Heights of fourth-graders are normally distributed with a mean of 52 inches and a standard deviation of 3.5 inches. Find the probability that a randomly selected fourth-grader is taller than 53 inches.
$38.8 \%$
$42.7 \%$
$19.2 \%$
$40.1 \%$
Final Answer: The probability that a randomly selected fourth-grader is taller than 53 inches is approximately \(\boxed{38.8\%}\).
Step 1 :The problem is asking for the probability that a randomly selected fourth-grader is taller than 53 inches. This is a problem of normal distribution. We know that the mean height is 52 inches and the standard deviation is 3.5 inches.
Step 2 :We need to find the z-score for 53 inches and then find the probability associated with that z-score. The z-score is calculated as \((X - μ) / σ\), where X is the value we're interested in, μ is the mean, and σ is the standard deviation.
Step 3 :Substituting the given values into the z-score formula, we get \(z = (53 - 52) / 3.5 = 0.2857142857142857\).
Step 4 :After finding the z-score, we can use a z-table or a function to find the probability. The probability associated with this z-score is approximately 0.3875 or 38.75%.
Step 5 :Final Answer: The probability that a randomly selected fourth-grader is taller than 53 inches is approximately \(\boxed{38.8\%}\).