1) Learning SPSS is no picnic
2) SPSS obscures concepts and makes stats HARDER to learn
Trust me, from a purely didactic perspective, R is miles ahead.
It's not just about coding
You can tweet a whole psych undergrad friendly exercise on t-tests.
muA<-50
muB<-55
n1 <-100
n2 <-100
sigma1<-20
sigma2<-20
A<-rnorm(100,muA,20)
B<-rnorm(100,muB,20)
hist(A)
hist(B)
t.test(A,B)
muA<-50
muB<-55
n1 <- 100
n2 <- n1
sigma1 <- 20
sigma2 <- 20
A<-rnorm(n1,muA,sigma1)
B<-A+rnorm(n2,muB,sigma2)
plot(A,B)
summary(lm(A~B))
scores<-c(A,B)
groups<-c(rep(1,n1),(rep(2,n2)))
summary(lm(scores~groups))
t.test(A,B)
Discuss content from texts, lectures, etc.
Have students write their own simulations.
Bring real data in.
Introduce some ggplot.
But really you can code the stats part from intro to psych methods in 3 tweets.