Abstract
There have been widespread claims that technology can make learning easier, more efficient, and more motivating. This article argues that ease and efficiency should not be the leading criteria for advocating and implementing computer technology in schools. The authors assert that to produce more meaningful learning, computer technologies need to be designed according to sound learning theories and pedagogy. When administrators, teachers, and parents understand that different computer technologies serve and augment different learning experiences, they can make informed judgments about which technologies are best suited to enhance student learning and achievement.
References
| 1. | Edwards, V. (ed.), Technology Counts, Education Week, 18:5, 1998. Google Scholar |
| 2. | Holt, J. , Learning All the Time, Addison-Wesley, New York, 1989. Google Scholar |
| 3. | Postman, N. , The End of Education: Redefining the Value of School, Knopf, New York, 1995. Google Scholar |
| 4. | Ericsson, K. A., Lehmann, A. C., Expert and Exceptional performance: Evidence on Maximal Adaptations on Task Constraints, Annual Review of Psychology, 47, pp. 273–305, 1996. Google Scholar | Crossref | Medline | ISI |
| 5. | Engelbart, D. C. , The Augmentation Papers: A Collection Since 1960, Bootstrap Institute, Fremont, California, October 1994. Google Scholar |
| 6. | Kulik, J. A. , Meta-Analytic Studies of Findings on Computer Based Instruction, in Technology Assessment in Education and Training, Baker, E. L., O'Neil, H. F. (eds.), Lawrence Erlbaum, Hillsdale, New Jersey, 1994. Google Scholar |
| 7. | Glass, G. V., McGaw, B., Smith, M. L., Meta-Analysis in Social Research, Sage Publications, Beverly Hills, California, 1981. Google Scholar |
| 8. | Sivin-Kachala, J. , Report on the Effectiveness of Technology in Schools, 1990–1997, Software Publisher's Association, 1997. Google Scholar |
| 9. | Mann, D., Shakeshaft, C., Becker, J., Kottkamp, R., West Virginia's Basic Skills/Computer Education Program: An Analysis of Student Achievement, Milken Family Foundation, Santa Monica, California, 1999. Google Scholar |
| 10. | Kay, A. , Observations about Children and Computers, paper presented at the meeting of For a New Social Science, Boca Raton, Florida, May 1994. Google Scholar |
| 11. | Riel, M. , Cross Classroom Collaboration: Communication and Education, in CSCL: Theory and Practice of an Emerging Paradigm, Koschmann, T. (ed.), Erlbaum, Mahwah, New Jersey, 1996. Google Scholar |
| 12. | Papert, S. , The Connected Family: Bridging the Digital Generation Gap, Longstreet Press, Atlanta, Georgia, 1996. Google Scholar |
| 13. | Pea, R. D. , Seeing What We Build Together Distributed Multimedia Learning Environments for Transformative Communications (Special Issue), The Journal of the Learning Sciences, 3:3, pp. 285–299, 1993. Google Scholar | Crossref |
| 14. | Scardamalia, M., Bereiter, C., Computer Support for Knowledge-Building Communities, in CSCL: Theory and Practice of an Emerging Paradigm, Koschmann, T. (ed.), Erlbaum, Mahwah, New Jersey, 1996. Google Scholar |
| 15. | Piaget, J. , The Moral Judgment of the Child, Free Press, New York, 1965. Google Scholar |
| 16. | Damon, W., Killen, M., Peer Interaction and the Process of Change in Children's Moral Reasoning, Merrill-Palmer Quarterly, 28, pp. 347–367, 1982. Google Scholar | ISI |
| 17. | Youniss, J. , Parents and Peers in Social Development, University of Chicago Press, Chicago, 1980. Google Scholar |
| 18. | Johnson, D. W., Johnson, R. T., Cooperative Learning and Achievement, in Cooperative Learning: Theory and Research, Shlomo, S. (ed.), Praeger, New York, 1990. Google Scholar |
| 19. | Sharan, S., Shaulov, A., Cooperative Learning, Motivation to Learn, and Academic Achievement, in Cooperative Learning: Theory and Research, Shlomo, S. (ed.), Praeger, New York, 1990. Google Scholar |
| 20. | Slavin, R. E. , Effects of Student Teams and Peer Tutoring on Academic Achievement and Time-On-Task, Journal of Experimental Education, 48, pp. 252–257, 1980. Google Scholar | Crossref | ISI |
