Post-test

t-test: Mean of Small group participants vs. mean of Lecture only participants
##
## Welch Two Sample t-test
##
## data: Study_only$Correct_Q21 by Study_only$Small_group
## t = 0.9114, df = 93.264, p-value = 0.3644
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.09206141 0.24827027
## sample estimates:
## mean in group No mean in group Yes
## 0.8139535 0.7358491
t-test: Mean of Small group Pre-test vs. mean of Small Group Post-test
##
## Paired t-test
##
## data: Small_group$Correct_PreTest and Small_group$Correct_Q21
## t = 0, df = 52, p-value = 1
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.1081126 0.1081126
## sample estimates:
## mean of the differences
## 0
t-test: Mean of Lecture-only Pre-test vs. mean of Lecture-only Post-test
##
## Paired t-test
##
## data: Lecture_only$Correct_PreTest and Lecture_only$Correct_Q21
## t = -1.6344, df = 42, p-value = 0.1096
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.31182242 0.03275265
## sample estimates:
## mean of the differences
## -0.1395349
- Caveat of pre- and post-test comparison. Pre-test was given as a long response and post-test was given as a multiple choice. Pre-test was then retroactively graded as a multiple choice. Most students on the pre-test gave the “ripple effect” rationale, rather than the “future generations” rationale or both.
* In pre-test, 64% of students answered this question correctly (unable to split into small group vs lecture).
t-test: Mean of Small group participants vs. mean of Lecture only participants
##
## Welch Two Sample t-test
##
## data: Study_only$Correct_Q22 by Study_only$Small_group
## t = -0.8822, df = 90.357, p-value = 0.38
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.2953649 0.1137063
## sample estimates:
## mean in group No mean in group Yes
## 0.4186047 0.5094340




t-test: Mean of Small group participants vs. mean of Lecture only participants
##
## Welch Two Sample t-test
##
## data: Study_only$Total.Points.for.Q.s.48.50 by Study_only$Small_group
## t = 1.5794, df = 93.532, p-value = 0.1176
## alternative hypothesis: true difference in means is not equal to 0
## 95 percent confidence interval:
## -0.0546339 0.4793816
## sample estimates:
## mean in group No mean in group Yes
## 1.325581 1.113208