Knowledge Objects and Knowledge Practices

Theory · All theories
Evidence · 42 claims (31 for, 10 mixed, 1 against) · 33 studies (11 qualitative, 7 associational, 5 review, 5 design, 4 theoretical, 1 causal), q1–q3 · 0 of 33 report an effect size · 42 claims rest on one study

Description

Drawing on Knorr Cetina's (2001) concept of epistemic objects, a knowledge object (KO) is an evolving, materially mediated artifact or representation — a report, a proposal, a logo, a plan — that is shaped through participants' interaction and, in turn, structures what the group does next. Unlike a finished document, a knowledge object is treated as perpetually unfinished: it raises awareness of understanding gaps, makes group progress visible, and prompts reflection precisely because it keeps changing. A knowledge practice (KP) is a recurring, dynamic epistemic activity through which a group jointly creates knowledge around an open-ended, complex problem — not limited to talk, but including the embodied and materially mediated practices (writing on a flip chart, restructuring a shared document) that channel a group's collective effort.

This is a distinct lens from boundary crossing: boundary objects foreground how one object serves multiple separate practices at once, while knowledge objects foreground how a group collaboratively builds and evolves a single shared artifact over time as their understanding develops.

Implications

Context

• Most relevant for analyzing or designing extended, project-based interdisciplinary group work in which a team collaboratively constructs a tangible output (a plan, an offer, a proposal) over multiple sessions
• Useful where the goal is to make an interdisciplinary team's tacit negotiation process visible and analyzable through the artifacts it produces

Target Learners

• Interdisciplinary teams (studied in higher education, but not specific to that level) working toward a shared complex deliverable over an extended timeframe

Target Learning Objectives

• Developing the collective capacity to attend to interdisciplinary problems, take responsibility, frame one's own and others' expertise, cross disciplinary boundaries, concretize and explore new knowledge, and reflect on and expand the group's own practices

