A team of cognitive psychologists studying the effects of sleep deprivation on short-term memory decay had four participants stay in a sleep lab for two days. The participants completed a short-term memory task for a baseline score. That night they were not permitted to sleep. The next day, at the same time of day as the day before, the participants completed another short-term memory task. The results are presented in the table below. Using the .05 significance level, did sleep deprivation reduce short-term memory?
Mean Number of Letters Remembered
Baseline Scores Sleep Deprived Scores Diff Diff-M (Diff-M)2
9 7
8 8
11 7
9 8
What is the Md and the SSd ?
Baseline Scores | Sleep Deprived Scores | Diff | Diff-M | (Diff-M)2 |
9 | 7 | 2 | 0.25 | 0.0625 |
8 | 8 | 0 | -1.75 | 3.0625 |
11 | 7 | 4 | 2.25 | 5.0625 |
9 | 8 | 1 | -0.75 | 0.5625 |
Mean Diff, Md = (2 + 0 + 4 + 1) / 4 = 1.75
Sum of squares of differences, SSd = 0.0625 + 3.0625 + 5.0625 + 0.5625 = 8.75
Standard deviation of differences, Sd = = 1.707825
Standard error of mean difference, SE = Sd / = 1.707825 / = 0.8539125
Test statistic , t = (Md - 0) / SE = 1.75 / 0.8539125 = 2.05
Degree of freedom = n-1 = 4-1 = 3
Critical value of t at .05 significance level and df = 3 is 2.35
Since the observed t (2.05) is less than the critical value, we conclude that there is no strong evidence that sleep deprivation reduce short-term memory.
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