuga,et al.  Rapid dynamic assessment of expertise to improve the efficiency of adaptive e-learning , 2005 .

[125]  D. Kuhn Education for Thinking , 1986, Teachers College Record: The Voice of Scholarship in Education.