Claims

• Organization simulation knowledge practices support interdisciplinary learning [+M]
• A coding scheme distinguishing knowledge creation from knowledge sharing and construction can differentiate student groups' engagement in knowledge creation [+W] — attached 2026-10-18 from Gerry Stahl et al. (2009), which proposed "Distinction of knowledge creation (community improvement of ideas) from knowledge sharing (transmission) and knowledge construction (individual constructionist)".
• Productive interactions in long-term small-group collaboration take different forms, with discourse-based and object-oriented patterns the most relevant [+W] — attached 2026-10-18 from Damşa (2014), which proposed "Multi-layer analytic framework linking productive interaction, knowledge objects, and shared epistemic agency over time".
• Groups performing generative epistemic actions more frequently produced higher-quality knowledge objects than a division-of-labor group [+W] — attached 2026-10-18 from Damşa (2014), which proposed "Shared epistemic agency as an emerging, group-level capacity for deliberate joint object-oriented interaction"; tests this page's relationship.
• Group A's discourse contained the idea units needed for knowledge construction but only rare rise-above moves, indicating a threshold rather than well-developed knowledge-creation discourse [+W] — attached 2026-10-18 from Jan van Aalst (2009), which proposed "Three modes of discourse: knowledge sharing, knowledge construction, and knowledge creation".
• Anchoring collaboration in a shared epistemic object distinguished the successful co-invention teams from the unsuccessful one [+W] — attached 2026-10-18 from Riikonen et al. (2020), which proposed "Epistemic-object account of collaborative making"; tests this page's relationship.
• Embodied design practices of sketching and experimenting co-occurred with the application of product design, computer engineering, and science practices, while model making was more often followed by it [+W] — attached 2026-10-18 from Sini Davies et al. (2024), which proposed "Epistemic objects as emergent, evolving invention-in-making guiding co-invention".
• Teacher-introduced redirection that simplified a team's epistemic object was associated with a decline in that team's knowledge-creation activity [+W] — attached 2026-10-18 from Sini Davies et al. (2024), which proposed "Epistemic objects as emergent, evolving invention-in-making guiding co-invention"; tests this page's relationship.
• Individual synthesis artifacts facilitated collaborative discourse by guiding the flow of group work and by supporting knowledge sharing, building shared understanding, and generating and advancing ideas [+W] — attached 2026-10-18 from Xinran Zhu · Bodong Chen · David DeLiema (2026), which proposed "Knowledge synthesis in CSCL: connecting, analyzing, and integrating ideas from discourse to foster conceptual innovation".
• Qualitative analysis identified three mediating processes in KBM: discourse-driven idea improvement, analytics-supported meta-reflection, and model construction for system refinement [+W] — attached 2026-10-18 from Dina Soliman et al. (2026), which proposed "Knowledge Building–Modeling (KBM): a recursive framework integrating discourse, analytics-driven reflection, and model construction".
• Interaction during semiempty concept mapping shows higher transactivity: less elicitation and more externalization and integration than summary writing [+W] — attached 2026-10-18 from Lucero et al. (2024), which proposed "MUPEMURE model: negotiation and knowledge building are shaped by the type of external knowledge representation tool"; tests this page's relationship.
• Co-construction alone does not contribute to shared mental model development and shows a negative unique effect [~W] — attached 2026-10-18 from Van den Bossche et al. (2011), which proposed "Team learning behavior framework: construction, co-construction, and constructive conflict building shared mental models".
• Damşa's study concludes that increased discourse about textual knowledge objects leads to better learning or knowledge building [+W]
• Interaction in danmaku and discussion boards spanned A3C levels from attendance through cooperation, with collaboration rare and limited to knowledge discussions [~W]
• Student blogging supports transactive building and emergent common knowledge in a persistent community blogosphere [+W]
• Grade 5 students can sustain productive knowledge-building collaboration over a whole school year with a facilitative rather than guiding teacher [+W]
• Epistemic network analysis shows high-learning groups integrate re-annotations with knowledge-confirming discourse more densely than low-learning groups [+W]
• Across all three groups, discussion was dominated by epistemic actions—especially generative collaborative actions—with sharing knowledge more common in the synthesis phase and generative collaboration more prevalent in the application phase [~W]
• Students in a school-based makerspace enact four intertwined multimodal knowledge practices combining embodied action, talk, space and artifact use [+W]
• The final episode of wiki collaborative writing is characterised by a disputational orientation, possibly driven by time pressure to finish the text [~W]
• Group meta-discourse in Knowledge Forum is associated with higher individual learning among university students [~W]
• This issue's Knowledge Forum study is reported to show a clear impact of meta-discourse on collaboration that widened over time [~W]
• Students' makerspace knowledge practices are mediated multimodally by discourse, materials, embodied actions, and physical space [+W]
• Knowledge creation occurred in neither fixed nor opportunistic collaboration groups; interactions were mostly knowledge sharing [-W]
• Multi-modal representations created during collaboration act as metaphors that shape joint reasoning and meaning making [+W]
• Knowledge artifacts that were novel or unexpected (a non-insect squirrel, a misidentified mosquito) generated the most discussion in an elementary citizen science project [+W]
• Organizing principles for a shared workspace emerge from implicit negotiation of conventions among group members [+W]
• A shared epistemic object let a team with substantial off-task time (UrPo) still complete a successful co-invention [+W]
• Cross-class super notes in Knowledge Forum prompt rise-above syntheses and serve as an epistemic ladder supporting deeper understanding [+W]
• Cumulative, disputational, and exploratory talk types together mediated students' enactment of makerspace knowledge practices [+W]
• Merging different technical understandings of Minecraft items into shared nomenclature enabled parallel division of building work (Extract 2) [+W]
• Three discourse patterns emerged during collaborative multidisciplinary modeling, differing in the extent to which students merged disciplinary perspectives [+W]
• Virtual objects in shared VR environments can serve as effective media for collaborative knowledge building among in-service teachers manipulating geometric shapes [+W]
• At the discourse-act level, notes expressing uncertainty are associated with more follow-up and notes open on community orientation with less, and notes lacking building-knowledge openness receive less follow-up [~W]
• AI-supported examination and construction practices (explanation, creation) qualify only as expanded or transformed epistemic practices because they can be performed without AI [~W]
• Wiki negotiation unfolds in four episodes with distinct intersubjective orientations, beginning with an exploratory orientation during content generation [+W]
• Externalizing knowledge into a wiki can itself produce individual learning through deeper processing [~W]
• High-literacy students' ENA networks center on links among AI Improvement Commands, Clarification Questions, and Meta-Commands, described as a collaborative, epistemic approach [+W]
• Online concept-mapping behaviour may play a critical role in transforming verbal-discourse knowledge into deep-level co-construction; Type 3's lowest behavioural knowledge construction accompanied its lowest performance [+W]
• The reconstruction phase produced two interdependent objects: a social object leading to a role-play script and a technology object leading to a Minecraft building [+W]
• Wiki pages produced by many anonymous edits exhibit group-generated meaning not attributable to any individual contributor [+W]
• Wikipedia history analysis shows external assimilation: a user added only the CSILE/Knowledge Forum link without further changes [~W]

