The DOI matches its Crossref record; 77 of the 77 references it cites were found in a registry or an index.
Restructuring the Classroom: Conditions for Productive Small Groups
Abstract
Moving beyond the general question of effectiveness of small group learning, this conceptual review proposes conditions under which the use of small groups in classrooms can be productive. Included in the review is recent research that manipulates various features of cooperative learning as well as studies of the relationship of interaction in small groups to outcomes. The analysis develops propositions concerning the kinds of discourse that are productive of different types of learning as well as propositions concerning how desirable kinds of interaction may be fostered. Whereas limited exchange of information and explanation are adequate for routine learning in collaborative seatwork, more open exchange and elaborated discussion are necessary for conceptual learning with group tasks and ill-structured problems. Moreover, task instructions, student preparation, and the nature of the teacher role that are eminently suitable for supporting interaction in more routine learning tasks may result in unduly constraining the discussion in less structured tasks where the objective is conceptual learning. The research reviewed also suggests that it is necessary to treat problems of status within small groups engaged in group tasks with ill-structured problems. With a focus on task and interaction, the analysis attempts to move away from the debates about intrinsic and extrinsic rewards and goal and resource interdependence that have characterized research in cooperative learning.
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“several authors have criticized effectoriented research, claiming that it employs a black box approach that makes it difficult to explain the variability in research findings (Cohen 1994;Dillenbourg 1999;Pelled et al. 1999).”
From Making the Black Box of Collaborative Learning Transparent: Combining Process-Oriented and Cognitive Load Approaches (2010) · cites this paper as Cohen 1994
Citations
Cites
A Framework for the Comparative Analysis of Organizations
Perrow, C. (1967) · American Sociological Review · doi:10.2307/2091811 · Cited by 2,509
Nebraska Symposium on Motivation, 1961
Whitehorn, J. C. (1963) · American Journal of Psychiatry · doi:10.1176/ajp.119.9.904 · Cited by 2,361
Status Characteristics and Social Interaction
Berger, J., Cohen, B. P., & Zelditch, M. (1972) · American Sociological Review · doi:10.2307/2093465 · Cited by 1,743
Johnson, D. W., Maruyama, G., Johnson, R., Nelson, D., & Skon, L. (1981) · Psychological Bulletin · doi:10.1037/0033-2909.89.1.47 · Cited by 1,588
Guided, Cooperative Learning and Individual Knowledge Acquisition
Brown, A. L., & Palincsar, A. S. (2018) · Routledge eBooks · doi:10.4324/9781315044408-13 · Cited by 1,097
(2025) · McGill Journal of Education / Revue des sciences de l'éducation de McGill · doi:10.7202/mje · Cited by 1,064
Vygotsky and Education: Instructional Implications and Applications of Sociohistorical Psychology
Mathews, P. V., & Moll, L. C. (1991) · British Journal of Educational Studies · doi:10.2307/3120999 · Cited by 1,047
Sharan, S. (1980) · Review of Educational Research · doi:10.3102/00346543050002241 · Cited by 773
Slavin, R. E. (1980) · Review of Educational Research · doi:10.3102/00346543050002315 · Cited by 771
Task-Related Verbal Interaction and Mathematics Learning in Small Groups
Webb, N. M. (1991) · Journal for Research in Mathematics Education · doi:10.2307/749186 · Cited by 655
Research works printed but not linked: 28
- Aaronson E, 1978, The jigsaw classroom
- 10.3102/0091732X015001225 · DOI
- Chang GL, 1987, Paper presented at the meeting of the International Oracy Convention
- Cohen EG, 1984, Instructional groups in the classroom: Organization and processes, 171
- Cohen EG, 1988, Paper presented at the convention of the International Association for the Study of Cooperation in Education
- Cohen EG, 1983, Learning to think in math and science: Improving local education for minority children
- Cohen EG, 1981, Interdependence and management in bilingual classrooms
- Ehrlich DE, 1991, Moving beyond cooperation: Developing science thinking in interdependent groups
- Hoffman DE, 1973, Students’ expectations and performance in a simulation game
- Johnson D, 1990, Cooperative learning: Theory and research, 23
- Johnson D, 1990, Journal of Social Psychology, 13, 507, 10.1080/00224545.1990.9924613 · DOI
- Leal A, 1985, Sex inequities in classroom interaction: An evaluation of an intervention
- Leechor C, 1988, How high achieving and low achieving students differentially benefit from working together in cooperative small groups
- McAuliffe T, 1991, Paper presented at the Annual Meeting of the American Educational Research Association
- Miller N, 1990, Cooperative learning: Theory and research, 39
- Navarrete C, 1985, Problem resolution in small group interaction: A bilingual classroom study
- Newmann F, 1991, Phi Delta Kappan, 72, 458
- Nystrand M, 1991, Small groups in English: When do they help students and how are they best used?
- Rosenholtz SH, 1981, Effect of task arrangements and management systems on engagement of low-achieving students
- Schwartz DL, 1991, Paper presented at the Annual Meeting of the American Educational Research Association
- Slavin R, 1983, Cooperative learning
- Stevenson BJ, 1982, An analysis of the relationship of student-student consultation to academic performance in differentiated classroom settings
- Tudge J, 1991, Paper presented at the Annual Meeting of the American Educational Research Association
- Vedder P, 1985, Cooperative learning: A study on processes and effects of cooperation between primary school children
- Vygotsky L, 1978, Mind in society
- Yager S, 1985, The effects of structured oral discussion during a set of cooperative learning lessons on student achievement and attitude
- Yueh J, 1988, Journal of Computer-Based Instruction, 15, 18
- Zack M, 1988, Paper presented at the meeting of the International Association for the Study of Cooperation in Education
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Metadata
- Authors
- Cohen, E. G.
- Affiliations
- Stanford University
- Venue
- Review of Educational Research
- Published
- 1994-03
- Volume
- 64
- Issue
- 1
- Pages
- 1-35
- ISSN
- 0034-6543 (ISSN-L)
- 1935-1046
- OpenAlex
- W2106990392
- Cited by
- 2,120
- References
- 77
- Citations by year
- 2026: 30 · 2025: 38 · 2024: 46 · 2023: 56 · 2022: 58 · 2021: 70 · 2020: 98 · 2019: 95 · 2018: 49 · 2017: 68 · 2016: 101 · 2015: 82 · 2014: 105 · 2013: 98 · 2012: 112
- FWCI
- 54.03
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Review of Educational Research (publishedVersion)
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Innovative Teaching and Learning Methods
- Social Sciences › Education › Problem and Project Based Learning
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Visual and Cognitive Learning Processes
- Keywords
- small group learning, cooperative learning, group interaction, conceptual learning, ill-structured problems, group tasks, teacher role, task instructions, student preparation, intrinsic and extrinsic rewards
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