Students rated AISSA's usability as excellent, with an average SUS score of 83.38 from 30 of 46 pilot students¶
Claim · All claims
Evidence · 1 study · designr2·q2
Currency · newest study 2026 · checked against its sources 2026-10-20 (automated, 1 of 1 entry) · not reviewed by a person · recheck by 2029: tool and model accuracy changes quickly
Evidence quality · No study behind this claim is a peer-reviewed article with a DOI: it rests on a source with no registered publication record (a web page, book or unpublished report). It is kept because a design page cites it; treat it as a lead to check, not an established finding.
Subclaims¶
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q2 i? The System Usability Scale administered to the 46 pilot students yielded an average score of 83.38 from 30 respondents, which the authors interpret as excellent perceived usability. → Alvaro Becerra 2026
Evidence¶
Alvaro Becerra 2026¶
Alvaro Becerra, Diego Gomez, Ruth Cobos. (2026). AISSA: Implementation and Deployment of an AI-based Student Slides Analysis tool for Academic Presentations. LASI Spain 26: Learning Analytics Summer Institute Spain 2026. https://orcid.org/0009-0003-7793-2682
q2 · i? · design · r2
Quantitative usability assessment in the UAM pilot: the SUS was administered to all 46 students, of whom 30 submitted responses. The article reports the average SUS score of 83.38 and characterizes it as "indicating excellent perceived usability"; no effect size or inferential test is printed.
"The results yielded an average SUS score of 83.38, indicating excellent perceived usability."
Discussion¶
Related Claims¶
- In a real academic pilot, AISSA processed 90 presentations reliably at 1–3 minutes per submission and an estimated cost of $0.06–0.07 USD per evaluation — related
- Students rated the usability of the AIvaluate assessment in the SUS 'good' range — related
- Students in initial deployment perceived AI-assisted feedback as highly coherent and useful, with excellent usability acceptance — a broader claim this one bears on
- The Bloom classification UI shows low perceived workload and high usability in a 50-participant user study — related
- The system receives a good average usability rating (SUS 69.7, grade B) but with wide individual variation, which the authors take to suggest UI consistency issues — related
- After design adjustments, the LAD achieved good–excellent usability (SUS M = 4.13, equal to 78.25%) — related
- Adults rated the LLM-powered iCub storytelling system as usable, with a total SUS score of 76.70 indicating good product usability — related
- The FACTRIA-aware chatbot received good usability ratings (SUS 70.84) and high usefulness ratings from most of the 11 stakeholders — related
- Experimental-group participants rated TibetCPR highly usable (SUS = 84.3, an Excellent rating), with the highest items on voluntary engagement and independent use — related
- Older adults rated the KOKU digital programme with excellent usability and high acceptability — related
Page metadata
| Field | Value |
|---|---|
type |
claim |
id |
aissa-sus-usability-83 |
title |
Students rated AISSA's usability as excellent, with an average SUS score of 83.38 from 30 of 46 pilot students |
description |
Students rated AISSA's usability as excellent, with an average SUS score of 83.38 from 30 of 46 pilot students |
status |
review |
evidence_strength |
moderate |
newest_evidence |
2026 |
source_checked |
2026-10-20 |
recheck_by |
2029 |
generated |
by process:wiki-ingest on 2026-10-10 |
trust |
unverified — no one has confirmed this page's content |
sources |
1 — alvaro-becerra-2026 |
Frontmatter is the page's machine-readable record — see the Schema & Guide.