Related Theories

• Boundary Crossing Learning — a related but distinct object-centered lens; see Description above for the distinction
• Ecological Paradigm of Interdisciplinary Learning — this framework operationalizes that paradigm's pedagogy-dilemma emphasis on co-created artifacts as visible, negotiable objects
• Epistemic Games — both analyze the moment-to-moment moves interdisciplinary teams use to build shared understanding, at different grains: knowledge practices trace how a project-length artifact evolves, while epistemic games trace short, game-like interaction sequences
• Shared epistemic agency framework for analyzing knowledge creation in collaborative design

Examples

• Organization Simulation for Interdisciplinary Learning — the pattern this framework was developed to analyze, tracing how student teams built a client offer across six weeks
• Evolving-artifact course organization: each module's output becomes the next module's input
• Train ITD competencies through cross-training, guided boundary-object creation, coaching, and early reflexivity learning objectives
• A conceptual design framework for PST collaborative inquiry combining knowledge building principles with collaborative-analytics reflective assessment
• Support learners in climbing the social and epistemic ladders together
• Promote knowledge creation by coordinating group practices, technology affordances, interaction genres, community metaskills, and trialogical learning through design-based research
• Redesign course projects around collaboration, open-ended problems, shared knowledge objects, technology mediation, and as-needed mentoring
• Develop new pedagogical solutions to facilitate and collectively manage students' multimodal knowledge practices in makerspaces

Key Sources

• Muukkonen, H., & Kajamaa, A. (2024). Knowledge objects and knowledge practices in interdisciplinary learning: Example of an organization simulation in higher education. Journal of the Learning Sciences, 33(2), 365-404. https://doi.org/10.1080/10508406.2024.2344794
• Knorr Cetina, K. (2001). Objectual practice. In T. R. Schatzki, K. Knorr Cetina, & E. von Savigny (Eds.), The Practice Turn in Contemporary Theory (pp. 175-188). Routledge.
• Damşa, C., & Muukkonen, H. (2020). Conceptualizing knowledge co-construction and the emergence of knowledge objects in interaction. In Learning to Collaborate, Collaborating to Learn. Information Age Publishing.

Page metadata

Field	Value
type	theory
title	Knowledge Objects and Knowledge Practices
description	A framework for analyzing collaborative knowledge-building through the evolving artifacts a group constructs (knowledge objects) and the epistemic practices they use to construct and negotiate them (knowledge practices).
status	review
canonical	True
generated	by claude/unspecified on 2026-08-29
trust	unverified — no one has confirmed this page's content
sources	1 — muukkonen-kajamaa-2024

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