Organization-simulation knowledge practices support interdisciplinary learning¶

Claim · All claims
Evidence · 1 study · qualitative r3 · q2 · n=84 students (48% of 175 enrolled across 4 course iterations), 12 teams of 11-15 students each; video subsample of 2 teams (11h22m across 9 meetings)
Currency · newest study 2024 · not yet checked against its sources · not reviewed by a person

Interdisciplinary student teams in a multi-week organization simulation engaged in six identifiable collective knowledge practices while jointly building a shared knowledge object (a client offer); material tools (whiteboards, flip charts) visibly mediated shifts from unfocused discussion to structured, integrated problem-solving, while unclear leadership and time pressure were the most commonly reported barriers to productive collaboration.

Subclaims¶

q2 i? Analysis of 1,083 coded units from 84 students' reflective diaries identified six recurring collective knowledge practices — attending to interdisciplinary problems, responsibility-taking, framing expertise/contributions, crossing interdisciplinary boundaries, concretizing/exploring new knowledge, and reflecting/expanding practices — with attending-to-problems and framing-expertise practices concentrated earlier in the six-week course and concretizing/reflecting practices concentrated later. → Muukkonen & Kajamaa 2024

q2 i? Video analysis of two teams (11 hours 22 minutes total across 9 meetings) showed episodes where a team member's proposal to ground the group's work in research evidence was initially ignored during unfocused discussion, then successfully integrated once another member externalized a process outline on a flip chart — illustrating material representations as a mechanism for shifting from unfocused talk to structured collaboration. → Muukkonen & Kajamaa 2024

q2 i? Students' diary entries frequently identified unclear or contested leadership, and time pressure preventing "the common tone" of the interdisciplinary group from being reached, as the primary sources of early-stage team dissonance and disagreement. → Muukkonen & Kajamaa 2024

Evidence¶

Muukkonen & Kajamaa 2024¶

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

q2 · qualitative case study combining systematic inductive coding of reflective diaries (1,083 coded units, inter-rater reliability established) with detailed video interaction analysis of two teams; no comparison group or quantified outcome measure · i? · no effect size: the entry prints counts of coded diary units (1,083 units from 84 students) and video episodes, with no comparison group or learning-gain measure · n=84 students (48% of 175 enrolled across 4 course iterations), 12 teams of 11-15 students each; video subsample of 2 teams (11h22m across 9 meetings) · qualitative · r3

In a six-week organization-simulation course, interdisciplinary teams (educational psychology, engineering, economics, humanities, education students mixed together) built a competing offer for a simulated HR-consulting client. Inductive coding of weekly reflective diaries identified six knowledge practices used throughout, with an early-course emphasis on establishing shared problem understanding and expertise roles, and a later-course emphasis on concretizing solutions and reflecting on the process. Video-recorded team meetings showed how a team member's suggestion to base the offer on research evidence was initially sidelined in unfocused talk, then taken up once a teammate wrote a process outline on a flip chart — externalizing the group's shared object made the earlier proposal visible and actionable. Diary entries also frequently cited unclear leadership and time pressure as sources of early friction, sometimes tied to unrecognized cross-disciplinary differences in vocabulary (e.g., "leadership" meaning task-management to a technical student vs. people-management to an educational-sciences student).

Discussion¶

This is a solid, single-context qualitative case study (q2) with real methodological structure (systematic coding with reliability checks, detailed video interaction analysis), but it studies one course at one Nordic university across a homogeneous cultural context, and the diary sample slightly over-represents higher-grading students (consenting students' mean grade 3.84/5 vs. 3.51/5 for non-consenters) — a modest selection bias the authors themselves flag. The study also does not independently verify that all team output met a strict definition of interdisciplinary integration versus divided-labor collaboration, since the final offers themselves were not systematically analyzed for integration quality.

Learner Variables¶

• Domain Context — moderator: an instructional effect differs with it

Related Claims¶

• Simulation Based Education Improves Outcomes — the general claim this finding bears on, with the studies behind it
• (none yet linked)
• Serious talk about teaching in school-based meetings spans five types of intellectual work beyond classroom management — related
• Course-based research experience boundary objects support disciplinary integration and authentic research networks — related
• Epistemic games reveal unacknowledged disciplinary differences in interdisciplinary teams — related
• Interdisciplinary studio collaboration produced challenges including uneven workloads, vocabulary barriers, and difficulty giving cross-disciplinary feedback — related
• Interdisciplinary studio collaboration deepened students' disciplinary skills while exposing them to cross-disciplinary skills — related
• Mixed-disciplinary teacher making supports transdisciplinary epistemic liberation — related
• Interdisciplinary humanities units improve students' interdisciplinary competences — related
• Subtle teacher guidance, not imposition, enables interdisciplinary integration in small-group deliberation — related
• Students in interdisciplinary design studio courses reported high authentic motivation stemming from the problems rather than grades — related
• Interdisciplinary studies are hindered by proliferating definitions and competing instrumental versus conceptual approaches — related
• The study calls for integrative research designs that combine knowledge from multiple fields, including network, multi-level, and simulation modeling — related
• Student–AI interactions in authentic coursework concentrate in a small number of recurring patterns rather than idiosyncratic use — related
• Collaborative multidisciplinary modeling tasks elicit all four cognitive processes of interdisciplinary understanding in student group discourse — related
• Analog artefacts such as the nautical paper chart serve as public inscriptions and arenas for reasoning about rule following, making students' intentions assessable to instructors and teammates — related