Social networks were comprehensible to learners, but epistemic networks presented interpretation challenges for some learners¶

Claim · All claims
Evidence · 1 study · qualitative r? · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? While learners could understand social network visualisations of their team communication, some learners had difficulty interpreting epistemic networks, highlighting a need for simplified representations. → Zhao 2026

Evidence¶

Zhao 2026¶

Zhao, L., Echeverria, V., Gašević, D., Yan, L., Alfredo, R., Li, X., & Martinez-Maldonado, R. (2026). Automated multimodal visual analytics of social and epistemic dimensions in team communication for reflective practice in healthcare simulation. Computers & Education, 252, 105655. https://doi.org/10.1016/j.compedu.2026.105655

q2 · i? · qualitative · r?

Findings from post-hoc one-to-one semi-structured interviews with 15 learners, in which participants were asked to describe and interpret both network types, indicate that "epistemic networks presented interpretation challenges for some learners". The article draws no statistical comparison between network types.

"While social networks were comprehensible to learners, epistemic networks presented interpretation challenges for some learners, highlighting a need for simplified representations to illustrate the epistemic dimension of communication."

Discussion¶

Related Claims¶

• Educators used epistemic networks to examine closed-loop communication strategies during debriefing — related
• Learners and educators perceived social and epistemic networks as useful for supporting reflective activities on team communication — related