The probability is approximately 0.98.
To find the probability, we use the z-score formula: Z=
,
where:
X is the sample mean,
μ is the population mean,
σ is the population standard deviation, and
n is the sample size.
In this case, X=27.1, μ=26.3, σ=6, and n=54.
Z =
Z =

Z =

Z = 0.98
After calculating the z-score, we use a standard normal distribution table to find the probability.
With a probability of 0.98, there is a moderate likelihood that the mean number of hours spent per week studying statistics in a sample of 54 econ 1005 students will be more than 27.1 hours. This suggests that a significant portion of students may exceed the specified study time.