| 21. | De Paolis, P., Doise, W., Mugney, G., Social markings in Cognitive Operations, in Current Issues in European Social Psychology, Vol. 2, Doise, W., Moscovici, S. (eds.), Cambridge University Press, Cambridge, England, pp. 1–45, 1987. Google Scholar |
| 22. | Forman, E. A., Cazden, C. B., Exploring Vygotskian Perspectives in Education: The Cognitive Value of Peer Interaction, in Culture, Communication and Cognition: Vygotskian perspectives, Wertsch, J. V. (ed.), Cambridge University Press, New York, pp. 323–347, 1985. Google Scholar |
| 23. | Brown, A. L., Palinscar, A. S., Guided, Cooperative Learning and Individual Knowledge Acquisition, in Knowing, Learning and Instruction: Essays in Honor of Robert Glaser, Resnick, L. B. (ed.), Erlbaum, Hillsdale, New Jersey, pp. 393–451, 1989. Google Scholar |
| 24. | Saxe, G. B. , Studying Children's Learning in Context: Problems and Prospects, Journal of the Learning Sciences, 2, pp. 215–235, 1992. Google Scholar | Crossref |
| 25. | Webb, N. M. , Task-Related Verbal Interaction and Mathematics Learning in Small Groups, Journal for Research in Mathematics Education, 22, pp. 366–389, 1991. Google Scholar | Crossref | ISI |
| 26. | Webb, N. M., Troper, J. D., Fall, R., Constructive Activity and Learning in Collaborative Small Groups, Journal of Educational Psychology, 87, pp. 406–423, 1995. Google Scholar | Crossref | ISI |
| 27. | Roschelle, J. , Learning by Collaborating: Convergent Conceptual Change, in CSCL: Theory and Practice of an Emerging Paradigm, Koschmann, T. (ed.), Erlbaum, Mahwah, New Jersey, pp. 209–248, 1996. Google Scholar |
| 28. | Vygotsky, L. S. , Mind in Society: The Development of Higher Psychological Processes, Harvard University Press, Cambridge, Massachusetts, 1978. Google Scholar |
| 29. | Wertsch, J. V. , Vygotsky and the Social Formation of the Mind, Harvard University Press, Cambridge, Massachusetts, 1985. Google Scholar |
| 30. | Ellis, S., Rogoff, B., The Strategies and Efficacy of Child versus Adult Teachers, Child Development, 53, pp. 730–735, 1982. Google Scholar | Crossref | ISI |
| 31. | Gauvain, M., Rogoff, B., Collaborative Problem Solving and Children's Planning Skills, Developmental Psychology, 25, pp. 139–151, 1989. Google Scholar | Crossref | ISI |
| 32. | Radziszewska, B., Rogoff, B., Influence of Adult and Peer Collaborators on Children's Planning Skills, Developmental Psychology, 24, pp. 840–848, 1988. Google Scholar | Crossref | ISI |
| 33. | Radziszewska, B., Rogoff, B., Children's Guided Participation in Planning Errands with Skilled Adult or Peer Partners, Developmental Psychology, 27, pp. 381–389, 1991. Google Scholar | Crossref | ISI |
| 34. | Brown, J. S., Collins, A., Duguid, P., Situated Cognition and the Culture of Learning, Educational Researcher, 18, pp. 32–42, 1989. Google Scholar | SAGE Journals |
| 35. | Rogoff, B. , Apprenticeship in Thinking: Cognitive Development in Sociocultural Activity, Oxford University Press, New York, 1990. Google Scholar |
| 36. | Rogoff, B. , Developing Understanding of the Idea of Communities of Learners, Mind, Culture, and Activity, 1, pp. 209–229, 1994. Google Scholar |
| 37. | Wertsch, J. V., Stone, C. A., A Social Interactional Analysis of Learning Disabilities Remediation, paper presented at the International Conference of the Association for Children with Learning Disabilities, San Francisco, 1979. Google Scholar |
| 38. | Frederiksen, J. R., White, B. Y., Cognitive Facilitation: A Method for Promoting Reflective Collaboration, in Proceedings of CSCL '97, Hall, R., Miyake, N., Enyedy, N. (eds.). University of Toronto Press, Toronto, pp. 53–62, 1997. Google Scholar | Crossref |
| 39. | Bell, P. , Using Argument Representations to Make Thinking Visible for Individuals and Groups, in Proceedings of CSCL '97, Hall, R., Miyake, N., Enyedy, N. (eds.), University of Toronto Press, Toronto, pp. 10–19, 1997. Google Scholar | Crossref |
| 40. | Dewey, J. , Democracy and Education, Macmillan, New York, 1916. Google Scholar |
| 41. | Duffy, T. M., Cunningham, D. J., Constructivism: Implications for the Design and Delivery of Instruction, in Handbook of Research for Educational Communications and Technology, Jonassen, D. H. (ed.), Macmillan, New York, pp. 170–198, 1996. Google Scholar |
