notesum.ai

Published at October 21

cs.LG

cs.AI

Released Date: October 21, 2024

Authors: Mohi Reza¹, Ioannis Anastasopoulos², Shreya Bhandari², Zachary A. Pardos

Aff.: ¹University of Toronto, Canada; ²UC Berkeley, USA

Lesson	Condition	N	Avg. Time (s)	Learning Gain (%)	Avg. Pre-test (%)	Avg. Post-test (%)	p-value
1.2	PromptHive	29	480.0	2.31%	74.71%	77.02%	0.315
1.2	Control	26	585.5	3.85%	65.38%	69.23%	0.224
2.5	PromptHive	31	663.0	21.50%	47.31%	68.81%	0.027
2.5	Control	29	533.0	10.34%	37.93%	48.28%	0.235
3.2	PromptHive	33	449.0	10.11%	50.51%	60.62%	0.024
3.2	Control	28	312.0	21.44%	41.66%	63.11%	0.001
4.3	PromptHive	34	579.0	-9.80%	80.39%	70.59%	0.026
4.3	Control	30	459.5	-8.88%	74.45%	65.56%	0.225
5.1	PromptHive	25	1380.0	13.34%	42.66%	56.00%	0.147
5.1	Control	29	748.0	13.80%	34.47%	48.27%	0.068
6.4	PromptHive	31	667.0	12.37%	54.30%	66.67%	0.159
6.4	Control	25	444.0	2.67%	56.00%	58.67%	0.725
7.1	PromptHive	27	755.0	4.95%	66.66%	71.61%	0.302
7.1	Control	29	1025.0	14.93%	63.23%	78.16%	0.025
7.7	PromptHive	27	1325.0	19.76%	27.15%	46.91%	0.015
7.7	Control	26	1225.0	12.83%	30.76%	43.59%	0.112
8.4	PromptHive	21	880.0	1.60%	52.38%	53.98%	0.753
8.4	Control	22	624.0	-4.55%	43.94%	39.39%	0.418
9.6	PromptHive	23	1566.0	5.79%	7.24%	13.03%	0.102
9.6	Control	24	1430.5	5.55%	4.16%	9.71%	0.102