
Figure 1
Grades Change by Feedback Type.

Figure 2
Retention Proxy Scores by Feedback Type.

Figure 3
Sentiment Score by Feedback Type with AFINN.

Figure 4
Sentiment Score by Feedback Type.

Figure 5
Wordcloud for Human Feedback Group and ChatGPT Feedback Group.
Note: The figure on the left represents the keywords in open-ended questions for the Human feedback group, and the figure on the right represents the keywords from the ChatGPT group.
Table 1
Top 10 Verbs for ChatGPT and Human Feedback Group.
| ChatGPT | Human | |
|---|---|---|
| 1 | be | add |
| 2 | explore | make |
| 3 | lead | understand |
| 4 | add | be |
| 5 | apply | focus |
| 6 | consider | include |
| 7 | enrich | explore |
| 8 | feel | incorporate |
| 9 | focus | suggest |
| 10 | have | think |

Figure 6
Strictly Top 10 Bigrams by Feedback Type.
