In: Statistics and Probability
A random sample of 15 students reporting anxiety at the student health
center were given written instructions for breathing exercises that they might
employ when a situation provoked anxious feelings. Another 13 received a
series of talk/ counselling sessions. After 6 weeks, all of the students were
administered the State-Trait Anxiety Inventory (STAI) which measures current
anxiety and a propensity for anxiety. The average score for the students with
the breathing instruction was 36 with a standard deviation of 8. The average for
the students receiving counseling was 32 with a standard deviation of 6 (higher
scores=higher anxiety). Is counselling better than the breathing exercises in
controlling anxiety among college students? Use alpha=.05 and assume that
STAI scores are normally distributed and have equal variances in the
populations.
Controlling anxiety is getting low STAI scores. Therefore if we are testing whether counselling is better than the breathing exercises in controlling anxiety among college students that mean counselling should have low scores than breathing.
Since we do not have the population SD we are going to use t-dist also since we are checking if one is greater than the other that means it is a directional test.
Counselling (1) | Breathing (2) | |
Mean | 32 | 36 |
SD | 6 | 8 |
Var | 36 | 64 |
n | 13 | 15 |
t-test for diff
:
Counselling and breathing exercises are same in controlling anxiety
among college students (
)
:
Counselling is better than breathing exercises in controlling
anxiety among college students (
)
This is one-sided right sided t-test for difference in population means.
Pooled variance =
= 51.077
Test Stat =
=
= -1.477
p-value = P ( > |T.S.| )
=
= 0.0758 ..............using t-dist tables with x = 1.477 and df = 26.
Level of significance
Since p-value > 0.05
We do not reject the null hypothesis at 0.05 level of significance. We conclude that counselling is significantly not better than the breathing exercises in controlling anxiety among college students