Out of our minds: a review of sociocultural cognition theory

Theories of mind are implicitly embedded in educational research. The predominant theory of mind during the latter half of the twentieth century has focused primarily on the individual mind in isolation, context-free problem-solving and mental representations and reasoning, what we refer to as cognitivism. Over the last two decades, CS Education researchers have begun to incorporate recent research that extends, elaborates and sometimes challenges cognitivism. These theories, which we refer to collectively as sociocultural cognition theory, view minds as cultural products, biologically evolved to be extended by tools, social interaction and embodied interaction in the world. Learning, under this perspective, is viewed as tool-mediated participation in the ongoing practices of cultural communities. In this paper, we pursue three goals. First, we provide a summary of the key principles in sociocultural cognition theory, placing this theory within a historical context with respect to the cognitive theories that it extends and challenges. Second, we integrate across different but related research efforts that all fall under the sociocultural cognition umbrella, using a uniform terminology for describing ideas represented within different discourse communities. And third, we reference a number of canonical sources in sociocultural cognition theory so as to serve as an index into this diverse literature for those wanting to explore further.

[1]  Richard C. Anderson,et al.  Schooling and the Acquisition of Knowledge , 1978 .

[2]  A. Sfard On Two Metaphors for Learning and the Dangers of Choosing Just One , 1998 .

[3]  L. Barsalou Grounded cognition. , 2008, Annual review of psychology.

[4]  Allen Newell,et al.  Computer science as empirical inquiry: symbols and search , 1976, CACM.

[5]  Saddam Hussein,et al.  Editorial , 2001 .

[6]  Wolff‐Michael Roth,et al.  “Vygotsky’s Neglected Legacy”: Cultural-Historical Activity Theory , 2007 .

[7]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

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

[9]  Josh D. Tenenberg,et al.  The reasons might be different: why students and teachers do not use visualization tools , 2012, Koli Calling.

[10]  D. Schon Educating the Reflective Practitioner. Toward a New Design for Teaching and Learning in the Professions. The Jossey-Bass Higher Education Series. , 1987 .

[11]  K. A. Ericsson,et al.  Protocol Analysis: Verbal Reports as Data , 1984 .

[12]  P. Hayes The Logic of Frames , 1981 .

[13]  David Kirsh,et al.  The Intelligent Use of Space , 1995, Artif. Intell..

[14]  J. Wertsch The Concept of Activity in Soviet Psychology , 1981 .

[15]  J. Lave Cognition in Practice: Outdoors: a social anthropology of cognition in practice , 1988 .

[16]  D. Bobrow,et al.  Representation and Understanding: Studies in Cognitive Science , 1975 .

[17]  E. Ostrom Understanding Institutional Diversity , 2005 .

[18]  Sally Fincher,et al.  Students Designing Software: a Multi-National, Multi-Institutional Study , 2005, Informatics Educ..

[19]  Geoffrey Hunter What Computers Can't Do , 1988, Philosophy.

[20]  Terry Winograd,et al.  Understanding computers and cognition , 1986 .

[21]  Robert McCartney,et al.  Can graduating students design software systems? , 2006, SIGCSE '06.

[22]  Harold Ossher,et al.  Guest Editors' Introduction: Studying Professional Software Design , 2012, IEEE Softw..

[23]  Harold Maurice Collins,et al.  Tacit Knowledge , 2020, Encyclopedia of Creativity, Invention, Innovation and Entrepreneurship.

[24]  Bruce L. Sherin,et al.  A Comparison of Programming Languages and Algebraic Notation as Expressive Languages for Physics , 2001, Int. J. Comput. Math. Learn..

[25]  J. Lave Apprenticeship in Critical Ethnographic Practice , 2011 .

[26]  L. Ball,et al.  Structure in idea sketching behaviour , 1998 .

[27]  G. Miller The cognitive revolution: a historical perspective , 2003, Trends in Cognitive Sciences.

[28]  Kate Ehrlich,et al.  Empirical Studies of Programming Knowledge , 1984, IEEE Transactions on Software Engineering.

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

[30]  Stephanie D. Teasley,et al.  Perspectives on socially shared cognition , 1991 .

[31]  Mordechai Ben-Ari,et al.  Situated Learning in Computer Science Education , 2004, Comput. Sci. Educ..

[32]  John S. Gero,et al.  To sketch or not to sketch? That is the question , 2006 .

[33]  Anthony V. Robins,et al.  Learning edge momentum: a new account of outcomes in CS1 , 2010, Comput. Sci. Educ..

[34]  Grady Booch Draw Me a Picture , 2011, IEEE Software.

[35]  R. Rieber,et al.  The Instrumental Method in Psychology , 1997 .

[36]  H. Simon,et al.  Situated Learning and Education1 , 1996 .

[37]  D. Salman,et al.  Development and learning in animals and man. , 1956, The American journal of psychiatry.

[38]  C Bron,et al.  COGNITIVE STRATEGIES AND LOOPING CONSTRUCTS - AN EMPIRICAL-STUDY , 1984 .

[39]  A. Gawande,et al.  The Checklist Manifesto , 2009 .

[40]  Dedre Gentner,et al.  Understanding Micronesian Navigation , 2014 .

[41]  Terezinha Nunes,et al.  What Organizes Our Problem-Solving Activities? , 1997 .

[42]  W. R. Howard Acting with Technology: Activity Theory and Interaction Design , 2007 .

