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
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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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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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