Interaction in danmaku and discussion boards spanned A3C levels from attendance through cooperation, with collaboration rare and limited to knowledge discussions¶
Claim · All claims
Evidence · 1 study · qualitativer3·q2
Currency · newest study 2024 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person
Subclaims¶
Reading the evidence codes
q is the design tier, i the impact, n the sample, and the kind with its r
the rigour judged within that kind: what each code means.
This claim: no standardized effect is recorded in observations/ for it yet, so no benchmark reading is possible.
q2 i? Lurkers showed attendance, posters showed coordination, distributed co-answering showed cooperation, and knowledge co-construction showed collaboration; collaboration was observed only in a small portion of knowledge-related discussions. → Bo Yang 2024
Evidence¶
Bo Yang 2024¶
Bo Yang. (2024). Combining Danmaku and Discussion Boards: Toward A Scalable and Sociable Environment for Mass Collaboration in MOOCs. Intern. J. Comput.-Support. Collab. Learn. https://doi.org/10.1007/s11412-024-09426-3
q2 · i? · qualitative · r3
Discussion-level analysis mapped observed behaviors onto the A3C framework (Jeong et al., 2017): lurkers engaged in attendance, active posters in coordination, distributed co-answering in cooperation, and knowledge co-construction in collaboration, but "collaboration... was observed only in a small portion of the knowledge-related discussions."
"However, collaboration, necessitating extensive joint interaction in various forms to achieve shared understanding and collective responsibility, was observed only in a small portion of the knowledge-related discussions."
Discussion¶
Related Claims¶
- Danmaku questions elicit rapid co-answering and co-confusion, while discussion-board questions often go unanswered or support multi-round elaboration — related
- All four A3C interaction types can contribute individually to learning and may exist in parallel during mass collaboration — a broader claim this one bears on
- Mass participation formats in online communities depend on the tools used (Danmaku versus discussion board) — a broader claim this one bears on
- Danmaku hosts mass participation as a continuous collective flow while the discussion board divides learners into threaded small groups — related
- Danmaku learners engage in parasocial greetings and compliments to the instructor and seek co-learning presence, phenomena absent on the discussion board — related
- Danmaku interaction is predominantly socio-emotional while discussion-board interaction tilts cognitive, and the tools share only four content categories — related
- Danmaku primarily carries tacit knowledge sharing via personal experience while the discussion board carries explicit mathematical knowledge — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
a3c-joint-interaction-levels-in-scaled-mooc-tools |
title |
Interaction in danmaku and discussion boards spanned A3C levels from attendance through cooperation, with collaboration rare and limited to knowledge discussions |
description |
Interaction in danmaku and discussion boards spanned A3C levels from attendance through cooperation, with collaboration rare and limited to knowledge discussions |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2024 |
source_checked |
2026-10-20 |
generated |
by process:wiki-ingest on 2026-10-18 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — bo-yang-2024 |
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