[43]  Mordechai Ben-Ari,et al.  Fertile Zones of Cultural Encounter in Computer Science Education , 2008 .

[44]  G. Miller,et al.  Plans and the structure of behavior , 1960 .

[45]  L. S. Vygotksy Mind in society: the development of higher psychological processes , 1978 .

[46]  B. Rogoff,et al.  Firsthand learning through intent participation. , 2003, Annual review of psychology.

[47]  Roger Säljö,et al.  Learning as the use of tools: a sociocultural perspective on the human-technology link , 1999 .

[48]  M. Tomasello,et al.  Understanding and sharing intentions: The origins of cultural cognition , 2005, Behavioral and Brain Sciences.

[49]  R. Hamel,et al.  Sketching and creative discovery , 1998 .

[50]  B. Rogoff The Cultural Nature of Human Development , 2003 .

[51]  Harold Maurice Collins,et al.  Tacit Knowledge, Trust and the Q of Sapphire , 2001 .

[52]  Rocky Ross,et al.  Mental models , 2004, SIGA.

[53]  Wolff‐Michael Roth,et al.  Inscriptions: Toward a Theory of Representing as Social Practice , 1998 .

[54]  Pm Jenkinson,et al.  Cognitive , 2020, Definitions.

[55]  Jessica Fuerst,et al.  Cultural Psychology A Once And Future Discipline , 2016 .

[56]  J. Wertsch Vygotsky and the Social Formation of Mind , 1985 .

[57]  Mirko Farina Supersizing the Mind: Embodiment, Action and Cognitive Extension. , 2010 .

[58]  John S. Gero,et al.  The structure of concurrent cognitive actions: a case study on novice and expert designers , 2002 .

[59]  Andreas Stefik,et al.  An Empirical Investigation into Programming Language Syntax , 2013, TOCE.

[60]  D. Schoen The Reflective Practitioner , 1983 .

[61]  W. Ziegler Everyday Cognition Its Development In Social Context , 2016 .

[62]  Nancy Pennington,et al.  Comprehension strategies in programming , 1987 .

[63]  Murat Aydede,et al.  A short primer on situated cognition , 2008 .

[64]  B. Rogoff,et al.  Everyday Cognition: Development in Social Context , 1999 .

[65]  G. Goldschmidt The dialectics of sketching , 1991 .

[66]  Michelene T. H. Chi,et al.  Expertise in Problem Solving. , 1981 .

[67]  G. Miller,et al.  Nondynamic aspects of personality. , 1960 .

[68]  J. Searle,et al.  Is the brain's mind a computer program? , 1990, Scientific American.

[69]  J. Greeno On Claims That Answer the Wrong Questions , 1997 .

[70]  P. V. H. Weems,et al.  Learning to Navigate , 1943 .

[71]  W. Orlikowski Using Technology and Constituting Structures: A Practice Lens for Studying Technology in Organizations , 2000 .

[72]  Christopher D. Hundhausen,et al.  An empirical investigation into the design of auditory cues to enhance computer program comprehension , 2011, Int. J. Hum. Comput. Stud..

[73]  E. Hutchins Understanding practice: Learning to navigate , 1993 .

[74]  Wolff-Michael Roth,et al.  Graphing: Cognitive ability or practice? , 1997 .

[75]  Lucy Kimbell,et al.  Rethinking Design Thinking: Part I , 2011 .

[76]  A. Collins,et al.  Situated Cognition and the Culture of Learning , 1989 .

[77]  L. Vygotsky,et al.  Thought and Language , 1963 .

[78]  E. Tribble,et al.  Distributing Cognition in the Globe , 2005 .

[79]  Margaret Wilson,et al.  Six views of embodied cognition , 2002, Psychonomic bulletin & review.

[80]  Herbert A. Simon,et al.  Situative Versus Cognitive Perspectives: Form Versus Substance , 1997 .

[81]  Robert DeLine,et al.  Let's go to the whiteboard: how and why software developers use drawings , 2007, CHI.

[82]  A. Battersby Plans and the Structure of Behavior , 1968 .

[83]  Wiebe E. Bijker,et al.  Science in action : how to follow scientists and engineers through society , 1989 .

[84]  S. Scribner Studying working intelligence. , 1984 .

[85]  William A. Woods,et al.  What's in a Link: Foundations for Semantic Networks , 1975 .

[86]  John S. Gero,et al.  Drawings and the design process , 1998 .

[87]  Herbert A. Simon,et al.  Computer Science as Empirical Inquiry , 2011 .

[88]  James D. Herbsleb,et al.  Notation and representation in collaborative object-oriented design: an observational study , 2007, OOPSLA.

[89]  Lucy Suchman Plans and situated actions: the problem of human-machine communication , 1987 .

[90]  P. Cobb,et al.  Cognitive and Situated Learning Perspectives in Theory and Practice , 1999 .

[91]  Roger C. Schank,et al.  Scripts, plans, goals and understanding: an inquiry into human knowledge structures , 1978 .

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

[93]  P. Robbins,et al.  The Cambridge Handbook of Situated Cognition , 2001 .

[94]  J. Brown,et al.  Organizational Learning and Communities-of-Practice: Toward a Unified View of Working, Learning, and Innovation , 1991 .

[95]  Andy Clark,et al.  Natural-Born Cyborgs? , 2001, Cognitive Technology.