To answer this item, we are first to determine the z-score of the presented data using the equation,
z-score = (x - μ) / σ
where x is the data, μ is the mean, and σ is the standard deviation.
Substituting the known values,
z-score = (25 - 28.5)/5.3
z-score = -0.66
This translates to a percentage equal to 25.46%.
Therefore, from the supertough aaa batteries, approximately 25.46% has a lifetime that is only about 25 hours or less.