Seven of ten participants preferred the Dashboard, two preferred the Maker citing its side-by-side temporal display, and one was mixed¶
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Evidence · 1 study · qualitativer3·q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person
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q2 i? Tool preference in the open-response question reflected the ratings: seven participants preferred the Dashboard, two preferred the Maker, and one was mixed. → Huyen N. Nguyen 2026
Evidence¶
Huyen N. Nguyen 2026¶
Huyen N. Nguyen, Kathleen A. Bowe, Minh-Huyen Nguyen, Kit Thompson, Caleb M. Trujillo. (2026). Through the WordStream Glass: Revisiting Quantitative Encoding for Qualitative Learning Analytics. arXiv preprint. https://arxiv.org/abs/2606.18692 doi:10.48550/arxiv.2606.18692
q2 · i? · qualitative · r3
Open-response preference question (O1) from the same n=10 expert study. The mixed participant valued the Maker for quantitative trend-spotting while preferring the Dashboard's in-context word search.
"tool preference (O1) reflects the ratings: seven participants preferred the Dashboard, two preferred the Maker (Ex- perts 3 and 4, both citing its side-by-side, simultaneous tempo- ral display), and one (Expert 8) was mixed"
Discussion¶
Related Claims¶
- STEM instructor-researchers rated the Journal Data Dashboard at or above WordStream Maker on every perceived ease-of-use and usefulness item (descriptive, n=10) — related
- The Dashboard's largest rating advantage was on exploring response details (L1, Δ=1.30), while the two platforms were nearly comparable on broad trends (L2, Δ=0.20) and development over time (L6, Δ=0.10) — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
seven-preferred-dashboard-two-maker |
title |
Seven of ten participants preferred the Dashboard, two preferred the Maker citing its side-by-side temporal display, and one was mixed |
description |
Seven of ten participants preferred the Dashboard, two preferred the Maker citing its side-by-side temporal display, and one was mixed |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
generated |
by process:wiki-ingest on 2026-10-12 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — huyen-n-nguyen-2026 |
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