Combined tSSNA and ONA method¶
Research Method · All research methods
Evidence · 6 claims (6 for) · 1 study (1 associational),q3· 1 of 1 report an effect size · 6 claims rest on one study
Description¶
This analytic method combines temporal socio-semantic network analysis (tSSNA) and ordered network analysis (ONA) to analyze collaborative knowledge creation. tSSNA tracks idea improvement via total degree centrality in moving windows over discourse, segmenting sessions into phases. ONA models ordered relationships between epistemic codes, capturing which actions respond to which. The article states this work "demonstrates the potential of combining tSSNA and ONA for analyzing collaborative KC processes."
Accounts¶
- Combined tSSNA and ONA method for analyzing collaborative knowledge creation processes: This analytic method combines temporal socio-semantic network analysis (tSSNA) and ordered network analysis (ONA) to analyze collaborative knowledge creation. tSSNA tracks idea improvement via total degree centrality in moving windows over discourse, segmenting sessions into phases. ONA models ordered relationships between epistemic codes, capturing which actions respond to which. The article states this work "demonstrates the potential of combining tSSNA and ONA for analyzing collaborative KC processes." (Ohsaki et al. (2026))
Claims¶
- Engineering, product design, and service design teams differ significantly in shared epistemic agency during collaborative prototyping [+W]
- Engineering team focused on generative collaborative actions, product design team on creating shared understanding, and service design team on alleviating lack of knowledge [+W]
- All teams showed divergent-then-convergent idea improvement patterns across prototyping sessions [+W]
- Engineering team converged earlier than other teams, concluding prototyping two minutes before the time limit [+W]
- Differences in shared epistemic agency between design teams change across prototyping phases [+W]
- Each team showed statistically significant changes in shared epistemic agency across prototyping phases [+W]
Related Research Methods¶
Key Sources¶
- Ohsaki, A., Tan, Y., Eagan, B., Shaffer, D. W., & Swiecki, Z. (2026). Temporal Network Analysis of Collaborative Prototyping from a Knowledge Creation Perspective. Journal of Learning Analytics, 13(1), 190–207. https://doi.org/10.18608/jla.2026.8959
Page metadata
| Field | Value |
|---|---|
type |
research-method |
id |
combined-tssna-and-ona-method |
title |
Combined tSSNA and ONA method |
description |
This analytic method combines temporal socio-semantic network analysis (tSSNA) and ordered network analysis (ONA) to analyze collaborative knowledge creation. |
status |
review |
moved_from |
element/tssna-ona-combined-method-kc-analysis |
generated |
by process:sweep-kinds on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — ohsaki-2026 |
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