notesum.ai
Published at December 10Modifying AI, Enhancing Essays: How Active Engagement with Generative AI Boosts Writing Quality
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Released Date: December 10, 2024
Authors: Kaixun Yang1, Mladen Raković, Zhiping Liang, Lixiang Yan, Zijie Zeng, Yizhou Fan, Dragan Gašević, Guanliang Chen
Aff.: 1Monash University, Australia

| Treatment | Outcome | ATE | Refutations | |||||
|---|---|---|---|---|---|---|---|---|
| RCC | Placebo | DSR | ||||||
| Effect* | p-value | Effect* | p-value | Effect* | p-value | |||
| T1 | Y1 | -0.065 | -0.065 | 0.96 | 0.002 | 0.86 | -0.062 | 0.84 |
| T1 | Y2 | -0.236 | -0.150 | 0.44 | 0.007 | 0.90 | -0.249 | 0.92 |
| T1 | Y3 | 0.001 | 0.007 | 0.22 | 0.000 | 0.86 | 0.002 | 0.84 |
| T1 | Y4 | -0.163 | -0.142 | 0.44 | -0.002 | 0.92 | -0.152 | 0.84 |
| T2 | Y1 | -0.086 | -0.086 | 0.94 | -0.004 | 0.84 | -0.086 | 0.98 |
| T2 | Y2 | -0.869 | -0.862 | 0.92 | -0.024 | 0.86 | -0.889 | 0.80 |
| T2 | Y3 | -0.007 | -0.008 | 0.46 | 0.001 | 0.88 | -0.007 | 0.86 |
| T2 | Y4 | -0.012 | -0.007 | 0.54 | -0.001 | 0.86 | -0.013 | 0.90 |
| T3 | Y1 | 0.102 | 0.102 | 0.86 | -0.002 | 0.94 | 0.101 | 0.90 |
| T3 | Y2 | 0.963 | 0.965 | 0.96 | -0.007 | 0.88 | 0.956 | 0.90 |
| T3 | Y3 | 0.008 | 0.008 | 0.68 | 0.000 | 1.00 | 0.008 | 0.94 |
| T3 | Y4 | -0.013 | -0.017 | 0.56 | 0.006 | 0.94 | -0.014 | 0.92 |