A research study was conducted to examine the effects of sleep deprivation on cognitive performance. The researchers divided 100 college students into two groups: one group was allowed to sleep for 8 hours, while the other was only allowed 4 hours of sleep. After the sleep intervention, all participants completed a series of cognitive tests measuring attention, memory, and problem-solving skills. The researchers recorded the scores of both groups and calculated the mean scores for cognitive performance.
The data collected indicated that the sleep-deprived group scored significantly lower than the well-rested group on all cognitive tests. Furthermore, the researchers found a strong negative correlation between the amount of sleep and performance on the cognitive tests.
Using the information provided, analyze the data and discuss the implications of the findings. In your analysis, be sure to include an interpretation of the descriptive statistics, the correlation, and any potential confounding variables that should be considered in this study.
Note: The provided solution includes an example of a perfect-score answer and explanation. Your response will not be scored.