Review and Discussion of Children’s Conceptions of Computers

Today’s children grow up surrounded by computers. They observe them, interact with them and, as a consequence, start forming conceptions of how they work and what they can do. Any constructivist approach to learning requires that we gain an understanding of such preconceived ideas and beliefs in order to use computers as learning tools in an effective and informed manner. In this paper, we present five such conceptions that children reportedly form about computers, based on an interdisciplinary literature review. We then evaluate how persistent these conceptions appear to be over time and in light of new technological developments. Finally, we discuss the relevance and implications of our findings for education in the contexts of conceptual pluralism and conceptual categorisation.

[1]  Diane Proudfoot,et al.  Anthropomorphism and AI: Turingʼs much misunderstood imitation game , 2011, Artif. Intell..

[2]  The effects of an integrated curriculum model on teachers’ pedagogy practices. Paper presented at the British Educational Research Association (BERA) Annual Conference, September 11th, Heriot Watt University, Edinburgh. , 2003 .

[3]  Anna Eckerdal,et al.  Students’ Conceptions of Computer Programming , 2010 .

[4]  Lov K. Grover,et al.  What is a computer? , 2005, Journal of Medical Systems.

[5]  Dawn Robinson,et al.  Gauging Children’s Understanding of Artificially Intelligent Objects: A Presentation of “Counterfactuals” , 1998 .

[6]  M. Scaife,et al.  “Because a robot's brain hasn't got a brain, it just controls itself” — Children's attributions of brain related behaviour to intelligent artefacts , 1996 .

[7]  Juha Sorva,et al.  Notional machines and introductory programming education , 2013, TOCE.

[8]  Daniel A. Weiskopf,et al.  The plurality of concepts , 2009, Synthese.

[9]  ‘Computers? I love them!’: Young children's concepts and attitudes about computers , 1986 .

[10]  Michael Hammond,et al.  An investigation of children’s conceptualisation of computers and how they work , 2006, Education and Information Technologies.

[11]  Roy D. Pea,et al.  Language-Independent Conceptual “Bugs” in Novice Programming , 1986 .

[12]  Ronald Mawby Structured Interviews on Children's Conceptions of Computers. Technical Report No. 19. , 1984 .

[13]  P. Vermaas,et al.  Pluralism on Artefact Categories: A Philosophical Defence , 2013, Review of Philosophy and Psychology.

[14]  Robert McCartney,et al.  Commonsense computing: what students know before we teach (episode 1: sorting) , 2006, ICER '06.

[15]  L. Rennie,et al.  Understanding technology: the development of a concept , 1996 .

[16]  David Mioduser,et al.  Does it “want” or “was it programmed to...”? Kindergarten children’s explanations of an autonomous robot’s adaptive functioning , 2008 .

[17]  Shazia Mumtaz Children's Conceptions of Information Communications Technology , 2004, Education and Information Technologies.

[18]  Pearl Denham Nine- to fourteen-year-old children's conception of computers using drawings , 1993, Behav. Inf. Technol..

[19]  Ira Diethelm,et al.  An investigation of secondary school students' conceptions on how the internet works , 2012, Koli Calling.

[20]  Anne Leitch,et al.  Mental models: an interdisciplinary synthesis of theory and methods , 2011 .

[21]  Michael Thuné,et al.  Novice Java programmers' conceptions of "object" and "class", and variation theory , 2005, ITiCSE '05.

[22]  Valerie K. Sims,et al.  Developmental Human Factors: Children's Mental Models of Computers , 2010 .

[23]  Alan Jervis Children's Thinking About Computers , 2003 .

[24]  Ian Douglas Sanders,et al.  Mental models of recursion revisited , 2006, ITICSE '06.

[25]  Allen B. Tucker,et al.  A Model Curriculum for K--12 Computer Science: Final Report of the ACM K--12 Task Force Curriculum Committee , 2003 .

[26]  Suzanne K. Damarin,et al.  The second self: Computers and the human spirit , 1985 .

[27]  M. Scaife,et al.  How do children represent intelligent technology? , 1995 .

[28]  K. Crowley,et al.  Searching for Signs of Intelligent Life: An Investigation of Young Children's Beliefs About Robot Intelligence , 2008 .

[29]  C. Dawson Towards a Conceptual Profile: Rethinking Conceptual Mediation in the Light of Recent Cognitive and Neuroscientific Findings , 2014 .

[30]  Marina Papastergiou,et al.  Students’ Mental Models of the Internet and Their Didactical Exploitation in Informatics Education , 2005, Education and Information Technologies.

[31]  Yifat Ben-David Kolikant Gardeners and Cinema Tickets: High School Students' Preconceptions of Concurrency , 2001, Comput. Sci. Educ..

[32]  Henrique Lins de Barros,et al.  From Scientists' and Inventors' Minds to Some Scientific and Technological Products: Relationships between Theories, Models, Mental Models and Conceptions. , 1999 .

[33]  E. Mortimer,et al.  Conceptual change or Conceptual Profile change? , 1995 .

[34]  Mike van Duuren,et al.  Do computers have brains ? What children believe about intelligent artifacts , 1995 .

[35]  Steven A. Sloman,et al.  Artifact categorization: The good, the bad, and the ugly , 2007 .