Math Problem Statement
Assume that when human resource managers are randomly selected, 41% say job applicants should follow up within two weeks. If 10 human resource managers are randomly selected, find the probability that at least 8 of them say job applicants should follow up within two weeks.
Solution
We are given the following information:
- The probability that a randomly selected HR manager says job applicants should follow up within two weeks is .
- We have 10 HR managers selected, so .
- We need to find the probability that at least 8 of them say job applicants should follow up within two weeks.
This is a binomial probability problem, where the probability of a certain number of successes (HR managers who say applicants should follow up) is calculated based on the binomial distribution formula:
where:
- is the number of successes (in this case, the number of HR managers),
- is the total number of trials (HR managers selected),
- is the number of successes we're interested in (here, ),
- is the probability of success.
We are asked to find the probability that at least 8 HR managers (out of 10) say applicants should follow up within two weeks, i.e., .
This can be broken down as:
Let me calculate this probability.The probability that at least 8 out of 10 randomly selected human resource managers say that job applicants should follow up within two weeks is approximately , or 1.46%.
Do you need further details or explanations?
Here are 5 related questions to expand your understanding:
- What is the probability that exactly 8 HR managers say applicants should follow up?
- How would the probability change if we asked for at least 7 managers instead of 8?
- Can we approximate this result using the normal distribution?
- How does the sample size (number of HR managers) affect the binomial probability?
- What would be the probability if the success rate was 50% instead of 41%?
Tip: The binomial distribution is useful when dealing with a fixed number of trials and only two possible outcomes (success/failure).
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Math Problem Analysis
Mathematical Concepts
Probability
Binomial Distribution
Formulas
P(X = k) = (n choose k) * p^k * (1 - p)^(n - k)
P(X >= 8) = P(X = 8) + P(X = 9) + P(X = 10)
Theorems
Binomial Theorem
Suitable Grade Level
College level (Statistics and Probability)
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