# Learning Outcome Assessment on User Study N=24 (within-subject)

Source: [Learning Outcome Assessment on User Study N=24 (within-subject)](<https://www.sota2.com/research/sota/learning-outcome-assessment-on-user-study-n-24-within-subject>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T06:03:40.394Z

Evaluation of learning outcomes based on a within-subject user study involving 24 participants, measuring subjective factors such as Satisfaction, Usefulness, and Reliability.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Learning Outcome Assessment |
| Dataset (including any stated split) | User Study N=24 (within-subject) |
| Metric | Satisfaction |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Satisfaction](<https://www.sota2.com/research/sota/learning-outcome-assessment-on-user-study-n-24-within-subject.md?metric=Satisfaction>): Higher is better; unit: SCALAR.

- [Usefulness](<https://www.sota2.com/research/sota/learning-outcome-assessment-on-user-study-n-24-within-subject.md?metric=Usefulness>): Higher is better; unit: SCALAR.

- [Reliability](<https://www.sota2.com/research/sota/learning-outcome-assessment-on-user-study-n-24-within-subject.md?metric=Reliability>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Satisfaction | Result date | Report paper |
| --- | --- | --- | --- |
| CanAnswer | 6.17 | Not recorded | 693a4ff26cfd488761a54939 |
| Baseline | 5.67 | Not recorded | 693a4ff26cfd488761a54939 |

### CanAnswer

Satisfaction: 6.17. Result ID: 69989c535698665ec4fea80d.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

[Method origin paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Scale":"7-point Likert scale","Statistical Test":"Mann-Whitney U test","Measurement":"Mean (SD)"}. This record does not assert independent reproduction.

### Baseline

Satisfaction: 5.67. Result ID: 69989c535698665ec4fea80e.

[Reporting paper](<https://www.sota2.com/research/paper/693a4ff26cfd488761a54939.md>)

Recorded evaluation configuration: {"Scale":"7-point Likert scale","Statistical Test":"Mann-Whitney U test","Measurement":"Mean (SD)"}. This record does not assert independent reproduction.

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