In: Statistics and Probability
A team of cognitive psychologists studied the effects of sleep deprivation on decay of short-term memory. Eight participants stayed in a lab for 2 days. Four were randomly assigned not to sleep during that period. The other four were allowed to sleep when they wanted to do so. At the end of the 2 days, the participants completed a short-term memory task. Here are the results:
Mean Time (Seconds) for Remembering
Sleep Deprived |
Normal Sleep |
7 |
9 |
8 |
8 |
7 |
11 |
9 |
7 |
Based on these
results, does sleep deprivation reduce short-term memory?
(Use the .05 significance level.)
Solution:
Sleep Deprived
Number of samples = 4
Mean = 7.75
Standard deviation = 0.9574
Normal Sleep
Number of samples = 4
Mean = 8.75
Standard deviation = 1.7078
Effect size
The observed standardized effect size is large
(0.72). That indicates that the magnitude of the difference between
the average and average is large.