Performance metrics and statistical analysis of AI tools in academic assignments
| Variables | n = 92(%) | Change (%) | Mean | SD | Median | Correlation | ||||
|---|---|---|---|---|---|---|---|---|---|---|
| Before | After | Before | After | Before | After | Before | After | |||
| Ease of use (user interaction, accessibility, and ease of setup) | 17 (18.4) | 18 (19.5) | −0.058 | 30.66 | 30.66 | 13.05 | 19.39 | 32 | 21 | 0.943 |
| 43 (46.7) | 21 (22.8) | 0.511 | ||||||||
| 32 (34.7) | 53 (57.6) | −0.656 | ||||||||
| Accuracy (precision of results, consistency, relevance to the main topic and multimedia compatibility with content) | 28 (30.4) | 21 (22.8) | 0.25 | 30.66 | 30.66 | 7.37 | 17.61 | 28 | 21 | −0.686 |
| 39 (42.3) | 20 (24.7) | 0.487 | ||||||||
| 25 (24.1) | 51 (55.4) | −1.04 | ||||||||
| Citation adherence (correctness of citation style, completeness of citations, placement and formatting, and use of reliable and relevant sources) | 26 (28.2) | 12 (13.0) | 0.538 | 30.66 | 30.66 | 4.50 | 16.28 | 31 | 38 | 0.165 |
| 35 (38.0) | 42 (45.6) | −0.2 | ||||||||
| 31 (33.6) | 38 (41.3) | −0.225 | ||||||||
| Variables | Change (%) | Mean | SD | Median | Correlation | |||||
|---|---|---|---|---|---|---|---|---|---|---|
| After | Before | After | Before | After | Before | After | ||||
| Ease of use (user interaction, accessibility, and ease of setup) | 17 (18.4) | 18 (19.5) | −0.058 | 30.66 | 30.66 | 13.05 | 19.39 | 32 | 21 | 0.943 |
| 43 (46.7) | 21 (22.8) | 0.511 | ||||||||
| 32 (34.7) | 53 (57.6) | −0.656 | ||||||||
| Accuracy (precision of results, consistency, relevance to the main topic and multimedia compatibility with content) | 28 (30.4) | 21 (22.8) | 0.25 | 30.66 | 30.66 | 7.37 | 17.61 | 28 | 21 | −0.686 |
| 39 (42.3) | 20 (24.7) | 0.487 | ||||||||
| 25 (24.1) | 51 (55.4) | −1.04 | ||||||||
| Citation adherence (correctness of citation style, completeness of citations, placement and formatting, and use of reliable and relevant sources) | 26 (28.2) | 12 (13.0) | 0.538 | 30.66 | 30.66 | 4.50 | 16.28 | 31 | 38 | 0.165 |
| 35 (38.0) | 42 (45.6) | −0.2 | ||||||||
| 31 (33.6) | 38 (41.3) | −0.225 | ||||||||
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