| 42. | Papert, S. , The Children's Machine: Rethinking School in the Age of the Computer, Basic Books, New York, 1993. Google Scholar |
| 43. | Harel, I. , Software Designed for Learning: Children's Construction of Meaning for Factions and Logo Programming, unpublished Ph.D. dissertation, Massachusetts Institute of Technology, Cambridge, 1988. Google Scholar |
| 44. | Perkins, D. N. , Knowledge as Design: Critical and Creative Thinking for Teachers and Learners, Erlbaum, Hillsdale, New Jersey, 1986. Google Scholar |
| 45. | Kafai, Y. , Minds in Play: Computer Game Design as a Context for Children's Learning, Erlbaum, Hillsdale, New Jersey, 1995. Google Scholar |
| 46. | Resnick, M., Bruckman, A., Martin, F., Pianos not Stereos: Creating Computational Construction Kits, Interactions, 3, p. 6, 1996. Google Scholar | Crossref |
| 47. | Blumenfeld, P., Soloway, E., Marx, R., Krajcik, J., Guzdial, M., Palinscar, A., Motivating Project-Based Learning: Sustaining the Doing, Supporting the Learning, Educational Psychologist, 26, pp. 369–398. 1991. Google Scholar | Crossref | ISI |
| 48. | Barron, B. J. S., Schwartz, D. L., Vye, N. J., Moore, A., Petrosino, A., Zech, L., Bransford, J., and The Cognition and Technology Group at Vanderbilt, Doing with Understanding: Lessons from Research on Problem- and Project-Based Learning, The Journal of the Learning Sciences, 7:3/4, pp. 271–311, 1998. Google Scholar |
| 49. | Erikson, J., Lehrer, R., The Evolution of Critical Standards as Students Design Hypermedia Documents, The Journal of the Learning Sciences, 7:3/4, pp. 351–386, 1998. Google Scholar | Crossref | ISI |
| 50. | Krajcik, J., Blumenfeld, P. C., Marx, R. W., Bass, K. M., Fredricks, J., Soloway, E., Inquiry in Project-Based Science Classrooms: Initial Attempts Made by Middle School Students, The Journal of the Learning Sciences, 7:3/4, pp. 313–350, 1998. Google Scholar | Crossref | ISI |
| 51. | Harel, J., Papert, S., Software Design as a Learning Environment, in Constructionism, Harel, I., Papert, S. (eds.), Ablex, Norwood, New Jersey, pp. 41–84, 1991. Google Scholar |
| 52. | Huebel-Drake, M., Mouradian, M., Stern, E., Finkel, L., Foundations of Science: A Three Year Integrated High School Science Curriculum, unpublished manuscript, Center for Highly Interactive Computing in Education, University of Michigan, 1997. Google Scholar |
| 53. | A. Pryor, E. Soloway, and The Hi-C Research Group , Foundations of Science: Using Technology to Support Authentic Science Learning, unpublished manuscript, Center for Highly Interactive Computing in Education, University of Michigan, 1997. Google Scholar |
| 54. | Gardner, H. , The Mind's New Science: A History of the Cognitive Revolution, Basic Books, New York, 1985. Google Scholar |
| 55. | Bruer, J. T. , Schools for Thought: A Science of Learning in the Classroom, MIT Press, Cambridge, 1993. Google Scholar |
| 56. | Bruer, J. T. , Education and the Brain: A Bridge Too Far, Educational Researcher, 26:8, pp. 4–16, 1997. Google Scholar | SAGE Journals |
| 57. | Chi, M. T. H., Glaser, R., Farr, M. J. (eds.), The Nature of Expertise, Erlbaum, Hillsdale, New Jersey, 1988. Google Scholar |
| 58. | Lajoie, S. P., Derry, S. J., Computers as Cognitive Tools, Erlbaum, Hillsdale, New Jersey, 1993. Google Scholar |
| 59. | Poison, M. C., Richardson, J. J., Foundations of Intelligent Tutoring Systems, Erlbaum, Hillsdale, New Jersey, 1988. Google Scholar |
| 60. | Psotka, J., Massey, L. D., Mutter, S. A., Intelligent Tutoring Systems: Lesson Learned, Erlbaum, Hillsdale, New Jersey, 1988. Google Scholar |
| 61. | Regian, J. W., Shute, V. J. (eds.), Cognitive Approaches to Automated Instruction, Erlbaum, Hillsdale, New Jersey, 1992. Google Scholar |
| 62. | Shute, V. J., Psotka, J., Intelligent Tutoring Systems: Past, Present, and Future, in Handbook of Research for Educational Communications and Technology, Jonassen, D. H. (ed.), Simon and Schuster, New York, 1996. Google Scholar |
| 63. | Anderson, J. R., Boyle, C., Yost, G., The Geometry Tutor, Proceedings of IJCAI.-85, Los Angeles, California, pp. 1–7, 1985. Google Scholar |
| 64. | MacKay, C. , Extraordinary Popular Delusions and the Madness of Crowds, Crown Trade, New York, 1841. Google Scholar |
