Question

In: Statistics and Probability

A team of cognitive psychologists studied the effects of sleep deprivation on decay of short-term memory....

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.)

  1. Use the five steps of hypothesis testing.
  2. Figure the effect size.   

Solutions

Expert Solution

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.


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