Sleep deprivation experienced by physicians during residency

Sleep deprivation experienced by physicians during residency training and the possible negative consequences are of concern to many in the health care community. One study of 33 resident anesthesiologists compared their changes from baseline in reaction times on four tasks. Under baseline conditions, the physicians reported getting an average of 7.04 hours of sleep. While on duty, however, the average was 1.66 hours. For each of the tasks the researchers reported a statistically significant increase in the reaction time when the residents were working in a state of sleep deprivation.

(a) If each task is analyzed separately as the researchers did in their report, what is the appropriate statistical method to use? Explain your answer.


(b) Is it appropriate to use a one-way ANOVA with I = 4 to analyze these data? Explain why or why not.

Solution

a) Here number of tasks are 4.

Task1, Task2, Task3, and Task4 (Say)

To find the significance of different means we use F test ie., ANOVA

b) Yes we can use One way anova Because here claim is that the tasks which researchers reported a statistically significant increase in the reaction time when the residents were working in a state of sleep deprivation.